sets	pathway	pval	padj	log2err	ES	NES	size	leadingEdge	Disease
HALLMARK	HALLMARK_ADIPOGENESIS	0.721854305	0.767930111	0.086539974	0.187412998	0.909710883	181	LTC4S|PPARG|CAT|RETN|SLC25A10|RAB34|ITGA7|SCARB1|AK2|IDH1|COQ3|ACADS|PRDX3|PHLDB1|MRPL15|ECH1|NDUFAB1|NDUFS3|STAT5A|QDPR|CD302|REEP6|ECHS1|CYC1|CAVIN1|AIFM1|SAMM50|RETSAT|CS|COQ5|ACLY|PEMT|PGM1|UQCRC1|PREB|ETFB|ACAA2|SLC27A1|GBE1|ARL4A|COQ9|CPT2|SLC1A5|NDUFB7|DGAT1|RMDN3|SUCLG1|PEX14|COX8A|JAGN1	AML
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	4.02E-09	2.87E-08	0.761460801	-0.488564783	-2.158283512	160	ACVR2A|ICAM1|B2M|CD28|TGFB2|CD8B|CCL5|IL7|CD3E|CD3G|EIF4G3|IFNGR1|TGFB1|CD8A|CD40LG|CD7|CD47|CD3D|ABI1|PF4|CD2|F2R|HDAC9|MMP9|TRAT1|HLA-E|JAK2|TIMP1|IGSF6|CTSS|BCL3|PTPRC|CD74|FCGR2B|HLA-DMB|CRTAM|LYN|FYB1|ITK|CD79A|HLA-G|HLA-A|CXCR3|LCK|NCR1|LTB|HLA-DQA1|TAP1|CD86|HLA-DOA|FLNA|SRGN|APBB1|CD247|CCND3|CCR5|SIT1|IL18RAP|PRKCB|ST8SIA4|ITGAL|EREG|GZMA|EIF3J|ITGB2|GZMB|CD40|GPR65|IL15|CSF1|HIF1A|TLR2|TLR1|HLA-DRA|TAPBP|FGR|ETS1|IL2RB|DEGS1|CCR1|GBP2	AML
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.019177548	0.045660829	0.352487858	-0.358157293	-1.467522425	89	STEAP4|B2M|TSC22D1|TMEM50A|MYL12A|HOMER2|INSIG1|CDC14B|SAT1|PDLIM5|ABCC4|HPGD|STK39|IQGAP2|ABHD2|B4GALT1|VAPA|PIAS1|RAB4A|SLC38A2|INPP4B|HMGCR|ITGAV|ACSL3|CCND3|ACTN1|CENPN|ELOVL5|SMS|ELK4|NCOA4|LMAN1|PLPP1|GPD1L|FADS1|GSR|UBE2J1|HMGCS1|DNAJB9|SGK1|TNFAIP8|ANKH	AML
HALLMARK	HALLMARK_ANGIOGENESIS	0.094664372	0.143430866	0.190023305	-0.45019356	-1.377078807	24	APP|PTK2|PDGFA|FSTL1|PF4|TIMP1|ITGAV|THBD|VCAN	AML
HALLMARK	HALLMARK_APICAL_JUNCTION	0.044444444	0.085470085	0.261663522	-0.309435161	-1.340973486	143	ITGA2|ICAM1|NEXN|TGFBI|CLDN5|IRS1|AMIGO2|SKAP2|INSIG1|AKT3|LDLRAP1|RASA1|CADM2|PTK2|JAM3|PECAM1|VCL|ITGB1|PARD6G|MYL9|RSU1|ICAM2|ADAM9|MMP9|B4GALT1|CD99|PTPRC|YWHAH|CDK8|FYB1|PIK3CB|MAP4K2|IKBKG|SRC|ACTB|CD86|DLG1	AML
HALLMARK	HALLMARK_APICAL_SURFACE	0.040176553	0.080353107	0.321775918	-0.450896336	-1.480829814	31	PLAUR|AFAP1L2|APP|SULF2|DCBLD2|ADAM10|MAL|AKAP7|B4GALT1|LYN|ADIPOR2|GATA3|IL2RB|CD160|ATP8B1	AML
HALLMARK	HALLMARK_APOPTOSIS	0.087797619	0.138206388	0.183023938	-0.292234834	-1.278240294	151	AVPR1A|TGFB2|CDKN1A|CLU|APP|LEF1|DNAJC3|IER3|IFNGR1|SOD2|PTK2|SAT1|BNIP3L|CD2|F2R|PPP3R1|TIMP1|BCAP31|JUN|CD14|GPX1|DPYD|MADD|PSEN1|DNM1L|GADD45B|TAP1|ATF3|GPX4|BCL2L2|IGF2R|CAV1|CFLAR|SC5D|SQSTM1|BCL2L1|DDIT3|EREG	AML
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.388732394	0.485915493	0.114266502	0.238367029	1.031779873	81	NR1I2|PEX11A|SLC27A2|CAT|AMACR|KLF1|SLC27A5|PXMP2|CYP7B1|IDH1|FDXR|IDH2|PEX6|SLC35B2|RETSAT|HSD17B4|PEX12|PEX13|NUDT12|MLYCD	AML
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.253918495	0.343133102	0.103958472	-0.286677765	-1.126925214	67	AVPR1A|PLAUR|CXCL16|CLU|LGMN|CD9|ATXN2|CPEB2|ANTXR2|GLDC|STARD4|HMGCR|ATF3|PDK3	AML
HALLMARK	HALLMARK_COAGULATION	8.94E-06	4.47E-05	0.593325476	-0.487517299	-1.98177185	87	TFPI2|ITGA2|SPARC|CLU|P2RY1|GP9|THBS1|GP1BA|DPP4|LGMN|SERPINA1|HPN|PECAM1|CD9|PF4|C3|PDGFB|ADAM9|ITGB3|MMP9|CPQ|TIMP1|PROS1|APOA1|FYN|FURIN|SERPINE1|MAFF|PLAU|WDR1|LAMP2|SH2B2|F8|THBD|CAPN2|ARF4|RAC1|ISCU|CTSO	AML
HALLMARK	HALLMARK_COMPLEMENT	1.26E-11	1.57E-10	0.875325132	-0.513142361	-2.269254667	165	TFPI2|PHEX|PLAUR|PLA2G7|KIF2A|CLU|CA2|CCL5|GP9|GP1BA|DPP4|LGMN|SERPINA1|CXCL1|CD40LG|ZFPM2|CD46|DGKH|C3|PDGFB|ADAM9|TNFAIP3|F5|LIPA|PLA2G4A|JAK2|CPQ|TIMP1|FCN1|CTSS|CALM3|FYN|GPD2|LYN|SERPINE1|MAFF|PSEN1|CEBPB|CD36|FCER1G|SRC|CD55|LCK|LAMP2|XPNPEP1|EHD1|CALM1|PRKCD|L3MBTL4|CASP5|F8|RASGRP1|DGKG|ERAP2|AKAP10|GZMA|GATA3|SPOCK2|CTSO|GZMB|ME1|ITGAM|PSMB9|IRF2|USP15|CTSH|CASP3|C1QA|TIMP2|CR2|SH2B3|CDK5R1|IRF1|GNGT2|KYNU|LCP2|USP8|DUSP5	AML
HALLMARK	HALLMARK_DNA_REPAIR	0.011950859	0.029877147	0.380730401	0.304802666	1.429950143	143	TYMS|PDE6G|ZWINT|FEN1|NME1|SAC3D1|IMPDH2|PCNA|RFC3|DUT|ADA|RAD51|POLD1|MPG|POLR1C|TARBP2|SNAPC4|DDB1|AAAS|ALYREF|SSRP1|UMPS|ERCC2|TP53|RAE1|RFC5|BRF2|USP11|RALA|NME4|SF3A3|POLD3|LIG1|ITPA|DGCR8|ERCC3|APRT|POLA2|ERCC4|NT5C|ERCC5|RAD52|CLP1|NELFE|POLH|AGO4|POLR2D|GTF2F1|RPA3|NCBP2|DDB2|NELFB|UPF3B|MRPL40|TAF1C|POLE4|POLR2C|POLR2K|GMPR2|NPR2|POLR3GL	AML
HALLMARK	HALLMARK_E2F_TARGETS	3.51E-20	1.76E-18	1.160179572	0.554959856	2.720800147	197	E2F8|TK1|STMN1|MCM4|KIF2C|CCNB2|WDR90|CDC25A|GINS4|CDKN2A|PLK1|BIRC5|SPAG5|CENPM|CDCA3|PAICS|MCM2|RRM2|MYC|POLE|AURKB|UNG|KIF18B|ESPL1|NME1|RNASEH2A|MAD2L1|CDC20|MCM3|DSCC1|PCNA|GINS3|ORC6|CDK4|UBE2T|TIMELESS|POLD2|RAD51AP1|RFC3|CHEK1|TUBG1|DCTPP1|AK2|MCM7|DUT|RANBP1|CCNE1|KIF22|CDK1|TCF19|MKI67|MCM5|PLK4|LMNB1|KPNA2|PTTG1|POLD1|UBE2S|NOP56|HMGA1|ASF1B|CDCA8|NCAPD2|SHMT1|SSRP1|TOP2A|HMGB3|CKS2|HMGB2|TP53|TBRG4|NOLC1|EXOSC8|RAD1|ILF3|MSH2|SRSF1|PA2G4|TRIP13|CKS1B|POLD3|LIG1|CBX5|EIF2S1|RACGAP1|SNRPB|DDX39A|PSMC3IP|PAN2|RAN|TUBB|POLA2	AML
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	2.44E-05	0.000110775	0.575610261	-0.429331018	-1.84445923	135	CXCL8|TFPI2|ITGA2|PLAUR|SPARC|OXTR|DAB2|TGFBI|ITGB5|MYLK|SERPINE2|THBS1|NID2|PLOD2|TGFB1|CXCL1|SAT1|ECM1|FSTL1|ITGB1|MYL9|LAMA2|SDC4|VEGFC|ITGB3|TNFAIP3|TIMP1|AREG|BDNF|JUN|LAMC1|ADAM12|NT5E|SERPINE1|TPM1|WIPF1|FGF2|GADD45B|FLNA|ITGAV|CALD1|LOX|CALU|IL32|EMP3	AML
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.276785714	0.364191729	0.095603149	-0.25085325	-1.09723652	151	REEP1|DHRS3|RAB31|SNX24|RHOBTB3|MPPED2|FOS|GLA|ENDOD1|TMEM164|ABHD2|IL6ST|ABCA3|FHL2|AMFR|BCL11B|JAK2|B4GALT1|FCMR|AREG|ZNF185|MINDY1|ADD3|ABLIM1|RET|WWC1|SLC24A3|MAST4|TOB1|ABAT|IGF1R|RASGRP1|RETREG1|PAPSS2|DYNLT3|ELF1|SIAH2|MYBL1|LRIG1|UNC119|SLC37A1|ELOVL5|NAV2|SVIL|TJP3|PRSS23|CHPT1|RBBP8|SEC14L2|ANXA9|FAM102A	AML
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.066454092	0.123063133	0.287805131	0.268482272	1.262823214	149	CCNA1|HR|MYB|TPSAB1|GINS2|DLG5|SLC27A2|KIF20A|GAL|PKP3|FGFR3|CDC6|RNASEH2A|CDC20|GPER1|FABP5|FKBP4|SCARB1|PLK4|PLXNB1|IL17RB|XRCC3|UGDH|KCNK5|DCXR|NAB2|TOP2A|IDH2|CKB|ACOX2|BLVRB|HSPA4L|SLC26A2|FDFT1|ALDH3A2|IMPA2|GALE|ALDH3B1|CDH1|ATP2B4|ETFB	AML
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.15407855	0.226586103	0.197822021	0.248411713	1.151009789	129	LTC4S|FASN|NTHL1|PCBD1|IDH1|ACADS|PDHA1|GCDH|SUCLA2|EHHADH|ECI1|ECH1|UROD|CPOX|APEX1|ALAD|LDHA|UGDH|LGALS1|NCAPH2|REEP6|ACOT2|ETFDH|MAOA|HSPH1|ECHS1|ACAT2|ACSS1|GRHPR|FH|RETSAT|HSD17B4|MDH1|ALDH3A2|HSD17B10|CRYZ|HSP90AA1|ACAA2|BPHL|MLYCD|GSTZ1|CPT2|ECI2|HSD17B11|INMT|SUCLG1|NBN|OSTC|UROS|ACADVL|DHCR24|SDHC	AML
HALLMARK	HALLMARK_G2M_CHECKPOINT	7.84E-08	4.36E-07	0.704975715	0.402619447	1.969346902	191	STMN1|RAD54L|CDC45|GINS2|CENPA|KIF2C|CCNB2|CDC25A|PLK1|CCNA2|BIRC5|MCM2|MYC|POLE|AURKB|ESPL1|CDC6|UCK2|MAD2L1|CDC20|MCM3|NEK2|CCNF|SAP30|ORC6|CDK4|LIG3|TROAP|CHEK1|ABL1|KIF22|CDK1|TPX2|MKI67|MCM5|PLK4|LMNB1|KPNA2|DTYMK|PTTG1|UBE2S|PRMT5|SMC2|FBXO5|HMGA1|INCENP|PRC1|DKC1|PBK|TOP2A|NSD2|EXO1|HMGB3|CKS2|NCL|NOLC1|PML|CENPF|CDC7|ILF3|SRSF1|MTF2|CKS1B|RACGAP1|DDX39A|MAP3K20|POLA2|CHAF1A|KIF11|HIRA|NUMA1|BUB1|HNRNPD|SFPQ	AML
HALLMARK	HALLMARK_GLYCOLYSIS	0.786163522	0.818920335	0.079131665	0.186662045	0.879668538	157	AK4|COL5A1|STMN1|CENPA|KIF20A|LCT|CITED2|BIK|B4GALT2|SLC25A10|AGRN|SAP30|FKBP4|IDH1|CDK1|SLC37A4|GALK1|NANP|LDHA|PC|AKR1A1|GOT1|GYS1|GNPDA1|ENO1|GMPPB|ALDH7A1|GNE|MED24|COPB2|PHKA2|MDH1|GALE|HDLBP	AML
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.350847458	0.449804433	0.089436683	-0.355101025	-1.083656905	23	OPHN1|RTN1|RASA1|NRP2	AML
HALLMARK	HALLMARK_HEME_METABOLISM	0.026847649	0.061017384	0.352487858	-0.298909358	-1.338381364	181	MBOAT2|YPEL5|CA2|RIOK3|RBM5|CLCN3|DAAM1|RHD|ADIPOR1|BNIP3L|ARHGEF12|ENDOD1|SMOX|SLC7A11|ATP6V0A1|C3|TAL1|EIF2AK1|DCUN1D1|NEK7|MPP1|HTATIP2|SLC10A3|GCLM|ISCA1|NNT|SEC14L1|MKRN1|XK|EPOR|LAMP2|PICALM|CTNS|SNCA|FN3K|SDCBP|KDM7A|PDZK1IP1|HBB|TMEM9B|CCND3|DMTN|EZH1|MARK3|MXI1|TRIM58|EPB41|LRP10|RCL1|TNS1|CDC27|BMP2K|FBXO7|CDR2|USP15|SLC11A2|KLF3|MAP2K3	AML
HALLMARK	HALLMARK_HYPOXIA	0.081513828	0.138206388	0.188204146	-0.287047614	-1.266857367	158	PLAUR|TGFBI|ADM|SLC2A3|CDKN1A|DUSP1|ALDOB|TMEM45A|IER3|DPYSL4|SLC6A6|PHKG1|CXCR4|TPST2|ZFP36|FOS|NDST1|BNIP3L|SDC4|PDGFB|TNFAIP3|PDK1|PRKCA|JUN|ADORA2B|ATP7A|SERPINE1|MAFF|DDIT4|TKTL1|XPNPEP1|PPP1R15A|ATF3|PDK3|LOX|GAA|EXT1|CAV1|PAM|ZNF292|DDIT3|PYGM|IDS|MXI1|SIAH2	AML
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	1.42E-17	3.55E-16	1.076868193	-0.663486076	-2.638679988	135	CXCL8|OSM|PLAUR|ICAM1|C5AR1|ADM|TNFRSF1B|FFAR2|CSF3R|IL7R|FPR1|NFKBIA|SELL|IFITM1|ABCA1|GPR183|CSF1|AQP9|CCR7|RGS1|NLRP3|CXCL10|BEST1|TNFAIP6|NAMPT|TNFSF10|CD48|CCRL2|CYBB|MXD1|PDE4B|SLAMF1|PTGER4|IFNGR2|IRF7|BST2|CD14|TLR2|MSR1|LCK|IFNAR1|FZD5|IL4R|BTG2|RIPK2|PROK2|KLF6|IL15|C3AR1|SELENOS|IRF1|NOD2|ATP2B1|TLR1|IL1R1|MYC|CD55|PTGER2|MEFV|RASGRP1|P2RX4|CD69|SLC31A1|IL1B|LCP2|IL10RA|PIK3R5|NMI	DLBC
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	9.13E-17	2.28E-15	1.057463573	-0.666432669	-2.569023447	137	CXCL8|OSM|PLAUR|ICAM1|FFAR2|RGS1|ADM|TNFRSF1B|C5AR1|CCR7|IL7R|NFKBIA|CCRL2|CSF3R|GPR183|SELL|FPR1|CSF1|PDE4B|CD14|SLAMF1|IFITM1|P2RX4|ABCA1|MSR1|ACVR1B|RIPK2|IL15|AQP9|LY6E|NLRP3|IFNGR2|PTGER4|BEST1|FZD5|IRF7|LCK|CYBB|RASGRP1|CD48|IL10RA|PROK2|GPR132|CD55|CXCL10|LTA|ATP2B1|MXD1|NAMPT|TLR2|BST2|IL4R|EREG|NMI|KLF6|IFNAR1|BTG2|CDKN1A	SKCM
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	2.64E-16	6.61E-15	1.037696155	-0.642331557	-2.472432526	138	CXCL8|PLAUR|OSM|ICAM1|FFAR2|RGS1|ADM|C5AR1|TNFAIP6|TNFRSF1B|CSF3R|NFKBIA|SELL|CCR7|FPR1|IL7R|FZD5|EREG|IFITM1|GPR183|ABCA1|PDE4B|PROK2|CD14|AQP9|ACVR1B|SLC31A1|CDKN1A|PTAFR|IRF7|PTGER4|CSF1|CD55|TIMP1|CYBB|MXD1|SELENOS|NAMPT|IL15RA|KIF1B|TLR2|IL15|LY6E|PTGIR|DCBLD2|LDLR|SLAMF1|IFNGR2|TAPBP|HIF1A|RIPK2|IL4R|KCNA3|SPHK1|KLF6|ACVR2A|P2RX4|BEST1|NLRP3|SERPINE1|SCARF1|CD82|LTA	GBM
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	2.88E-16	7.21E-15	1.037696155	-0.66614531	-2.673824704	138	CXCL8|OSM|ICAM1|PLAUR|FFAR2|ADM|C5AR1|CSF3R|NFKBIA|FPR1|TNFRSF1B|RGS1|TNFAIP6|SELL|IL7R|AQP9|C3AR1|GPR183|PDE4B|NAMPT|MXD1|LPAR1|IFITM1|PROK2|CCR7|BEST1|SLAMF1|ABCA1|TLR2|SERPINE1|IL4R|IFNGR2|PTGER4|CD14|RIPK2|NLRP3|PTAFR|KLF6|IFNAR1|RASGRP1|CYBB|CSF1|ATP2B1|BTG2|KCNJ2|FZD5|CD48|SLC31A1|LCK|EREG|IL15RA|PIK3R5|P2RX4	LIHC
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	3.17E-16	7.93E-15	1.037696155	-0.664286724	-2.530897548	139	CXCL8|OSM|PLAUR|ICAM1|ADM|FFAR2|C5AR1|TNFRSF1B|TNFAIP6|NFKBIA|CSF3R|FPR1|RGS1|SELL|ABCA1|FZD5|PDE4B|IFITM1|SELENOS|C3AR1|IL7R|AQP9|CXCL10|BEST1|KCNJ2|NAMPT|GPR183|IFNGR2|PTGER4|TLR2|CD14|CCR7|SLAMF1|CYBB|RIPK2|BTG2|MXD1|P2RX4|CSF1|IL4R|CD48|IRF7|P2RY2|IL1B|LY6E|MSR1|LCK|NLRP3|IRF1|PROK2|SLC7A1|TNFSF10|RTP4|LTA|IL10RA|KLF6|IFNAR1|PIK3R5|EREG|RASGRP1|NOD2|CD55|SLC31A1|CD69|TAPBP|IL18RAP|KIF1B|IL15|MYC|TLR1|ACVR1B|GCH1|SERPINE1|ATP2B1|RHOG	KIRC
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.193905817	0.275365814	0.166933849	0.262771314	1.147056509	82	CCNA1|RIBC2|CKM|PKP1|ADRA2C|GPRC5C|FGFR3|SPTBN2|ZNF112|CCDC106|KCND1|TGM1|NR6A1|ZBTB16	AML
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	8.27E-05	0.000344664	0.538434096	-0.412768917	-1.782762084	139	G0S2|MMD|ITGA2|PLAUR|TFPI|IL7R|PTGS2|PPBP|GNG11|CA2|F13A1|TNFRSF1B|RABGAP1L|TMEM158|CXCR4|PECAM1|CXCL10|PTBP2|DCBLD2|ADAM8|TLR8|SCN1B|TNFAIP3|HDAC9|MMP9|USP12|EPB41L3|CTSS|MTMR10|ADAM17|GADD45G|FCER1G|PLAU|TSPAN13|PPP1R15A|ATG10|ST6GAL1|CBR4|EVI5|MALL|PLVAP|KIF5C|EREG|IL10RA|ITGB2|LY96|CCSER2	AML
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.713266762	0.767930111	0.045679041	-0.198717154	-0.896049688	197	OPHN1|PCGF5|ARHGAP10|CTTN|TUBA4A|TLK1|FGD4|RASA1|KIFAP3|PDLIM5|VCL|NCK2|HOOK3|ARHGEF12|ABI1|CLIP1|KIF3C|RANBP9|CDC42BPA|YWHAE|RABGAP1|MARCKS|CDC42|RAPGEF5|CLIP2|DLG1|FLNA|ARHGEF3	AML
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.819088319	0.819088319	0.039275857	-0.190581577	-0.856729327	191	DAPP1|POLR3G|SLC2A3|CDKN1A|TUBA4A|EGLN3|NAMPT|SKAP2|INSIG1|LGMN|PLOD2|RIT1|SLC6A6|IFRD1|CXCR4|FGL2|CD9|GLA|SLC7A11|MTHFD2L|RDH11|PDK1|ADD3|DDIT4|STARD4|SSR1|GSK3B|HMGCR|HSPE1|PPP1R15A|PITPNB|ACSL3|ATP2A2|ADIPOR2|SC5D|SQSTM1|DDIT3|ITGB2|TBK1|ELOVL5|ME1|P4HA1|M6PR|RAB1A|ACTR3|UBE2D3|MAP2K3|LDLR|ATP6V1D	AML
HALLMARK	HALLMARK_MYC_TARGETS_V1	3.00E-11	3.00E-10	0.851339057	0.458284892	2.240542689	189	CDC45|MCM4|TYMS|CCNA2|MCM2|MYC|NME1|IMPDH2|MAD2L1|CDC20|CAD|PCNA|RUVBL2|CDK4|POLD2|MCM7|DUT|RANBP1|LSM7|HSPD1|MCM5|EXOSC7|KPNA2|SRM|TRIM28|PRDX3|NOP56|CCT7|ILF2|NOP16|LSM2|CSTF2|C1QBP|RRP9|HSP90AB1|APEX1|CCT5|LDHA|PSMD3|NHP2|EIF3B|NDUFAB1|RPLP0|NOLC1|CYC1|DHX15|MRPL23|SF3B3|RRM1|TUFM|PRPS2|GNL3|SRSF1|PA2G4|SNRPA|MRPL9|SNRPG|SNRPA1|EIF2S1|HDAC2|RAN|SLC25A3|XPOT|MRPS18B|HNRNPA1|AIMP2|PRPF31|HNRNPD|SERBP1|TARDBP|STARD7|GOT2|PSMD8|PWP1|KPNB1|CCT4|SNRPD3|SSBP1|FBL|SNRPD2|XRCC6|EIF4H|PSMB2|RPS2|PHB2|ERH|NCBP2|SRPK1|RPS3|TOMM70|TCP1|PSMD14|ABCE1|PSMA6|SNRPD1|PRDX4|RACK1|UBE2E1|PSMA7|DDX18|PSMB3|RSL1D1|HDGF|EEF1B2|COPS5|RPS5|RNPS1|SSB|PPM1G|NPM1|EIF3D|RPS6|SRSF7|PABPC4|HNRNPR|HNRNPU	AML
HALLMARK	HALLMARK_MYC_TARGETS_V2	3.50E-09	2.87E-08	0.77493903	0.62842729	2.487765613	55	MCM4|PLK1|MYC|UNG|BYSL|CDK4|DCTPP1|MRTO4|HSPD1|MCM5|PLK4|SRM|NOP56|NOP16|GRWD1|PES1|RRP9|EXOSC5|PPRC1|TBRG4|NOLC1|MYBBP1A|MAP3K6|PUS1|GNL3|PA2G4|LAS1L|IMP4|NOC4L|NOP2|RABEPK|TMEM97|MPHOSPH10|AIMP2|WDR74|HK2|TCOF1|SORD|UTP20|NIP7|RRP12	AML
HALLMARK	HALLMARK_MYOGENESIS	0.009262912	0.025730312	0.380730401	-0.344852936	-1.481530926	135	REEP1|PVALB|SPARC|DMD|TNNC2|CDKN1A|CLU|ITGB5|APP|MYLK|RIT1|PKIA|TGFB1|IFRD1|GNAO1|ITGB1|KIFC3|MYOM1|LAMA2|SPHK1|GABARAPL2|ABLIM1|ADAM12|FHL1|CD36|FGF2|GADD45B|GAA|VIPR1|RYR1|NOTCH1|MEF2A|CRAT|PYGM|DAPK2|DMPK|NAV2|MEF2C|SVIL|NCAM1|MYO1C	AML
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.655940594	0.745387039	0.076083716	0.252362449	0.877765717	30	FZD7|HEYL|SAP30|KAT2A|JAG1	AML
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.005354475	0.015748457	0.407017919	0.298025347	1.448505353	179	TIMM13|ALDH6A1|IDH1|PDHA1|PRDX3|SUCLA2|BDH2|ECI1|MRPL15|ECH1|OAT|LDHA|TIMM50|NDUFV1|PMPCA|NDUFAB1|NDUFS3|ACAT1|TIMM17A|IDH2|NDUFS2|ETFDH|MRPS12|ECHS1|CYC1|AIFM1|ALAS1|NDUFA8|FH|RETSAT|UQCRFS1|MRPS22|CS|MDH1|TIMM10|LRPPRC|HSD17B10|MRPS11|HADHA|UQCRC1|SLC25A3|ETFB|ACAA2|TOMM22|MRPL11|MRPS30|NDUFB7|GOT2|SLC25A20|GPI|SUCLG1|MRPS15|NDUFA9|CYB5A|COX8A|SLC25A11|COX15|GLUD1|HSPA9|NDUFC2|PHB2|DLAT|NDUFB6|FDX1|ACADVL|NDUFB8|TOMM70|SDHC|MRPL35|NDUFS8|SDHD|LDHB|NDUFB2|MDH2|COX5B|NDUFS7|DLD|PDHB|IMMT|GRPEL1|IDH3B|UQCRQ|TIMM8B|ABCB7|SDHB|MRPL34|HTRA2|FXN|MTRR	AML
HALLMARK	HALLMARK_P53_PATHWAY	0.198263386	0.275365814	0.114750719	-0.256611468	-1.142118515	171	TSC22D1|CDKN1A|APP|IER3|PDGFA|TGFB1|SAT1|PLK3|NINJ1|MXD1|FOS|CDKN2B|CGRRF1|SLC7A11|F2R|STOM|TSPYL2|ZFP36L1|SPHK1|ABCC5|PITPNC1|JUN|TM4SF1|WWP1|DDIT4|TOB1|PPP1R15A|TAP1|ATF3|FBXW7|ABAT|RAP2B|VDR|RNF19B|RCHY1|ABHD4|CCND3|NOTCH1	AML
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.480496454	0.572019588	0.074927882	-0.373541372	-0.982743834	14	AKT3|DPP4|VDR|FOXO1|SPCS1|SEC11A	AML
HALLMARK	HALLMARK_PEROXISOME	0.083573487	0.138206388	0.266350657	0.28832252	1.272483285	88	NR1I2|PEX11A|SLC27A2|CAT|PRDX1|IDH1|EHHADH|ECH1|TOP2A|PEX5|IDH2|PEX6|PEX11B|SLC25A19|MSH2|SLC35B2|RETSAT|ESR2|HSD17B4|TSPO|PEX13|ERCC3|FDPS|MLYCD|ECI2|HSD17B11|PEX14|HRAS	AML
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.085329341	0.138206388	0.186432558	-0.312639789	-1.284227948	93	DAPP1|MAPK10|CDKN1A|CAMK4|PLA2G12A|RIT1|CXCR4|E2F1|PDK1|SMAD2|GSK3B|LCK|EIF4E|IRAK4|VAV3|CAB39|PRKCB|SQSTM1|DDIT3|RAC1|ARF1|TBK1|ACTR3|UBE2D3|MAP2K3|ITPR2|MAPK9|MAPK1|TIAM1	AML
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.000114274	0.000439515	0.538434096	-0.458300177	-1.877850322	89	BET1|CAV2|TOM1L1|CLCN3|VAMP3|ADAM10|ICA1|GLA|VAMP7|STX7|TMED2|SNAP23|SCAMP1|ATP7A|GNAS|YIPF6|DNM1L|LAMP2|NAPG|RAB14|IGF2R|PAM|KIF1B|ARF1|STX12|TMX1|SGMS1|COG2|ABCA1|AP1G1|M6PR|GOLGA4|RAB5A|VAMP4|LMAN1|MAPK1|NAPA	AML
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.650510204	0.745387039	0.078089231	0.227999214	0.891396517	48	MPO|MGST1|CAT|FES|PRDX1|PRDX2|ERCC2|NDUFS2	AML
HALLMARK	HALLMARK_SPERMATOGENESIS	0.033315942	0.069408213	0.321775918	0.339486359	1.451429934	77	CCNA1|GFI1|PCSK4|TCP11|TEKT2|KIF2C|CCNB2|SLC2A5|NEK2|MAP7|PSMG1|CLPB|CDK1|MAST2|PEBP1|IL12RB2|HSPA1L	AML
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.033061765	0.069408213	0.321775918	-0.404477069	-1.495733814	52	ACVR1|RAB31|THBS1|TGFB1|BMPR2|PPM1A|FURIN|SERPINE1|LTBP2|PPP1R15A|HIPK2|JUNB|FKBP1A	AML
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	5.35E-13	8.91E-12	0.921426003	-0.531409428	-2.363659462	175	G0S2|ICAM1|PLAUR|TSC22D1|SNN|IL7R|PTGS2|SLC2A3|CDKN1A|NR4A3|CCL5|DUSP1|NAMPT|PANX1|TNFAIP6|IER3|SOD2|SLC16A6|CXCL1|SAT1|TUBB2A|CXCL10|PDLIM5|NINJ1|MXD1|ZFP36|CXCL3|FOS|ZC3H12A|CD83|KLF9|IL6ST|SDC4|GPR183|NR4A2|TNFAIP3|SPHK1|SPSB1|B4GALT1|BCL2A1|AREG|NFAT5|BCL3|JUN|DUSP4|MARCKS|EIF1|SERPINE1|MAFF|NFKBIA|CEBPB|EGR2|NR4A1|IFIT2|DUSP2|PLAU|GADD45B|PPP1R15A|EHD1|TAP1|ATF3|RNF19B|NFE2L2|JUNB|KLF2|CFLAR|SQSTM1|PDE4B|BCL6|DRAM1|FOSB|TRIP10|CSF1|TLR2|TRAF1|ABCA1|MAP2K3|SLC2A6|LDLR|PFKFB3|TNFAIP2|BIRC2|BHLHE40|PLPP3|CCL4|RELB|IRF1|IL15RA|GCH1|KYNU|DUSP5|MCL1|NFIL3|KLF4|LITAF|HES1|EGR3|MAP3K8|SGK1|TNFAIP8|RHOB|EGR1|KDM6B|CLCF1|IER5|REL|CD69|TRIB1|IFNGR2|PLEK|KLF6|PTGER4|IER2|ATP2B1	AML
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.676829268	0.75203252	0.085535695	0.201748746	0.897063135	103	CHAC1|GEMIN4|ALDH18A1|NOP56|EIF4EBP1|EXOSC2|RRP9|EXOSC5|DKC1|KHSRP|CALR|NHP2|EDC4|NOLC1|CXXC1|EIF4A3|FUS|EEF2|ZBTB17|IMP3|CKS1B|ARFGAP1|EIF2S1|HYOU1|XPOT|PREB|SRPRB|DCTN1|YIF1A|PSAT1|LSM4|BANF1|EIF4G1|HSPA9|CEBPG|SHC1|NOP14|DNAJA4	AML
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.000167875	0.000599554	0.518848078	-0.417912267	-1.782416035	127	ACVR2A|DAB2|TFPI|IRS1|MAGI2|PLCB4|DUSP1|INSIG1|AKT3|DDAH1|LTBP1|GRK5|LPAR1|PDLIM5|ICA1|PRKAR2B|FHL2|ITGB3|NEK7|PRKCA|CDC42BPA|ATP2C1|BDNF|NFIB|LAMC1|ADD3|ADORA2B|FYN|SERPINE1|KALRN|ABCC1|WDR37|INPP4B|MAP1B|DLG1|IGF1R|TOGARAM1|CAV1|TGFBR2|MAP2K5|RASA2|CELF2|SCAF8|KCNMA1|TGFBR3|MGLL|NR1D2	AML
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.414050822	0.504940027	0.073805272	-0.23804157	-1.014942442	128	ICAM1|CA2|TUBA4A|SOD2|AMD1|CYB5R1|FOS|CDKN2B|IL6ST|HSPA2|HLA-F|GLS|LYN|FURIN|RET|NFKBIA|NR4A1|TAP1|ATF3|PRKCD|RASGRP1|JUNB|CCND3|TMBIM6|SQSTM1|CREG1|FOSB	AML
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.088452088	0.138206388	0.237793834	0.372393235	1.377342733	37	MYC|SKP2|CCND2|KAT2A|NKD1|GNAI1|JAG1|WNT6|HDAC11|TP53|DVL2|RBPJ	AML
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.805059524	0.819088319	0.042077211	-0.193879069	-0.839599857	142	ABCC3|TGFB2|TPST1|AQP9|PGRMC1|CA2|SLC6A6|PDLIM5|VNN1|ABCD2|ARG2|NINJ1|SMOX|CYP27A1|PROS1|SPINT2|SERPINE1|ENTPD5|CD36|GSTM4|PAPSS2|ACP1|SLC46A3|TMBIM6|ATP2A2|ARPP19	AML
HALLMARK	HALLMARK_ADIPOGENESIS	0.049441786	0.107482144	0.257206466	0.302150698	1.312507104	174	SPARCL1|FABP4|DHCR7|PHLDB1|PPARG|CAVIN1|LTC4S|COL4A1|LIFR|LPL|COL15A1|MGLL|SNCG|LIPE|CD151|ENPP2|HSPB8|PGM1|UCK1|ALDOA|CRAT|FAH|RNF11|DHRS7B|ACOX1|LAMA4|ARAF|NDUFB7|GPX3|GBE1|ADCY6|PEX14|YWHAG|ACADS|COX8A|UCP2|PFKL|VEGFB|ACAA2|RETSAT|ECH1|MDH2|SORBS1|IDH1|SLC25A1|ESRRA|ARL4A|DGAT1|CS|COQ9	ANA
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	2.91E-07	4.85E-06	0.67496286	-0.445226372	-1.998931515	157	ICAM1|ACHE|BCL3|CD8B|HLA-DMB|TRAT1|FAS|CTSS|CD3E|CCR1|CD86|IL2RG|CD74|CD4|NLRP3|CD3D|CSF1|PTPRC|LY86|IL7|IFNGR1|DYRK3|CD28|CD7|ACVR2A|RIPK2|CD3G|CD1D|CD79A|IRF7|KRT1|EIF3J|B2M|IFNGR2|TLR2|RPS3A|HIF1A|HLA-DQA1|RPL9|JAK2|HLA-DRA|HLA-DMA|NPM1|IL4R|RPL39|HLA-DOA|CD8A|CCL5|ABI1|IGSF6|LTB|ITGB2|UBE2D1	ANA
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.468671679	0.592868988	0.095287985	-0.237505972	-0.968714416	85	DNAJB9|HPGD|STEAP4|TSC22D1|VAPA|SLC38A2|MYL12A|INSIG1|CENPN|B2M|SMS|B4GALT1|HMGCR|ABHD2|ZBTB10|PDLIM5|PIAS1|TMEM50A|STK39|RAB4A	ANA
HALLMARK	HALLMARK_ANGIOGENESIS	0.004935821	0.015424441	0.407017919	0.58624678	1.742008229	22	PGLYRP1|FSTL1|JAG2|SLCO2A1|JAG1|LPL|NRP1	ANA
HALLMARK	HALLMARK_APICAL_JUNCTION	1.05E-05	8.72E-05	0.593325476	0.457508815	1.91873751	131	COL17A1|LAMA3|ALOX15B|VCAM1|TJP1|FLNC|ITGB4|CERCAM|CD34|ITGA3|FBN1|PARVA|NECTIN1|PCDH1|SDC3|VWF|MYL9|ZYX|ADAM15|JAM3|MYH9|RHOF|CDH6|GAMT|ACTN4|ACTG1|SHC1|MAPK13|CRAT|ITGA9|FSCN1|KCNH2|SYK|ACTB|CTNND1|EPB41L2|SRC|AKT2|CD274|MAP4K2|MMP9|YWHAH|TUBG1	ANA
HALLMARK	HALLMARK_APICAL_SURFACE	0.02946811	0.070162166	0.352487858	-0.49890329	-1.56133536	25	PLAUR|MAL|SULF2|IL2RG|AFAP1L2|DCBLD2|B4GALT1	ANA
HALLMARK	HALLMARK_APOPTOSIS	0.379652605	0.499542902	0.107554375	-0.229194299	-1.025338378	140	IER3|JUN|DDIT3|LEF1|GADD45B|PMAIP1|FAS|CD44|BCL2L11|CD14|IFNGR1|TNFSF10|IFITM3|CASP3	ANA
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.218905473	0.304035379	0.117249717	0.30530115	1.150079765	70	FDXR|PEX12|RBP1|BCAR3|LIPE|SLC35B2|DHCR24|ABCA2|SULT1B1|FADS2|PEX26|SLC29A1|ABCD1|ACSL1|MLYCD|SLC23A2|PFKM|IDH2|ATXN1|RETSAT|IDH1|PAOX|ABCA3	ANA
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.63237774	0.735322954	0.058969447	0.244488259	0.903168704	63	DHCR7|PPARG|JAG1|LPL|ACTG1|CLU|FABP5|FASN|ABCA2|FADS2|SCD|HSD17B7|CD9|ETHE1|ECH1|SREBF2|GNAI1|LSS|TRIB3|FDPS|PMVK|PCYT2	ANA
HALLMARK	HALLMARK_COAGULATION	0.002435166	0.00869702	0.431707696	0.43985408	1.679782115	76	MMP8|CTSE|F12|RAPGEF3|FN1|HTRA1|TIMP3|A2M|FBN1|CSRP1|VWF|MMP1|CFH|CRIP2|GSN|CASP9|HPN|CAPN5|THBS1|ITGB3|CLU|SERPING1	ANA
HALLMARK	HALLMARK_COMPLEMENT	0.173228346	0.254747568	0.172324345	-0.260517517	-1.169644721	157	PLAUR|CXCL1|TFPI2|TNFAIP3|PLA2G7|SERPINA1|FCN1|CTSS|MAFF|F5|HSPA5|CEBPB|CTSO|ERAP2|CD55|CTSH|CASP3|SPOCK2|IRF7|L3MBTL4|CTSL|TIMP2|JAK2|CD46|KYNU|DPP4|CPQ|CCL5|CASP5|PLA2G4A|USP15|KIF2A|C3	ANA
HALLMARK	HALLMARK_DNA_REPAIR	0.939899833	0.979062326	0.040247757	0.181940754	0.765918395	140	TYMS|ZWINT|RAD51|NME4|FEN1|BCAM|SAC3D1|PCNA|UMPS|DUT|TAF10|CLP1|NELFB|RFC5|CDA|RAD52|USP11|ADCY6|SNAPC4|POLR2E|POLD1|POLD4|COX17|AGO4|LIG1|DDB2|ALYREF|DDB1|DGUOK|TAF6|XPC|POLA2|RAE1	ANA
HALLMARK	HALLMARK_E2F_TARGETS	0.115323855	0.213562694	0.163180127	0.278376386	1.223223566	186	TK1|ESPL1|KIF2C|WDR90|ASF1B|TCF19|PLK1|KIF18B|MCM4|SPAG5|AURKB|PCNA|SUV39H1|POLE|NAA38|DSCC1|MXD3|SHMT1|CCNE1|DUT|TIMELESS|CCNB2|BIRC5|RNASEH2A|MCM7|RAD50|NCAPD2|MCM2|LMNB1|MCM3|TUBB|CDC20|TUBG1|RAD1|STMN1|PLK4|MAD2L1|MCM5	ANA
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.00012722	0.000795126	0.518848078	0.432178065	1.783184665	116	IGFBP2|LAMA3|COL4A2|COL6A3|VCAM1|FSTL1|BGN|FN1|FBN2|NNMT|HTRA1|LOX|TIMP3|ADAM12|FERMT2|COL4A1|PDGFRB|SDC4|FBN1|DPYSL3|ENO2|IGFBP4|MYL9|MMP1|COL6A2|FLNA|PLOD1|FBLN2|CXCL12|MGP|CDH6|GJA1|TGM2|THBS1|TPM4|ITGB3|QSOX1|MAGEE1|SERPINH1|ECM1	ANA
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.013677791	0.037993864	0.380730401	0.334171133	1.406941224	135	SYBU|PODXL|DHCR7|PPIF|FKBP5|SEC14L2|RPS6KA2|IGFBP4|CELSR1|FARP1|KRT8|WWC1|CISH|CXCL12|CLIC3|SLC24A3|SLC37A1|DEPTOR|ASB13|CCND1|OLFM1|GJA1|SH3BP5|TGM2|HSPB8|SLC1A1|FOXC1|ENDOD1|NAV2|KAZN|SVIL|TGIF2|FASN|SYNGR1|MED24|MYB|PAPSS2|RET|DLC1|ALDH3B1|MYBBP1A|ABAT|MINDY1	ANA
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.022114796	0.055286989	0.352487858	0.336798154	1.408377156	128	LTF|DHCR7|ASS1|DLG5|PPIF|FKBP5|UNC13B|KIF20A|IMPA2|RPS6KA2|IGFBP4|FARP1|S100A9|CISH|CXCL12|CLIC3|SLC24A3|CCND1|OLFM1|SLC2A8|ST14|HSPB8|FOXC1|MAPK13|FABP5|LLGL2|PRKAR2B|RNASEH2A|CD9|MYB|SLC29A1|CDC20|PAPSS2|PLK4|HOMER2|CDC6|RET|ALDH3B1	ANA
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.724409449	0.823192555	0.073990144	-0.206131829	-0.89277443	124	G0S2|HPGD|CA4|S100A10|GABARAPL1|VNN1|MCEE|CD1D|ADSL|SMS|RAP1GDS1|OSTC	ANA
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.963141026	0.982796965	0.037225401	0.171563273	0.749169567	183	ESPL1|KIF2C|CCNA2|PLK1|AURKB|CCND1|TNPO2|INCENP|SUV39H1|POLE|CCNF|SAP30|CDC7|CCNB2|BIRC5|ABL1|MCM2|DTYMK|HIRA|LMNB1|MCM3|LIG3|CDC20|CHMP1A|NSD2|STMN1|PLK4|MAD2L1|CDC6|UPF1|MCM5|NUMA1|TROAP	ANA
HALLMARK	HALLMARK_GLYCOLYSIS	0.171215881	0.254747568	0.168238166	-0.260568399	-1.165695575	140	CXCR4|IER3|VCAN|CD44|VEGFA|DDIT4|DSC2|TGFBI|HSPA5|ALDOB|EXT1|IL13RA1|ERO1A|AGL|AURKA|CTH|P4HA1|RRAGD|PLOD2|B4GALT1|MXI1|DPYSL4|HOMER1|ZNF292|GFPT1|FUT8|KIF2A|GCLC|NSDHL|COG2|NT5E|TPST1|PPIA|EGLN3	ANA
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.316636852	0.427887637	0.09854998	0.372118722	1.105735496	22	RTN1|CELSR1|ADGRG1|NRP1|MYH9|AMOT|HEY1	ANA
HALLMARK	HALLMARK_HEME_METABOLISM	0.004705178	0.015424441	0.407017919	-0.308290034	-1.40680964	178	RAP1GAP|ALAS2|SLC22A4|SLC6A9|YPEL5|SLC6A8|HBB|DCUN1D1|SELENBP1|OSBP2|GYPC|RIOK3|SLC4A1|MGST3|EPB42|RBM5|SDCBP|ATP6V0A1|TFRC|MARK3|MBOAT2|EZH1|MXI1|CLIC2|AHSP|TCEA1|NUDT4|RCL1|USP15|GCLC|CIR1|C3|EPB41|HBD|FOXJ2|SLC25A37|HMBS|GMPS|PICALM|CTNS|XK|EIF2AK1|CDR2|KDM7A|SLC11A2|ISCA1|NNT|LAMP2|SLC25A38|TSPAN5|GAPVD1|BMP2K|TOP1|ADIPOR1|SLC30A1|HTATIP2|CTSB|SIDT2|BTG2|CA1|BACH1|ABCG2|MPP1|KLF1|CDC27|CA2|SEC14L1|GCLM|XPO7|GYPA|RANBP10|RBM38|ANK1|HAGH|DCAF10|RNF123|PRDX2|TFDP2|PPP2R5B|NEK7|ELL2|RAD23A|LPIN2	ANA
HALLMARK	HALLMARK_HYPOXIA	0.00184064	0.007079385	0.455059867	-0.354922035	-1.578496978	143	PLAUR|CXCR4|FOS|ADM|IER3|JUN|TNFAIP3|DDIT3|DUSP1|ZFP36|MAFF|VEGFA|PPP1R15A|JMJD6|DDIT4|NFIL3|TGFBI|HSPA5|ALDOB|GAA|LXN|SELENBP1|PNRC1|EXT1|ERO1A|NEDD4L|FOSL2|P4HA1|RRAGD|BTG1|CDKN1A|MXI1	ANA
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	2.03E-15	5.08E-14	1.007317957	-0.665936232	-2.515685207	141	CXCL8|OSM|PLAUR|ICAM1|TNFAIP6|FFAR2|C5AR1|NFKBIA|ADM|CSF3R|TNFRSF1B|FPR1|IL7R|SELL|RGS1|GPR183|PROK2|CCR7|IFITM1|CXCL10|PDE4B|NAMPT|CSF1|MXD1|FZD5|AQP9|P2RX4|ABCA1|TLR2|CD69|SLAMF1|EREG|CD14|PTGER4|RIPK2|IFNGR2|CYBB|RASGRP1|NLRP3|ACVR1B|KLF6|CD55|CCRL2|LCK|SLC31A1|LY6E|CDKN1A|TAPBP|PTAFR|IRF7|SLC7A1|IRAK2|SELENOS|KCNA3|CD48|KIF1B|NMI|IL4R|ATP2B1|IL1B|IL15|LCP2|BTG2|HIF1A	STAD
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	2.77E-14	6.92E-13	0.975994683	-0.627042772	-2.466372667	139	CXCL8|OSM|ICAM1|PLAUR|FFAR2|ADM|C5AR1|NFKBIA|CSF3R|RGS1|FPR1|CCR7|SELL|TNFRSF1B|CXCL10|TNFAIP6|AQP9|IL7R|ABCA1|IFITM1|CD14|PDE4B|GPR183|NAMPT|MXD1|PTAFR|CYBB|RIPK2|KIF1B|FZD5|TLR2|CD55|PROK2|CDKN1A|PTGER4|IL4R|TAPBP|EREG|KCNA3|IFNGR2|ACVR1B|PTGIR|NLRP3|IRF7|C3AR1|KLF6|HPN|HIF1A|P2RX4|MYC|NMI|ATP2B1|LCK|LDLR	PRAD
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	4.27E-14	1.07E-12	0.965327754	-0.56753814	-2.471386247	147	CXCL8|FFAR2|FPR1|C5AR1|ACVR2A|ICAM1|PLAUR|RGS1|IL7R|AQP9|ADM|CDKN1A|CCL5|TNFRSF1B|NAMPT|TNFAIP6|SEMA4D|GP1BA|OSM|CCR7|PTGIR|HPN|LPAR1|CXCL10|DCBLD2|MXD1|LTA|KCNA3|SELL|ABI1|GPR183|SCN1B|ITGB3|SPHK1|PTAFR|TIMP1|ATP2C1|SLAMF1|CD14|ADORA2B|LYN|SERPINE1|GABBR1|ADGRE1|PSEN1|NFKBIA|PROK2|SCARF1|KCNJ2|CD48|CD55|LCK|BEST1|IFITM1|CYBB|RASGRP1|IRAK2|EMP3|ATP2A2|IL18RAP|EREG|PDE4B|IL10RA|KIF1B|CSF3R|CD40|MEFV|IL15|CSF1|HIF1A|TLR2|TLR1|TNFSF10|TAPBP|ABCA1|SLC11A2|IL2RB|CD82|ACVR1B|LDLR	AML
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	1.07E-13	2.69E-12	0.954541631	-0.635196637	-2.466222639	138	CXCL8|OSM|ICAM1|PLAUR|ADM|FFAR2|C5AR1|NFKBIA|CSF3R|TNFAIP6|TNFRSF1B|PDE4B|FPR1|IL7R|KCNJ2|SELL|NAMPT|CCR7|GPR183|ABCA1|BEST1|IFITM1|AQP9|PROK2|MXD1|RIPK2|CSF1|C3AR1|PTGER4|CXCL10|TLR2|IL4R|LCK|IFNGR2|CYBB|KLF6|IL18RAP|NLRP3|RASGRP1|CD69|ATP2B1|FZD5|RGS1|TNFSF10|NOD2|CD48|BTG2|IRF1|PTGER2|P2RX4|NMI|CCRL2|PIK3R5|IFNAR1|CD14|MEFV|MYC	CHOL
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	1.21E-13	3.03E-12	0.943632225	-0.572601943	-2.522519739	136	CXCL8|PLAUR|ICAM1|OSM|ADM|FFAR2|TNFRSF1B|GPR183|C5AR1|NFKBIA|SELL|RGS1|IL7R|CSF3R|FPR1|TNFAIP6|CCR7|PDE4B|AQP9|CXCL10|IFITM1|NLRP3|SLAMF1|CD14|CSF1|SLC31A1|PTAFR|CYBB|CD55|ACVR2A|TNFSF10|RIPK2|NAMPT|IRF7|CD48|DCBLD2|ATP2B1|IFNGR2|TLR2|CDKN1A|HIF1A|NMI|ABCA1|MXD1|C3AR1|PROK2|CCRL2|IL4R	ANA
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.012113107	0.035626786	0.380730401	0.417473991	1.542198569	63	PKP1|IGFBP2|SPTBN2|CACNA1F|SYNPO|ZBTB16|KCNMB1|TCF7L1|YPEL1|TCL1A|GAMT|TG|CCDC106|RYR1|KMT2D|SNN|COPZ2|IDUA|GP1BA|SLC25A23|MAGIX	ANA
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.000967036	0.004835178	0.477270815	-0.372206571	-1.627634332	130	G0S2|PLAUR|CXCR4|PTGS2|PLAU|TNFRSF1B|TNFAIP3|IL7R|ADAM8|CTSS|PPP1R15A|CXCL10|IL2RG|TRIB1|LY96|GYPC|PLEK2|CBR4|TFPI|ERO1A|SDCCAG8|MMD|GADD45G	ANA
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.040625	0.092329545	0.28201335	0.302764867	1.340132632	194	SORBS2|ESPL1|KIF2C|ARHGAP29|BCAR1|SYNPO|SPTBN1|PLK1|FARP1|FLNA|MYH9|RHOF|GSN|INCENP|SAC3D1|ACTN4|ARAP3|PXN|FSCN1|MYO1E|SPTAN1|CCNB2|CDC42EP4|BIRC5|SHROOM1|CDC42EP1|KIF3C|EPB41L2|ABL1|ABR|CLIP2|CNTROB|LMNB1|CEP250|LLGL1|NEDD9|MAP1S|DST|ECT2|KLC1|NET1|MAPRE1|CEP131|MYH10|NUMA1|RHOT2|KIF22|FBXO5|DOCK4|MAP3K11|TPX2|RASAL2|GEMIN4|BCR|CTTN|KPTN|ARHGAP27	ANA
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.148148148	0.238948626	0.188204146	-0.255307512	-1.170761247	182	CXCR4|DDIT3|FGL2|PPP1R15A|DDIT4|POLR3G|NFIL3|HSPA5|HSPE1|MTHFD2L|DAPP1|FKBP2|ERO1A|SLC7A5|AURKA|NAMPT|SKAP2|CTH|UBE2D3|INSIG1|P4HA1|PLOD2|TFRC|CDKN1A|SSR1|PITPNB|IFRD1|HMGCR|TCEA1|SQLE|ITGB2|GLA|GCLC|HMBS|GMPS|HSP90B1|PDK1|PPIA|EGLN3|ATP6V1D|STARD4|CFP|SORD|SLC1A5|PPA1|HMGCS1|SQSTM1|TXNRD1|IDI1|TUBA4A|SEC11A|ETF1|BHLHE40|ME1|USO1|TBK1|CANX|GTF2H1|BTG2	ANA
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.823848238	0.888632012	0.069119846	-0.188538787	-0.86725228	186	VDAC3|MCM6|HSPE1|CBX3|EIF3J|XPO1|UBE2L3|RPL6|IFRD1|NPM1|CLNS1A|RPL34|CCT3|PTGES3|RPL22|RSL1D1|TFDP1|RPS6|ACP1|DEK|CCT2|ORC2|PRDX4|UBA2|PPIA|EEF1B2|USP1|SNRPB2|SRSF7|RPL14|RPS5|RAD23B|DDX21|TRA2B|FBL|ABCE1|VDAC1|PABPC4|ETF1|RPS3|SRSF3|XPOT|CANX|YWHAE|NAP1L1|PSMA4|RACK1|EIF4E|CNBP|SNRPD1|RPL18|CDK2|RPS2|YWHAQ|SF3A1|SMARCC1|EIF2S2|HPRT1|COX5A|NCBP1|UBE2E1|HDDC2|HSPD1|SSBP1|HNRNPA3|CUL1|PA2G4|HDAC2|CCT4|HNRNPA1|HNRNPC|TOMM70|SNRPA|GNL3|SNRPD2	ANA
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.835314092	0.888632012	0.046415496	0.214983815	0.767288383	53	PLK1|MCM4|MAP3K6|BYSL|GRWD1|PLK4|PPRC1|MCM5|MYBBP1A|RRP9|LAS1L|PES1|DCTPP1|UNG|TCOF1|NOP16|SRM|UTP20|NOP56	ANA
HALLMARK	HALLMARK_MYOGENESIS	9.18E-06	8.72E-05	0.593325476	0.475121632	1.959424296	118	PTGIS|COL4A2|COL6A3|MYOM2|APLNR|ADAM12|ITGB4|TEAD4|MYH3|WWTR1|TNNT3|COL15A1|NQO1|AGRN|COL6A2|SMTN|IGFBP7|MYH9|GSN|DAPK2|FKBP1B|MYH11|PDLIM7|HSPB8|MYO1C|MYL4|DMPK|PC|PICK1|CRAT|CLU|MYL6B|KCNH2|SPTAN1|PSEN2|NAV2|SVIL|RYR1|SCD|FLII|TPM2|AKT2|ITGB5|KLF5|TAGLN|TNNC2|ACSL1	ANA
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.106951872	0.213562694	0.181383128	0.428835536	1.325824504	27	NOTCH3|JAG1|CCND1|SAP30|DTX1|PSEN2|FZD1|DTX4|FZD5|KAT2A	ANA
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	1	1	0.035542021	0.114987353	0.501022019	177	MAOB|MFN2|CYB5R3|NDUFA9|PDK4|GPI|ECI1|ATP1B1|NDUFB8|ACADVL|NQO2|NDUFB7|SLC25A4|COX8A|RHOT2|IDH2|SLC25A20|ACAA2|OGDH|NDUFA4|NDUFS2|RETSAT|ECH1|SLC25A12|ETFDH|MDH2|TIMM17A|IDH1|COX17|MRPS11|ALAS1|CS|FH|NDUFS7|PDHA1|AIFM1|COX6A1|ACAT1|ATP6V1F|GOT2|ETFB|SDHD|ALDH6A1|TIMM13|HTRA2	ANA
HALLMARK	HALLMARK_P53_PATHWAY	0.15503876	0.242248062	0.181383128	-0.258606911	-1.176780227	163	FOS|PLK3|IER3|JUN|DDIT3|TOB1|TSPYL2|GM2A|TM4SF1|FAS|PPP1R15A|DDIT4|ABCC5|S100A10|NINJ1|TSC22D1|SLC3A2|ZFP36L1	ANA
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.743445693	0.82605077	0.056294075	0.305880995	0.803488392	14	PKLR|STXBP1|LMO2|SRPRB	ANA
HALLMARK	HALLMARK_PEROXISOME	0.133111481	0.229502553	0.155241966	0.31721217	1.232680935	81	DLG4|STS|SLC35B2|TSPO|CRAT|PEX11B|PEX5|DHCR24|ACOX1|ABCD1|ACSL1|MLYCD|YWHAH|ABCB4|CEL|PEX14|SLC25A4|SLC23A2|CTBP1|NUDT19|IDH2|ATXN1|RETSAT|ECH1|IDH1|FDPS	ANA
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.142857143	0.238095238	0.184706471	-0.292429168	-1.216492524	92	CXCR4|DDIT3|CAMK4|E2F1|IL2RG|DAPP1|THEM4|VAV3|UBE2D3|MAPK10|CDKN1A|HSP90B1|PDK1|TNFRSF1A|CDKN1B|ATF1|CAB39|PTEN|MKNK2|SQSTM1|MAPKAP1|TBK1|MAPK8|SMAD2|EIF4E|ECSIT|ACTR3|RIT1|CDK2|MAPK9|GSK3B|TIAM1|PPP2R1B|RPS6KA3|IRAK4	ANA
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.001444595	0.006566342	0.455059867	-0.406750244	-1.675733445	88	CAV2|STX7|VAMP7|TMED2|BET1|TMED10|ABCA1|PPT1|ICA1|TOM1L1|RAB5A|GLA|RAB14|ATP7A|SNX2|COG2|NAPG|ARFGEF1|KIF1B|ARFGAP3|STX12|VAMP4|IGF2R|LAMP2|LMAN1|SCAMP1|VAMP3|USO1|GOLGA4|SEC31A|GBF1|SGMS1|AP3B1|RAB2A|RPS6KA3|MON2|CLTA|STAM|AP1G1|SOD1|ERGIC3|YIPF6|ZW10|AP2B1|ARFIP1|SEC24D	ANA
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.546086957	0.65010352	0.067518895	0.269351529	0.94447588	48	MPO|NQO1|PFKP|CDKN2D|G6PD|FES|GPX3|TXNRD2|NDUFS2|MSRA|PRDX6|PRNP|SBNO2|GLRX2|HMOX2|HHEX|STK25	ANA
HALLMARK	HALLMARK_SPERMATOGENESIS	0.474295191	0.592868988	0.072179797	0.262350408	0.982847618	68	SLC2A5|GFI1|KIF2C|ACE|JAM3|TKTL1|HSPA1L|CCNB2	ANA
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.517361111	0.630928184	0.070113216	0.274478001	0.970132833	49	TJP1|ID1|WWTR1|SPTBN1|BCAR3|THBS1|SKI|SMAD6|ENG|SMAD7|PPP1CA|ACVR1	ANA
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	5.86E-24	2.93E-22	1.270913044	-0.648942872	-2.939100217	162	G0S2|PLAUR|FOSB|ICAM1|FOS|TUBB2A|CXCL1|IER3|PTGS2|PLAU|CD83|NR4A2|BCL2A1|GPR183|JUN|TNFAIP3|NFKBIA|AREG|DUSP1|BCL3|IL7R|ZC3H12A|ZFP36|GADD45B|DUSP4|TNFAIP6|PDE4B|EGR1|DUSP2|JUNB|CD44|MAFF|VEGFA|PPP1R15A|CXCL10|SOCS3|NFIL3|CCNL1|PER1|MARCKS|FOSL1|KLF10|NR4A1|CSF1|CEBPB|NINJ1|CXCL2|TRIB1|PNRC1|NFE2L2|RIPK2|TSC22D1|EIF1|NAMPT|FOSL2|ATP2B1|BTG1|IFNGR2|REL|TLR2|CDKN1A|B4GALT1|ABCA1|MXD1|SLC16A6|SLC2A6|ZBTB10|KYNU|CCRL2	ANA
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.017718393	0.04662735	0.352487858	-0.342016033	-1.435154103	98	TUBB2A|DNAJB9|TSPYL2|VEGFA|DDIT4|HSPA5|CEBPB|ERO1A|SLC7A5|NFYB|EIF2AK3|IFIT1|SSR1|NPM1|DNAJC3|NABP1|EXOSC1|HSP90B1|RPS14|PARN|ATF6|LSM1|CEBPG|EXOC2|DDX10|ATF3|YWHAZ|PDIA6|SEC11A|XPOT|CNOT2|SEC31A|HERPUD1|EIF4E|EIF4A2|CNOT4|XBP1|CNOT6|EDEM1|TTC37|NFYA|DCP1A|BAG3|EXOSC9|PDIA5|PAIP1|MTHFD2	ANA
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.125412541	0.223950967	0.159646702	0.297427283	1.216944955	112	IGFBP5|TJP1|PPARG|PTPN21|KCNMA1|PDGFRB|ID1|ERBB2|MGLL|NRP1|PTPRM|MT1E|GJA1|GRK5|ITGB3|APBB2|PRKAR2B|SYNE1|ARHGEF9|CITED2|PRKCE|PIK3CD|DLC1|PEX14	ANA
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.066496164	0.138533674	0.28201335	-0.299908042	-1.29690789	122	FOSB|ICAM1|FOS|NFKBIA|JUNB|GRINA|BCL2L11|NR4A1|SLC6A8|CXCL2|HSPA2|CASP3|DNAJB1|HSPA13|GLS|TFRC|AMD1|BTG1|PPP1R2|EIF5|PPT1	ANA
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.112299465	0.213562694	0.176694269	0.405758122	1.313404091	34	JAG2|JAG1|HDAC11|FRAT1|HEY1|PSEN2|NOTCH4|FZD1|AXIN1|AXIN2|RBPJ|CCND2|GNAI1|KAT2A	ANA
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.186195827	0.265994038	0.126253988	0.276661067	1.159525891	129	ARG1|EPHA2|ATOH8|BCAR1|MAOA|NQO1|CYP2E1|IGFBP4|AKR1C3|ACP2|NDRG2|CES1|PTGR1|PYCR1|IL1R1|PC|CSAD|SPINT2|FAH|PDK4|ACOX1|ATP2A2|CDA|PAPSS2|ASL|LONP1|AP4B1|RETSAT|ECH1|ETFDH|GART|IDH1|ACOX3|SLC35D1	ANA
HALLMARK	HALLMARK_ADIPOGENESIS	0.043455233	0.090531735	0.321775918	0.293585537	1.27111932	173	DHCR7|MGLL|FABP4|SPARCL1|PHLDB1|CD151|FAH|LPL|CRAT|UCP2|CAVIN1|ME1|COL15A1|LIFR|RNF11|SNCG|PGM1|ALDOA|DHRS7B|LTC4S|COL4A1|LPCAT3|ADCY6|YWHAG|GPD2|AGPAT3|STOM|GBE1|ACOX1|MIGA2|GPX3|CD36|ADIPOR2|ARAF|PFKL|TST|ELMOD3|CDKN2C|TALDO1|RTN3|SULT1A1|HADH|DNAJC15|SCP2	BLCA
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	5.06E-10	8.44E-09	0.801215575	-0.534245756	-2.18203153	157	ICAM1|BCL3|TRAT1|CD86|CD8B|FAS|CD3G|CD3E|HLA-DMB|CD3D|CTSS|IL2RG|CD79A|CD7|CFP|IL4R|ACHE|HLA-DOA|FCGR2B|CD74|PTPRC|IFNGR2|KRT1|TLR2|RIPK2|CD8A|ITGB2|DYRK3|RPL9|NLRP3|CD4|CD2|CD247|HLA-DRA|UBE2D1|RPL39|LY86|CRTAM|RPS3A|LTB|CXCR3|IRF7|CSF1|TLR1|CCR1|ETS1|CD1D|ITK|IGSF6|RPS9|SPI1|HLA-DMA|RPS19|MMP9|GPR65|IFNGR1|FGR|HLA-DQA1|NPM1|EIF3D	BLCA
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.80952381	0.91991342	0.063642408	0.214588986	0.839827225	83	LIFR|HOMER2|ITGAV|ACTN1|CDC14B|CCND3|SPCS3|MAP7|INPP4B|ABCC4|SAT1|SRF|AKT1|ADAMTS1|NCOA4|GPD1L|CCND1|KRT8|UBE2J1	BLCA
HALLMARK	HALLMARK_ANGIOGENESIS	0.035150732	0.087876831	0.321775918	0.518827747	1.537694592	22	FSTL1|SLCO2A1|JAG2|LPL|JAG1|ITGAV|TIMP1|PF4|APP|TNFRSF21|PDGFA	BLCA
HALLMARK	HALLMARK_APICAL_JUNCTION	9.14E-05	0.000508015	0.538434096	0.427668856	1.777323913	126	VWF|MYL9|MDK|TJP1|COL17A1|CERCAM|MYH9|CD34|ZYX|CRAT|RHOF|TSPAN4|YWHAH|JAM3|VCL|ACTB|ITGB4|CLDN5|PARVA|CDH6|CD99|FBN1|ACTG1|RRAS|ACTN1|NECTIN1|ITGB1|MAP4K2|BMP1|AKT2|SRC|GNAI1|SHC1|CADM2|ACTN4|GAMT|IRS1|LDLRAP1|PARD6G|MSN|INPPL1|ADAM9|PFN1|IKBKG	BLCA
HALLMARK	HALLMARK_APICAL_SURFACE	0.026863155	0.070692513	0.352487858	-0.539752111	-1.544397607	25	PLAUR|MAL|IL2RG|SULF2	BLCA
HALLMARK	HALLMARK_APOPTOSIS	0.127214171	0.227168162	0.156312403	-0.296655221	-1.191705065	142	JUN|DDIT3|GADD45B|IER3|LEF1|PMAIP1|FAS|CD44|CD69|TIMP2|BCL2L11|CDKN1B|IGF2R|CD2|PPT1|RHOB|AIFM3|RETSAT|ISG20|CD14|BIRC3|IFNGR1|MCL1|RARA|BTG3|PPP2R5B|BTG2|EGR3|TXNIP|ETF1|HMGB2|DNAJA1	BLCA
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.763333333	0.901349534	0.049690139	-0.233647384	-0.843221477	69	AQP9|ABCA1|ABCD2|CYP27A1|SLC22A18|IDI1|RETSAT|HSD17B11|PNPLA8|PECR|NR3C2|PEX16	BLCA
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.675084175	0.823273384	0.055826472	-0.250342477	-0.88262554	63	PLAUR|NFIL3|PNRC1|GLDC|SCD|IDI1|TP53INP1|NSDHL|ATF5|MVD|CHKA|TM7SF2	BLCA
HALLMARK	HALLMARK_COAGULATION	0.017308609	0.054089402	0.352487858	0.38720447	1.479242394	74	VWF|MMP8|CLU|TIMP3|ITGB3|MMP1|F8|CSRP1|CFH|A2M|THBS1|RAPGEF3|GP9|GSN|SPARC|CASP9|GP1BA|TIMP1|PF4|FBN1|PROS1|BMP1|CD9|WDR1|KLF7|HTRA1|SERPING1|PLEK|ADAM9|HPN|PEF1	BLCA
HALLMARK	HALLMARK_COMPLEMENT	0.03869969	0.087953842	0.287857117	-0.32585605	-1.330796865	156	PLAUR|TNFAIP3|CXCL1|MAFF|TFPI2|SERPINA1|CEBPB|C3|FCN1|SPOCK2|CTSS|HSPA5|F5|DPP4|TIMP2|C1QA|CTSL|CTSO|CTSB|CTSH|ERAP2|IRF7|GNGT2|PLA2G7|CPM|LRP1|RASGRP1|DUSP5|GATA3|CDA|KYNU	BLCA
HALLMARK	HALLMARK_DNA_REPAIR	0.998397436	1	0.035542021	-0.152631284	-0.612828372	140	PDE4B|ELL|CLP1|RPA3|NME3|RNMT|GTF2B|STX3|CDA|NELFE|ADA|CMPK2|SNAPC5|SF3A3|POLR2K|EIF1B|RPA2|MRPL40|TARBP2|EDF1|HCLS1|POLR2J|NT5C3A|NCBP2|SSRP1|POLR1D|APRT|SUPT5H|CSTF3|XPC|SDCBP|ERCC4|IMPDH2|ITPA|ALYREF|POLH|RAD52|TP53	BLCA
HALLMARK	HALLMARK_E2F_TARGETS	1	1	0.061169263	0.13826691	0.605413842	184	ASF1B|CDC25A|NAA38|TCF19|DSCC1|SUV39H1|TUBB|SPAG5|KIF2C|CIT|TRIP13|DONSON|CDKN2C|PLK1|NAP1L1|BRMS1L|GINS1|PLK4|CKS1B|SPC24|KIF18B|RACGAP1|POLA2|CDK1|RBBP7|CHEK2|MCM4|BARD1|MTHFD2|CDC20|NUP205|LMNB1|CCNB2|NUP107|RPA1|CDKN1A|RAD1	BLCA
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.00012039	0.000601952	0.538434096	0.434092696	1.766452104	111	DCN|COL4A2|IGFBP2|COL6A3|LOX|FSTL1|BGN|QSOX1|ENO2|MYL9|SDC4|FLNA|TPM2|TIMP3|FERMT2|ITGB3|ECM1|MMP1|PLOD1|ITGB5|TPM4|SNTB1|THBS1|MGP|ADAM12|DPYSL3|FGF2|CDH6|TPM1|WIPF1|ITGAV|SPARC|TIMP1|FBN1|TGFB1|VEGFC|COL4A1|ITGB1|LAMC1|BMP1|SERPINE2|CXCL12|PLOD3|CALD1|CD59|NID2|TAGLN|HTRA1|CALU	BLCA
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.189102564	0.305004136	0.125033368	-0.289518913	-1.149540841	131	FOS|AREG|FCMR|PMAIP1|TOB1|CD44|KLF10|LRIG1|RETREG1|BHLHE40|CHPT1|TBC1D30|SCARB1|MYC|FKBP4|BCL11B|UNC119|SLC26A2|OPN3|RRP12|NXT1|RASGRP1|RARA|TIAM1|KLF4|XBP1|AQP3|EGR3|SLC7A5|FAM102A|TGIF2	BLCA
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.3392	0.471111111	0.088094501	-0.266095251	-1.052145159	127	FOS|AREG|ZFP36|TFPI2|DUSP2|SERPINA1|TOB1|CD44|CHPT1|CDH1|SCARB1|FKBP4|ISG20|SLC26A2|OPN3|NXT1|BTG3|TIAM1|KLF4|XBP1|MOCS2|EGR3|SLC7A5|FAM102A|SGK1|ID2|MICB|BLVRB|LARGE1|PDCD4|TJP3|GALE|ALDH3B1|S100A9|BCL2|ST14|CHST8|ST6GALNAC2|PTPN6|BAG1|ITPK1	BLCA
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.831168831	0.923520924	0.06658921	0.20575756	0.852944449	123	ENO2|MGLL|CEL|CRAT|ME1|YWHAH|CPT1A|ALDOA|LTC4S|ALDH9A1|GPD2|ACADVL|ACOX1|PRDX6|CD36|ADIPOR2|PPARA|ODC1|HMGCL|HADH|CA2|ACSL4|RDH11	BLCA
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.926100629	0.985213435	0.038162891	-0.195370456	-0.809963941	185	BCL3|MARCKS|SLC38A1|CDKN1B|MYC|CCNT1|KMT5A|TFDP1|TLE3|UBE2S|ATF5|SLC7A5|MAP3K20|SAP30|E2F1|YTHDC1|PRPF4B|GSPT1|HNRNPD|CKS2|MCM6|HMGN2|HSPA8|SRSF10|HNRNPU|NASP|SMC1A|MAD2L1|SFPQ|HMGA1|CENPF|DDX39A|FOXN3|SMAD3|NOLC1|RPA2|LIG3|SMC2|INCENP|CBX1|MYBL2|HIF1A|DBF4|BUB3|CDC25B|CDK4|PML|CASP8AP2|NUP50|ARID4A|TOP1|DKC1|ESPL1|CUL4A|SS18|NCL|NOTCH2|CUL3|CUL1|SNRPD1|MTF2	BLCA
HALLMARK	HALLMARK_GLYCOLYSIS	0.022177347	0.06522749	0.352487858	-0.345557857	-1.387445962	140	DPYSL4|CXCR4|VEGFA|IER3|DDIT4|ALDOB|VCAN|DSC2|TGFBI|CD44|HSPA5|IL13RA1|ERO1A|MXI1|NT5E|PC|AGL|FKBP4|HK2|GCLC|AGRN|ISG20|MERTK|TKTL1|HAX1|FAM162A|ANKZF1|B3GALT6|EXT1|NSDHL|SAP30|P4HA1|LDHA|POLR3K|HOMER1|GLRX|B4GALT7|GNE|CHPF2|DLD|PGLS|GALE|IRS2	BLCA
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.673684211	0.823273384	0.057852976	-0.305204384	-0.863272939	22	VEGFA|ACHE|NRP2|TLE3	BLCA
HALLMARK	HALLMARK_HEME_METABOLISM	0.055045872	0.110091743	0.237793834	-0.305580845	-1.26374836	176	RAP1GAP|ALAS2|C3|ABCG2|SLC22A4|SELENBP1|HBB|OSBP2|MXI1|KEL|CIR1|GYPC|SLC25A37|PC|CTSB|SLC6A9|CLIC2|SIDT2|EPB42|BPGM|GCLC|SPTA1|SLC6A8|SLC4A1|AHSP|CA1|GYPA|PRDX2|RAD23A|SLC25A38|TFRC|AQP3|PPP2R5B|BTG2|DCUN1D1|USP15|RANBP10|ELL2|HMBS|ACP5	BLCA
HALLMARK	HALLMARK_HYPOXIA	7.21E-06	9.01E-05	0.610526878	-0.467211941	-1.875100045	139	PLAUR|DPYSL4|JUN|CXCR4|DDIT3|TNFAIP3|FOS|VEGFA|IER3|DDIT4|ADM|ZFP36|DUSP1|ALDOB|MAFF|NFIL3|TGFBI|GAA|PNRC1|JMJD6|FOSL2|HSPA5|SELENBP1|ERO1A|BTG1|BHLHE40|MXI1|CDKN1B|PPP1R15A|SCARB1|KLF6	BLCA
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	1.78E-13	4.44E-12	0.943632225	-0.653575286	-2.429972682	138	CXCL8|PLAUR|OSM|ICAM1|FFAR2|ADM|TNFAIP6|NFKBIA|CSF3R|C5AR1|FPR1|TNFRSF1B|SELL|NAMPT|ABCA1|AQP9|IFITM1|BEST1|IL7R|PDE4B|CCR7|CD69|TLR2|GPR183|PROK2|MXD1|IFNGR2|CXCL10|CCRL2|CD14|KCNJ2|RGS1|NLRP3|GABBR1|NOD2|P2RX4|RIPK2|IL1B|CD48|C3AR1|CYBB|FZD5|PTGER4|SERPINE1|LY6E|IL4R|KLF6|BTG2|MYC|SLC31A1|NMI|CSF1|TNFSF10|MEFV|IRF1|ATP2B1|PTAFR|TAPBP|LCK|MSR1|TLR1|EIF2AK2|IFNAR1	PAAD
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	4.93E-13	1.23E-11	0.921426003	-0.663405632	-2.343333369	135	CXCL8|OSM|PLAUR|ICAM1|ADM|C5AR1|FFAR2|NFKBIA|CSF3R|TNFRSF1B|FPR1|SELL|IL7R|PROK2|TNFAIP6|AQP9|ABCA1|PDE4B|IFITM1|RGS1|CCR7|CD69|CD14|NAMPT|GPR183|TLR2|MXD1|CXCL10|IL4R|IFNGR2|BEST1|FZD5|PTGER4|CSF1|RIPK2|BTG2|KCNJ2|SELENOS|CYBB|CD48|CCRL2|IRF1|LCK|IL1B|NLRP3|KLF6|ATP2B1|RASGRP1|MYC|EREG	HNSC
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	7.66E-13	1.92E-11	0.921426003	-0.626451864	-2.434183082	135	CXCL8|PLAUR|OSM|ICAM1|FFAR2|C5AR1|CSF3R|NFKBIA|ADM|FPR1|TNFRSF1B|CCR7|PDE4B|SELL|TNFAIP6|IL7R|RGS1|CXCL10|ABCA1|AQP9|NAMPT|C3AR1|RIPK2|IFITM1|IFNGR2|IL4R|FZD5|GPR183|TLR2|SLAMF1|CYBB|CD48|PROK2|IRF7|BEST1|PTGER4|ATP2B1|MXD1|NOD2|NLRP3|CD14|BTG2|IRF1|P2RX4|MYC|KLF6|RASGRP1|TNFSF10|MEFV|IL1B|IFNAR1|PIK3R5	ESCA
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	1.54E-12	2.57E-11	0.910119735	-0.585486012	-2.380948138	144	CXCL8|PLAUR|ICAM1|OSM|ADM|FFAR2|C5AR1|CSF3R|NFKBIA|FPR1|TNFAIP6|TNFRSF1B|PROK2|AQP9|SELL|RGS1|CSF1|IL7R|NAMPT|CXCL10|CDKN1A|MXD1|IFITM1|KIF1B|ACVR1B|PTAFR|TLR2|CD55|TIMP1|SLC7A1|PDE4B|ABCA1|PTGIR|LDLR|ADORA2B|FZD5|TAPBP|CD14|SPHK1|KCNJ2|KCNA3|CD82|CCR7|GPR183|C3AR1|IRAK2|GNA15|CCL5|CYBB|SLC31A1|CCRL2|P2RX4|RIPK2	THCA
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	1.22E-12	3.06E-11	0.910119735	-0.593318167	-2.369171131	136	CXCL8|OSM|PLAUR|ICAM1|TNFAIP6|ADM|C5AR1|FFAR2|CCR7|FPR1|TNFRSF1B|IFITM1|IL7R|NFKBIA|SLAMF1|SELL|CSF3R|RGS1|AQP9|PDE4B|CCRL2|GPR183|NAMPT|MYC|RASGRP1|ABCA1|KCNJ2|P2RX4|BEST1|FZD5|RIPK2|IL15|LCK|CD69|PTGER4|IFNGR2|CD48|NLRP3|IL4R|TLR2|CYBB|IFNAR1|TNFSF10|MXD1|SLC31A1|PROK2|IL1B|C3AR1|BTG2|KLF6|LY6E|EREG|NOD2|CD14|GABBR1|CXCL10|IL10RA|IL15RA|CSF1|IRF1	READ
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.082926829	0.159474672	0.245041785	0.358583361	1.315466933	61	IGFBP2|KCNMB1|CACNA1F|IDUA|SYNPO|GP1BA|MAGIX|PTPRJ|MFSD6|RYR1|RYR2|GAMT|SNN|EGF|ZBTB16|CCDC106|SIDT1|TGFB2|CPEB3|TG|PDK2|YPEL1|THRB|IFI44L|BARD1|FGGY	BLCA
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	4.86E-05	0.000338768	0.557332239	-0.456013423	-1.801324584	129	G0S2|PLAU|PLAUR|CXCR4|TNFAIP3|TNFRSF1B|IL7R|ADAM8|PLEK2|KCNN4|CTSS|IL2RG|PTGS2|ERO1A|ITGB2|TRIB1|TLR8|CDADC1|PPP1R15A|C3AR1|GYPC|CXCL10|BPGM|TMEM176A|ETS1|CSF2RA|IL10RA|RELN|MMP9|LY96|BIRC3|LAT2	BLCA
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.043135939	0.090531735	0.321775918	0.286856026	1.259436516	194	FLNA|MYH9|RHOF|SPTBN1|VCL|CLIP2|SORBS2|BCAR1|GSN|KIF3C|ARHGAP29|SYNPO|CTTN|FARP1|CNTROB|MAPRE1|BCR|DYNLL2|ACTN4|DST|KIF2C|RABGAP1|PKD2|BUB1|ARHGEF12|CLASP1|CLIP1|CAPZB|PLK1|KNTC1|SPTAN1|MYO1E|TBCD|CEP192|MARK4|NCK2|RACGAP1|NIN|CDK1|HDAC6|NET1|ALS2|KATNB1|TLK1|LMNB1|CCNB2|TUBD1|ANLN|KLC1|TPX2	BLCA
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.338461538	0.471111111	0.086034724	-0.252358064	-1.049231282	183	CXCR4|DDIT3|DDIT4|NFIL3|FGL2|NUFIP1|HSPA5|CFP|ERO1A|NAMPT|BHLHE40|ITGB2|FKBP2|PPP1R15A|SCD|IDI1|HK2|GCLC	BLCA
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.000167517	0.000697988	0.518848078	-0.40157582	-1.668131029	187	RPL6|MRPL23|RPS6|MYC|RPL34|RPL22|SRSF7|FBL|SNRPD2|RPS5|CNBP|RPL18|RPL14|EEF1B2|RACK1|SNRPB2|PABPC4|PA2G4|RPS3|NPM1|DDX21|RPS2|SSBP1|EIF3D|CBX3|HDDC2|TFDP1|ETF1|GLO1|SNRPA|RPLP0|RSL1D1|LDHA|SSB|HSPD1|NOP16|HSP90AB1|HNRNPA1|GSPT1|HNRNPD|MCM6|SNRPA1|HNRNPU|PSMA6|NHP2|MAD2L1|NDUFAB1|RAN|EIF2S1|NOLC1|PSMD8|C1QBP|TUFM|ABCE1|PSMD7|SRSF3|ILF2|PTGES3|ERH|NCBP2|PWP1|XPOT|RANBP1|MRPL9|VDAC3|BUB3|IMPDH2|PHB2|CDK4|MRPS18B|DDX18|PSMC6|APEX1|CCT7|PSMB3|VDAC1|CUL1|SERBP1|SNRPD1|LSM7|HDAC2|HSPE1|XRCC6|CCT2|DEK|RNPS1|PPIA|SYNCRIP|UBE2E1	BLCA
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.025020949	0.069502635	0.352487858	-0.440226203	-1.503733597	53	DUSP2|MYC|HK2|WDR74|RRP12|NDUFAF4|PA2G4|NOC4L|NPM1|CBX3|SLC19A1|RABEPK|EXOSC5|HSPD1|NOP16|PUS1|PES1|LAS1L|NOLC1|MRTO4	BLCA
HALLMARK	HALLMARK_MYOGENESIS	3.69E-05	0.000307146	0.557332239	0.445226285	1.83075482	118	COL4A2|COL6A3|PTGIS|TPM2|CLU|APLNR|MYH9|COX7A1|ITGB5|REEP1|MYO1C|PFKM|CRAT|TNNC2|IGFBP7|COL15A1|FKBP1B|ADAM12|PDLIM7|ITGB4|MYL4|KIFC3|FGF2|GSN|ATP6AP1|TEAD4|SPARC|PKIA|TGFB1|RYR1|NQO1|HDAC5|APP|ITGB1|TNNT3|SMTN|MYH11|AKT2|FHL1|SVIL|FLII|GPX3|TAGLN|DMPK|CD36|GNAO1|PTP4A3|WWTR1|MYL6B|PRNP|TPM3|MEF2C|SPHK1|SPTAN1	BLCA
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.238615665	0.350905389	0.117765788	-0.408249704	-1.177340959	26	DLL1|MAML2|LFNG|NOTCH1|TCF7L2|PPARD|SAP30|FZD5	BLCA
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.995412844	1	0.033456174	-0.175520581	-0.725876146	176	POR|TCIRG1|RETSAT|OXA1L|GRPEL1|UQCRB|SLC25A6|ACADSB|COX7C|MRPS30|LDHA|MRPS22|MRPL11|SDHD|NDUFB5|MRPS15|PMPCA|ATP6V0B|LDHB|DLD|TIMM9|CYB5A|HSD17B10|HADHA|ACAA1|COX4I1|NDUFS3|COX15|NDUFAB1|MRPS12|UQCRQ|NDUFV1|TIMM50|NDUFS7|PDP1|FDX1|TIMM13|CASP7|MTRR|COX5B|VDAC3|UQCRC1|MRPL34|AIFM1|SUCLG1|IDH3B|HSPA9|ABCB7|SDHB|TOMM22|PHB2|AFG3L2|OAT	BLCA
HALLMARK	HALLMARK_P53_PATHWAY	0.003400625	0.011335417	0.431707696	-0.37434339	-1.53369139	162	JUN|DDIT3|PLK3|FOS|IER3|DDIT4|FAS|TOB1|SERTAD3|TM4SF1|ZFP36L1|GM2A|BTG1|MXD1|TCN2|NINJ1|EPS8L2|PPP1R15A|RPS12|NOTCH1|S100A10|RPL18|RETSAT|MKNK2|RACK1|RPL36|CCNK|RAD9A|HINT1|DGKA|IER5|FAM162A|KLF4|CEBPA|BTG2|NOL8|TXNIP	BLCA
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.7751606	0.901349534	0.060640401	0.300502364	0.787548057	13	STXBP1|LMO2|SPCS1|VDR	BLCA
HALLMARK	HALLMARK_PEROXISOME	0.389294404	0.512229479	0.104732822	0.268869864	1.037271681	80	CEL|DLG4|CRAT|YWHAH|ABCD1|ALDH9A1|STS|ACOX1|SOD2|NUDT19|CLN6|ISOC1|HMGCL|PRDX5|SCP2|ACSL4|RDH11|DHRS3|SLC25A4|HSD17B4|PEX11B|IDH2|MLYCD	BLCA
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.198019802	0.309405941	0.123842171	-0.305879604	-1.15392339	91	CXCR4|DDIT3|CAMK4|IL2RG|THEM4|CDKN1B|ECSIT|MAP2K6|MKNK2|MAPK10|TIAM1|HSP90B1|TNFRSF1A|CSNK2B|PLCB1|LCK|E2F1	BLCA
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.112195122	0.207768744	0.208955028	0.305237698	1.204371532	88	ARF1|SNAP23|BNIP3|PAM|KRT18|AP2M1|OCRL|GNAS|ARFGEF2|NAPA|ADAM10|DST|GLA|CD63|AP2S1|AP1G1|MAPK1|DNM1L|SEC22B|CLCN3|LAMP2|COPB2|ATP1A1|VAMP3|VAMP7|YIPF6|TMX1|CLTC|ATP7A|COPB1	BLCA
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.219907407	0.333193042	0.14122512	0.328234741	1.165650396	48	MPO|CDKN2D|G6PD|NQO1|PTPA|MSRA|PDLIM1|ATOX1|SOD2|GPX3|PRDX6|PRNP|GPX4|GCLM|MBP	BLCA
HALLMARK	HALLMARK_SPERMATOGENESIS	0.901234568	0.979602791	0.060248409	0.208877576	0.775812583	68	SLC2A5|JAM3|ALOX15|GFI1|POMC|MAP7|KIF2C|ACE|BUB1|TALDO1	BLCA
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.590361446	0.756873648	0.063219117	-0.271464688	-0.914307949	49	JUNB|KLF10|TGIF1|IFNGR2|TGFBR1|CDH1|PPP1R15A	BLCA
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	4.62E-30	2.31E-28	1.424562716	-0.718485596	-2.943648003	162	G0S2|PLAU|TUBB2A|PLAUR|FOSB|ICAM1|JUN|ZC3H12A|TNFAIP3|FOS|BCL3|NFKBIA|GADD45B|VEGFA|IER3|AREG|CD83|CXCL1|ZFP36|DUSP1|IL7R|PER1|SOCS3|MAFF|DUSP2|MARCKS|NR4A1|CEBPB|LAMB3|BCL2A1|PDE4B|NFIL3|EGR2|GPR183|JUNB|NR4A2|CD44|CCNL1|DUSP4|KLF10|PNRC1|TGIF1|PTGS2|FOSL2|ABCA1|NAMPT|BTG1|CD69|BHLHE40|IFNGR2|TLR2|RELB|RIPK2|MXD1|TRIB1|IER2|NINJ1|NFKBIE|PPP1R15A|BCL6|EGR1|RHOB|KLF6|MYC|CXCL10|PTGER4|CSF1|ATP2B1|KLF2|NFKB2|REL|ZBTB10|LITAF|SERPINB8	BLCA
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.000519041	0.001996311	0.477270815	-0.456936325	-1.730047368	98	TUBB2A|VEGFA|DDIT4|CEBPB|HSPA5|ERO1A|DNAJB9|HERPUD1|CEBPG|RPS14|NABP1|ALDH18A1|NPM1|XBP1|BAG3|HSP90B1|SLC7A5|EXOSC5|YIF1A|EEF2|DNAJA4|EXOSC2|EIF2AK3|IFIT1|TSPYL2|NHP2|NFYB|EIF2S1|NFYA|NOLC1|EXOSC9|PAIP1|ZBTB17|HYOU1|EIF4EBP1|XPOT|EIF4A2|EIF4A3|ATF3	BLCA
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.161038961	0.268398268	0.178219875	0.285022778	1.159842335	111	MGLL|ITGB3|TJP1|MAP1B|GRK5|PRKAR2B|IGFBP5|IGF1R|LAMC1|GCNT1|ID1|ERBB2|ARHGEF9|IRS1|LTBP1|NFIB|INPP4B|CELF2|PTPRM|DLC1|KCNMA1|PRKCA|PLCB4|MAGI2|COL1A2|ATP2C1|NRP1|BCKDHB|RBPMS|FYN|ABCC1|KALRN|WDR37|PDGFRB|ADORA2B|SYNE1|NEK7|PPARG	BLCA
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.002005519	0.007162569	0.431707696	-0.412238472	-1.611922685	122	FOSB|ICAM1|FOS|NFKBIA|NR4A1|JUNB|BTG1|PPAT|PLCL1|GRINA|DNAJB1|KCNH2|EIF2S3|BCL2L11|MRPL23|PPT1|RHOB|FKBP4|NXF1|CEBPG|SIGMAR1|SLC6A8|MGAT1|GRPEL1|RASGRP1|BTG3|PPP1R2|DDX21|TFRC|AQP3|BTG2|DGAT1|CHKA|DNAJA1	BLCA
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.16	0.268398268	0.147331214	-0.406343273	-1.245012253	34	DLL1|LEF1|TCF7|MYC|NOTCH1|PPARD	BLCA
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.3584	0.484324324	0.085042746	-0.262718554	-1.038793641	127	RAP1GAP|CES1|FAS|AQP9|PEMT|HES6|POR|ABCD2|SLC12A4|NINJ1|CYP27A1|PC|PYCR1|ALDH2|GCLC|RETSAT|GABARAPL1|PPARD|CDA|KYNU|TNFRSF1A|FBP1|AHCY|ARG2|ENTPD5|ID2|BLVRB|IRF8|NFS1|CSAD|SAR1B|CYB5A	BLCA
HALLMARK	HALLMARK_ADIPOGENESIS	0.576704545	0.703298226	0.090542895	0.20850543	0.956064752	175	SPARCL1|PHLDB1|FABP4|DHCR7|LIFR|CAVIN1|LIPE|LTC4S|COL4A1|SNCG|DHRS7B|GPAM|PPARG|GPX3|MGLL|PGM1|UCP2|COL15A1|ACAA2|ARL4A|ACOX1	BRCA
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	0.007594365	0.047464784	0.407017919	-0.437238012	-1.792877089	158	ICAM1|BCL3|CD8B|ACHE|TRAT1|CD86|CD3E|FAS|CD3D|CD28|CD3G|CD96|CCR1|CD8A|IL2RG|TAP1|CTSS|HLA-DMB|IFNGR1|CD74|EREG|CSF1|MMP9|RIPK2|IFNGR2|CD7|PTPRC|UBE2D1|B2M|CFP|ACVR2A|IL7|ITGB2|CD40LG|TAPBP|TLR2|HIF1A|CD79A|NLRP3|DYRK3|IGSF6|EIF4G3|JAK2|BRCA1|TIMP1|DEGS1|RPL9|HLA-G|RPL39|HLA-A|STAT1|EIF3J|HLA-DMA|CD4|GBP2	BRCA
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.294536817	0.475059382	0.121543282	0.261516269	1.072185875	86	KRT19|ADAMTS1|LIFR|FKBP5|MAK|CCND1|AKAP12|PMEPA1|PTK2B|SLC26A2|CAMKK2|HERC3|RRP12|KRT8|MAP7|NDRG1|SRF	BRCA
HALLMARK	HALLMARK_ANGIOGENESIS	0.08372093	0.16744186	0.237793834	0.458583928	1.424545481	22	JAG2|PGLYRP1|FSTL1|JAG1|SLCO2A1|VAV2|NRP1	BRCA
HALLMARK	HALLMARK_APICAL_JUNCTION	0.384126984	0.548752834	0.080858915	-0.256376026	-1.019010607	127	ICAM1|CDH1|VCAN|CD86|PARD6G|ATP1A3|SIRPA|INSIG1|MMP9|TGFBI|SKAP2|B4GALT1|ICAM5|PTPRC|RASA1|LAMB3|IRS1|MPZL1	BRCA
HALLMARK	HALLMARK_APICAL_SURFACE	0.073129252	0.158976634	0.216542837	-0.462599934	-1.421046684	27	PLAUR|MAL|IL2RG|SULF2|B4GALT1|DCBLD2|AFAP1L2	BRCA
HALLMARK	HALLMARK_APOPTOSIS	0.096671949	0.185907595	0.179782316	-0.320149364	-1.289564416	142	JUN|IER3|DDIT3|GADD45B|FAS|PPT1|PMAIP1|CTH|LEF1|CD14|TAP1|IFNGR1|CD69|EREG|CD44|TIMP2|GSTM1|PPP2R5B|ATF3|CDKN1A|TNFSF10|CASP3|IGF2R|EGR3|KRT18|DNAJC3|CASP6|MADD|DAP3|BRCA1|TIMP1|SQSTM1	BRCA
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.80762565	0.896887622	0.048897077	-0.218366445	-0.784609982	69	CYP27A1|SLC22A18|ABCA1|AQP9|ABCD2|BMP6|HSD17B11|PHYH	BRCA
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.178694158	0.319508078	0.134273453	-0.343650231	-1.22531446	63	PLAUR|NFIL3|PNRC1|CXCL16|GLDC|SQLE|HMGCR|ATF3|ATF5|ATXN2|ANTXR2|CHKA|GUSB|HMGCS1|LDLR|AVPR1A|CPEB2|LGALS3	BRCA
HALLMARK	HALLMARK_COAGULATION	0.182608696	0.319508078	0.133554955	-0.329510796	-1.203781378	76	PLAU|CFD|MAFF|SERPINA1|SERPING1|DPP4|C3|TFPI2|MMP9|DUSP14|CTSH|PROS1|CPQ|SH2B2|FURIN|C1QA	BRCA
HALLMARK	HALLMARK_COMPLEMENT	0.042253521	0.124275062	0.276500599	-0.343928971	-1.408414539	157	PLAUR|TNFAIP3|CXCL1|PLA2G7|MAFF|SERPINA1|SERPING1|HSPA5|FCN1|ERAP2|F5|DPP4|C3|CEBPB|CTSS|SPOCK2|PLA2G4A|TFPI2|TIMP2|CD55|CD46	BRCA
HALLMARK	HALLMARK_DNA_REPAIR	0.894021739	0.951086957	0.065235306	0.184690316	0.820428352	140	TYMS|SAC3D1|SNAPC4|FEN1|PCNA|UMPS|ZWINT|BRF2|RAE1|POLD4|ZNF707|COX17|NELFB|DDB1|POLH|USP11|NME4|DUT|TAF1C|RFC3|ERCC4|DGCR8|BCAM|ERCC3|ERCC2|TAF10|AGO4|AAAS|NCBP2|TP53|SNAPC5|ELOA	BRCA
HALLMARK	HALLMARK_E2F_TARGETS	0.000895548	0.008955482	0.477270815	0.34649549	1.597920886	188	WDR90|DONSON|TK1|AURKB|KIF2C|CCNB2|KIF18B|RAD51AP1|SPAG5|MCM3|TCF19|PCNA|ASF1B|POLE|RNASEH2A|MCM2|MXD3|STMN1|PLK1|MCM5|BIRC5|CIT|SHMT1|RAD1|NCAPD2|MAD2L1|PAN2|UBR7|UNG|LMNB1|ORC6|NUP205|POLD2|TIMELESS|NOP56|PLK4|DSCC1|MCM4|NOLC1|TBRG4|MKI67|DUT|ESPL1|RFC3|PAICS|TUBB|MCM7|ILF3|PRKDC|TP53|KIF22|CBX5	BRCA
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.026053832	0.087406819	0.352487858	-0.428741999	-1.679534395	114	CXCL8|PLAUR|AREG|JUN|TNFAIP3|CXCL1|GADD45B|VEGFA|ANPEP|VCAN|FAS|OXTR|COL1A2|TFPI2|SLC6A8|GLIPR1|COL6A2|CD44|GPX7|TGFBI|BASP1	BRCA
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.362204724	0.535826033	0.08359906	-0.258890771	-1.033746593	133	AREG|FOS|REEP1|TOB1|CHPT1|PMAIP1|SNX24|SLC7A5|KLF10|SLC16A1|FHL2|CD44|RHOBTB3|FCMR|SCARB1|ABHD2|B4GALT1|MPPED2|BHLHE40|RETREG1|AQP3|XBP1|EGR3|KRT18|TMEM164	BRCA
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.026222046	0.087406819	0.352487858	0.315767084	1.379994863	129	KRT19|GPER1|LTF|KIF20A|DLG5|CXCL12|CLIC3|DHCR7|FLNB|FKBP5|ASS1|IMPA2|RPS6KA2|PPIF|IGFBP4|LLGL2|CCND1|UNC13B|RNASEH2A|CISH	BRCA
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.323296355	0.505150555	0.090263548	-0.265781876	-1.054700588	126	G0S2|CA4|ADSL|S100A10|GLUL|UBE2L6|SMS|GABARAPL1|HPGD|HSD17B11|D2HGDH|VNN1	BRCA
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.825136612	0.896887622	0.069448144	0.185544026	0.859928808	186	AURKB|MEIS2|CDC45|KIF2C|CCNB2|MCM3|POLE|CCND1|ABL1|CCNA2|MCM2|NUMA1|STMN1|PLK1|MCM5|BIRC5|FBXO5|MAD2L1|LMNB1|NSD2|CBX1|ORC6|PLK4|NOLC1|CDC7|TNPO2|HIRA|CDC6|NCL|MKI67|ESPL1|INCENP	BRCA
HALLMARK	HALLMARK_GLYCOLYSIS	0.066037736	0.150085763	0.219250347	-0.340925906	-1.370039112	139	CXCR4|IER3|VEGFA|VCAN|ALDOB|HSPA5|DDIT4|CTH|DSC2|P4HA1|HOMER1|CD44|TGFBI|ERO1A|EGLN3|B4GALT1|DPYSL4|PAM|AURKA|SLC25A13|IL13RA1|CHPF2|CASP6|KIF2A|GFPT1|ZNF292	BRCA
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.185314685	0.319508078	0.132846301	-0.43110311	-1.251332742	22	VEGFA|ACHE|OPHN1|PTCH1|NRP2|RASA1	BRCA
HALLMARK	HALLMARK_HEME_METABOLISM	0.014891532	0.074457661	0.380730401	-0.409101028	-1.696683648	177	MYL4|SLC6A9|ALAS2|SLC22A4|C3|SLC30A1|GYPC|SLC6A8|AGPAT4|ATP6V0A1|MBOAT2|MGST3|RBM5|HBD|PPP2R5B|SDCBP|HBB|AQP3|DCUN1D1|SIDT2|CTNS|TFRC|RAP1GAP|SELENBP1|YPEL5|CIR1|MARK3|RIOK3|TAL1|SLC4A1|RCL1|CLIC2|TMCC2|CTSB|USP15|RBM38|HEBP1|TSPAN5|TCEA1|MXI1|GMPS|NFE2|MPP1|LAMP2|TRIM10|BACH1|GATA1|HMBS|SLC25A37|CDC27|MINPP1|BMP2K|NNT|EIF2AK1|GCLM|KEL|XK|ARHGEF12|PICALM|XPO7|TRIM58|HTATIP2|ISCA1|LRP10|BSG|MAP2K3|ADIPOR1|CPOX|GLRX5|CDR2|EPB42|SLC11A2|AHSP|PSMD9|NUDT4|SEC14L1|PRDX2|NEK7|SMOX|CLCN3|ANK1|KLF1|NARF|BLVRB|KLF3|ELL2|ACP5|HAGH|DCAF10|PPOX|FOXO3|RNF123|SLC7A11|OSBP2	BRCA
HALLMARK	HALLMARK_HYPOXIA	0.000561249	0.008955482	0.477270815	-0.504762828	-2.026483319	138	PLAUR|ADM|CXCR4|FOS|JUN|IER3|TNFAIP3|DDIT3|DUSP1|VEGFA|ZFP36|MAFF|ALDOB|PPP1R15A|HSPA5|NFIL3|DDIT4|PNRC1|P4HA1|PFKFB3|JMJD6|GAA|TGFBI|ERO1A|SCARB1|FOSL2|DPYSL4|PAM|BHLHE40|SLC2A3|ATF3|CDKN1A	BRCA
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	5.21E-12	6.51E-11	0.887074988	-0.589402361	-2.256994588	180	ICAM1|TNFAIP6|PTGS2|NFKBIA|FPR1|TNFAIP3|FCGR1A|SOCS3|FAS|NAMPT|SECTM1|PDE4B|FGL2|PELI1|CD69|CMPK2|RSAD2|CXCL10|BPGM|ISG15|XAF1|ARID5B|BATF2|TNFAIP2|CD274|RIPK2|IFIT3|CD74|PIM1|OASL|TAP1|UBE2L6|CSF2RB|CD86|BTG1|CASP3|SP110|STAT1|LY6E|IL4R|APOL6|UPP1|IFITM2|ISG20|NMI|USP18|ST3GAL5|TNFSF10|MX1|IFIT1|PSME2|IRF1|IFIT2|TAPBP|HLA-B|IRF5|IFI44|HLA-DRB1|EIF2AK2|PLSCR1|IFIH1|PTPN2|PSMB9|HLA-G|PSME1|PARP12|LCP2|IL15|PSMB10|CDKN1A|LAP3|CASP1|GBP4	PAAD
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	3.03E-12	7.58E-11	0.898671232	-0.559413199	-2.481444358	142	CXCL8|OSM|ICAM1|PLAUR|ADM|FFAR2|C5AR1|TNFRSF1B|NFKBIA|CSF3R|RGS1|SELL|FPR1|PDE4B|ABCA1|IL7R|TNFAIP6|IFITM1|AQP9|PROK2|LPAR1|CCR7|PTGER4|DCBLD2|GPR183|CSF1|ACVR2A|CD55|PTAFR|NAMPT|CD69|MXD1|TLR2|RIPK2|BEST1|CD14|NLRP3|P2RX4|IFNGR2|SERPINE1|ATP2B1|SLAMF1|LDLR|CCL5|IL4R|IL15RA|CCRL2|SLC31A1|CXCL10|CYBB|SCARF1|HIF1A|CD48|C3AR1|KLF6|EREG|PSEN1	LUAD
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	7.38E-12	1.23E-10	0.875325132	-0.648703375	-2.213069194	137	CXCL8|ICAM1|OSM|PLAUR|ADM|C5AR1|CSF3R|FFAR2|NFKBIA|TNFRSF1B|PROK2|AQP9|FPR1|SELL|NAMPT|RGS1|CXCL10|IFITM1|TNFAIP6|TLR2|PDE4B|IL7R|BEST1|CCR7|ABCA1|KIF1B|FZD5|IFNGR2|MXD1|SELENOS|C3AR1|SLC7A1|CYBB|TAPBP|P2RX4|HPN|CSF1|KCNJ2|RIPK2|CD14|IL1B|NLRP3|ACVR1B|PTGER4|IRF1|KLF6|LDLR|PTAFR|GPR183|CDKN1A|BTG2|SLC31A1|IFNAR1|CD48|ATP2B1|SLAMF1|MYC|PTGER2|CD55|NOD2|LTA|SERPINE1|HIF1A|IL15RA|RASGRP1|RHOG|PTGIR|TIMP1|IL4R	TGCT
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	8.97E-12	1.50E-10	0.875325132	-0.549893079	-2.26006244	178	ICAM1|PTGS2|FPR1|NFKBIA|TNFAIP3|FAS|FGL2|SECTM1|XAF1|ISG15|CD86|IFIT1|CXCL10|BPGM|TNFAIP6|ARL4A|CMPK2|NAMPT|TNFSF10|OASL|IFIT2|RSAD2|MX1|PDE4B|FCGR1A|CSF2RB|SOCS3|IFI44L|IRF7|IFIT3|BST2|ARID5B|IL4R|CD74|TNFAIP2|EIF4E3|ITGB7|RIPK2|HLA-DRB1|IDO1|PELI1|IL15|HLA-DMA|IRF1|CD38|SAMHD1|APOL6|CASP1|ST3GAL5|TXNIP|OAS3|SP110|CD69|CASP3|BTG1|UPP1|IFI44|TAP1|ZBP1|LCP2|IL10RA|SLAMF7|IRF4|NMI|AUTS2|GCH1|PIM1|TRIM14|STAT4|DDX58|STAT2|STAT1|PSMB9|DHX58|IFIH1|IL18BP|USP18|HLA-DQA1|VAMP8|IFITM2|OAS2|HIF1A|SLC25A28|MX2|VAMP5|IL15RA|EIF2AK2|IL2RB|ISG20	DLBC
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	6.47E-12	1.62E-10	0.887074988	-0.587619415	-2.350019231	136	CXCL8|PLAUR|OSM|ICAM1|C5AR1|TNFRSF1B|NFKBIA|ADM|CCR7|CSF3R|RGS1|IL7R|FFAR2|SLAMF1|SELL|PDE4B|FPR1|GPR183|AQP9|ABCA1|IFITM1|PROK2|IL4R|NAMPT|CD69|CYBB|CD48|IFNGR2|TLR2|RIPK2|MXD1|IFNAR1|NLRP3|C3AR1|KLF6|MYC|CXCL10|PTGER4|IRF7|CSF1|GPR132|ATP2B1|TLR1|NOD2|IL10RA|CD14|LPAR1|MSR1|P2RX4|RASGRP1	BLCA
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.053850018	0.128214329	0.321775918	0.355720959	1.356159691	62	IGFBP2|TCL1A|ZBTB16|SYNPO|KCNMB1|TCF7L1|CCDC106|KMT2D|YPEL1|SLC25A23|KRT5|STAG3|CLSTN3|RYR2|IFI44L	BRCA
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.003110515	0.025920961	0.431707696	-0.48518242	-1.935069407	130	G0S2|PLAU|PLAUR|PTGS2|CXCR4|TNFRSF1B|TNFAIP3|ADAM8|CXCL10|TLR8|PPP1R15A|IL7R|PCSK1N|IL2RG|CTSS|TRIB1|KCNN4|EREG|GYPC|GADD45G|MMP9|TFPI|ERO1A|DCBLD2|ATG10|CBR4|LAT2|PTBP2|SDCCAG8|ITGB2|SCN1B|ADAM17	BRCA
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.010287529	0.05715294	0.380730401	0.29631571	1.370057158	195	SORBS2|FLNB|KIF2C|SYNPO|ARHGAP29|SPTBN1|SAC3D1|CCNB2|GEMIN4|MYO1E|MID1|ARAP3|SPTAN1|FSCN1|NEDD9|ABL1|CEP250|NUMA1|PLK1|PXN|BIRC5|FBXO5|ACTN4|BCAR1|ARHGAP27|LMNB1|ABR|FARP1|MAP1S|EPB41L2|TRIO|LLGL1|ARHGEF11|RHOF|ESPL1|INCENP|PALLD|DST|KIF3B|MYH10|CDC42EP4|AKAP13|ECT2|PRC1|SHROOM1|ARFIP2|FLNA|KIF22|MAP3K11|DYNC1H1|DOCK2|ARHGAP4|TUBGCP2|MYH9	BRCA
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.051224839	0.128214329	0.321775918	-0.357113251	-1.483862752	182	CXCR4|DDIT3|PPP1R15A|HSPA5|FGL2|NFIL3|DDIT4|CTH|HSPE1|P4HA1|INSIG1|SLC7A5|POLR3G|NAMPT|ERO1A|EGLN3|SKAP2|SQLE|ACSL3|BHLHE40|HMGCR|SLC2A3|DAPP1|CDKN1A|CFP|MTHFD2L|UBE2D3|AURKA|XBP1|SEC11A|TFRC|ITGB2|PNP|SSR1|PITPNB|SLC1A4|NUFIP1|EDEM1|SQSTM1|RIT1|ATP6V1D|PLOD2|HMGCS1|TUBA4A|HSP90B1|LDLR|SORD|RPN1|IFRD1|TCEA1|GMPS|SYTL2|PPA1|CANX|HMBS|GSR|FKBP2|PPIA|GLA	BRCA
HALLMARK	HALLMARK_MYC_TARGETS_V1	1	1	0.060903935	0.141981716	0.656821353	187	CDC45|TYMS|CSTF2|PCNA|CCNA2|MCM2|EXOSC7|MCM5|LSM2|MAD2L1|TRIM28|CAD|POLE3|POLD2|NOP56|MCM4|NOLC1|MRPS18B|DUT|CCT5|NOP16|RRP9|KPNB1|MCM7|NCBP2|LSM7|PSMD3|EIF3B|DDX18|DHX15|SF3B3|KPNA2|CCT7|ILF2|RUVBL2|SNRPD3|RANBP1|PRDX3|GOT2|SLC25A3|SRM|CDC20|HDGF|AIMP2|SRSF1|EIF1AX|HNRNPD|G3BP1|STARD7|PSMC4|CYC1	BRCA
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.0499973	0.128214329	0.321775918	0.380871351	1.418187044	53	BYSL|MAP3K6|GRWD1|PPRC1|PLK1|MCM5|TCOF1|UNG|RRP12|NOP56|PLK4|MCM4|NOP2|NOLC1|MRTO4|TBRG4|NOP16|RRP9|NIP7|UTP20|DDX18|IMP4|LAS1L|DCTPP1|PES1|MYBBP1A	BRCA
HALLMARK	HALLMARK_MYOGENESIS	0.364361702	0.535826033	0.114750719	0.238782222	1.035495498	119	APLNR|COL4A2|WWTR1|MYOM2|GJA5|TEAD4|TPM2|COL6A3|MYH11|IGFBP7|SPTAN1|NAV2|GPX3|AGRN|PDE4DIP|COL15A1|COX7A1|PICK1|PTP4A3|OCEL1|ACSL1|SORBS1|KLF5|CNN3|TAGLN|SMTN	BRCA
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.701670644	0.815896098	0.070789909	0.264236482	0.845632863	26	DTX1|JAG1|DTX4|CCND1	BRCA
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	1	1	0.061570676	0.143044443	0.655861763	178	ATP1B1|NDUFA9|BDH2|PDK4|SLC25A4|ACAA2|TIMM17A|COX17|PDHA1|MAOB|NDUFS2|OGDH|NDUFB8|SLC25A20|MRPS11|NDUFB7|MDH2|MRPS12|ECI1|IDH2|MDH1|SDHD|MTX2|GPI|RETSAT|MRPL15|ACADVL|TIMM50|SUCLA2|HSD17B10|UQCRC1|FH|ALAS1|PRDX3|GOT2|NDUFV1|IDH1|ECH1|SLC25A3|PMPCA|ACAT1|COX15|NDUFB2|COX8A|ALDH6A1|TIMM13|PDHB|CYC1|AIFM1|NDUFS3|TIMM8B|NDUFC1|SLC25A11	BRCA
HALLMARK	HALLMARK_P53_PATHWAY	0.051842216	0.128214329	0.321775918	-0.356279275	-1.463519205	161	PLK3|FOS|JUN|IER3|DDIT3|NINJ1|TM4SF1|TOB1|PPP1R15A|FAS|DDIT4|TCN2|TAP1|ABCC5|CDKN2B|MXD1|TSPYL2|SLC3A2|S100A10|ZFP36L1|NOTCH1|ACVR1B|ATF3|CDKN1A|CTSF|CCNK|GM2A|CD82|RCHY1|SERTAD3|SPHK1|RNF19B|LDHB|FGF13|BLCAP|RPS12|RAP2B|TCHH|PITPNC1|ABHD4|DGKA|UPP1|RPS27L	BRCA
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.447080292	0.573179862	0.080202344	-0.397858937	-1.017098494	13	DPP4|SEC11A|AKT3|SRP9	BRCA
HALLMARK	HALLMARK_PEROXISOME	0.439140811	0.573179862	0.096240602	0.250870005	1.013647714	81	ABCB4|STS|ABCB1|SLC25A4|PEX11B|ACOX1|EHHADH|CEL|ACSL1|MLYCD|PEX13|ERCC3|TSPO|DLG4|IDH2|HSD17B4|RETSAT|CTBP1|IDH1|ECH1|DHCR24|ATXN1|MVP	BRCA
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.280550775	0.467584624	0.103576327	-0.292471286	-1.096458004	92	CXCR4|DDIT3|E2F1|IL2RG|CAMK4|THEM4|DAPP1|CDKN1A|MAPK8|UBE2D3|EIF4E|VAV3|SQSTM1|RIT1|HSP90B1|ATF1|IRAK4|MAPK10|MKNK2|PLA2G12A	BRCA
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.025665353	0.087406819	0.352487858	-0.445999687	-1.666344898	88	PPT1|CAV2|ABCA1|TMED2|KIF1B|PAM|TMED10|BET1|IGF2R|TOM1L1|ICA1|KRT18|STX7|VAMP7|GALC|VAMP3|SCAMP1|RAB14|ATP7A|STX12|LAMP2|AP3S1|NAPG|GLA|ERGIC3|SNX2|ADAM10|AP2S1|GOLGA4|YIPF6|COG2|ARFGEF1|DNM1L|AP2B1|ARFIP1|ARFGAP3|VAMP4|AP2M1|CLCN3|CLTA|LMAN1|TMX1|CD63|M6PR|RAB2A|SEC31A|STAM|SGMS1|ATP6V1H|SOD1|AP3B1|CTSC	BRCA
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.986175115	1	0.052805005	0.167782722	0.611972175	48	MPO|GPX3|TXNRD2|FES|NDUFS2|ERCC2	BRCA
HALLMARK	HALLMARK_SPERMATOGENESIS	0.445595855	0.573179862	0.077476755	-0.273544527	-0.982287104	68	SHE|PCSK1N|ZPBP|CAMK4|VDAC3|ACRBP|HSPA2|EZH2|PHF7|DMC1|AURKA|CDKN3|TTK|BRAF|PIAS2|IFT88|ZC3H14|GSTM3|MLLT10|ALOX15	BRCA
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.400352734	0.556045463	0.084314432	-0.301263146	-1.024749313	50	CDH1|PPP1R15A|JUNB|LTBP2|KLF10|IFNGR2|UBE2D3|TGIF1|FURIN	BRCA
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	1.30E-16	6.52E-15	1.047626488	-0.698136458	-2.877811728	165	G0S2|PLAU|PLAUR|FOSB|TUBB2A|ICAM1|PTGS2|AREG|FOS|ZC3H12A|BCL3|JUN|IER3|TNFAIP3|CXCL1|NFKBIA|DUSP4|NR4A2|DUSP1|GADD45B|VEGFA|ZFP36|MAFF|NINJ1|CXCL10|CD83|DUSP2|SOCS3|PDE4B|PPP1R15A|GPR183|IL7R|BCL2A1|JUNB|CCNL1|NFIL3|PER1|NR4A3|ABCA1|FOSL1|CEBPB|MARCKS|TAP1|PNRC1|TRIB1|EGR1|PFKFB3|CD69|KLF10|MXD1|CSF1|RIPK2|SLC16A6|CD44|NAMPT|IFNGR2|B4GALT1|FOSL2|LAMB3|BHLHE40|ZBTB10|SLC2A3|ATF3|CDKN1A|NFE2L2|ATP2B1|CXCL2|IER2|RELB|TGIF1|CCRL2|EIF1|EGR3	BRCA
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.041186161	0.124275062	0.287857117	-0.390579144	-1.488488851	98	TUBB2A|VEGFA|DNAJB9|HSPA5|DDIT4|CEBPB|SLC7A5|NABP1|TSPYL2|ERO1A|ATF3|EIF2AK3|XBP1|SEC11A|DNAJC3|EIF4E|SSR1|SLC1A4|EXOSC1|EDEM1|ATF6|PARN|HSP90B1|NPM1|PDIA6|NFYB|EXOC2|YWHAZ|ERN1|DDX10	BRCA
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.725067385	0.823940211	0.075309376	0.208275611	0.891156805	115	TJP1|ADGRL2|ERBB2|ID1|IGFBP5|PPARG|VAV2|RBPMS|SYNE1|FZD2|MGLL|SMAD7|NRP1|PLPP3|PRKCE|PIK3CD	BRCA
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.024580638	0.087406819	0.352487858	-0.381675338	-1.510402127	122	FOSB|ICAM1|FOS|NFKBIA|JUNB|PPT1|GRINA|TAP1|SIGMAR1|CDKN2B|CREG1|SLC6A8|HSPA2|HLA-F|ATF3|HSPA13|GLS|CASP3|AQP3|CXCL2|DNAJB1|FURIN|TFRC|CDC34|MGAT1	BRCA
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.498287671	0.622859589	0.071305299	-0.299263499	-0.964311232	35	DLL1|LEF1|TCF7|PTCH1|NOTCH1|NCSTN	BRCA
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.681388013	0.811176205	0.052375908	-0.220315203	-0.87889254	129	CYP27A1|NINJ1|FAS|HES6|CES1|POR|PEMT|ENTPD5|AQP9|GSTM4|ABCD2|GABARAPL1|DHRS7|CSAD|PROS1|RAP1GAP|VNN1|CASP6|ACP1|PDLIM5	BRCA
HALLMARK	HALLMARK_ADIPOGENESIS	0.044932373	0.140413666	0.321775918	0.262827571	1.259813778	176	RETN|COL15A1|DHCR7|SPARCL1|COL4A1|CAVIN1|LIFR|PHLDB1|LAMA4|FABP4|PPARG|SNCG|LTC4S|LPL|MGLL|ACAA2|ESRRA|APOE|PGM1|COQ9|DHRS7B|GPX3|ACOX1|SCARB1|ACADS|COX8A|NDUFAB1|AIFM1|CPT2|CHCHD10|PRDX3|ACLY|CYC1|PREB|RETSAT|ARL4A|IDH1|LIPE|SAMM50|ECH1|YWHAG|PFKL|UCP2|ETFB	CESC
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	0.040875912	0.136253041	0.271288555	-0.340027439	-1.409008458	159	ICAM1|BCL3|CSF1|TRAT1|CD8B|FAS|CD28|CD3E|CD3D|IFNGR1|ACHE|CD8A|CRTAM|DYRK3|CD7|IL2RG|ACVR2A|TIMP1|EREG|B2M|CTSS|IL7|CD74|CD3G|RIPK2|TAP1|JAK2|HIF1A|CCL5|EIF4G3|ABI1|EIF3J|BRCA1|CCR1|NLRP3|IFNGR2|PTPRC|SRGN|TLR2|FCGR2B|IGSF6|CD79A|SOCS5|IL4R|F2R|STAT1|ITGB2|IRF7|CD86	CESC
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.209003215	0.33710196	0.118287526	-0.307374225	-1.150740612	86	DNAJB9|TSC22D1|INSIG1|STEAP4|VAPA|CENPN|PDLIM5|B2M|ABHD2|SLC38A2|PIAS1|STK39|ABCC4|SMS|MERTK|MYL12A|ACSL3|TMEM50A|B4GALT1|RAB4A|ARID5B|ZBTB10|FADS1|IQGAP2|HMGCR|LMAN1|ANKH|IDI1|GSR|HMGCS1|ELK4|INPP4B|SORD	CESC
HALLMARK	HALLMARK_ANGIOGENESIS	0.084309133	0.201409869	0.237793834	0.451334585	1.428621469	23	COL3A1|JAG2|SLCO2A1|FSTL1|JAG1|LPL|PGLYRP1|NRP1	CESC
HALLMARK	HALLMARK_APICAL_JUNCTION	0.007073522	0.058946016	0.407017919	0.327090939	1.498107379	133	COL17A1|VCAM1|TJP1|CD34|LAMA3|ITGB4|NRXN2|FLNC|VWF|PARVA|FBN1|ADAMTS5|FSCN1|ADAM15|MYL9|TUBG1|MMP2|RHOF|GAMT|PCDH1|MYH10|KCNH2|NECTIN1|LIMA1|ACTN4|SDC3|AKT2|SYK|EPB41L2|MDK|CTNND1|DHX16|MYH9|CD209|GNAI1|SHC1|ACTG1|MAPK11|VAV2|PFN1|ZYX|CERCAM	CESC
HALLMARK	HALLMARK_APICAL_SURFACE	0.053819444	0.145543252	0.257206466	-0.512334965	-1.525047986	25	PLAUR|MAL|AFAP1L2|IL2RG|SULF2|DCBLD2|AKAP7|B4GALT1|BRCA1	CESC
HALLMARK	HALLMARK_APOPTOSIS	0.475073314	0.565563469	0.065981614	-0.24011105	-0.978883895	145	JUN|IER3|DDIT3|GADD45B|LEF1|FAS|PMAIP1|IFNGR1|CDKN1A|TIMP1|IFITM3|CASP3|TIMP2|EREG|CD44|CD14|DNAJC3|TAP1|BRCA1|IGF2R|PTK2|CASP6|GPX4|PSEN1|SQSTM1|AVPR1A|BCL2L11|CTH|PPT1|DAP3|CFLAR|MADD|CAV1|GADD45A|SATB1|BTG3|F2R|ANKH|CD69	CESC
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.96031746	0.970994475	0.060509299	0.167788119	0.688442771	71	BCAR3|RBP1|ABCA6|PEX12|SLC35B2|SLC27A5|ACSL5|IDH2|MLYCD|RETSAT|FDXR|PFKM|IDH1|LIPE|PEX13|PAOX	CESC
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.439490446	0.549363057	0.073990144	-0.279744841	-1.005539193	63	PLAUR|NFIL3|GLDC|ANTXR2|CXCL16|ATXN2|PNRC1|LDLR|TM7SF2|AVPR1A|TP53INP1|CHKA|HMGCR|CPEB2|SQLE	CESC
HALLMARK	HALLMARK_COAGULATION	0.02248105	0.104768415	0.352487858	0.351471108	1.460706435	79	CTSE|MMP8|TIMP3|PLAT|CSRP1|FN1|A2M|RAPGEF3|HTRA1|VWF|FBN1|PRSS23|CFH|APOC1|MST1|MMP2|CRIP2	CESC
HALLMARK	HALLMARK_COMPLEMENT	0.105109489	0.228498889	0.164405756	-0.301339202	-1.248691826	159	PLAUR|TNFAIP3|CXCL1|TFPI2|PLA2G7|F5|SERPINA1|SPOCK2|DPP4|ERAP2|MAFF|CEBPB|HSPA5|FCN1|CD55|TIMP1|L3MBTL4|CASP3|TIMP2|PLA2G4A|CPM|CTSS|CPQ|CD46|JAK2	CESC
HALLMARK	HALLMARK_DNA_REPAIR	0.881305638	0.970994475	0.0377705	-0.193401436	-0.785209272	140	PDE4B|NT5C3A|CMPK2|RBX1|EIF1B|DAD1|ELL|CSTF3|DCTN4|GTF2H5|GTF2H3|SUPT4H1|GTF2B|SRSF6|SDCBP|TMED2|GTF2A2|STX3|VPS37B|GPX4|POLB	CESC
HALLMARK	HALLMARK_E2F_TARGETS	0.055306436	0.145543252	0.321775918	0.262834949	1.266578725	190	DONSON|TK1|CENPM|KIF18B|TCF19|MCM4|WDR90|ASF1B|DSCC1|ESPL1|PLK1|KIF2C|PCNA|RNASEH2A|CCNB2|TUBG1|SPAG5|MCM3|AURKB|TP53|CDC20|CDC25A|STMN1|NAA38|BIRC5|DCTPP1|NCAPD2|ORC6|DUT|UNG|POLE|MCM5|TUBB|KPNA2|TBRG4|MCM7|CDKN2A|NOP56|POLD2|KIF22|POLA2|MXD3|NUP205|POLD3|SHMT1|RAD51AP1|ILF3|RANBP1|PTTG1|PAN2	CESC
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.000365726	0.004571581	0.498493109	0.376913764	1.707968766	124	MGP|DCN|BGN|VCAM1|ELN|COL4A2|COL3A1|PDLIM4|COL6A3|TIMP3|DPYSL3|LAMA3|COL4A1|CXCL12|FN1|LOX|HTRA1|IGFBP3|COL5A1|SDC4|FBN1|IGFBP4|ENO2|FSTL1|PVR|FERMT2|PDGFRB|LOXL2|PLOD1|SERPINH1|GJA1|IGFBP2|MYL9|MMP2|COL1A1|SNTB1|PMEPA1|TAGLN|MEST|MMP1|FBLN2|TPM1|TGM2|ITGB3	CESC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.134375	0.248842593	0.216542837	0.255880822	1.181156593	139	DHCR7|PODXL|CXCL12|KRT8|SYBU|PPIF|CELSR2|CLIC3|IGFBP4|PRSS23|RPS6KA2|SYNGR1|TFF3|CCND1|DEPTOR|FARP1|CELSR1|PDLIM3|OLFM1|GJA1|WWC1|RAPGEFL1|CISH|SH3BP5|MYBBP1A|WFS1|MYOF|SLC24A3|TGM2|PAPSS2|ABAT|HES1|SCARB1|FLNB|ALDH3B1|MED24|FKBP5|FOXC1|ASB13	CESC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.019124351	0.104768415	0.352487858	0.30345171	1.396144793	135	GPER1|DHCR7|KIF20A|CXCL12|PPIF|ASS1|CELSR2|LTF|CLIC3|DLG5|IGFBP4|PRSS23|RPS6KA2|IMPA2|TFF3|CCND1|CACNA2D2|FARP1|FABP5|RNASEH2A|PDLIM3|OLFM1|RAPGEFL1|CISH|WFS1|CDC20|MEST|MYOF|SLC24A3|BATF|PAPSS2|ST14|LLGL2|MDK|SCARB1|FLNB|IDH2|ALDH3B1|FKBP5|FOXC1|UGDH	CESC
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.9030837	0.970994475	0.036149193	-0.188348629	-0.758725959	127	G0S2|CA4|VNN1|GABARAPL1|ADSL|GLUL|DLST|S100A10|SMS|UBE2L6|D2HGDH|RAP1GDS1|ACSM3|CA2|TP53INP2	CESC
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.970994475	0.970994475	0.029706458	-0.168093111	-0.712414599	188	BCL3|E2F1|MCM6|MARCKS|ORC5|AMD1|SLC7A5|RBL1|AURKA|SLC38A1|EZH2|MEIS1|XPO1|E2F3|KNL1|KIF20B|HIF1A|CUL5|TRAIP|TFDP1|DMD|BARD1|POLQ|RAD23B|TTK|DBF4|SLC12A2|MNAT1|FANCC|SS18|STIL|CCNT1|SQLE|CUL3|CDKN3|EXO1|KMT5A|SLC7A1|LBR|MYBL2|NUSAP1|BRCA2|CDC27|STAG1|RPS6KA5|KIF23|CTCF|PDS5B|CKS2|ATRX|TLE3|HMMR|CASP8AP2|PAFAH1B1|NUP50|CDKN1B|TOP1|MAPK14	CESC
HALLMARK	HALLMARK_GLYCOLYSIS	0.113069016	0.231955982	0.158514105	-0.303093766	-1.242348352	148	DPYSL4|CXCR4|IER3|VEGFA|VCAN|DDIT4|AGL|IL13RA1|DSC2|HSPA5|ERO1A|MXI1|CD44|PLOD2|CHPF2|AURKA|P4HA1|RRAGD|HOMER1|MERTK|GFPT1|TPST1|KIF2A|ADORA2B|NDST3|B4GALT1|PYGL|EGLN3|ZNF292|CASP6|CTH|CLN6|TGFBI|GALK2|IRS2|COG2|IDUA	CESC
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.421545667	0.549363057	0.097544922	0.316229723	1.000970425	23	HEY2|ADGRG1|CDK5R1|CELSR1|NRP1|DPYSL2|AMOT|MYH9|HEY1	CESC
HALLMARK	HALLMARK_HEME_METABOLISM	0.027239788	0.104768415	0.352487858	-0.375678276	-1.580520553	178	RAP1GAP|ALAS2|OSBP2|YPEL5|SLC22A4|MBOAT2|SLC6A9|DCUN1D1|ATP6V0A1|RIOK3|HBB|HTATIP2|NUDT4|MXI1|EIF2AK1|RBM5|SLC7A11|SLC6A8|XK|GYPC|RCL1|MARK3|SELENBP1|SDCBP|CDR2|MGST3|EPB41|CTNS|ADIPOR1|PICALM|ANK1|TCEA1|GMPS|USP15|SEC14L1|RBM38|BMP2K|CA2|SLC11A2|NNT|LAMP2|XPO7|SLC30A1|NFE2|TRIM58|KDM7A|CIR1|MPP1|TAL1|ISCA1|EPB42|KEL|NEK7|TRIM10|PPP2R5B|SLC4A1|FOXO3|ARHGEF12|EZH1|RNF123|CDC27|AQP3|TFRC|GCLM|KLF3|GAPVD1|BACH1|SLC25A37|ACP5|MAP2K3	CESC
HALLMARK	HALLMARK_HYPOXIA	0.039019424	0.136253041	0.321775918	-0.385100057	-1.577214186	147	DPYSL4|PLAUR|CXCR4|FOS|JUN|IER3|TNFAIP3|DDIT3|ADM|DUSP1|ZFP36|VEGFA|PPP1R15A|NFIL3|GAA|DDIT4|MAFF|CDKN1A|HSPA5|ERO1A|PNRC1|LXN|MXI1|FOSL2|P4HA1|RRAGD|PFKFB3|SIAH2|NEDD4L|SELENBP1	CESC
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	1.19E-10	1.49E-09	0.826657301	-0.549297428	-2.158911858	181	ICAM1|PTGS2|TNFAIP6|NFKBIA|TNFAIP3|FPR1|FCGR1A|FAS|SOCS3|PDE4B|SECTM1|ISG15|ITGB7|FGL2|CXCL10|CMPK2|XAF1|PELI1|CSF2RB|NAMPT|OASL|IL18BP|CD74|CD86|RIPK2|ARID5B|BATF2|TAP1|RSAD2|BPGM|HLA-DRB1|HLA-DMA|SLAMF7|TNFAIP2|IL4R|CD274|IRF7|SP110|LY6E|IFIT2|IFIT3|BTG1|MX1|IRF1|SLC25A28|ZBP1|APOL6|STAT1|ISG20|TNFSF10|RTP4|IL10RA|PIM1|ARL4A|DHX58|CD69|PML|SAMD9L|UBE2L6|TAPBP|ST3GAL5|IL15|PSME2|TOR1B|PSMB10|IRF5|GZMA|UPP1|GCH1|EIF4E3|CASP1|RNF31|IFIH1|PARP12|IFI35|PTPN1|IL2RB|TRIM26	KIRC
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	1.78E-10	2.96E-09	0.826657301	-0.521032836	-2.148562593	180	PTGS2|ICAM1|TNFAIP6|TNFAIP3|FAS|FPR1|NFKBIA|PDE4B|SOCS3|XAF1|FCGR1A|ARID5B|PELI1|NAMPT|SECTM1|BPGM|CD274|ISG15|ITGB7|FGL2|CD86|BTG1|ISG20|RIPK2|CD74|OASL|CMPK2|IL15|CD69|APOL6|RSAD2|TAP1|SP110|IL4R|CSF2RB|TNFSF10|EIF4E3|STAT1|CD38|IFIT2|TNFAIP2|LY6E|IFIT3|MX1|ZBP1|TXNIP|ARL4A|UBE2L6|CXCL10|IL10RA|IL15RA|IRF1|SLAMF7|IFIT1|HLA-DMA|IFI35|NMI|HELZ2|PSMB10|PIM1|PTPN2|MX2|DHX58|EPSTI1|BST2|SAMD9L|UPP1|DDX58|PSME2|SLC25A28|IL7|IFITM2|PLSCR1|PSME1|IFIH1|TRIM26|PSMB9|GBP4|LAP3|IRF5|HLA-DRB1	READ
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	3.79E-10	4.74E-09	0.814035838	-0.513116658	-2.330070098	140	CXCL8|PLAUR|OSM|ICAM1|RGS1|IL7R|TNFRSF1B|GPR183|C5AR1|ADM|CCR7|NFKBIA|PTGIR|FFAR2|SELL|PDE4B|CSF3R|SPHK1|PTGER4|SERPINE1|TIMP1|IFITM1|CD82|FPR1|EREG|LPAR1|DCBLD2|CCL5|ABCA1|FZD5|CD55|GP1BA|RASGRP1|CCRL2|SLC31A1|CDKN1A|ACVR2A|ATP2B1|TAPBP|IL15|PROK2|CD69|LCK|SELENOS|ABI1|PTAFR	LUSC
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	9.64E-10	1.61E-08	0.788186811	-0.549083141	-2.266994098	136	CXCL8|ICAM1|OSM|PLAUR|C5AR1|ADM|NFKBIA|TNFRSF1B|CSF3R|FFAR2|CCR7|IL7R|GPR183|RGS1|PDE4B|FPR1|ABCA1|SELL|TNFAIP6|IFITM1|BEST1|TLR2|SLAMF1|RASGRP1|PTGER4|NAMPT|LCK|CD48|IFNGR2|SELENOS|MYC|RIPK2|KLF6|IL4R|CXCL10|BTG2|NLRP3|CD14|PROK2|ATP2B1|CSF1|IFNAR1|IL15|IL10RA|IRF7|IRF1|FZD5|AQP9|CYBB|MXD1|CD69|P2RX4|TLR1|PTGER2|CCRL2|IL15RA	COAD
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	2.23E-09	2.79E-08	0.77493903	-0.520463719	-2.215177017	140	CXCL8|OSM|PLAUR|C5AR1|TNFAIP6|ADM|FFAR2|NFKBIA|ICAM1|AQP9|FPR1|NAMPT|RGS1|CSF3R|IFITM1|IL7R|PROK2|LCK|CCR7|PDE4B|RIPK2|EREG|CXCL10|MXD1|SELL|CSF1|FZD5|IFNGR2|IL1B|CD48|RASGRP1|KCNJ2|NLRP3|CD69|MYC|IL1R1|TNFRSF1B|ABCA1|IL4R|LTA|TLR2|C3AR1|IRF1|NMI|IL2RB|RHOG|KLF6|ACVR1B|PTAFR|BEST1|HIF1A|PTGER2|MEFV|GPR183|RELA|IL15|CCRL2	SARC
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.006288083	0.058946016	0.407017919	0.403109462	1.595937731	63	NOS1|TCF7L1|SYNPO|CELSR2|KRT5|YPEL1|TCL1A|IGFBP2|KCNMB1|ZBTB16|SPHK2|RYR1|GAMT|STAG3|CCDC106|MAGIX	CESC
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.049926579	0.145543252	0.245041785	-0.344752646	-1.402032571	136	G0S2|PLAUR|PLAU|CXCR4|TNFAIP3|TNFRSF1B|PTGS2|ADAM8|IL7R|PPP1R15A|TMEM158|SDCCAG8|IL2RG|CBR4|ERO1A|TRIB1|ITGA2|MMD|EREG|CTSS|DCBLD2|ADAM17|TFPI|GYPC|LY96|LAT2|C3AR1|PTBP2|PRKG2|CDADC1|ATG10|TLR8|PLEK2|EVI5	CESC
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.241992883	0.366655883	0.169570644	0.223255032	1.079351442	195	SORBS2|SPTBN1|SYNPO|MID1|ARHGAP29|SAC3D1|MYO1E|BCAR1|ARAP3|FSCN1|ESPL1|PLK1|FARP1|KIF2C|GEMIN4|SPTAN1|NET1|CCNB2|RHOF|CDC42EP1|INCENP|NEDD9|MYH10|CEP250|BIRC5|ACTN4|CDC42EP4|EPB41L2|ARHGEF11|NEK2|LLGL1|FLNB|FGD6|DST|MYH9|CENPF|ABR|RHOT2|CNTROB|NUMA1|FLNA|PXN|KIF22	CESC
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.120617111	0.231955982	0.149207542	-0.289739023	-1.223744453	185	CXCR4|DDIT3|PPP1R15A|NFIL3|POLR3G|NAMPT|INSIG1|DDIT4|FGL2|CDKN1A|HSPA5|MTHFD2L|HSPE1|ERO1A|SLC7A5|DAPP1|PLOD2|AURKA|P4HA1|SLC7A11|GLA|SKAP2|LDLR|IFRD1|TUBA4A|ACSL3|UBE2D3|EGLN3|PITPNB|SSR1|BHLHE40|TCEA1|TM7SF2|GMPS|SQSTM1|CTH|FADS1|HMGCR|RIT1|NUFIP1|GSK3B|SQLE|XBP1|SYTL2|IDI1|ITGB2|ADD3|ETF1|CANX|TXNRD1|TBK1|GSR|HMGCS1|SLC2A3	CESC
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.949640288	0.970994475	0.076279718	0.17075976	0.822114929	188	CDC45|TYMS|CCNA2|MCM4|PCNA|CSTF2|CAD|CDC20|DUT|RUVBL2|CCT5|LSM2|MCM5|NDUFAB1|KPNA2|MCM7|SRM|PRDX3|NOP56|POLD2|CYC1|TRIM28|PWP1|CCT7|RRP9|LSM7|SLC25A3|EIF1AX|RANBP1|NHP2|PSMD3|DHX15|SNRPG|VBP1|SRSF1|SNRPD3|PRPF31|IMPDH2|PSMC4|NOLC1|TARDBP|KPNB1|PPM1G|MRPL9|EIF4H|PSMD8|MRPS18B|PSMB2|PSMA6|PGK1|HNRNPR|SF3B3|HNRNPD|GOT2|EIF3B|TUFM|PHB2|EIF2S1|C1QBP|ILF2	CESC
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.151670951	0.270840984	0.183023938	0.322493343	1.225129239	54	BYSL|MCM4|PLK1|MAP3K6|TCOF1|MYBBP1A|GRWD1|DCTPP1|UNG|MCM5|TBRG4|NIP7|SRM|NOP56|RRP9|PPRC1|UTP20|IMP4|NOC4L|NOLC1|NOP2|PLK4|LAS1L|WDR74|PES1|MRTO4|NOP16|EXOSC5|RRP12|NDUFAF4|CDK4|DDX18|AIMP2	CESC
HALLMARK	HALLMARK_MYOGENESIS	0.000201764	0.004181312	0.518848078	0.381653189	1.730736225	125	PTGIS|NOS1|GJA5|COL15A1|COL4A2|COL3A1|COL6A3|TEAD4|ITGB4|COX7A1|APLNR|IGFBP3|WWTR1|PPP1R3C|TNNT3|MYL4|MYH11|IGFBP7|MAPK12|SPTAN1|PSEN2|TNNT1|NQO1|COL1A1|PICK1|TAGLN|RYR1|KCNH2|AKT2|GPX3|SMTN|MYH9|ADAM12|MYL6B|CNN3|TPM2|PTP4A3|MYO1C|PFKM|PDLIM7|NCAM1|COL6A2|FDPS|DMPK	CESC
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.339578454	0.458889803	0.111011492	0.326923252	1.07018797	26	DTX1|JAG1|CCND1|DTX4|FZD1|PSEN2|HES1|DTX2	CESC
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.451724138	0.550883095	0.117765788	0.20770967	0.992854303	178	MAOB|ACADVL|PDK4|ACAA2|SLC25A20|MRPS12|ETFDH|ECI1|NDUFS7|TIMM13|COX8A|NDUFAB1|BDH2|IDH2|NDUFB8|TIMM17A|AIFM1|RHOT2|PRDX3|CYC1|NDUFS2|RETSAT|COX17|IDH1|PDHA1|FH|ECH1|PMPCA|ETFB|SLC25A12|SLC25A3|ACAT1|NDUFA9|TIMM50|NDUFB7|MRPS22|TOMM22|COX15|CS|SUCLA2|MDH2|SUCLG1|NDUFB2|OGDH|MRPL15|SURF1|SLC25A11|NDUFA4|UQCRC1|NQO2|MRPL11|HTRA2|ALAS1|NDUFS3|GLUD1|NDUFV1|IDH3A|SLC25A5|HSD17B10|NDUFA8|NDUFB1|FXN|GOT2|MFN2|ATP1B1|GPI|PHB2|PDHB|ECHS1|ACO2	CESC
HALLMARK	HALLMARK_P53_PATHWAY	0.097701149	0.222048067	0.169570644	-0.304445836	-1.267918051	165	FOS|PLK3|JUN|IER3|DDIT3|NINJ1|PPP1R15A|TSPYL2|TM4SF1|TOB1|FAS|TSC22D1|ABCC5|DDIT4|MXD1|CDKN1A|CDKN2B|DRAM1|NOTCH1|ACVR1B|SLC3A2|FGF13|ZFP36L1|SLC7A11|CDKN2AIP|TAP1|S100A10|GM2A|CCNK	CESC
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.94159292	0.970994475	0.042845051	-0.231880728	-0.600863052	14	DPP4|AKT3	CESC
HALLMARK	HALLMARK_PEROXISOME	0.196286472	0.32714412	0.161978949	0.275706614	1.1549478	83	DLG4|PEX11B|PEX5|ABCB4|ERCC3|SLC35B2|STS|ACOX1|TSPO|ACSL5|IDH2|ABCB1|NUDT19|MLYCD|CTBP1|RETSAT|IDH1|ECH1|FDPS|PEX13|EHHADH|PRDX1|ABCD1|SLC25A19|HSD17B4	CESC
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.241910632	0.366655883	0.105920293	-0.293667628	-1.119065484	92	CXCR4|DDIT3|E2F1|CAMK4|THEM4|CDKN1A|IL2RG|MAPK10|DAPP1|VAV3|UBE2D3|ATF1|MAPK8|SQSTM1|SMAD2|RIT1|GSK3B|CAB39|TBK1|PTEN|EIF4E|MAP2K3|HSP90B1|TNFRSF1A|MAPK9|PLA2G12A|MAPKAP1|MKNK1|RPS6KA3|CDKN1B|RAC1|IRAK4	CESC
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.0106086	0.075775712	0.380730401	-0.458306787	-1.730358242	88	CAV2|ABCA1|STX7|KIF1B|ICA1|GLA|VAMP7|TMED2|SCAMP1|TMED10|VAMP3|IGF2R|RAB14|NAPG|PPT1|LAMP2|TOM1L1|COG2|ARFGEF1|AP2B1|BET1|LMAN1|VAMP4|GOLGA4|ATP7A|GNAS|STX12|RAB5A|SGMS1|DNM1L|BNIP3|GALC|NAPA|CLTA|SEC31A|STAM|AP3S1|SNX2|RPS6KA3|ATP6V1H|ARFGAP3|AP3B1|RAB2A|PAM|SEC24D|YIPF6|M6PR|AP2S1|CTSC	CESC
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.9625	0.970994475	0.057730855	0.168233776	0.62972634	48	MPO|TXNRD2|NQO1|GPX3|ERCC2|NDUFS2|FES|PRDX1|HMOX2|HHEX|CDKN2D|PRNP|GLRX2|GLRX|PFKP|G6PD|STK25	CESC
HALLMARK	HALLMARK_SPERMATOGENESIS	0.432	0.549363057	0.075118164	-0.27715931	-1.006821001	70	CAMK4|SHE|VDAC3|ACRBP|ZPBP|PHF7|AURKA|PIAS2|EZH2|BRAF|DMC1|HSPA2|MLLT10|IFT88|TTK|DBF4|SLC12A2|ZC3H14|HSPA4L	CESC
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.32	0.444444444	0.119348441	0.287858656	1.085620875	50	TJP1|SPTBN1|ID1|WWTR1|BCAR3|SMAD6|PMEPA1|ENG|SMAD7|CDKN1C	CESC
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	1.22E-09	6.11E-08	0.788186811	-0.617011039	-2.56967858	167	G0S2|PLAUR|AREG|ICAM1|FOSB|PLAU|FOS|JUN|IER3|TNFAIP3|BCL3|NR4A2|CXCL1|CSF1|DUSP1|NFKBIA|ZC3H12A|TNFAIP6|GADD45B|ZFP36|PTGS2|NINJ1|VEGFA|IL7R|PPP1R15A|TUBB2A|CD83|GPR183|PER1|SOCS3|NFIL3|PDE4B|DUSP2|TSC22D1|CCNL1|JUNB|NAMPT|BCL2A1|EGR1|MAFF|ABCA1|CEBPB|MXD1|MARCKS|CDKN1A|DRAM1|NFE2L2|KLF10|TRIB1|EIF1|PDLIM5|PNRC1|CD44|FOSL2|FOSL1|PFKFB3|IER2|RIPK2|TAP1|LDLR	CESC
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.25753012	0.371915189	0.100633389	-0.286038168	-1.106510935	102	DNAJB9|VEGFA|TSPYL2|TUBB2A|DDIT4|CEBPB|HSPA5|ERO1A|SLC7A5|DNAJC3|NFYB|ATF6|EXOSC1|NABP1|SSR1|EIF2AK3|ERN1|PARN|YWHAZ|XBP1|HERPUD1|PDIA6|WIPI1|EIF4E|CNOT2|SEC31A|IFIT1|HSP90B1|EXOC2|EIF4A2|DDX10|ATF3|SLC1A4|XPOT|SLC30A5|MTHFD2|CNOT4|SEC11A|EXOSC9|EXOSC4|DCP1A|NPM1|LSM1|CNOT6|BAG3	CESC
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.084592145	0.201409869	0.271288555	0.274240038	1.235593935	121	IGFBP5|PTPN21|COL3A1|ADGRL2|ERBB2|TJP1|MET|ID1|PPARG|CACNA1A|PLPP3|MT1E|PDGFRB|RBPMS|PTPRM|MGLL|GJA1|FZD2|COL1A1|NRP1	CESC
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.186567164	0.321667524	0.120985142	-0.291226044	-1.163205548	124	ICAM1|FOSB|FOS|NFKBIA|JUNB|CDKN2B|CREG1|FURIN|GRINA|CASP3|AMD1|GLS|SLC6A8|TAP1|TUBA4A|SIGMAR1|HSPA2|DNAJB1|EIF5|SQSTM1|BCL2L11|CA2|CHKA|PPT1|BTG1|IL6ST|PPP1R2|BTG3|PRPF3|PRKCD|TST|HLA-F|AQP3|AGO2|TFRC|CXCL2|NR4A1|POLR2H|SOD2|MRPL23|CDC34|NXF1|ARRB2|RET|PARP2|MGAT1|NUP58|ATF3	CESC
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.260340633	0.371915189	0.132147261	0.326965121	1.146241002	35	JAG2|HEY2|JAG1|FZD1|PSEN2|TP53|NOTCH4|FRAT1|RBPJ|GNAI1|HEY1|SKP2|CTNNB1	CESC
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.815750371	0.948546944	0.041404427	-0.201457784	-0.811888502	130	RAP1GAP|NINJ1|CYP27A1|FAS|VNN1|GABARAPL1|AQP9|ENTPD5|PDLIM5|CES1|POR|ARG2|HES6	CESC
HALLMARK	HALLMARK_ADIPOGENESIS	0.015468235	0.03682913	0.380730401	0.323328169	1.336833295	172	FABP4|DHCR7|PPARG|LPL|SNCG|CAVIN1|SPARCL1|MGLL|ME1|PHLDB1|COL4A1|CRAT|GPX3|LTC4S|CD151|HSPB8|SULT1A1|RNF11|PGM1|LIFR|SCARB1|GPD2|UCP2|ALDOA|YWHAG|ELMOD3|TST|ACOX1|LAMA4|GBE1|SCP2|ADCY6|CDKN2C|UCK1|MIGA2|CAVIN2|STOM|HADH|RAB34|DNAJC15|ARAF|C3|DHRS7B|PFKL|LPCAT3|TALDO1|ADIPOR2|FAH|MYLK|MRPL15|NKIRAS1|IDH1|SLC25A1|GPX4|ITSN1|APOE|G3BP2|PTGER3|CMPK1|CD36|SORBS1|RTN3|MDH2	CHOL
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	3.41E-10	5.69E-09	0.814035838	-0.567916614	-2.265565984	157	ICAM1|BCL3|CD8B|ACHE|FAS|CD3E|CD3D|TRAT1|IL2RG|CD8A|CD7|UBE2D1|DYRK3|CD3G|RIPK2|CTSS|FCGR2B|CSF1|CD74|CD79A|PTPRC|TLR2|IL4R|ITK|CD86|GBP2|LCK|IFNGR2|CD2|ITGB2|IL18RAP|NLRP3|MMP9|CD247|TAP1|CRTAM|KRT1|IL12RB1|CD96|APBB1|IGSF6|CCR1|CFP|NCF4|ETS1|STAT1|RPL9|SPI1|LY86|HLA-DMB|GPR65|IFNGR1|NCR1|LTB|FGR|IL2RB|RPS9|RPS3A|ABCE1|TAPBP|WAS	CHOL
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.025301254	0.055002726	0.352487858	0.363718807	1.350792722	84	KRT8|ADAMTS1|PMEPA1|AKAP12|HOMER2|SPCS3|LIFR|CCND3|ACTN1|CDC14B|ITGAV|SAT1|CCND1|MAP7|GPD1L|SRF|NCOA4|PLPP1|ABCC4|UBE2J1|INPP4B|PGM3	CHOL
HALLMARK	HALLMARK_ANGIOGENESIS	0.035838502	0.074663546	0.321775918	0.526738404	1.485930629	23	SLCO2A1|FSTL1|NRP1|TNFRSF21|LPL|JAG1|COL3A1|JAG2|PF4|APP|ITGAV	CHOL
HALLMARK	HALLMARK_APICAL_JUNCTION	8.31E-06	5.94E-05	0.593325476	0.471298441	1.892068665	129	LAMA3|ITGB4|TJP1|MYL9|PARVA|VWF|MDK|JAM3|CD34|CRAT|LAMB3|CD209|CLDN5|GNAI1|NECTIN1|FBN1|GAMT|MAPK11|ZYX|SRC|RHOF|ACTB|ACTN1|FSCN1|MYH9|ACTG1|VCL|COL17A1|ICAM5|CTNNA1|ITGB1|MAP4K2|CDH6|EPB41L2|RRAS|CTNND1|BMP1|LIMA1|YWHAH|PARD6G|ADAM9|CD99|EXOC4|ITGA9|IKBKG|LDLRAP1|HADH|SDC3|SHC1|ACTN4|CERCAM|INPPL1|SYK|CAP1|PECAM1|PFN1|FYB1|AKT2|RSU1|IRS1|TAOK2|CADM2	CHOL
HALLMARK	HALLMARK_APICAL_SURFACE	0.079429735	0.132382892	0.227987203	-0.487924554	-1.38931613	25	PLAUR|MAL|IL2RG|CD160|SULF2|GATA3	CHOL
HALLMARK	HALLMARK_APOPTOSIS	0.119626168	0.179128626	0.175204048	-0.30534159	-1.196021123	141	JUN|GADD45B|IER3|DDIT3|LEF1|FAS|PMAIP1|EGR3|BCL2L11|IGF2R|CTH|CD44|CDKN1B|CD2|ISG20|CD69|TAP1|MCL1|TNFSF10|PPP2R5B|BTG2|IRF1|HMGB2|PPT1|ETF1|TIMP2|IFNGR1|CDC25B|CD14|CD38|RARA|TXNIP	CHOL
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.559160305	0.681902811	0.070960946	-0.267878311	-0.949660679	69	ABCA1|AQP9|SLC22A18|NR3C2|LCK|ALDH1A1|ABCD2|KLF1|CYP27A1|ACSL1|SULT1B1|HSD17B11|IDI1	CHOL
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.59137577	0.704018774	0.071827629	0.266996508	0.942565521	63	DHCR7|PPARG|LPL|CLU|JAG1|GNAI1|GSTM2|CD9|ACTG1|SC5D|ACSS2	CHOL
HALLMARK	HALLMARK_COAGULATION	0.010150418	0.028195605	0.380730401	0.412949408	1.491043841	74	TIMP3|MMP1|A2M|RAPGEF3|VWF|CLU|HTRA1|F8|CASP9|CSRP1|THBS1|CFH|FN1|FBN1|ITGB3|HPN|PF4|CD9|GP9|SPARC|GP1BA|WDR1|PLEK|BMP1|PDGFB|MSRB2|ADAM9|PROS1|CRIP2|KLF7|SERPING1|CPQ|C3|TIMP1|PECAM1|FYN|CAPN2|GSN|SIRT2	CHOL
HALLMARK	HALLMARK_COMPLEMENT	0.097966728	0.158010852	0.193813303	-0.307690261	-1.22536791	156	PLAUR|CXCL1|TNFAIP3|MAFF|CEBPB|F5|SPOCK2|SERPINA1|HSPA5|FCN1|TFPI2|CTSS|ERAP2|LCK|RASGRP1|DPP4|CTSH|GATA3|IRF1|S100A9|PIM1|S100A12|RCE1|PIK3R5|TIMP2|PLA2G7|CDA|CTSB|DYRK2|WAS|USP15|CTSO|SIRT6|CD55|CASP3	CHOL
HALLMARK	HALLMARK_DNA_REPAIR	1	1	0.043103683	-0.134977154	-0.526837574	140	PDE4B|ELL|STX3|NME3|GTF2B|ERCC4|CDA|CSTF3|GTF2H5|RPA3|RBX1|HCLS1|ERCC8|GUK1|POLR3C|RFC3|RALA|GTF2A2|EIF1B|POLR2J|CLP1|APRT|NELFE|TARBP2|POLL|XPC|POLR1D|RPA2|TMED2|SUPT5H|RNMT|SSRP1|SNAPC5|CMPK2|ALYREF|SF3A3|LIG1|GTF2F1|POLR2K|DGCR8|NT5C3A|POLR2C|RAD51|NT5C|EDF1|MRPL40|AAAS|PDE6G|POLD3|AGO4|DCTN4|TAF6|NUDT9|TK2|RFC4|POLR2A	CHOL
HALLMARK	HALLMARK_E2F_TARGETS	0.943502825	0.982815443	0.04558782	-0.191659241	-0.777013739	183	CDKN1B|HMGB3|TFRC|CKS2|HMGB2|PA2G4|UBE2S|CDC25B|DCK|MAD2L1|MYC|GSPT1|EIF2S1|AURKB|CDCA8|BRCA2|KIF22|PNN|RPA3|MYBL2|DLGAP5|MKI67|LYAR|TOP2A|ESPL1|BIRC5|RFC3|HNRNPD|HMGA1|EXOSC8|PTTG1|NASP|NBN|KPNA2|DDX39A|SMC1A|PHF5A|PRDX4|SMC6|PLK1|SMC3|RPA2|MCM2|PPP1R8|SSRP1|MCM6|LMNB1|RAD21|LIG1|HUS1|LBR|ANP32E|CHEK1|XRCC6|CDKN3|TRA2B	CHOL
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.000168907	0.000767757	0.518848078	0.438468525	1.729095374	115	DCN|IGFBP2|LAMA3|BGN|COL4A2|FSTL1|SDC4|TIMP3|MYL9|ENO2|DPYSL3|LOX|MMP1|QSOX1|ADAM12|PMEPA1|FERMT2|MGP|HTRA1|COL6A3|COL4A1|TPM2|SNTB1|IGFBP4|THBS1|ITGB5|FN1|TPM1|FBN1|FLNA|TPM4|ITGB3|CXCL12|CALD1|NID2|COL3A1|PLOD1|CALU|DST|SERPINH1|SPARC|ITGAV|ITGB1|SAT1|COL1A1|TGFB1|CDH6|VEGFC|P3H1|TGM2|WIPF1|MEST|BMP1	CHOL
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.059793814	0.106774669	0.266350657	0.320378229	1.292493389	133	KRT8|MPPED2|DHCR7|PAPSS2|PPIF|TMPRSS3|KRT18|ENDOD1|PODXL|IGFBP4|DEPTOR|HSPB8|ABAT|SLC1A1|SLC24A3|SLC37A1|WWC1|CXCL12|ABCA3|DLC1|SCARB1|RPS6KA2|RET|NAV2|KAZN|MINDY1|ZNF185|CCND1	CHOL
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.275154004	0.371829735	0.116234149	0.268769219	1.078997451	129	DHCR7|MDK|ASS1|DLG5|PAPSS2|ST14|PPIF|TMPRSS3|SLC2A8|IGFBP4|PRKAR2B|HSPB8|SLC24A3|HOMER2|CXCL12|ABCA3|XRCC3|CD9|SCARB1|RPS6KA2|RET|KIF20A|CCND1|TST|MEST|ANXA9|METTL3|CA2|UNC13B|LSR|FLNB	CHOL
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.686597938	0.773442847	0.064648457	0.226862217	0.905161368	125	ENO2|CEL|MGLL|ME1|INMT|CRAT|LTC4S|PRDX6|ODC1|PTPRG|GPD2|ALDOA|MAOA|ACOX1|YWHAH|ACADVL|ENO3|RDH11|CA2|EPHX1|CPT1A|SUCLA2|HADH|ALDH9A1|PCBD1|HSD17B4|ADIPOR2|ACSL4|NTHL1|MLYCD|ACOT8|PTS|IDH1|HPGD|SDHA|HMGCL|CBR1|CD36|MDH2	CHOL
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.012406008	0.032453225	0.380730401	-0.350289136	-1.420121826	183	BCL3|MARCKS|HIRA|SAP30|CDKN1B|TFDP1|FBXO5|SLC38A1|HMGB3|TLE3|CKS2|UBE2S|CDC25B|MAD2L1|MYC|E2F2|GSPT1|CCNT1|KMT5A|HMGN2|AURKB|ATF5|SLC7A5|CUL4A|BRCA2|KIF22|SNRPD1|DBF4|MYBL2|MKI67|FOXN3|TOP2A|ESPL1|CCNF|BIRC5|HNRNPD|NEK2|HMGA1|HNRNPU|HIF1A|PTTG1|NASP|BUB3|KPNA2|SRSF10|DDX39A|SMC1A|E2F1|CUL3|HSPA8|INCENP|CCNA2|PLK1|NOTCH2|CENPF|RPA2|TTK|SFPQ|CASP8AP2|MCM2|NUP50|ARID4A|MCM6|YTHDC1|LMNB1|SMAD3|RAD21|PML|EXO1|CUL1|HUS1|KIF20B|ORC5|LBR|CHEK1|CDKN3|TRA2B	CHOL
HALLMARK	HALLMARK_GLYCOLYSIS	0.046641791	0.093283582	0.287857117	-0.33662191	-1.321864007	143	CXCR4|VEGFA|IER3|DSC2|DDIT4|VCAN|MXI1|DPYSL4|TKTL1|IL13RA1|HSPA5|CTH|TGFBI|SAP30|RRAGD|HK2|ERO1A|CD44|NT5E|ISG20|GCLC	CHOL
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.406882591	0.53537183	0.091107313	-0.37424949	-1.031721271	22	VEGFA|ACHE|TLE3	CHOL
HALLMARK	HALLMARK_HEME_METABOLISM	2.01E-07	2.01E-06	0.690132459	-0.490928536	-1.982572635	176	ALAS2|RAP1GAP|SLC6A9|SLC22A4|EPB42|SELENBP1|AHSP|SLC6A8|MXI1|GYPC|HBB|HBD|MYL4|SLC25A37|CA1|PRDX2|SPTA1|ADD2|BPGM|AQP3|HMBS|RANBP10|CIR1|GCLC|SLC4A1|SLC25A38|TFRC|FECH|MFHAS1|RAD23A|KLF1|PPP2R5B|BTG2|PPOX|CLIC2|BLVRB|KEL|FOXO3|ELL2|E2F2|NARF|GLRX5|GYPA|CTSB|SIDT2|RNF123|MOSPD1|USP15|CPOX|TSPAN5|NUDT4|DCUN1D1|TNRC6B|ACP5	CHOL
HALLMARK	HALLMARK_HYPOXIA	4.26E-06	3.55E-05	0.610526878	-0.497513664	-1.951424418	142	PLAUR|ADM|FOS|JUN|CXCR4|TNFAIP3|DUSP1|ZFP36|VEGFA|IER3|DDIT3|DDIT4|NFIL3|MAFF|SELENBP1|MXI1|DPYSL4|PNRC1|TKTL1|JMJD6|FOSL2|HSPA5|BHLHE40|TGFBI|PPP1R15A|SAP30|RRAGD|HK2|BTG1|ERO1A|GAA|CDKN1B|KLF6|ISG20|PFKFB3|P4HA1|ETS1|LARGE1|BCL2|PIM1|FOXO3|ALDOB|IRS2	CHOL
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	5.74E-09	3.58E-08	0.761460801	-0.4704759	-2.109292474	183	FPR1|ICAM1|B2M|PTGS2|CDKN1A|CCL5|IL7|NAMPT|SELP|TNFAIP6|SOD2|GPR18|CXCL10|FGL2|SECTM1|BANK1|TNFAIP3|HLA-B|PLA2G4A|JAK2|SPPL2A|CD74|PELI1|NFKBIA|HLA-G|HLA-A|IFIT2|HLA-DQA1|TAP1|CD86|EPSTI1|SLAMF7|IL18BP|ITGB7|ST8SIA4|CD274|PDE4B|GZMA|IL10RA|CD40|ST3GAL5|RSAD2|HLA-DRB1|IL15|HIF1A|OASL|P2RY14|TNFSF10|TAPBP|PSMB9|IRF2|CSF2RB|PNPT1|NCOA3|ZBP1|IL2RB|CASP3|TNFAIP2|SP110|IL4R|EIF4E3|IFIT3|BATF2|IFITM2|UPP1|HLA-DMA|FAS|IRF1|IL15RA|GCH1|TRAFD1|LCP2	AML
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	8.34E-09	6.95E-08	0.747739663	-0.643784491	-2.254100649	89	SELL|IFITM1|CMPK2|RSAD2|CXCL10|CCRL2|ISG15|BATF2|GBP2|RIPK2|IFIT3|CD74|OASL|TAP1|UBE2L6|SP110|LY6E|IL4R|IFITM2|ISG20|PARP9|NUB1|NMI|USP18|CSF1|MX1|PSME2|IRF1|TRIM5|IFIT2|IFI44|EIF2AK2|PLSCR1|IFIH1|PSMB9|PSME1|PARP12|IL15|LAP3|CASP1|GBP4|SAMD9L|TXNIP	PAAD
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	1.01E-08	1.26E-07	0.747739663	-0.527008429	-2.054888469	181	ICAM1|TNFAIP6|PTGS2|NFKBIA|TNFAIP3|FPR1|FAS|SOCS3|CXCL10|PDE4B|RSAD2|NAMPT|FCGR1A|TAP1|CSF2RB|FGL2|PELI1|ISG15|CMPK2|CASP3|CD69|CD74|XAF1|RIPK2|ARID5B|SECTM1|EIF4E3|CD86|MX1|TOR1B|SP110|SLAMF7|BTG1|LY6E|OASL|CDKN1A|UPP1|TAPBP|STAT1|CD274|IRF7|UBE2L6|APOL6|ITGB7|NMI|IL4R|IFIT2|IL15|IFIT3|LCP2|HIF1A|IFIT1|IL18BP	STAD
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	2.63E-08	2.63E-07	0.733761988	-0.507455657	-2.059337132	178	ICAM1|PTGS2|NFKBIA|FPR1|TNFAIP3|PDE4B|TNFAIP6|FAS|SECTM1|FGL2|CXCL10|CSF2RB|NAMPT|FCGR1A|CD86|RIPK2|PELI1|SOCS3|CD74|IL4R|ISG15|TNFAIP2|XAF1|BTG1|SP110|IRF7|HLA-DMA|BPGM|IRF5|ARID5B|HLA-DRB1|ISG20|IRF1|BATF2|OASL|TNFSF10|SLAMF7|CMPK2|CD38|IFIT3|EIF4E3|CASP1|ZBP1|IFIT2|SLC25A28|MX2|APOL6|CIITA|TAP1|LYSMD2|STAT2|RSAD2|NMI|ITGB7|IFIH1|SAMD9L|PSME2|PTPN2	ESCA
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	3.11E-08	3.88E-07	0.719512826	-0.509087764	-2.061709155	179	ICAM1|NFKBIA|TNFAIP3|TNFAIP6|PTGS2|PDE4B|FPR1|FAS|NAMPT|SECTM1|SOCS3|PELI1|FGL2|ARID5B|CSF2RB|RIPK2|FCGR1A|CD74|BTG1|CXCL10|BPGM|IL4R|CD86|TNFAIP2|ISG20|SP110|XAF1|CD69|TAP1|TNFSF10|ITGB7|CD274|IRF1|UPP1|STAT1|SLAMF7|NMI|PIM1|ZBP1|APOL6|IFIT2|CD38|EIF4E3|IL2RB|TXNIP|TAPBP|IL15RA|IL10RA|ISG15|UBE2L6|IRF5|RSAD2|HLA-DMA|CASP3|SAMD9L|SLC25A28|HLA-DRB1|IFITM2|IFIT3|IL18BP|PSME2|DDX58|LCP2|GBP4|ST3GAL5|PSME1	CHOL
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.01298129	0.032453225	0.380730401	0.426958448	1.502552556	61	IGFBP2|KCNMB1|SYNPO|TG|CACNA1F|GAMT|IFI44L|RYR1|IDUA|COPZ2|SNN|TCF7L1|MAGIX|GP1BA|TGFB2|PTPRJ|TCL1A|EGF|CCDC106	CHOL
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	2.47E-05	0.000137012	0.575610261	-0.482582558	-1.856353217	130	G0S2|PLAU|PLAUR|CXCR4|TNFAIP3|TNFRSF1B|PTGS2|ADAM8|IL7R|GYPC|IL2RG|PLEK2|TRIB1|TLR8|LAT2|PCSK1N|CTSS|PPP1R15A|C3AR1|CXCL10|ERO1A|BPGM|ITGB2|TRAF1|MMP9|KCNN4|PRDM1|LAPTM5|ETS1|CSF2RA|ARG1|SLPI	CHOL
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.065789474	0.113430127	0.261663522	0.30138556	1.267199163	195	SORBS2|SYNPO|MID1|BCAR1|ARHGAP29|SPTBN1|MYO1E|FLNA|PALLD|CDC42EP1|CTTN|RHOF|DST|CNTROB|FSCN1|KIF3C|MYH9|VCL|CLIP2|EPB41L2|NET1|CDC42EP4|DYNLL2|ALS2|NCK2|FLNB|ACTN4|SPTAN1|ARHGEF12|MAPRE1|HDAC6|CLASP1|TUBGCP5|TBCD|KLC1|BCR|ARAP3|GSN|NIN|TUBA4A|CYTH2|TAOK2|TUBD1|TRIO|RASAL2|KIF3B|NDC80|CLIP1|FGD4|ITSN1|PKD2|LLGL1|SAC3D1|CAPZB|MARK4|CDC42EP2|RAB3GAP1|TLK1|BUB1|YWHAE|RABGAP1|RAPGEF5	CHOL
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.052830189	0.100308642	0.271288555	-0.314577376	-1.275285199	182	CXCR4|DDIT3|DDIT4|NFIL3|NAMPT|FGL2|HSPA5|BHLHE40|CTH|PPP1R15A|HK2|ERO1A|HMBS|TM7SF2|ITGB2|GCLC|TFRC|CFP|BTG2|ETF1|P4HA1|ELOVL6|SLC1A5|TOMM40|NFKBIB|XBP1|IDI1	CHOL
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.009113239	0.026803643	0.380730401	-0.350692494	-1.427500232	186	TFDP1|RPL6|HDDC2|ETF1|PA2G4|SNRPB2|CNBP|RPS6|RPL22|RPL34|MAD2L1|MYC|SRSF7|GSPT1|RPS3|RPS5|CBX3|ABCE1|EEF1B2|PABPC4|RACK1|RPL18|EIF2S1|FBL|SRPK1|NOP16|SNRPA|RPL14|NPM1|SSBP1|TUFM|SNRPD1|RSL1D1|XPOT|HNRNPA1|SNRPD2|RPS2|HNRNPD|ERH|EIF3D|HNRNPU|VDAC3|DDX21|BUB3|SRSF3|KPNA2|PRDX4|CCNA2|APEX1|PSMD8|PWP1|C1QBP|RPLP0|EIF3J|MRPL23|MCM2|LDHA|EXOSC7|PHB2|RNPS1|HSPE1|CCT2|HSP90AB1|MCM6|PRPF31|CUL1|EIF3B|SSB|XRCC6|MRPL9|TRA2B	CHOL
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.121807466	0.179128626	0.178219875	-0.382085534	-1.288988324	53	DUSP2|SLC19A1|HK2|PUS1|PA2G4|MYC|CBX3|SUPV3L1|NOP16|NPM1	CHOL
HALLMARK	HALLMARK_MYOGENESIS	0.000852302	0.003278084	0.477270815	0.414738719	1.640576848	117	ITGB4|COL4A2|APLNR|ADAM12|TEAD4|CLU|NQO1|COL6A3|TPM2|CRAT|GPX3|WWTR1|MYO1C|IGFBP7|MAPK12|HSPB8|ITGB5|PFKM|PSEN2|TNNT3|PRNP|PDLIM7|TNNT1|RYR1|COL3A1|FHL1|PTP4A3|MYH9|APP|SPARC|NAV2|HDAC5|ITGB1|COL1A1|TGFB1|KIFC3|SPHK1|MYH11|SMTN|FLII|TNNC2|GNAO1|ENO3	CHOL
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.696098563	0.773442847	0.063784539	-0.286793526	-0.829702683	27	DLL1|NOTCH1|SAP30|MAML2|FZD5	CHOL
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	1	1	0.048214971	0.136683488	0.565706025	177	MAOB|CYB5R3|PDK4|GPI|MFN2|NDUFA4|NQO2|ACADVL|ATP6V0E1|COX17|OPA1|CPT1A|SUCLA2|SLC25A20|ATP6AP1|ATP6V1F|TIMM8B|HTRA2|IDH2|MRPL15|ATP6V1E1|UQCRH|CYCS|IDH1|MTX2|SDHA|GPX4|MDH2|COX6A1|PDHB|MPC1|NNT|RETSAT|SLC25A3|ISCA1|NDUFS2|NDUFC1|OGDH|ECI1|ACADM|NDUFS1|MRPS12|UQCR10|RHOT2|IDH3A|DLAT|ATP6V1G1|COX8A|VDAC2|IDH3G|COX10|MRPL35|SLC25A12|SLC25A11	CHOL
HALLMARK	HALLMARK_P53_PATHWAY	0.002629917	0.008766391	0.431707696	-0.379453005	-1.517214878	163	FOS|JUN|PLK3|IER3|DDIT3|DDIT4|FAS|TOB1|ZFP36L1|TCN2|SERTAD3|GM2A|MXD1|NINJ1|NOTCH1|PPP1R15A|BTG1|CTSF|MKNK2|TAP1|TSPYL2|TCHH|BLCAP|CDKN2B|BTG2|UPP1|RALGDS|FOXO3|DGKA|IER5|RPL36|TM4SF1|RPS12|CCNK|TXNIP|RHBDF2|RACK1|RPL18|RNF19B|HINT1|CDKN2AIP	CHOL
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.873320537	0.929064402	0.049991391	0.274413486	0.680632857	13	STXBP1|LMO2|VDR|SPCS1	CHOL
HALLMARK	HALLMARK_PEROXISOME	0.054166667	0.100308642	0.28201335	0.366068775	1.348933226	80	CEL|CRAT|DLG4|STS|ABCB4|ALB|ACOX1|SCP2|NUDT19|SLC23A2|ABCD1|YWHAH|ISOC1|RDH11|CLN6|ALDH9A1|DHRS3|PEX11B|PRDX5|HSD17B4|PEX13|ACSL4|IDH2|PEX5|MLYCD|ACOT8|SLC35B2|IDH1|HMGCL	CHOL
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.216572505	0.300795145	0.12687573	-0.307785355	-1.140273055	91	CXCR4|DDIT3|IL2RG|CAMK4|LCK|CDKN1B|MKNK2|MAP2K6|TNFRSF1A|MAPK10|NFKBIB	CHOL
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.463465553	0.594186607	0.085535695	0.264438707	0.991037239	88	KRT18|BNIP3|DST|SNAP23|ARF1|CLCN3|SCRN1|GNAS|AP2M1|ADAM10|TMX1|PAM|NAPA|COPB2|AP2S1|ARFGEF2|CLTC|AP1G1|OCRL|SEC22B|VPS45|MON2|VAMP7|M6PR|CD63|ATP1A1|RAB22A|DNM1L|GLA|VAMP3|YKT6|MAPK1|LAMP2|AP3S1|LMAN1|SOD1|RER1	CHOL
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.496015936	0.62001992	0.079343496	0.289397155	0.978445804	48	NQO1|GPX3|PRNP|PRDX6|PTPA|PDLIM1|CDKN2D|PFKP|G6PD|MSRA|GCLM|ABCC1|GPX4|FTL|MPO|ATOX1|MBP	CHOL
HALLMARK	HALLMARK_SPERMATOGENESIS	0.780346821	0.848203066	0.055364284	-0.233794188	-0.825325305	68	CAMK4|TKTL1|PCSK1N|SHE	CHOL
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.193612774	0.276589678	0.139599673	0.351739103	1.192685859	50	TJP1|PMEPA1|ID1|SMAD6|WWTR1|THBS1|SPTBN1|ACVR1|ENG|TGFB1|FKBP1A	CHOL
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	6.86E-26	3.43E-24	1.318888796	-0.713444031	-2.861438198	165	G0S2|PLAU|FOSB|ICAM1|TUBB2A|PLAUR|FOS|JUN|CXCL1|BCL3|NFKBIA|ZC3H12A|TNFAIP3|TNFAIP6|GADD45B|DUSP2|DUSP1|ZFP36|PTGS2|VEGFA|IER3|AREG|PDE4B|PER1|NFIL3|MAFF|NR4A2|IL7R|JUNB|CEBPB|MARCKS|NAMPT|CD83|BCL2A1|PNRC1|GPR183|ABCA1|KLF10|SOCS3|FOSL2|BCL6|TRIB1|TGIF1|EGR1|CCNL1|BHLHE40|EGR3|IER2|MXD1|NINJ1|RIPK2|CSF1|PPP1R15A|BTG1|PTGER4|CXCL10|TLR2|LITAF|CD44|IFNGR2|TNFAIP2|KLF6|TRAF1|PFKFB3|CD69|TAP1|RELB|KLF2|NFKBIE|ATP2B1|MCL1|BTG2|IRF1|EGR2|CCRL2|REL|B4GALT5|DENND5A|IRS2|IER5|MYC|SLC16A6|IFIT2|KDM6B|NFE2L2|NR4A1|SERPINB8	CHOL
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.00052767	0.002198625	0.477270815	-0.473356133	-1.757040942	98	TUBB2A|VEGFA|DNAJB9|DDIT4|CEBPB|NABP1|HSPA5|ERO1A|TSPYL2|DNAJA4|EIF2AK3|HERPUD1|XBP1|BAG3|EIF2S1|RPS14|NPM1|SLC7A5|EEF2|ALDH18A1|YIF1A|XPOT|EXOC2|EXOSC9|ATF3|HSP90B1|CNOT2|EXOSC5|ZBTB17	CHOL
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.009109914	0.026803643	0.380730401	0.366114659	1.44376877	115	TJP1|ADGRL2|PPARG|NRP1|ID1|PLPP3|LPAR1|IGFBP5|MGLL|EFEMP1|PRKAR2B|MAP1B|GRK5|ITGB3|DLC1|COL3A1|COL1A1|KALRN|GCNT1|PTPRM|RBPMS|NFIB|DDAH1|LTBP1|ATRN|MAGI2|ERBB2|SFMBT1|INPP4B|FYN|ATP2C1|LAMC1|IRS1|PLCB4|ABCC1|WDR37|NEK7|PRKCA|ADORA2B|IGF1R|MGMT|TFPI|PIAS3	CHOL
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.001122087	0.004007453	0.455059867	-0.426970839	-1.635266437	122	FOSB|ICAM1|FOS|NFKBIA|JUNB|SLC6A8|GRINA|BCL2L11|PLCL1|BTG1|DNAJB1|AQP3|KCNH2|SIGMAR1|RASGRP1|TAP1|CDC34|TCHH|TFRC|EIF2S3|CDKN2B|CREG1|MGAT1|BTG2|IRF1|PPT1	CHOL
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.656063618	0.762864672	0.065087757	0.279865924	0.875260821	35	NOTCH4|JAG1|GNAI1|PSEN2|JAG2|HDAC5|WNT5B|HDAC11	CHOL
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.109053498	0.170396091	0.193813303	0.299853863	1.205510502	130	EPHA2|PAPSS2|NQO1|BCAR1|GCKR|SPINT2|IGFBP4|ATOH8|SLC6A6|TMEM176B|ATP2A2|NDRG2|GSTM4|PTGR1|PDK4|ABHD6|IL1R1|ABCC3|MAOA|ACP2|TGFB2|ACOX1|NPC1|SMOX|SLC35D1|COMT|HMOX1|GSTO1|PROS1|CA2|AKR1C3|EPHX1|ARG2|MAN1A1|ARPP19|PGRMC1|ALDH9A1	CHOL
HALLMARK	HALLMARK_ADIPOGENESIS	0.091383812	0.154159395	0.241339977	0.264052783	1.187095516	172	DHCR7|MGLL|CD151|FABP4|CRAT|STOM|ME1|YWHAG|ALDOA|RNF11|PGM1|ADCY6|GPD2|ADIPOR2|LPL|DHRS7B|FAH|ACOX1|MIGA2|DNAJC15|UCP2|CAVIN2|LPCAT3|GBE1|PHLDB1|CMPK1|SPARCL1|PFKL|AGPAT3|ARAF|G3BP2|PPARG|RTN3|MYLK|COL15A1|HADH|LIFR|UCK1|TALDO1|CD36|GPX4|SLC25A1|COL4A1|ANGPT1|REEP5|TST|CAVIN1|RREB1|PTGER3|ITSN1|LTC4S|CDKN2C|ELMOD3	COAD
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	3.61E-12	9.02E-11	0.898671232	-0.560833195	-2.365212082	156	ICAM1|ACHE|BCL3|CD8B|TRAT1|CD3E|FAS|CXCR3|CD3D|IL2RG|CD8A|KRT1|CD7|FCGR2B|CD79A|HLA-DMB|CD3G|CDKN2A|CD86|TLR2|CTSS|CFP|LY86|SIT1|CD2|ITGB2|LTB|LCK|IFNGR2|RPL9|CRTAM|UBE2D1|RPS3A|PTPRC|RPL39|CD74|RIPK2|IL12RB1|CD247|RPS9|IL4R|GPR65|HLA-DRA|NLRP3|ETS1|CCR1|IGSF6|ITK|APBB1|DYRK3|CSF1|CD4|TAP1|RPS19|NPM1|GBP2|IL15|CD1D|TPD52|IRF7|HLA-DOA|CD28|HLA-DMA|CAPG|EIF3D|TLR6|NCF4|NCR1|TLR1|SPI1|ZAP70|FGR|CCND2	COAD
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.020807571	0.043349106	0.352487858	0.350956118	1.422288398	84	HOMER2|ACTN1|PTPN21|CCND3|ITGAV|CDC14B|GPD1L|KRT8|LMAN1|ABCC4|SAT1|SRF|SORD|FADS1|INPP4B|LIFR|UBE2J1|ADAMTS1|AKT1|PGM3|RAB4A|GSR|SPCS3|HPGD|MAP7|IQGAP2|CDK6	COAD
HALLMARK	HALLMARK_ANGIOGENESIS	0.078091106	0.14461316	0.237793834	0.45916991	1.413827624	23	FSTL1|SLCO2A1|COL3A1|APP|PF4|ITGAV|LPL|PDGFA|TIMP1	COAD
HALLMARK	HALLMARK_APICAL_JUNCTION	4.05E-05	0.000202293	0.557332239	0.419000043	1.808531083	127	VWF|MYL9|CADM2|CDH6|CERCAM|TJP1|ICAM5|NRXN2|MYH9|GNAI1|CRAT|ZYX|JAM3|MDK|VCL|ACTB|ACTN1|RHOF|SRC|MAP4K2|CLDN5|ITGB1|TSPAN4|ADAM9|RRAS|YWHAH|ACTG1|CD99|CTNNA1|FBN1|IKBKG|ITGA9|SHC1|ITGA2|INPPL1|GAMT|CLDN15|CAP1|PECAM1|MSN|PARVA|AKT2|ACTN4|PFN1|HADH|PARD6G|SYK|FYB1|LDLRAP1|CD34|PTK2|TUBG1|EXOC4|CTNND1|NECTIN1|RSU1	COAD
HALLMARK	HALLMARK_APICAL_SURFACE	0.017283739	0.039281226	0.352487858	-0.530862571	-1.592612433	25	PLAUR|MAL|IL2RG|SULF2|GATA3	COAD
HALLMARK	HALLMARK_APOPTOSIS	0.01970501	0.042836978	0.352487858	-0.334830256	-1.38443353	138	DDIT3|JUN|IER3|GADD45B|LEF1|FAS|GSTM1|PMAIP1|TIMP2|CD44|CD2|CTH|CDKN1B|BCL2L11|IGF2R|BTG2|ISG20|CD14|PPP2R5B|TAP1|RHOB|IRF1|EGR3|CD38|MCL1|LGALS3|CDC25B|ANXA1|CD69|PPT1|BMF|RARA|CYLD|CCND2|TXNIP|PDCD4|NEFH	COAD
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.651327434	0.723697148	0.059860312	-0.244061848	-0.903154968	68	KLF1|ABCA1|ABCD2|LCK|NR3C2|ALDH1A1|BCAR3|HSD17B11|SLC22A18|CYP27A1|PEX16|AQP9	COAD
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.393592677	0.478624158	0.100279107	0.269946833	1.025675971	63	DHCR7|CLU|GNAI1|SREBF2|STARD4|FADS2|CD9|ACTG1|LPL|SC5D|LGMN|PDK3	COAD
HALLMARK	HALLMARK_COAGULATION	0.000245064	0.000875229	0.498493109	0.46706654	1.8468257	78	MMP1|VWF|ITGB3|THBS1|CSRP1|CLU|CASP9|F8|TIMP3|F12|MMP8|SPARC|SERPING1|GP9|CPQ|ADAM9|PLEK|PF4|PROS1|GP1BA|CD9|HPN|WDR1|FBN1|GSN|KLF7|TIMP1|PDGFB|LGMN|ITGA2|MST1|A2M|PECAM1|SIRT2|CAPN2	COAD
HALLMARK	HALLMARK_COMPLEMENT	0.089108911	0.154159395	0.19189224	-0.288765176	-1.217814653	156	PLAUR|TNFAIP3|CXCL1|MAFF|SPOCK2|DPP4|F5|HSPA5|TIMP2|SERPINA1|CEBPB|CTSS|GATA3|TFPI2|FCN1|RASGRP1|PLA2G7|CTSL|LCK|ERAP2|CTSO|RCE1|CTSH	COAD
HALLMARK	HALLMARK_DNA_REPAIR	1	1	0.037380649	-0.143824623	-0.597947959	140	PDE4B|ELL|RPA3|NME3|STX3|MRPL40|ERCC8|RFC3|GTF2B|APRT|NELFE|CLP1|POLD3|SSRP1|CMPK2|ALYREF|IMPDH2|POLE4|POLR2K|POLR2D|ITPA|POLR2J|GTF2A2|BRF2|SF3A3|RPA2|RNMT|HCLS1|SNAPC4|ZWINT|XPC|DUT|AGO4|POLR2C|TMED2|TAF12|EDF1|TARBP2|POLR1C|ERCC3|CDA|TAF9	COAD
HALLMARK	HALLMARK_E2F_TARGETS	0.185365854	0.272596844	0.127505315	-0.26153098	-1.129092705	183	CDKN2A|CDKN1B|MYC|MAD2L1|RPA3|POP7|UBE2S|PA2G4|TFRC|EXOSC8|BIRC5|CKS2|GSPT1|HMGA1|MYBL2|CDC25B|RFC3|DCK|KIF22|POLD3|DDX39A|SSRP1|PLK1|HMGB2|RANBP1|HNRNPD|POLE4|RAN|CDC20|NOP56|NASP|CCNE1|ZW10|RPA2|DCTPP1|CDK4|CDCA8|AK2|EIF2S1|NBN|NOLC1|KPNA2|PNN|DUT|TBRG4|ESPL1|LYAR|CCNB2|SRSF1|PRDX4|PAN2|ANP32E|UNG|STMN1|AURKB|SNRPB|MCM6	COAD
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	1.62E-05	0.000101553	0.575610261	0.438282185	1.863632857	113	APLP1|IGFBP2|COL6A3|MMP1|LOX|FSTL1|ENO2|QSOX1|MYL9|ADAM12|TPM2|COL4A2|ITGB3|CDH6|COL5A1|LAMC1|THBS1|FLNA|MEST|COL3A1|ITGB5|CALD1|SDC4|NID2|TPM4|TIMP3|CALU|PLOD1|SPARC|TPM1|SNTB1|ECM1|COL1A1|ITGB1|FERMT2|TGFB1|ITGAV|P3H1|VEGFC|FBN1|WIPF1|FGF2|TIMP1|ITGA2|COL1A2|COPA|SAT1|SERPINE2	COAD
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.179831933	0.272472625	0.132147261	-0.280501631	-1.156545877	132	AREG|FOS|PMAIP1|TOB1|BHLHE40|FCMR|CHPT1|CD44|REEP1|BCL11B|KLF10|AQP3|RASGRP1|LRIG1|FAM102A|MYC|NXT1|SLC2A1|BLVRB	COAD
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.402044293	0.478624158	0.082205492	-0.249228508	-1.022114102	128	AREG|FOS|DUSP2|ZFP36|CDH1|TOB1|CHPT1|SERPINA1|CD44|TFPI2|FAM102A|NXT1|BLVRB|ISG20|TJP3|DCXR|LARGE1|BCL2|XBP1|EGR3|ID2|FKBP4|GALE|BAG1|PDCD4	COAD
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.903389831	0.941031073	0.042759143	-0.196397017	-0.80409324	125	G0S2|CA4|ACOT2|S100A10|D2HGDH|ALDH1A1|HSD17B11|ECI2|CD1D|HSD17B7|OSTC|GSTZ1|SUCLG2|NSDHL|ACAA1|ACAT2|SDHD|CPOX|HCCS|GABARAPL1|IDI1|IDH3B|MAOA|FH|DLD|APEX1|MDH1|LDHA|PSME1|HSD17B10|GCDH	COAD
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.040236865	0.080473729	0.321775918	-0.305857048	-1.324391733	184	BCL3|MARCKS|SLC38A1|TFDP1|CDKN1B|CENPF|MYC|MAD2L1|SAP30|UBE2S|DBF4|BIRC5|E2F2|CKS2|GSPT1|HMGA1|MYBL2|CCNA2|ATF5|CDC25B|HSPA8|KIF22|CCNT1|DDX39A|PLK1|TLE3|HNRNPD|NDC80|YTHDC1|TRAIP|NEK2|CUL4A|CCNF|CDC20|NASP|HMGN2|PRPF4B|CBX1|SNRPD1|BUB3|FOXN3|RPA2|KMT5A|CDK4|NCL|PRMT5|MAP3K20|SMAD3|PML|INCENP|DTYMK|E2F1|NOLC1|KPNA2|ESPL1|SFPQ|CCNB2|SLC7A5|SRSF1|FBXO5|DKC1|E2F4	COAD
HALLMARK	HALLMARK_GLYCOLYSIS	0.100166945	0.161121103	0.181383128	-0.292458352	-1.215889675	140	DPYSL4|CXCR4|IER3|DDIT4|VEGFA|ALDOB|VCAN|MXI1|HSPA5|DSC2|IL13RA1|CD44|ERO1A|TGFBI|CTH|GCLC|SAP30|RRAGD|ISG20|FAM162A|NT5E|HK2|GOT1|PC|HAX1	COAD
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.274952919	0.36814835	0.110564716	-0.403351075	-1.169551062	22	ACHE|VEGFA|NRP2	COAD
HALLMARK	HALLMARK_HEME_METABOLISM	8.40E-05	0.000323263	0.538434096	-0.410403624	-1.771204907	176	ALAS2|RAP1GAP|SLC6A8|EPB42|AHSP|HBB|SELENBP1|CA1|KLF1|SLC22A4|SLC6A9|SPTA1|GYPC|MXI1|HMBS|SLC25A37|PRDX2|SLC4A1|ABCG2|HBD|AQP3|BPGM|MYL4|RAD23A|CLIC2|MFHAS1|GCLC|FECH|SLC2A1|GLRX5|BTG2|BLVRB|RANBP10|SLC25A38|GYPA|TFRC|CIR1|PPP2R5B|HAGH|E2F2|PPOX|MOSPD1|KEL|PC	COAD
HALLMARK	HALLMARK_HYPOXIA	5.01E-08	6.26E-07	0.719512826	-0.511154196	-2.116267615	137	DPYSL4|PLAUR|DDIT3|CXCR4|JUN|IER3|TNFAIP3|ADM|FOS|ZFP36|DUSP1|DDIT4|VEGFA|ALDOB|NFIL3|MAFF|SELENBP1|PNRC1|MXI1|HSPA5|JMJD6|BHLHE40|FOSL2|ERO1A|TGFBI|GCNT2|GAA|BTG1|CDKN1B|SLC2A1|KLF6|SAP30|ETS1|RRAGD|ISG20|PPP1R15A|FAM162A|LARGE1|ILVBL|BCL2|TPD52|HK2|CCNG2	COAD
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	2.20E-08	5.49E-07	0.733761988	-0.628667635	-2.517890528	137	CXCL8|OSM|PLAUR|ICAM1|ADM|FFAR2|RGS1|C5AR1|TNFRSF1B|NFKBIA|FPR1|CSF3R|CXCL10|SELL|PDE4B|GPR183|IL7R|IFITM1|CD14|ABCA1|PTAFR|PROK2|CCR7|CD69|EREG|MXD1|CSF1|SLAMF1|RIPK2|NAMPT|IFNGR2|BEST1|CD55|KIF1B|ACVR1B|SLC31A1|AQP9|CYBB|DCBLD2|SCARF1|CDKN1A|TNFSF10|ACVR2A|ATP2B1|NMI|CD82|CCRL2|SCN1B|P2RX4|TAPBP|TLR2|SPHK1|HIF1A|NLRP3|HPN|C3AR1|TNFAIP6|LTA|TIMP1|SLC7A1|MSR1|PTGIR|LY6E|KLF6|KCNA3|SELENOS|IL10RA|LDLR|ATP2C1|IFNAR1	BRCA
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	6.64E-08	8.30E-07	0.704975715	-0.655833254	-2.341827789	67	CXCL1|IL1R2|CSF3R|JUN|TNFRSF1B|SOCS3|FAS|CSF2RB|IL2RG|CCR1|IL13RA1|TLR2|IL4R|CD44|IFNGR2|CD14|IL10RB|TNFRSF1A|IFNAR1|CSF1|LTB|ITGA4|CSF2RA|LTBR|IL15RA|PIK3R5	LIHC
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	2.08E-07	2.08E-06	0.690132459	-0.575114354	-2.12724471	89	IFITM1|SELL|CCRL2|ISG15|ISG20|RIPK2|CD74|OASL|CMPK2|IL15|GBP2|RSAD2|TAP1|SP110|IL4R|LPAR6|IFIT2|LY6E|IFIT3|NUB1|MX1|TXNIP|UBE2L6|CXCL10|CSF1|IRF1|IFI35|NMI|PARP9|HELZ2|DHX58|EPSTI1|BST2|SAMD9L|PSME2|SLC25A28|IL7|IFITM2|PLSCR1|PSME1|IFIH1|TRIM26|PSMB9|GBP4|LAP3|MVB12A|CASP1|IRF7|BATF2|OAS1|RNF31|STAT2	READ
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	1.74E-07	2.17E-06	0.690132459	-0.497056876	-2.03969498	180	ICAM1|PTGS2|TNFAIP3|NFKBIA|FPR1|CXCL10|TNFAIP6|FAS|FCGR1A|SOCS3|CSF2RB|PDE4B|NAMPT|SECTM1|PELI1|FGL2|RSAD2|XAF1|ISG15|CD274|RIPK2|HLA-G|BPGM|CMPK2|CDKN1A|IL4R|OASL|TAPBP|ARID5B|CASP3|IFIT2|IFITM2|IFIT3|TAP1|BTG1|EIF4E3|IFITM3|ST3GAL5|IRF7|PNP|CD74|HIF1A|UBE2L6|CD86|NMI|JAK2|BATF2|TNFAIP2|PNPT1|ISG20	PRAD
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	3.20E-07	2.29E-06	0.67496286	-0.616736793	-2.17868737	67	TNFRSF1B|CSF3R|CXCL1|FAS|CSF1|IL2RG|CXCL10|IL13RA1|CD44|CSF2RA|IL1R2|LTBR|CCR1|CSF2RB|IFNGR2|ITGA4|SOCS3|CD14|TLR2|TNFRSF1A|IFNAR1|IL4R|LTB|IRF1|CD38|IFNGR1|JUN|IL1R1|IL3RA|IL10RB|IL1B|IL12RB1|PIK3R5	DLBC
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.001098041	0.003431379	0.455059867	0.462599555	1.751043667	62	IGFBP2|KCNMB1|CELSR2|RYR2|CACNA1F|SNN|MAGIX|IDUA|TGFB2|PTPRJ|GP1BA|CCDC106|SLC16A7|EGF|YPEL1|GAMT|SIDT1|MFSD6|THRB|SPHK2|PDK2	COAD
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	6.02E-05	0.000273462	0.557332239	-0.436093256	-1.788974262	129	G0S2|PLAU|PLAUR|CXCR4|PTGS2|TNFAIP3|TNFRSF1B|ADAM8|IL7R|IL2RG|PLEK2|GYPC|TRIB1|ERO1A|CTSS|BPGM|ITGB2|RELN|CSF2RA|LAT2|CXCL10|ETS1|PPP1R15A|TRAF1|TLR8|CBX8|IL10RA|CDADC1|KCNN4	COAD
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.279792746	0.36814835	0.131457612	0.230141135	1.047063606	195	SORBS2|FLNA|MYH9|VCL|KIF3C|RHOF|CTTN|SPTBN1|CLIP2|GSN|DYNLL2|HDAC6|CAPZB|CNTROB|MAPRE1|NIN|NCK2|CLIP1|BCR|ACTN4|ARHGEF12|ARHGAP29|RABGAP1|KLC1|DST|CLASP1|TLK1|ALS2|PKD2|TRIO|MYO1E|CDC42BPA|YWHAE|ITSN1|FARP1|RAB3GAP1|CKAP5|RASAL2|KNTC1|MARK4|BUB1|TPX2|CDC27|HOOK3|CENPJ|PDLIM5|TAOK2|FGD4|SYNPO|DLG1|KATNB1|WASF1|TUBGCP5|ARHGAP5|TUBA4A|KIF5B|CEP192|BCAR1|CYTH2|RHOT2|STAU1|PCGF5|WASF2|ARHGEF7|ABI1|LLGL1|TUBGCP3|WASL|EPB41L2	COAD
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.315447154	0.404419429	0.093145458	-0.24620619	-1.062931863	183	DDIT3|CXCR4|DDIT4|NFIL3|HSPA5|HMBS|BHLHE40|FGL2|TM7SF2|ERO1A|CFP|CTH|ITGB2|SLC1A5|NAMPT|TOMM40|GCLC|SLC2A1|BTG2|PPP1R15A|TFRC|PPA1|HK2|GOT1|TRIB3|PNO1|XBP1|SYTL2	COAD
HALLMARK	HALLMARK_MYC_TARGETS_V1	1.42E-05	0.000101553	0.593325476	-0.422975274	-1.833994014	187	RPL34|RPS6|TFDP1|RPL22|RPL6|EEF1B2|RPS5|RPL18|RPS3|MYC|MAD2L1|FBL|RPS2|RACK1|NOP16|SNRPA|CNBP|RPL14|PA2G4|SRSF7|RPLP0|SNRPB2|SNRPD2|HDDC2|NPM1|C1QBP|GSPT1|SSBP1|PABPC4|RSL1D1|HNRNPA1|CCNA2|EIF3D|PRPF31|PHB2|MRPL9|MRPL23|NHP2|RANBP1|CBX3|PWP1|SNRPA1|HSP90AB1|HNRNPD|IMPDH2|DDX21|ETF1|TUFM|SSB|RAN|GLO1|ABCE1|APEX1|PSMD7|CDC20|EIF3B|ILF2|NOP56|PSMB3|LDHA|LSM7|SNRPD1|BUB3|HSPD1|CDK4|XPOT|CYC1|DDX18|ERH|EIF2S1|PSMD8|NOLC1|VDAC3|KPNA2|DUT|NDUFAB1|TOMM70|SRSF1|PRDX4|CCT7|RRP9|MRPS18B|MCM6|VDAC1|SNRPG|PSMA4|RNPS1|PSMD3	COAD
HALLMARK	HALLMARK_MYC_TARGETS_V2	7.85E-05	0.000323263	0.538434096	-0.563789042	-1.99939157	53	DUSP2|MYC|NDUFAF4|NOP16|PA2G4|SLC19A1|NPM1|RABEPK|PUS1|MRTO4|HK2|WDR74|NOC4L|PLK1|NOP2|CBX3|PES1|IMP4|LAS1L|NOP56|HSPD1|DCTPP1|CDK4|EXOSC5|DDX18|PPRC1|MYBBP1A|NOLC1|TCOF1|TBRG4|SUPV3L1|GRWD1|NIP7|MPHOSPH10|UNG|RRP9	COAD
HALLMARK	HALLMARK_MYOGENESIS	3.29E-05	0.000182611	0.557332239	0.438206649	1.875324839	119	COL6A3|ADAM12|TPM2|COL4A2|MYOM2|CLU|COL3A1|PTGIS|ITGB5|MYH9|CRAT|MYO1C|PFKM|PDLIM7|SPARC|MAPK12|FKBP1B|APP|PKIA|COL1A1|ATP6AP1|ITGB1|GNAO1|NAV2|TNNC2|TNNT1|FLII|FHL1|TGFB1|APLNR|PTP4A3|KIFC3|GSN|HDAC5|SMTN|PSEN2|TEAD4|FGF2|SVIL|SPHK1|MYL6B|MYOM1|LAMA2|IGFBP7|SIRT2|TNNT3|AKT2|DMD|TPM3|MEF2C|MYLK|COL15A1	COAD
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.213084112	0.304405874	0.127505315	-0.398217696	-1.198161814	26	DLL1|MAML2|SAP30|NOTCH1|LFNG|FZD5	COAD
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.7936	0.862608696	0.046045768	-0.202428376	-0.873632962	176	POR|TCIRG1|TIMM10|MRPS30|NDUFA9|OXA1L|GRPEL1|MRPS15|COX7C|SLC25A6|PHB2|LDHB|UQCRB|MRPL11|NDUFS3|ACAA1|ATP6V0B|NDUFB5|TOMM22|SDHD|COX6C|HCCS|HADHA|MRPL35|OAT|CYB5A|TIMM50|TIMM13|IDH3B|COX5B|FH|MRPS22|DLD|PDP1|NDUFV1|FDX1|UQCRQ|NDUFB2|UQCRC1|PMPCA|MRPS11|MDH1|LDHA|ABCB7|HSD17B10|TIMM9|CYC1|NDUFS6|NDUFB1|VDAC3|NDUFS8|NDUFAB1|SUPV3L1|TOMM70|MRPL34|COX4I1|COX15|ACADSB|SDHB|COX7B|UQCRFS1	COAD
HALLMARK	HALLMARK_P53_PATHWAY	0.000705499	0.002351663	0.477270815	-0.38649166	-1.643141432	164	DDIT3|JUN|IER3|FOS|PLK3|DDIT4|FAS|TOB1|CTSF|TCN2|CDKN2A|RPS12|ZFP36L1|BTG1|TM4SF1|GM2A|MKNK2|RPL18|S100A10|HINT1|RPL36|EPS8L2|NINJ1|BTG2|RACK1|PPP1R15A|NOTCH1|SERTAD3|DCXR|FAM162A|TAP1|IER5|TRIB3|MXD1|TSPYL2|CDK5R1|FOXO3|LDHB|CD81|CCNK|DGKA|CCND2|TXNIP|RALGDS	COAD
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.818691589	0.870948499	0.051740546	-0.292066449	-0.740203115	13	DPP4|SRPRB|ELP4|FOXO1	COAD
HALLMARK	HALLMARK_PEROXISOME	0.103117506	0.161121103	0.216542837	0.310244011	1.236442088	80	CEL|DLG4|CRAT|CLN6|YWHAH|ABCD1|RDH11|ACOX1|NUDT19|SLC23A2|STS|SOD2|ACSL4|FADS1|ALDH9A1|ACOT8|PEX13|HSD17B4|SCP2|PRDX5|PABPC1|SOD1|HMGCL|EPHX2|IDH2|ISOC1|PEX11B|GSTK1|DHCR24	COAD
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.269814503	0.36814835	0.104732822	-0.282340796	-1.099253742	91	DDIT3|CXCR4|CAMK4|IL2RG|THEM4|CDKN1B|LCK|MKNK2|SLC2A1	COAD
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.002839873	0.00747335	0.431707696	0.394213185	1.609609513	88	SNAP23|PAM|CLCN3|ARF1|GNAS|AP2M1|LMAN1|ADAM10|TMX1|ARFGEF2|NAPA|OCRL|LAMP2|AP2S1|GLA|M6PR|AP2B1|DST|CD63|SEC22B|BNIP3|DNM1L|CLTC|MAPK1|VAMP7|KRT18|RER1|VAMP3|NAPG|YIPF6|SOD1|SCAMP1|VAMP4|RAB14|COPB2|TOM1L1|AP1G1|CAV2	COAD
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.372727273	0.465909091	0.103197467	0.29155366	1.044420415	47	PDLIM1|G6PD|CDKN2D|PTPA|ATOX1|PRDX6|MSRA|SOD2|PFKP|ABCC1|GCLM|PRNP|GPX4|MBP|GSR|FTL|SOD1|MPO	COAD
HALLMARK	HALLMARK_SPERMATOGENESIS	0.96460177	0.98428752	0.041739703	-0.191927042	-0.710229242	68	CAMK4|SHE|ARL4A|DBF4|NEFH|SPATA6|PEBP1|NEK2|PSMG1|ZPBP|STRBP|PHKG2|PCSK1N|HSPA1L|VDAC3|CCNB2|COIL|CLPB|RAD17|CDK1|TLE4|SIRT1	COAD
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.522123894	0.607120807	0.070619625	-0.279098215	-0.965039332	49	CDH1|JUNB|KLF10|TGIF1|TGFBR1|IFNGR2|PPP1R15A|BCAR3	COAD
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	7.00E-30	3.50E-28	1.417275903	-0.705855876	-3.002656784	163	G0S2|FOSB|ICAM1|PLAU|AREG|PLAUR|JUN|PTGS2|IER3|GADD45B|TNFAIP3|NFKBIA|FOS|BCL3|ZC3H12A|DUSP2|ZFP36|DUSP1|PER1|CD83|CXCL1|VEGFA|TUBB2A|NFIL3|MAFF|IL7R|GPR183|PDE4B|DUSP4|ABCA1|PNRC1|LAMB3|EGR1|JUNB|TNFAIP6|MARCKS|CCNL1|TRIB1|BHLHE40|BCL2A1|CEBPB|NR4A2|CD44|IER2|FOSL2|TLR2|SLC16A6|KLF10|SOCS3|TGIF1|BTG1|PTGER4|NAMPT|IFNGR2|NR4A1|MYC|RIPK2|NFKBIE|KLF2|RELB|KLF6|CXCL10|NINJ1|BTG2|SLC2A6|PPP1R15A|TRAF1|TNFAIP2|LITAF|ATP2B1|ZBTB10|CSF1|TAP1|BCL6|REL|IER5|RHOB|SERPINB8|IRF1|EGR3|MXD1|MCL1|ID2|PFKFB3|KYNU|CD69	COAD
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.015863618	0.037770518	0.352487858	-0.369574496	-1.458960823	99	DDIT4|VEGFA|TUBB2A|HSPA5|CEBPB|ERO1A|DNAJB9|NABP1|RPS14|HERPUD1|DNAJA4|NPM1|YIF1A|EEF2|BAG3|XBP1|EXOSC2|SRPRB|TSPYL2|HSP90B1|NHP2|EXOSC9|EIF4EBP1|NFYA|EIF2AK3|PSAT1|ALDH18A1|NOP56|XPOT|EXOSC5|EIF2S1|ZBTB17|FUS|NOLC1|POP4|EIF4A3|SLC7A5|GEMIN4|DKC1|ARFGAP1|EXOC2|NFYB|RRP9|PAIP1	COAD
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.002604707	0.007235298	0.431707696	0.366804333	1.559699733	113	LPAR1|MAP1B|MGLL|ITGB3|LAMC1|TJP1|COL3A1|PRKAR2B|GRK5|PTPN21|COL1A1|IGFBP5|LTBP1|ADORA2B|GCNT1|KALRN|PLPP3|COL1A2|CELF2|MAGI2|INPP4B|ARHGEF9|PPARG|IGF1R|SLC7A1|PRKCA|ABCC1|ATP2C1|DLC1|PLCB4|NFIB|NEK7|ID1|CDC42BPA|FYN	COAD
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.005142022	0.012855054	0.407017919	-0.3748138	-1.524061051	122	FOSB|ICAM1|NFKBIA|FOS|SLC6A8|JUNB|GRINA|KCNH2|AQP3|RASGRP1|DNAJB1|BTG1|NR4A1|BCL2L11|PLCL1|BTG2|TFRC|TAP1|CDC34|GRPEL1|EIF2S3|MGAT1|RHOB|POLG2|IRF1|SIGMAR1|DGAT1|NXF1|PPT1|FKBP4|TGFBRAP1|MRPL23|ACAA1	COAD
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.092495637	0.154159395	0.193813303	-0.416293984	-1.358900088	34	LEF1|DLL1|TCF7|AXIN2|MYC|NOTCH1	COAD
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.542168675	0.616100767	0.08479851	0.222090933	0.959754564	128	GCKR|SPINT2|ACP2|ATP2A2|PAPSS2|EPHA2|COMT|TGFB2|PROS1|MAN1A1|SLC6A6|SMOX|ABCC3|PGRMC1|PTGR1|FAH|ACOX1|CA2|ATOH8|TMBIM6|SLC35D1|ARPP19|TKFC|ALDH9A1|BCAT1|PGD|GSTO1|EPHX1|CD36	COAD
HALLMARK	HALLMARK_ADIPOGENESIS	0.86779661	0.939259555	0.044596162	-0.205314234	-0.843106683	172	ORM1|ABCA1|TOB1|DNAJB9|C3|ARL4A|PIM3|POR|SLC19A1|PPP1R15B|SLC5A6|SLC1A5|CMBL|PEMT|SLC27A1|JAGN1|IFNGR1|DGAT1|TKT|SORBS1|CYC1|PFKFB3|MGST3|ALDH2|DRAM2|ABCB8|APLP2	DLBC
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	3.53E-11	4.41E-10	0.851339057	-0.559665745	-2.273814599	157	ICAM1|ACHE|CD8B|TRAT1|CD3E|FAS|CD3D|CSF1|BCL3|IL2RG|CTSS|CD7|CD86|NLRP3|CFP|CD3G|HLA-DMB|CD8A|IGSF6|CD4|ITGB2|CD2|CCR1|IFNGR2|HLA-DRA|IRF7|ITK|GPR65|PTPRC|TLR2|LCK|RPL9|KRT1|CCR2|UBE2D1|LY86|HLA-DOA|CD247|IL4R|CD74|RPL39|LTB|RPS3A|RIPK2|CRTAM|DYRK3|IL15|FGR|HLA-DMA|GBP2|SPI1|IFNGR1|RPS9|TLR1|TLR6|CCR5|MMP9|APBB1|IL1B|MRPL3|RPS19|IL12RB1|TAP1|LCP2|DEGS1|IRF4|SOCS5|EREG|CCND2	DLBC
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.920145191	0.942885988	0.045044277	-0.206272412	-0.76253061	82	DNAJB9|ARID5B|STEAP4|SGK1|MERTK|SLC38A2|MAF|PA2G4|ACSL3|INSIG1|SLC26A2|PIAS1|AKAP12|ZBTB10|LIFR|GNAI3|RRP12|IDI1|ANKH|CCND1|HMGCR|TMEM50A|CENPN|TPD52|RPS6KA3|XRCC6|ABHD2|PDLIM5|TNFAIP8|STK39|VAPA	DLBC
HALLMARK	HALLMARK_ANGIOGENESIS	0.587771203	0.728133655	0.070113216	-0.322331327	-0.902606726	22	VEGFA|VCAN|LRPAP1|FGFR1|JAG1|THBD|S100A4|CCND2	DLBC
HALLMARK	HALLMARK_APICAL_JUNCTION	0.000532591	0.001902109	0.477270815	0.398917776	1.643473001	127	VWF|CERCAM|MYL9|JAM3|CADM2|MYH9|NECTIN1|RHOF|MDK|SYK|ZYX|CRAT|VCL|ACTB|CDH6|ACTG1|ACTN1|ITGB1|CLDN5|TJP1|YWHAH|AKT2|ADAM9|IKBKG|SHC1|RRAS|MAP4K2|TUBG1|ACTN4|SRC|TSPAN4|LDLRAP1|MSN|PFN1|ICAM5|IRS1|ITGB4|GAMT|FBN1|GNAI1|JUP|EVL|SYMPK|INPPL1|FLNC|CTNNA1|CLDN15|ITGA9|CD99|HADH	DLBC
HALLMARK	HALLMARK_APICAL_SURFACE	0.013234697	0.033086743	0.380730401	-0.558891159	-1.61275306	25	PLAUR|MAL|IL2RG|GATA3|SULF2|TMEM8B	DLBC
HALLMARK	HALLMARK_APOPTOSIS	0.02298653	0.054729834	0.352487858	-0.351830524	-1.410014144	140	IER3|LEF1|GADD45B|FAS|DDIT3|CD44|TNFSF10|NEFH|CD2|PPT1|PMAIP1|RHOB|IGF2R|CD14|AIFM3|CDKN1B|BCL2L11|BTG2|LGALS3|CTH|BNIP3L|IRF1|CAV1|CD38|IFNGR1|PAK1|JUN|CASP1|ANXA1|RARA|TXNIP|CD69|CASP3|IL1B|TAP1|PDCD4|TGFBR3|BTG3|EREG|GCH1|CCND2	DLBC
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.703499079	0.799430772	0.058098358	-0.245264939	-0.871498325	68	CYP27A1|ABCA1|AQP9|NR3C2|ABCD2|LCK|KLF1|SLC22A18|HSD17B11|ALDH1A1|RXRA	DLBC
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.623404255	0.742147923	0.070960946	0.247971792	0.913346314	63	DHCR7|CLU|FASN|ACTG1|LSS|FABP5|CD9|SREBF2|MVK|STARD4|TRIB3|PPARG|PCYT2|FADS2|GNAI1|PMVK|FDPS|GSTM2|CXCL16|GUSB|PDK3|ANXA5|ECH1|ALDOC|HSD17B7|ALCAM|MVD	DLBC
HALLMARK	HALLMARK_COAGULATION	0.064935065	0.125803746	0.261663522	0.344335465	1.305152991	75	MMP8|VWF|ITGB3|CLU|MMP1|TIMP3|GSN|CSRP1|THBS1|CASP9|SERPING1|F12|SPARC|PROS1|F8|ADAM9|GP1BA|CD9|PF4|USP11|PLEK|WDR1|HPN|GP9|TIMP1|KLF7|FBN1|FN1|HTRA1|PDGFB|PEF1	DLBC
HALLMARK	HALLMARK_COMPLEMENT	0.003510318	0.010969743	0.431707696	-0.373327953	-1.511993558	155	PLAUR|SERPINA1|CXCL1|MAFF|TNFAIP3|DPP4|FCN1|TFPI2|F5|C3|CEBPB|CTSS|SPOCK2|CTSL|PLA2G7|GATA3|HSPA5|IRF7|C1QA|CR2|ERAP2|LCK|CTSB|LGALS3|CTSO|IRF1|DUSP5|CPM|LRP1|KYNU|USP15|CD55|CASP1	DLBC
HALLMARK	HALLMARK_DNA_REPAIR	0.091549296	0.15258216	0.227987203	0.287900718	1.205329913	140	TYMS|SNAPC4|RAD51|NME4|UMPS|RFC3|POLR1C|POLR2E|TAF10|POLR2G|BCAP31|SAC3D1|DUT|USP11|NELFB|RFC5|POLA2|ADCY6|LIG1|ALYREF|POLH|TP53|COX17|AAAS|POLR2D|TAF6|SSRP1|SEC61A1|SMAD5|NELFCD|POLR2A|DGUOK|CETN2|RFC4|ELOA|DDB1|DGCR8|RPA3|FEN1|ERCC1|POLR2H|AK3|RAD52|PRIM1|POLD4|PCNA|MPG|POLD1|ITPA|DDB2	DLBC
HALLMARK	HALLMARK_E2F_TARGETS	3.31E-09	3.31E-08	0.77493903	0.477803403	2.083804267	184	TK1|PLK1|KIF18B|KIF2C|TCF19|SPAG5|CCNB2|ASF1B|BIRC5|MCM3|DSCC1|POLE|CDCA8|PLK4|DCTPP1|RFC3|CCNE1|HMGB3|TUBB|TOP2A|CHEK1|CDK1|MKI67|DUT|BUB1B|TUBG1|NAA38|RACGAP1|NUP205|LMNB1|RAD1|TRIP13|PAN2|PTTG1|POLA2|NCAPD2|SPC24|LIG1|HELLS|WEE1|TP53|CTPS1|AURKB|CIT|TBRG4|KIF4A|SHMT1|PRKDC|KIF22|MCM4|SSRP1|ILF3|NAP1L1|PMS2|SUV39H1|SRSF1|RBBP7|BRMS1L|RPA1|CENPM|MSH2|CBX5|CHEK2|JPT1|CDKN2C|UBR7|RPA3	DLBC
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.012807154	0.033086743	0.380730401	0.354111072	1.426968846	112	COL6A3|FSTL1|IGFBP2|LOX|ENO2|COL5A1|MYL9|ITGB3|SDC4|FLNA|COL4A2|MMP1|ECM1|TIMP3|QSOX1|SNTB1|ITGB5|CALU|THBS1|PLOD1|BGN|SPARC|TPM4|ADAM12|TPM2|WIPF1|CDH6|NID2|CALD1|FERMT2|ITGB1|COL1A1|TPM1|MEST	DLBC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.075601375	0.130347198	0.213927855	-0.321101107	-1.276018813	131	AREG|FOS|TOB1|CHPT1|REEP1|CD44|KLF10|RETREG1|SNX24|AQP3|BHLHE40|SLC2A1|PMAIP1|FCMR|BCL11B|LRIG1|PRSS23|BLVRB|KLF4|TJP3|BCL2|TIAM1|FLNB|MYC|FAM102A|MYBL1|RARA|RASGRP1|SLC7A5|GAB2|FHL2|XBP1|SLC16A1	DLBC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.069803449	0.125803746	0.287805131	0.304983844	1.258591326	129	DHCR7|GINS2|CELSR2|KIF20A|PPIF|IMPA2|CDC6|SLC24A3|LTF|DLG5|FKBP5|PAPSS2|MDK|PRKAR2B|PLK4|UNC13B|SLC2A8|ABCA3|HOMER2|TOP2A|MEST|FABP5|FOXC1|CD9	DLBC
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.882903981	0.939259555	0.058718588	0.201917299	0.830457054	124	ENO2|MGLL|CRAT|FASN|ALDOA|LTC4S|CEL|CPT1A|ACADVL|YWHAH|PCBD1|GPD2|ACOX1|PRDX6|ME1|ALDH9A1|ECI1|ODC1|ADIPOR2|NCAPH2|MDH2|PDHA1|HADH|HSD17B4|NTHL1|RDH11|ACSL4|PTPRG|CA2|GCDH|ECH1|HSD17B7|CD36|HMGCL|SUCLA2|GSTZ1|ACOT8|PPARA|MLYCD|UROD|SDHC|ACOT2|ACSL5|EPHX1	DLBC
HALLMARK	HALLMARK_G2M_CHECKPOINT	8.18E-06	4.09E-05	0.593325476	0.403611721	1.757577758	185	GINS2|PLK1|CCNA2|KIF2C|CCNB2|CDC6|TNPO2|BIRC5|MCM3|POLE|PLK4|CCNF|NEK2|TROAP|FBXO5|HMGB3|TPX2|TOP2A|CHEK1|CDK1|INCENP|MKI67|RACGAP1|LMNB1|BUB1|TGFB1|UPF1|PTTG1|POLA2|PRC1|EGF|CHMP1A|NSD2|ODC1|AURKB|KIF4A|RBM14|LIG3|DMD|KIF23|TRAIP|CDC45|ABL1|NDC80|KIF22|ILF3|SUV39H1|KIF11|NCL|SRSF1	DLBC
HALLMARK	HALLMARK_GLYCOLYSIS	0.066086957	0.125803746	0.23112671	-0.316258425	-1.268865254	141	IER3|VEGFA|CXCR4|DSC2|DPYSL4|DDIT4|VCAN|MXI1|TGFBI|ERO1A|IL13RA1|CD44|ALDOB|NT5E|HSPA5|HOMER1|GCLC	DLBC
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.171597633	0.259996414	0.1482615	-0.45279569	-1.267938921	22	VEGFA|ACHE|HEY1|NRP2	DLBC
HALLMARK	HALLMARK_HEME_METABOLISM	7.85E-08	6.54E-07	0.704975715	-0.489388317	-2.009890619	176	RAP1GAP|ALAS2|SLC22A4|ABCG2|HBB|C3|SELENBP1|MXI1|SLC6A8|GYPC|SLC25A37|BPGM|SLC6A9|AHSP|SLC4A1|GYPA|EPB42|MOSPD1|FECH|CLIC2|AQP3|SLC2A1|CA1|HBD|GLRX5|GCLC|PRDX2|KLF1|CTSB|BTG2|GYPB|BLVRB|TSPAN5|TFRC|ACP5|SIDT2|KEL|HAGH|BNIP3L|DCUN1D1|OSBP2|RANBP10|FOXO3|CIR1|USP15|TRIM10|RNF123|RAD23A|FBXO34|MGST3|SLC25A38|BLVRA|NARF|SLC30A1|EPB41|NUDT4|PC|PPP2R5B|RHAG|HMBS|RBM38|MARK3	DLBC
HALLMARK	HALLMARK_HYPOXIA	3.19E-06	1.77E-05	0.62725674	-0.484221615	-1.938640266	139	PLAUR|FOS|IER3|ADM|DUSP1|VEGFA|CXCR4|DPYSL4|MAFF|TNFAIP3|DDIT4|ZFP36|GAA|DDIT3|SELENBP1|MXI1|NFIL3|PNRC1|TGFBI|ERO1A|FOSL2|ALDOB|JMJD6|PPP1R15A|HSPA5|BHLHE40|SLC2A1|CDKN1B|GCNT2|KLF6|BCL2|BNIP3L|CAV1|RRAGD|JUN|RORA|FOXO3|NEDD4L|TKTL1|GLRX|P4HA1|PFKFB3|BTG1|S100A4|PYGM	DLBC
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	3.42E-07	3.42E-06	0.67496286	-0.488518168	-1.940831112	179	ICAM1|TNFAIP3|NFKBIA|PTGS2|FPR1|FAS|SOCS3|SECTM1|PDE4B|ISG15|FGL2|FCGR1A|CD74|HLA-DRB1|RSAD2|ITGB7|CMPK2|CSF2RB|ARID5B|RIPK2|IL15|XAF1|PELI1|CD86|LY6E|IRF7|HLA-DMA|IL10RA|OASL|TAP1|BTG1|SP110|CXCL10|ISG20|CASP3|NAMPT|BST2|IL4R|MX1|NMI|CDKN1A|BPGM|PTPN2|TNFAIP2	SKCM
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	5.12E-07	4.26E-06	0.659444398	-0.63301914	-2.161120962	67	JUN|TNFRSF1B|IL1R2|CSF3R|CXCL1|FAS|SOCS3|IL2RG|CXCL10|CSF2RB|IL13RA1|IFNGR2|TLR2|CD14|CD44|CCR1|CSF1|IL4R|ITGA4|LTBR|IL1B|LTB|TNFRSF1A|IRF1|STAT1|IFNGR1|CSF2RA|HAX1|IFNAR1|IL10RB|PIK3R5|PIM1	KIRC
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	2.69E-07	4.49E-06	0.67496286	-0.486132361	-1.946435214	180	ICAM1|PTGS2|TNFAIP6|TNFAIP3|NFKBIA|FAS|FPR1|CMPK2|FGL2|SOCS3|RSAD2|ISG15|CSF2RB|SECTM1|PDE4B|CD74|CDKN1A|IRF7|EIF4E3|FCGR1A|IFITM3|TAP1|NAMPT|CD86|IL15RA|XAF1|EPSTI1|IL15|PELI1|LY6E|OASL|PLA2G4A|HLA-DRB1|SERPING1|IL7|CASP3|TAPBP|HIF1A|RIPK2|IL4R|PNPT1|MX1|CD38|UPP1|HLA-DMA|UBE2L6|IFIT3|IFIT2|B2M|JAK2|IFIT1|GPR18|NMI|IFI44|TNFSF10|BTG1|ARID5B|SP110|PTPN2|APOL6|ST3GAL5|IFITM2|NOD1|ISG20|TOR1B|BST2|CCL5|HLA-B|TRAFD1|EIF2AK2|GBP4|HERC6|IFNAR2	GBM
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	7.01E-07	5.01E-06	0.659444398	-0.519168172	-1.878246641	179	ICAM1|NFKBIA|PTGS2|TNFAIP3|FPR1|FAS|SOCS3|FCGR1A|TNFAIP6|PDE4B|SECTM1|FGL2|CD86|PELI1|CD69|NAMPT|ARID5B|CXCL10|IL4R|BPGM|CD74|RSAD2|EIF4E3|BTG1|ARL4A|CSF2RB|RIPK2|BATF2|ITGB7|ZBP1|TNFAIP2|TAP1|ISG20|UBE2L6|IRF1|ISG15|HLA-DMA|XAF1|SP110|PIM1|UPP1|APOL6|TXNIP|IL15RA	HNSC
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	6.62E-07	6.62E-06	0.659444398	-0.530449113	-1.843727364	181	ICAM1|NFKBIA|TNFAIP3|PTGS2|FPR1|SOCS3|FAS|FCGR1A|NAMPT|CSF2RB|CXCL10|CD86|TNFAIP6|PDE4B|EIF4E3|PELI1|SECTM1|IFITM2|BPGM|FGL2|CMPK2|TAP1|TAPBP|HLA-G|CD74|OASL|RIPK2|APOL6|IFITM3|RSAD2|ARID5B|HLA-B|UBE2L6|XAF1|STAT1|IRF1|ISG15|UPP1|PIM1|SLAMF7|LGALS3BP|BTG1|TNFAIP2|CDKN1A|SP110|PNP|IFIT2|IFIT3|CD274|ST3GAL5|MT2A|ISG20|IL18BP|CASP7|HIF1A|GPR18|IL15RA|IL4R|PTPN1|SOCS1|PLA2G4A|TNFSF10|HLA-DRB1|CASP3|IFNAR2|BATF2|LCP2|CASP4|PTPN2	TGCT
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.034867787	0.072641224	0.321775918	0.376203666	1.385658542	63	IGFBP2|TCL1A|CELSR2|CCDC106|KCNMB1|CACNA1F|ZBTB16|PTPRJ|GP1BA|PDK2|KMT2D|YPEL1|RYR2|MAGIX|SNN|RYR1|STAG3|EGF|MFSD6	DLBC
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	1.11E-06	6.96E-06	0.643551836	-0.511582883	-2.014321205	127	G0S2|PLAUR|PLAU|TNFRSF1B|PTGS2|CXCR4|IL7R|TNFAIP3|ADAM8|PLEK2|TLR8|IL2RG|CTSS|ERO1A|GYPC|CXCL10|BPGM|SLPI|CSF2RA|ITGB2|PPP1R15A|LY96|RELN|ACE|TRIB1|KLF4|C3AR1|PLVAP|KCNN4|TSPAN7|CDADC1|MMP9|GLRX|ID2	DLBC
HALLMARK	HALLMARK_MITOTIC_SPINDLE	7.43E-05	0.000309663	0.538434096	0.382537697	1.679802791	194	SORBS2|PLK1|KIF2C|CCNB2|FLNA|BIRC5|MYH9|GSN|RHOF|GEMIN4|VCL|NEK2|FBXO5|TPX2|KIF3C|TOP2A|CNTROB|CDK1|INCENP|CTTN|SAC3D1|CLIP2|MAPRE1|PLEKHG2|ACTN4|RACGAP1|LMNB1|BUB1|SPTBN1|BCR|PRC1|DYNLL2|CLASP1|KIF4A|KIF23|RHOT2|KNTC1|ABL1|HDAC6|CAPZB|NDC80|KIF22|RABGAP1|KIF11|TRIO|MAP1S|CENPJ|DST|MYO1E|KLC1|CEP250|SPTAN1|WASF1|ARHGEF12|TBCD|CEP72|FARP1|NCK2	DLBC
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.701342282	0.799430772	0.053897903	-0.220559371	-0.913646288	183	CXCR4|DDIT4|FGL2|DDIT3|NFIL3|ERO1A|CFP|NAMPT|ITGB2|PPP1R15A|HSPA5|BHLHE40|SLC2A1|SLC1A5|GCLC|PSPH|BTG2|TFRC|CTH|POLR3G|PNO1|SYTL2|GLRX|SLC7A5|P4HA1|XBP1|HSPD1|ACSL3|UBE2D3|TM7SF2|RRP9|FKBP2|INSIG1|HK2|HSPE1|CACYBP|HMBS|PPA1|DAPP1	DLBC
HALLMARK	HALLMARK_MYC_TARGETS_V1	1	1	0.03769233	-0.145607517	-0.604787542	187	RPL34|RPS6|RPS3|EEF1B2|RPL22|RPL6|RPL14|NOP16|GSPT1|MAD2L1|MYC|SNRPA|TUFM|PA2G4|RACK1|CYC1|TFDP1|C1QBP|HSPD1|RRP9|VDAC3|CBX3|HNRNPD|RPS2|NOP56|APEX1|HSPE1|MRPS18B|SNRPD1|FBL|IMPDH2|CDK4|ABCE1|PABPC4|EIF3J|RAN|RPL18|NPM1|RSL1D1|PRDX4|SNRPD2|CLNS1A|GLO1|HDDC2|EIF3B|MCM6	DLBC
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.430084746	0.581195602	0.090542895	0.281389079	1.008312889	53	PLK1|BYSL|PLK4|MRTO4|DCTPP1|TCOF1|AIMP2|PPRC1|LAS1L|TBRG4|NIP7|MCM4	DLBC
HALLMARK	HALLMARK_MYOGENESIS	0.028666256	0.062317949	0.352487858	0.32761402	1.332329298	114	COL6A3|CLU|COL4A2|MYH9|GSN|PFKM|ITGB5|SMTN|TNNT1|MYO1C|SPARC|ATP6AP1|CRAT|ADAM12|MYL6B|TPM2|FHL1|PDLIM7|ITGB1|KIFC3|APP|COL1A1|HDAC5|AKT2|SVIL|PSEN2|AGRN|TGFB1|RYR1|FKBP1B|FLII|ITGB4|PTP4A3|DMPK|DMD|PKIA|TEAD4|MYL4|FDPS|MYH11|TNNT3|PRNP|TPM3|MYLK|MEF2C	DLBC
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.070450098	0.125803746	0.237793834	-0.483490652	-1.406445715	26	DLL1|LFNG|FZD5|MAML2|NOTCH1|JAG1	DLBC
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.750605327	0.834005919	0.068151344	0.208576387	0.902270917	176	MAOB|MFN2|SLC25A4|CYB5R3|ATP6AP1|GPI|CPT1A|NDUFS2|ACADVL|ETFB|MRPS12|ECI1|NDUFA9|COX17|RHOT2|MDH2|AIFM1|PDHA1|ATP6V0E1|IDH2|NDUFA4|CYCS|OGDH|ATP6V1E1|CS|SLC25A3|SLC25A5|ECH1|ATP6V1F|MTX2|MRPL35|NDUFC1|COX11|PMPCA|SLC25A12|COX8A|SLC25A20|MRPL15|SUCLA2|ALDH6A1|NDUFS1|SDHC|IMMT	DLBC
HALLMARK	HALLMARK_P53_PATHWAY	0.001390297	0.004634324	0.455059867	-0.38900594	-1.584304611	161	FOS|IER3|FAS|DDIT4|PLK3|CTSF|TOB1|DDIT3|TM4SF1|GM2A|NINJ1|MXD1|PPP1R15A|TRAF4|SERTAD3|RPS12|MKNK2|BTG2|NOTCH1|ZFP36L1|S100A10|TCN2|AEN|KLF4|RPL36|TSPYL2|ST14|JUN|FOXO3|RALGDS|CASP1|RXRA|TXNIP|RACK1|ABCC5|BTG1|S100A4|CDKN2B|HINT1|UPP1|TAP1|RNF19B|SLC3A2|EPS8L2|CCND2|BLCAP|CCNK|FUCA1|BAIAP2	DLBC
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.566074951	0.725737116	0.072003314	-0.371161702	-0.912671227	13	DPP4	DLBC
HALLMARK	HALLMARK_PEROXISOME	0.027428018	0.062317949	0.352487858	0.367627428	1.411612828	81	DLG4|SLC25A4|CRAT|CEL|TOP2A|STS|YWHAH|ABCD1|PEX11B|ACOX1|ALDH9A1|NUDT19|CTPS1|SOD2|CLN8|SLC35B2|FDPS|IDH2|HSD17B4|RDH11|PRDX5|SCP2|CLN6|ACSL4|MSH2|ECH1|DHRS3|ERCC1|PABPC1|CTBP1|HMGCL|ACOT8|MLYCD|GNPAT|ISOC1	DLBC
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.597069597	0.728133655	0.06568136	-0.248590415	-0.930504826	91	CXCR4|DDIT3|IL2RG|CAMK4|SLC2A1|TNFRSF1A|LCK|CDKN1B|MKNK2	DLBC
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.465811966	0.612910481	0.086539974	0.254159069	0.996532937	88	ARF1|SNAP23|SCRN1|AP2M1|ARFGEF2|COPB2|CLCN3|OCRL|PAM|BNIP3|ADAM10|NAPA|GNAS|GOSR2|TMX1|DNM1L|DST|AP2S1|CD63|YKT6|LAMP2|ANP32E|COPB1|MAPK1|SCAMP3|CLTC|AP2B1|AP1G1|RER1|VPS45|SEC22B|ATP1A1	DLBC
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.299568966	0.427955665	0.113787262	0.322195295	1.111735544	47	PFKP|MPO|CDKN2D|NDUFS2|G6PD|PTPA|MSRA|PRDX6|ATOX1|PDLIM1|SOD2	DLBC
HALLMARK	HALLMARK_SPERMATOGENESIS	0.383442266	0.532558702	0.098890301	0.27698476	1.033415282	68	KIF2C|CCNB2|SLC2A5|JAM3|POMC|NEK2|GSTM3|GFI1|CDK1|BUB1|NCAPH	DLBC
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.102996255	0.166122991	0.190023305	-0.386701014	-1.306290747	49	CDH1|JUNB|TGIF1|KLF10|LTBP2|PPP1R15A|IFNGR2|TGFBR1|ID3|ID2|FNTA|UBE2D3|SMURF2|CDKN1C	DLBC
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	2.46E-28	1.23E-26	1.380264918	-0.720612934	-2.930781894	162	G0S2|PLAUR|AREG|ICAM1|PLAU|FOS|IER3|FOSB|DUSP1|VEGFA|PTGS2|IL7R|NFKBIA|GADD45B|CXCL1|NR4A2|MAFF|TNFAIP3|ZFP36|ABCA1|GPR183|PER1|CSF1|CEBPB|BCL3|NFIL3|PNRC1|JUNB|FOSL2|CXCL10|TNFAIP6|CD44|NAMPT|IER2|TGIF1|KLF10|CCRL2|CCNL1|IFIT2|SLC2A6|NINJ1|MXD1|PPP1R15A|EGR1|ZC3H12A|DUSP4|PDE4B|PTGER4|IFNGR2|SOCS3|CD83|BHLHE40|RHOB|BCL2A1|TLR2|LITAF|BTG2|TNFAIP2|RIPK2|TRIB1|KLF6|JAG1|KLF4|SGK1|NR4A1|REL|IRF1|DUSP5|ATP2B1|JUN|MYC|NFE2L2|KYNU|SLC16A6|MARCKS|DENND5A|KLF2|ID2|FOSL1|CD69|PFKFB3|IL1B|BTG1|CXCL2|TAP1|RNF19B	DLBC
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.177737882	0.261379238	0.138022242	-0.306811465	-1.166698911	99	VEGFA|DDIT4|DNAJB9|CEBPB|IFIT1|ERO1A|HSPA5|RPS14|BAG3|EIF2AK3|TSPYL2|EXOSC5|SLC7A5|XBP1|EIF4EBP1|RRP9	DLBC
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.924028269	0.942885988	0.043625124	-0.200993637	-0.773259701	110	DUSP1|FBLN5|BHLHE40|CDKN1B|SLC22A18|CAV1|SYNJ2|ATP2B1|MYC|RXRA|FHL2|TGFBR3|INSIG1|APBB2|PTEN|MAP2K5|BDNF|NRP1|DDAH1|KCNMA1|MRPS31	DLBC
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.008105014	0.023838276	0.380730401	-0.379859732	-1.489044325	122	ICAM1|FOS|FOSB|NFKBIA|SLC6A8|JUNB|GRINA|AQP3|PPT1|RHOB|DNAJB1|BCL2L11|BTG2|HSPA2|SIGMAR1|TFRC|EIF2S3|CDC34|NR4A1|IRF1|CREG1|MGAT1|DGAT1|PLCL1|MAOA|RASGRP1|KCNH2|CASP3|BTG1|CXCL2|CDKN2B|TAP1|NXF1|BTG3|SPR|GCH1|PPP1R2|CDKN1C	DLBC
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.011521536	0.032004268	0.380730401	-0.526222787	-1.639798945	34	DLL1|LEF1|TCF7|AXIN2|HEY1|NOTCH1|JAG1|MYC	DLBC
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.112068966	0.175107759	0.173747839	-0.307979649	-1.212995009	126	RAP1GAP|CYP27A1|FAS|CES1|AQP9|HES6|SLC12A4|POR|NINJ1|SLC1A5|ABCD2|TNFRSF1A|GABARAPL1|GCLC|GCNT2|BLVRB|PEMT|IL1R1|KYNU|PINK1|MAOA|ID2|UPP1|DDAH2|ALDH2|ENTPD5|GCH1|CDA	DLBC
HALLMARK	HALLMARK_ADIPOGENESIS	0.061520114	0.119248036	0.321775918	0.305145083	1.267518888	172	FABP4|LIFR|SPARCL1|DHCR7|LAMA4|SNCG|CAVIN1|PPARG|GPX3|MGLL|COL4A1|LPL|GPD2|LTC4S|ALDOA|CD151|CRAT|DNAJC15|PHLDB1|UCP2|CD36|FAH|RNF11|STOM|DHRS7B|YWHAG|TST|ACOX1|PGM1|ADIPOR2|GBE1|AGPAT3|SULT1A1|ARAF|TALDO1|ACAA2|REEP5|HADH|RETSAT|CAVIN2|MIGA2|ADCY6|SORBS1	ESCA
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	4.55E-10	7.58E-09	0.814035838	-0.552210757	-2.193853109	156	ICAM1|BCL3|TRAT1|CD8B|FAS|ACHE|CD3E|FCGR2B|CCR1|CD3D|CD7|CD3G|IL2RG|CD79A|CTSS|CCR5|CD86|RIPK2|CFP|CD74|IFNGR2|IL4R|IGSF6|TLR2|UBE2D1|PTPRC|LY86|HLA-DOA|ITGB2|CD8A|LTB|IRF7|HLA-DMA|CRTAM|HLA-DMB|NCF4|NLRP3|CCR2|CAPG|FGR|RPS3A|HLA-DRA|SPI1|RPS9|RPL9|GBP2|CD4|ITK|RPL39|CD2|SIT1|CD247|IL1B|MMP9|LCK|TLR1|GPR65|ETS1|IL12RB1|TAP1|BCL10|RPS19	ESCA
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.198257081	0.27251784	0.144630528	0.30971925	1.152080883	83	LIFR|ADAMTS1|AKAP12|NCOA4|SPCS3|GPD1L|ACTN1|CCND3|SORD|HOMER2|ITGAV|CDC14B|CCND1|SAT1|LMAN1|INPP4B|SLC26A2|HSD17B14|AKT1|ABCC4|PGM3|CAMKK2|DHCR24|MAP7	ESCA
HALLMARK	HALLMARK_ANGIOGENESIS	0.007831525	0.019578812	0.380730401	0.582443125	1.668207669	24	FSTL1|COL3A1|SLCO2A1|JAG2|COL5A2|LPL|NRP1|JAG1|PF4|APP|TNFRSF21|ITGAV|TIMP1	ESCA
HALLMARK	HALLMARK_APICAL_JUNCTION	0.000968598	0.003459279	0.477270815	0.402039888	1.603038719	126	ACTA1|TJP1|VWF|PARVA|MYL9|GNAI1|CD34|CERCAM|MDK|MYH9|JAM3|MYH10|VCL|ACTB|TSPAN4|ZYX|CRAT|FBN1|ACTG1|RRAS|FSCN1|RHOF|CTNND1|MAP4K2|ACTN1|NECTIN1|YWHAH|IKBKG|CADM2|ITGA9|SRC|ITGB1|LIMA1|ACTN4|SHC1|GAMT|CLDN5|CTNNA1|CAP1|MSN|CD99|MAPK11|HADH|ADAM9|CDH6|NEXN|EPB41L2|FYB1|SYK|LDLRAP1|EXOC4	ESCA
HALLMARK	HALLMARK_APICAL_SURFACE	0.118236473	0.179146171	0.183023938	-0.476505383	-1.340373494	25	PLAUR|MAL|IL2RG|SULF2	ESCA
HALLMARK	HALLMARK_APOPTOSIS	0.064393939	0.119248036	0.245041785	-0.319255921	-1.247763239	138	JUN|DDIT3|IER3|LEF1|GADD45B|FAS|PMAIP1|IGF2R|PPT1|CD44|CDKN1B|TIMP2|CD14|ISG20|MCL1|BTG2|PAK1|IRF1|TNFSF10|BIRC3|PPP2R5B|BCL2L11|CD2|BMF|CD38|IL1B|DNAJA1|ETF1|CASP1|RHOB|ANXA1|TAP1|BCL10|RARA	ESCA
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.257575758	0.33891547	0.115240003	-0.321309047	-1.130587179	68	CYP27A1|KLF1|ABCA1|AQP9|ABCD2|HSD17B11|PEX16|NR3C2|AR|LCK|PNPLA8|CAT|PECR|RXRA|IDI1|ALDH1A1	ESCA
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.565031983	0.672657123	0.076083716	0.270876903	0.953044261	63	DHCR7|GNAI1|PPARG|CLU|LPL|FABP5|JAG1|ACTG1|GSTM2|CD9|SREBF2	ESCA
HALLMARK	HALLMARK_COAGULATION	0.0310475	0.067494564	0.352487858	0.393586433	1.428617309	74	RAPGEF3|VWF|MMP1|TIMP3|F12|F8|CLU|A2M|CASP9|ITGB3|CSRP1|THBS1|GP9|FBN1|SPARC|HTRA1|PF4|PROS1|CD9|PLEK|FN1|MMP8|GP1BA|GSN|CRIP2|TIMP1|PEF1|SERPINE1|SERPING1|WDR1|SIRT2|KLF7|ADAM9	ESCA
HALLMARK	HALLMARK_COMPLEMENT	0.011749365	0.027974679	0.380730401	-0.363296106	-1.440122252	155	PLAUR|CXCL1|MAFF|TNFAIP3|TFPI2|SERPINA1|FCN1|CEBPB|HSPA5|CTSS|F5|SPOCK2|PLA2G7|DPP4|CTSH|ERAP2|CDA|CTSO|IRF7|TIMP2|S100A9|L3MBTL4|IRF1|CPM|RASGRP1|C1QA|GATA3|PIK3R5|S100A12|LCK	ESCA
HALLMARK	HALLMARK_DNA_REPAIR	0.998102467	1	0.043363699	-0.154008594	-0.604399148	140	PDE4B|ELL|STX3|CDA|NME3|ZWINT|CMPK2|TAF9|NCBP2|GUK1|GTF2H5|APRT|TARBP2|SAC3D1|POLE4|POLR2J|CLP1|RNMT|ALYREF|RPA2|PCNA|SDCBP|POLR1D|HCLS1|DAD1|SSRP1|CSTF3|EDF1|POLL|IMPDH2|ERCC8|BRF2|CANT1|RPA3|SF3A3|PDE6G|AGO4|RRM2B|POLB|POLR3C|MRPL40	ESCA
HALLMARK	HALLMARK_E2F_TARGETS	0.78649635	0.836698245	0.052482762	-0.213883571	-0.875974011	183	CCNB2|UBE2S|MAD2L1|CDKN1B|TFRC|MYC|POP7|PA2G4|CDK1|GSPT1|CDCA8|CKS2|TIMELESS|MYBL2|MCM6|KIF18B|CCNE1|BIRC5|EIF2S1|HMGB2|PPM1D|KPNA2|CDC25B|POLE4|PLK1|RAN|NBN|ESPL1|PTTG1|DDX39A|TBRG4|RPA2|DCK|PCNA|MCM2|EXOSC8|PNN|SSRP1|NASP|RAD21|CDK4|RANBP1|MMS22L|EED|MXD3|NOP56|HMGB3|HNRNPD|LBR|RPA3|AK2	ESCA
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.000112245	0.000561227	0.538434096	0.448365491	1.760844653	114	IGFBP2|ADAM12|COL5A1|FSTL1|ENO2|COL6A3|IGFBP3|QSOX1|MMP1|DPYSL3|BGN|COL3A1|TIMP3|MYL9|COL1A1|FERMT2|COL5A2|LOX|IGFBP4|COL4A1|TPM4|TGM2|TPM2|TPM1|FLNA|COL4A2|SDC4|ITGB3|FGF2|ECM1|THBS1|ITGB5|TAGLN|CALD1|FBN1|NID2|COL1A2|CXCL12|EFEMP2|PLOD1|SPARC|CALU|HTRA1|MEST|CD59|MGP|P3H1|FN1|TGFB1|SNTB1|ITGAV|WIPF1|MAGEE1|PLOD3|ITGB1|TIMP1|DST|SERPINH1|SAT1|VEGFC	ESCA
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.15320911	0.218870157	0.161978949	0.291249165	1.17056822	132	DHCR7|CELSR2|PODXL|PPIF|IGFBP4|TGM2|PAPSS2|WWC1|OLFM1|FARP1|ABAT|RPS6KA2|FOXC1|ENDOD1|DLC1|KRT18|MPPED2|KAZN|GLA|MINDY1|RET|ZNF185|CXCL12|ABCA3|SLC37A1|SLC24A3|DYNLT3|DEPTOR|IL6ST|ANXA9|CLIC3|NAV2|CCND1	ESCA
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.062370062	0.119248036	0.261663522	0.319734753	1.28082368	129	DHCR7|DLG5|CELSR2|ASS1|IMPA2|PPIF|IGFBP4|SLC2A8|MDK|PAPSS2|PRKAR2B|OLFM1|FABP5|FARP1|RPS6KA2|FOXC1|TSPAN13|GLA|RET|CXCL12|ABCA3|MEST|CD9|SLC24A3|DYNLT3|SORD|UNC13B|CA2|HOMER2|IL6ST|TST|ANXA9|CDC6|CLIC3	ESCA
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.661795407	0.769529543	0.067051258	0.230710232	0.919749538	123	ENO2|CEL|MAOA|MGLL|CPT1A|GPD2|LTC4S|ALDOA|CRAT|CD36|PRDX6|ACADVL|YWHAH|CA2|RDH11|ACOX1|ODC1|ADIPOR2|ACSL4|ACAA2|HADH|HSD17B4|RETSAT|PPARA	ESCA
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.107664234	0.168225365	0.183023938	-0.295679303	-1.210973729	183	BCL3|CCNB2|MARCKS|UBE2S|MAD2L1|TFDP1|SQLE|SLC38A1|CDKN1B|CENPF|E2F2|E2F1|MYC|NEK2|CCNT1|CDK1|GSPT1|FBXO5|TLE3|CKS2|DTYMK|CBX1|MYBL2|ATF5|SLC7A5|MCM6|BIRC5|SMAD3|HSPA8|CCNA2|KPNA2|CDC25B|NOTCH2|PLK1|DBF4|KMT5A|ESPL1|PTTG1|DDX39A|RPA2|SAP30|MCM2|CUL4A|PRPF4B|SFPQ|NASP|RAD21|CDK4|FOXN3|SNRPD1|HMGB3|HNRNPD|LBR|E2F4|PML|KIF22|HNRNPU|HIF1A|NUP50|MAP3K20|HUS1	ESCA
HALLMARK	HALLMARK_GLYCOLYSIS	0.074003795	0.132149634	0.227987203	-0.312238286	-1.227020998	141	CXCR4|IER3|DDIT4|VCAN|VEGFA|IL13RA1|HSPA5|MXI1|DPYSL4|TGFBI|ALDOB|CD44|CHPF2|ERO1A|HK2|GCLC|ISG20|FAM162A|CAPN5|FKBP4|RRAGD|AGL|AKR1A1|IRS2|GLRX|DSC2|HAX1|CDK1|NT5E|LDHA|ANKZF1|GMPPB	ESCA
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.712301587	0.782279315	0.061036373	0.298308869	0.832809778	22	MYH9|NRP1|RTN1|ADGRG1|HEY1|DPYSL2|CDK5R1	ESCA
HALLMARK	HALLMARK_HEME_METABOLISM	1.88E-08	2.34E-07	0.733761988	-0.508077351	-2.07029282	176	RAP1GAP|ALAS2|SLC22A4|MYL4|SELENBP1|SLC6A8|CA1|AHSP|EPB42|HBD|SLC4A1|HBB|SLC6A9|SPTA1|GYPC|KLF1|HMBS|MXI1|SLC25A37|ABCG2|RANBP10|GYPA|PRDX2|AQP3|BLVRB|FECH|BPGM|RNF123|CLIC2|MOSPD1|TFRC|GCLC|TSPAN5|BTG2|E2F2|SLC2A1|RAD23A|HAGH|SIDT2|GLRX5|FOXO3|NARF|TRIM10|PPOX|PPP2R5B	ESCA
HALLMARK	HALLMARK_HYPOXIA	2.47E-05	0.000176251	0.575610261	-0.470530145	-1.849069745	141	PLAUR|CXCR4|FOS|JUN|DDIT3|IER3|DUSP1|ADM|ZFP36|SELENBP1|MAFF|NFIL3|TNFAIP3|DDIT4|GCNT2|VEGFA|HSPA5|PNRC1|MXI1|DPYSL4|GAA|JMJD6|TGFBI|BHLHE40|FOSL2|ALDOB|PFKFB3|BTG1|ERO1A|CDKN1B|HK2|ISG20|FAM162A|PPP1R15A|SLC2A1|CCNG2|KLF6|FOXO3|NOCT|RRAGD|IRS2|GLRX|SLC2A5|SCARB1	ESCA
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	2.96E-07	7.40E-06	0.67496286	-0.680887889	-2.346486049	139	CXCL8|OSM|PLAUR|ICAM1|ADM|FFAR2|C5AR1|NFKBIA|CSF3R|RGS1|TNFAIP6|FPR1|TNFRSF1B|SELL|IL7R|ABCA1|GPR183|AQP9|CSF1|PROK2|NAMPT|CCR7|IFITM1|PDE4B|MXD1|BEST1|KCNJ2|PTAFR|TLR2|EREG|CD14|CXCL10|KIF1B|AHR|KLF6|CYBB|P2RX4|SERPINE1|IFNGR2|CDKN1A|ITGA5|ACVR1B|RIPK2|PTGER4|PTGIR|MSR1|FZD5|IL4R|TAPBP|ATP2B1|C3AR1|NLRP3|HPN|CD55|SLC31A1|IL15|KCNA3|CD69	OV
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	8.26E-07	8.26E-06	0.659444398	-0.582114446	-2.152918552	67	JUN|IL1R2|TNFRSF1B|CXCL1|CSF3R|FAS|IL2RG|IL13RA1|CD44|TLR2|CSF2RB|SOCS3|LTB|IFNGR2|ITGA4|IL12RB1|CSF2RA|IL4R|CXCL10|CCR1|CD14|TNFRSF1A|CSF1|IFNAR1|LTBR|IRF1|HAX1|CD38|PIM1|IL15RA|PTPN2|PIK3R5|STAT1	COAD
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	1.31E-06	1.09E-05	0.643551836	-0.450261032	-1.941934815	179	ICAM1|PTGS2|TNFAIP3|NFKBIA|FAS|PDE4B|FPR1|TNFAIP6|PELI1|FGL2|CD86|CSF2RB|BPGM|SOCS3|SECTM1|HLA-DRB1|BTG1|NAMPT|CD74|RIPK2|XAF1|SP110|ARID5B|ITGB7|IL4R|CXCL10|ISG15|FCGR1A|ARL4A|ISG20|SLAMF7|TNFAIP2|APOL6|TAP1|IL15|IL10RA|IRF5|IRF7|IRF1|HLA-DMA|CD38|PIM1|CD69|IL18BP|IL15RA|OASL|TXNIP|BST2|PTPN2|CMPK2|EIF4E3|TRIM26|STAT1|IFIT2|PSME2|MX1|PSMB10|SAMD9L	COAD
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	2.43E-06	2.02E-05	0.62725674	-0.62010276	-2.148554968	67	CXCL1|TNFRSF1B|JUN|CSF3R|FAS|SOCS3|IFNGR1|CSF1|CD14|CD44|IL2RG|CSF2RB|LTB|ACVR1B|CCR1|PDGFC|IFNGR2|IL10RB|ITGA4|IL13RA1|CXCL10|TNFRSF1A|LTBR|TLR2|IL4R|IFNAR1|IL1R2|IL12RB1|PTPN2	SKCM
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	2.45E-06	3.06E-05	0.62725674	-0.411020684	-1.884001966	180	ICAM1|PTGS2|TNFAIP3|NFKBIA|FPR1|TNFAIP6|PDE4B|FAS|FGL2|XAF1|CXCL10|SOCS3|SECTM1|CD86|CD74|CSF2RB|ISG15|IL7|FCGR1A|HLA-DRB1|TNFSF10|RIPK2|IFITM3|CASP3|PELI1|NAMPT|IRF7|RSAD2|CMPK2|PNPT1|BTG1|B2M|EPSTI1|CDKN1A|IFIT1|HIF1A|HLA-DQA1|SP110|NMI|OASL|JAK2|IFIT3|HLA-DMA|IFI44|IL4R	ANA
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.000148072	0.000673053	0.518848078	0.532939079	1.875075085	63	PKP1|IGFBP2|CELSR2|RYR2|TCF7L1|CACNA1F|SNN|RYR1|COPZ2|KCNMB1|YPEL1|IDUA|THRB|ZBTB16|GP1BA|SYNPO|PTPRJ|PDK2|MAGIX|EGF|CCDC106|MFSD6|GAMT|TG|CD40LG|C5|SLC25A23|DTNB	ESCA
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	3.85E-05	0.000240685	0.557332239	-0.463970763	-1.79037784	130	G0S2|PLAUR|PLAU|CXCR4|PTGS2|ADAM8|PLEK2|TNFRSF1B|TNFAIP3|KCNN4|IL7R|CXCL10|GYPC|IL2RG|CTSS|C3AR1|TRIB1|TLR8|CSF2RA|KIF5C|SLPI|LAT2|ITGB2|BPGM|ERO1A|PPP1R15A|LY96|PCSK1N|GALNT3|BIRC3|CBX8|GLRX|IL1B	ESCA
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.020796795	0.047265443	0.352487858	0.314811332	1.331773241	194	SORBS2|BCAR1|ARHGAP29|FLNA|MYH9|FARP1|MYH10|VCL|SPTBN1|CTTN|CDC42EP4|FSCN1|DYNLL2|RHOF|KIF3C|CNTROB|SYNPO|MAPRE1|GSN|ALS2|SPTAN1|DST|MYO1E|ACTN4|CDC42EP1|RASAL2|EPB41L2|ARHGEF12|CAPZB|CLIP1|CLIP2|ARAP3|NET1|TUBGCP5|RAB3GAP1|YWHAE|KIF15|BCR|LLGL1|SHROOM1|RABGAP1|MARK4|CDK5RAP2|CENPJ|NIN|CEP192|TLK1|CLASP1|NCK2|ITSN1|ARHGAP5|TUBA4A|ABR|KNTC1|DLG1	ESCA
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.089416058	0.144219449	0.202071709	-0.30225409	-1.236165566	182	CXCR4|DDIT3|NFIL3|DDIT4|FGL2|HMBS|HSPA5|NAMPT|CFP|SLC1A5|BHLHE40|PSPH|ITGB2|SQLE|ERO1A|TFRC|HK2|GCLC|BTG2|PPP1R15A|SLC2A1|NUFIP1|TM7SF2|GLRX|UFM1|ETF1|LDHA|XBP1|HSP90B1|POLR3G|GOT1|INSIG1|SLC7A5|IDI1|FKBP2|TRIB3|ACSL3|SYTL2	ESCA
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.000828224	0.003185479	0.477270815	-0.388173306	-1.591680123	186	MAD2L1|TFDP1|RPL6|RPL22|RPS6|RPL34|RPS5|MYC|CNBP|SNRPA|RPL18|EEF1B2|RPS3|RACK1|PA2G4|SRSF7|EXOSC7|RPS2|HDDC2|RPL14|PABPC4|GSPT1|ETF1|FBL|C1QBP|RPLP0|SSBP1|LDHA|SNRPD2|MRPL23|NOP16|NCBP2|SNRPB2|MCM6|NPM1|TUFM|EIF2S1|CBX3|HNRNPA1|CCNA2|PSMB3|KPNA2|CYC1|EIF3B|HSPE1|RAN|EIF3D|PSMD8|DDX21|ABCE1|PCNA|RSL1D1|MCM2|MRPL9|HSPD1|GLO1|PRPF31|CDK4|SSB|IMPDH2|RANBP1|SNRPD1|HSP90AB1|PHB2|NOP56|RNPS1|XPOT|HNRNPD|VDAC1|MCM7|CCT7|HNRNPU|APEX1|PSMB2|PSMD7|DUT|PRPS2|NOLC1|SNRPA1|SF3A1|SNRPG|RFC4|BUB3|ERH|CDC20|MCM5|VDAC3|PWP1|PSMC6|ILF2|PSMD3|NHP2|SERBP1|CSTF2|PRDX3|DDX18	ESCA
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.080305927	0.138458495	0.219250347	-0.402476667	-1.34429747	53	DUSP2|SLC19A1|HK2|MYC|PA2G4|RRP12|NOC4L|NOP16|NPM1|RABEPK|EXOSC5|CBX3|PES1|PLK1|HSPE1|NIP7|TBRG4|MRTO4|HSPD1|CDK4|PUS1|NOP56	ESCA
HALLMARK	HALLMARK_MYOGENESIS	4.79E-05	0.000265893	0.557332239	0.460840144	1.833250089	121	ACTA1|ADAM12|COL6A3|IGFBP3|COL3A1|COX7A1|TNNT3|COL1A1|IGFBP7|GPX3|CLU|MYO1C|TPM2|COL4A2|MYH9|APLNR|FGF2|MAPK12|FKBP1B|TNNC2|RYR1|PDLIM7|ITGB5|CRAT|TAGLN|PYGM|TEAD4|PFKM|CD36|WWTR1|SPARC|MYL6B|SPHK1|PTP4A3|APP|SMTN|TGFB1|MYH11|NQO1|GNAO1|GSN|ITGB1|PDE4DIP|MEF2C|NAV2|SPTAN1|HDAC5|KIFC3|TPM3|TNNT1|ATP6AP1|SVIL|SIRT2|FHL1|DMD	ESCA
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.3138833	0.392354125	0.106323256	-0.396329414	-1.120466454	26	DLL1|FZD5|NOTCH1|MAML2|LFNG|NOTCH2|SAP30|TCF7L2|FZD1|HES1|DTX2	ESCA
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	1	1	0.050805414	0.152483698	0.632752129	176	MAOB|CYB5R3|CPT1A|GPI|PDK4|ACADVL|NDUFA4|COX17|MFN2|SLC25A20|ALDH6A1|ATP6AP1|ACAA2|RETSAT|MPC1|NDUFC1|ATP1B1|NDUFB4|OGDH|ATP6V1E1|UQCRH|HTRA2|ATP6V0E1|IDH2|COX6B1|NDUFA6|SLC25A4|UQCR10|ETFB|NDUFS1|PDHB|MTX2|MRPL35|SUCLA2|NNT|TIMM8B|VDAC2|NDUFA8|SLC25A12|NDUFS4|NDUFA5|ATP6V1F|ATP6V1G1|GPX4|NQO2|ACADM|ETFA|CYCS|PHYH|MDH2|NDUFB7|OPA1|NDUFA1|MTRR|NDUFS2|IDH1|COX7B|HADHB	ESCA
HALLMARK	HALLMARK_P53_PATHWAY	0.001075054	0.003583515	0.455059867	-0.399956083	-1.600845342	161	FOS|JUN|PLK3|DDIT3|IER3|DDIT4|FAS|TOB1|PIDD1|GM2A|ZFP36L1|BTG1|SERTAD3|NINJ1|NOTCH1|MKNK2|MXD1|RPS12|NUDT15|FAM162A|BTG2|PPP1R15A|IER5|RPL18|FOXO3|TSPYL2|RAD9A|RACK1|RPL36|HINT1|RHBDF2|DGKA|BLCAP|CASP1|EPS8L2|FUCA1|TM4SF1|S100A4|TAP1|RXRA|TRAF4|TRIB3|RNF19B|LDHB|RALGDS|PTPRE|KLF4|BAK1|PPM1D|CDKN2B|TRIAP1|TXNIP|CCNK|DCXR|S100A10|CD81|COQ8A|ABCC5|CEBPA	ESCA
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.860125261	0.895963814	0.054568065	-0.285661818	-0.68717208	13	DPP4|SRPRB|FOXO1|AKT3|ELP4	ESCA
HALLMARK	HALLMARK_PEROXISOME	0.308203991	0.392354125	0.113787262	0.29541213	1.086042724	80	CEL|DLG4|CRAT|YWHAH|STS|RDH11|PEX11B|ABCD1|ACOX1|SOD2|ACSL4|CLN6|ABCB1|PRDX5|HSD17B4|RETSAT|HMGCL|DHCR24|NUDT19|IDH2|ISOC1|SLC25A4|SLC23A2|PABPC1|FADS1	ESCA
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.063314711	0.119248036	0.245041785	-0.351806832	-1.289550231	91	CXCR4|DDIT3|CAMK4|IL2RG|TNFRSF1A|CDKN1B|MKNK2|THEM4|SLC2A1|E2F1|LCK|CDK1|CSNK2B|ECSIT|AKT1S1|HSP90B1|STAT2|MAPK10	ESCA
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.152173913	0.218870157	0.166933849	0.314415886	1.181798615	88	KRT18|GLA|SNAP23|CLCN3|ARF1|NAPA|GNAS|DST|ADAM10|LMAN1|OCRL|AP2S1|ARFGEF2|PAM|DNM1L|CD63|LAMP2|ATP1A1|MAPK1|SCRN1|TOM1L1|BNIP3|AP2M1|RER1|SEC22B|COPB2|CLTC|MON2|AP2B1|VPS45|NAPG|RAB14|GOSR2|SGMS1|AP1G1|AP3S1|TSG101|COPB1|ATP7A|M6PR|BET1|VAMP4|SCAMP1|TMX1|YIPF6|STAM	ESCA
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.697674419	0.782279315	0.065087757	0.262552482	0.87993003	48	GPX3|PRDX6|PTPA|G6PD|NQO1|MSRA|ATOX1|CDKN2D|PFKP|SOD2|PDLIM1|GCLM|NDUFB4|PRDX4|NDUFA6|ABCC1	ESCA
HALLMARK	HALLMARK_SPERMATOGENESIS	0.71969697	0.782279315	0.058345278	-0.247836166	-0.872058829	68	CAMK4|CCNB2|PCSK1N|SHE|NEK2|PHKG2|SLC2A5|CDK1|SPATA6|STRBP|TLE4|COIL|ZPBP|DBF4|HSPA2	ESCA
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.201663202	0.27251784	0.139599673	0.343430076	1.159779275	49	TJP1|SMAD6|ID1|ENG|SPTBN1|THBS1|ACVR1|WWTR1|TGFB1|SERPINE1|BCAR3|SMAD7|CDKN1C|ID3|PPM1A|RHOA|SKI	ESCA
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	2.24E-28	1.12E-26	1.380264918	-0.729876717	-2.921370103	161	G0S2|PLAUR|PLAU|ICAM1|CXCL1|FOSB|TUBB2A|FOS|PTGS2|JUN|BCL3|AREG|IER3|ZC3H12A|NFKBIA|DUSP1|ZFP36|MAFF|GADD45B|NFIL3|TNFAIP3|CD83|PDE4B|PER1|BCL2A1|TNFAIP6|IL7R|NR4A2|VEGFA|JUNB|CXCL10|CEBPB|DUSP2|PNRC1|ABCA1|NAMPT|MARCKS|CCNL1|TRIB1|BCL6|LAMB3|RIPK2|NFKBIE|SOCS3|IFNGR2|KLF10|BHLHE40|FOSL2|GPR183|SLC2A6|TLR2|EGR1|TNFAIP2|PFKFB3|BTG1|TGIF1|RELB|CD44|LITAF|PTGER4|NINJ1|ATP2B1|MXD1|IER2|MCL1|BTG2|PPP1R15A|IER5|IRF1|DUSP4|REL|MYC|KLF6|ZBTB10	ESCA
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.004612073	0.01356492	0.407017919	-0.429978109	-1.592326239	98	TUBB2A|DDIT4|VEGFA|DNAJB9|CEBPB|HSPA5|DNAJA4|ERO1A|EIF2AK3|TSPYL2|RPS14|HERPUD1|SRPRB|NABP1|XBP1|PDIA5|HSP90B1|BAG3|SLC7A5|EEF2|EXOSC9|NPM1|NFYA|EIF2S1|EXOSC5	ESCA
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.000590595	0.002460814	0.477270815	0.426043156	1.674777692	115	TJP1|COL3A1|COL1A1|PPARG|COL5A2|ID1|MGLL|LPAR1|RBPMS|ERBB2|EFEMP1|PRKAR2B|ITGB3|NRP1|DLC1|GRK5|IGFBP5|COL1A2|NFIB|MT1E|ARHGEF9|CELF2|GCNT1|SERPINE1|PTPRM|INPP4B|APBB2|LTBP1|KALRN|ATP2C1|SMAD7|LAMC1|ATP2B4|GJA1|ADORA2B|ADD3|PIAS3|WDR37|SYNE1|PRKCA	ESCA
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.005890355	0.015500933	0.407017919	-0.405647208	-1.562826169	122	ICAM1|FOSB|FOS|NFKBIA|SLC6A8|KCNH2|JUNB|GRINA|PLCL1|DNAJB1|BTG1|AQP3|SIGMAR1|PPT1|CDC34|MGAT1|TFRC|BTG2|EIF2S3|IRF1|NXF1|RASGRP1|FKBP4|BCL2L11|ARRB2|DNAJA1|CREG1|RHOB|TAP1|MRPL23|GRPEL1	ESCA
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.338613861	0.412943733	0.100633389	-0.364621333	-1.097584931	34	DLL1|LEF1|TCF7|FZD8|NOTCH1|MYC	ESCA
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.087954111	0.144219449	0.208955028	-0.316732637	-1.223069415	127	RAP1GAP|CES1|GCNT2|CYP27A1|FAS|HES6|PYCR1|AQP9|POR|SLC1A5|ABCD2|SLC12A4|CDA|BLVRB|TNFRSF1A|NINJ1|GCLC	ESCA
HALLMARK	HALLMARK_ADIPOGENESIS	0.281609195	0.437062937	0.202071709	0.225145569	1.054284247	175	RETN|FABP4|PPARG|DHCR7|LIFR|SPARCL1|SNCG|CAVIN1|COL4A1|PHLDB1|MGLL|GPX3|DHRS7B|PGM1|COL15A1|LAMA4|GPAM|ACOX1|AIFM1|CD151|LIPE|COX6A1|ESRRA|SULT1A1|UCP2|GBE1|FAH|ACADS|CRAT|RNF11|ACAA2|ALDOA|PRDX3	GBM
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	4.52E-06	3.77E-05	0.610526878	-0.471763307	-1.862475967	158	ICAM1|ACHE|BCL3|FAS|CD28|CD8B|CD3E|TRAT1|CD3D|EREG|CCR1|IL2RG|CD8A|CD3G|CD74|CD7|DYRK3|CTSS|IRF7|IFNGR1|CSF1|TIMP1|TAP1|PTPRC|CD86|CD96|TLR2|IL15|SOCS5|IL7|ITGB2|CD79A|HLA-DMB|IFNGR2|TAPBP|HIF1A|RIPK2|GPR65|IL4R|ACVR2A|DEGS1|HLA-DMA|NLRP3|EIF4G3|B2M|JAK2	GBM
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.150134048	0.268096515	0.128788713	-0.339839923	-1.218594684	86	DNAJB9|INSIG1|STEAP4|HPGD|TSC22D1|B4GALT1|VAPA|FADS1|PDLIM5|HMGCR|SORD|CENPN|RAB4A|ACSL3|SMS|ABHD2|DHCR24|SLC38A2|ZBTB10|B2M|IDI1|STK39|LMAN1|UBE2J1|IQGAP2|ARID5B|PIAS1|MYL12A|TMEM50A	GBM
HALLMARK	HALLMARK_ANGIOGENESIS	0.03193119	0.079827974	0.321775918	0.496871653	1.590149069	24	PGLYRP1|JAG2|JAG1|MSX1|FSTL1|SLCO2A1|NRP1|COL3A1	GBM
HALLMARK	HALLMARK_APICAL_JUNCTION	0.018694931	0.062316436	0.352487858	0.307586685	1.388375497	130	ALOX15B|COL17A1|TJP1|VCAM1|FBN1|CD34|MYH9|VWF|FLNC|CERCAM|ITGB4|MYL9|PARVA|CTNND1|ACTN1|ACTN4|ACTG1|SYK|PECAM1|ACTB|ADAM15|RHOF|FSCN1|NECTIN1|GNAI1|AKT2|GAMT|MMP2|EPB41L2|JAM3|CRAT|LIMA1|MAPK13	GBM
HALLMARK	HALLMARK_APICAL_SURFACE	0.024459493	0.071939684	0.352487858	-0.57198982	-1.622404148	25	PLAUR|AFAP1L2|MAL|SULF2|IL2RG|B4GALT1|DCBLD2	GBM
HALLMARK	HALLMARK_APOPTOSIS	0.060759494	0.132085856	0.204294757	-0.345382673	-1.334782262	142	JUN|IER3|DDIT3|GADD45B|TIMP2|FAS|PMAIP1|EREG|LEF1|CD14|CDKN1A|EGR3|CD44|IFNGR1|IFITM3|TIMP1|TAP1|IGF2R|BTG3|CASP3|SQSTM1|ATF3|GPX4|MADD|PPP2R5B|RHOB|AVPR1A|CD38	GBM
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.612600536	0.729286353	0.049790319	-0.259170316	-0.899982066	68	ABCA1|BMP6|SLC22A18|AQP9|AR|FADS1|ABCD2|CYP27A1|DHCR24|IDI1|KLF1|SLC23A2	GBM
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.148849797	0.268096515	0.130105631	-0.36798296	-1.264946465	63	PLAUR|NFIL3|GLDC|PNRC1|ANTXR2|CXCL16|HMGCR|LDLR|TM7SF2|ATF3|SQLE|TP53INP1|ATXN2|AVPR1A	GBM
HALLMARK	HALLMARK_COAGULATION	0.109433962	0.210449927	0.266350657	0.303117457	1.252364039	77	MMP8|CTSE|MMP1|TIMP3|FBN1|F12|A2M|RAPGEF3|CSRP1|GSN|VWF|PECAM1|CFH|HTRA1|USP11|CRIP2|PRSS23|ITGB3|F8|PREP|LTA4H|MMP2|PLEK|CLU	GBM
HALLMARK	HALLMARK_COMPLEMENT	0.003821088	0.015921199	0.431707696	-0.38211059	-1.508535702	158	PLAUR|TFPI2|TNFAIP3|TIMP2|PLA2G7|MAFF|SERPINA1|HSPA5|ERAP2|F5|CEBPB|FCN1|C3|CXCL1|RCE1|CTSS|IRF7|L3MBTL4|SPOCK2|CD55|TIMP1|CPM|ME1|DPP4|PLA2G4A|SERPING1|CPQ|CASP3|CTSO|CTSH	GBM
HALLMARK	HALLMARK_DNA_REPAIR	0.891687657	0.933706816	0.029351919	-0.202542893	-0.782348806	140	CMPK2|PDE4B|ELL|DCTN4|NT5C3A|RBX1|DAD1|NME3|EIF1B|VPS37B|TMED2|CSTF3|GTF2A2|SDCBP|GPX4|GTF2H5|GTF2B|SUPT4H1|SRSF6	GBM
HALLMARK	HALLMARK_E2F_TARGETS	0.058744283	0.132085856	0.321775918	0.257746885	1.230345097	191	TK1|E2F8|WDR90|TCF19|KIF2C|CCNB2|DONSON|PCNA|CENPM|ASF1B|ORC6|RNASEH2A|AURKB|SPAG5|NAA38|TP53|MCM3|UNG|MCM5|UBE2T|DUT|STMN1|RAD1|NUP205|TIMELESS|DSCC1|RFC3|POLA2|NOP56|POLD2|RAD50|UBR7|MCM4|MXD3|TUBB|POLD3|LMNB1|SHMT1|POLE|DCTPP1|HMGB3|PAN2|NCAPD2|CBX5|RAD51AP1|PAICS|KIF22|AK2|RANBP1|KPNA2|PLK1|PLK4|POLD1|CIT|MCM2|PMS2|CDK4|PRKDC|SNRPB	GBM
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.025968966	0.072136018	0.352487858	-0.379165663	-1.421935271	117	CXCL8|PLAUR|VEGFA|TFPI2|JUN|AREG|OXTR|TNFAIP3|GADD45B|FAS|ANPEP|VCAN|GLIPR1|CXCL1|CD44|SLC6A8|TGFBI|BASP1|DAB2|TIMP1|COLGALT1|PLOD2|IL15	GBM
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.088719899	0.178947368	0.166933849	-0.33424138	-1.280477764	134	FOS|AREG|FHL2|TOB1|REEP1|PMAIP1|CHPT1|SLC16A1|KLF10|RHOBTB3|SLC7A5|EGR3|CD44|FCMR|AKAP1|AR|B4GALT1|SIAH2|SNX24|AMFR|TMEM164|ABLIM1|BHLHE40|DHRS3|AQP3|ABHD2|GAB2|XBP1|BCL11B|FKBP4|GLA|SEC14L2|JAK2|LRIG1|NXT1|RARA|MAST4	GBM
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.344827586	0.492610837	0.075118164	-0.27952223	-1.06781282	131	FOS|TFPI2|AREG|ZFP36|SERPINA1|TOB1|DUSP2|CHPT1|CDH1|SLC16A1|CHST8|SLC7A5|EGR3|CD44|PTGER3|SIAH2|AMFR|BTG3|SORD	GBM
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.227214377	0.366474802	0.09854998	-0.300704333	-1.138021721	125	G0S2|CA4|VNN1|GABARAPL1|HPGD|TP53INP2|ME1|S100A10|RAP1GDS1|GLUL|SMS|D2HGDH|DHCR24|CD36|UBE2L6|CPOX|IDI1|DLST|ADSL|HADH|ADIPOR2	GBM
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.877575758	0.933706816	0.028221918	-0.20102853	-0.804872671	186	E2F1|BCL3|MCM6|MARCKS|SLC7A5|TFDP1|SLC38A1|ORC5|HIF1A|MYBL2|SQLE|CKS2|E2F3|DMD|EZH2|XPO1|KNL1|RBL1|AURKA|LBR|KIF20B|DBF4|POLQ|RAD23B|ATF5|TTK|CDKN3|SLC7A1|MNAT1|CUL5|SS18|FANCC|CDKN1B|AMD1|TACC3|KMT5A|FOXN3|HMGA1|GSPT1|KIF15|BRCA2|MEIS1|CHEK1|SRSF10|STAG1|CUL3|UCK2|CCNT1|MAPK14|HMMR|CDC27|NDC80|TGFB1|KATNA1|TRAIP|RAD21|TOP1|TOP2A|CASP8AP2|TRA2B|NUP50|MAP3K20|RPS6KA5|CUL1|CTCF|CDK1|UBE2C	GBM
HALLMARK	HALLMARK_GLYCOLYSIS	0.030031469	0.079030181	0.352487858	-0.363313674	-1.405878011	141	VEGFA|IER3|CXCR4|DPYSL4|DSC2|HSPA5|VCAN|DDIT4|CD44|TGFBI|AGL|CHPF2|MXI1|B4GALT1|HOMER1|IL13RA1|P4HA1|PLOD2|EXT1|ME1|FUT8|ERO1A|RRAGD	GBM
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.385321101	0.52070419	0.078711381	-0.383401592	-1.05849067	22	VEGFA|ACHE|NRP2|RASA1|NF1	GBM
HALLMARK	HALLMARK_HEME_METABOLISM	7.33E-07	9.17E-06	0.659444398	-0.486552409	-1.949403436	178	RAP1GAP|ALAS2|OSBP2|SLC6A9|SLC22A4|SELENBP1|YPEL5|C3|GYPC|SLC6A8|CTNS|SLC4A1|HBB|RIOK3|EPB42|DCUN1D1|XK|EIF2AK1|MXI1|NUDT4|AHSP|HTATIP2|TRIM58|RBM38|TRIM10|TMCC2|ATP6V0A1|HBD|ANK1|ADIPOR1|ISCA1|TFRC|SDCBP|AQP3|MGST3|KDM7A|MBOAT2|FOXO3|PPP2R5B|GLRX5|KEL|SEC14L1|RNF123|HAGH|MARK3|SLC25A37|SIDT2|TSPAN5|EPB41|RBM5|CIR1|CPOX|MOSPD1|MINPP1|PC|CLIC2|CDR2|ABCG2|PPOX|KLF1|RCL1|CTSB|TCEA1|MPP1|RANBP10|NFE2|SLC30A1|USP15|GMPS|LPIN2|MAP2K3|TAL1|KLF3|XPO7|PICALM|BMP2K|BSG|NNT	GBM
HALLMARK	HALLMARK_HYPOXIA	1.26E-06	1.26E-05	0.643551836	-0.505372283	-1.955587777	141	PLAUR|VEGFA|FOS|JUN|IER3|CXCR4|ADM|DPYSL4|DDIT3|TNFAIP3|ZFP36|DUSP1|MAFF|HSPA5|PPP1R15A|DDIT4|NFIL3|SELENBP1|PNRC1|GAA|JMJD6|CDKN1A|PFKFB3|TGFBI|FOSL2|GCNT2|MXI1|SIAH2|P4HA1|EXT1|ERO1A|RRAGD|BHLHE40|ATF3|PYGM|NOCT|KLF6|FOXO3|TMEM45A|IRS2	GBM
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	8.57E-06	5.14E-05	0.593325476	-0.63308548	-1.964275082	67	CXCL1|CSF3R|IL1R2|JUN|TNFRSF1B|SOCS3|FAS|CSF2RB|CXCL10|TLR2|IL2RG|IFNGR2|CCR1|CD44|CSF1|IFNGR1|CD14|IL1B|IL10RB|TNFRSF1A|ACVR1B|STAT1|IRF1|IL13RA1|IL12RB1|LTBR|PIM1|CSF2RA|IFNAR1|PDGFC|ITGA4|LTB|IL15RA|IL4R|PTPN1|SOCS1|IL6ST	TGCT
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	6.20E-06	5.14E-05	0.610526878	-0.525469438	-1.814581745	159	GADD45B|MAFF|NFKBIZ|CKAP4|IL1R2|TNFRSF1B|NFIL3|SELL|CXCL10|RRAGD|CD86|CD83|BHLHE40|CST7|FGL2|FURIN|SLC1A5|GABARAPL1|MXD1|SHE|AGER|P4HA1|CTSZ|SMPDL3A|CD44|P2RX4|IGF2R|CSF1|IFNGR1|CDC42SE2|IFITM3|GPX4|SCN9A|ST3GAL4|KLF6|SOCS2|SYNGR2|PIM1|RHOB|ENO3|IGF1R|HK2|COCH|XBP1|PNP|CCNE1|PTCH1|CD48|MYC|PHTF2|PTGER2|LTB|BCL2L1|IL4R|NT5E|SOCS1|TNFSF10|BATF|GATA1|CASP3|SLC39A8	TGCT
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	6.19E-06	5.15E-05	0.610526878	-0.483834864	-1.850504833	155	GADD45B|NFKBIZ|CD83|TNFRSF1B|IL1R2|SELL|MAFF|CKAP4|NFIL3|CXCL10|IFNGR1|CSF1|MXD1|LRIG1|BHLHE40|AGER|FGL2|RRAGD|P2RX4|CD44|CASP3|SMPDL3A|CDC42SE2|WLS|P4HA1|KLF6|SHE|IGF2R|CD86|SLC1A5|SCN9A|GABARAPL1|SYNGR2|SLC2A3|FURIN|ECM1|SOCS2|CD48|IL4R|PHTF2|XBP1|ST3GAL4|TWSG1|IGF1R|GATA1|PTCH1|CTSZ|ALCAM|CST7|RORA|HK2|ENO3|LTB	STAD
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	7.66E-06	5.47E-05	0.593325476	-0.407853088	-1.778006223	179	TNFAIP6|PTGS2|NFKBIA|ICAM1|FPR1|NAMPT|SOCS3|TNFAIP3|FCGR1A|PELI1|BPGM|SECTM1|ISG15|FAS|PDE4B|RIPK2|IFIT2|CXCL10|OASL|PIM1|RSAD2|BTG1|IFIT3|IFIT1|BATF2|EIF4E3|CD69|CMPK2|XAF1|APOL6|ARL4A|TXNIP|STAT1|UPP1|ARID5B|ISG20|IL4R|GBP4|UBE2L6|CASP1|IRF1|NMI|IL2RB|GZMA|PSMB9|LAP3|USP18|CD86|PLSCR1|HIF1A|PSME1|SP110|PSME2|IFIH1|FGL2|VAMP5|IL15|CASP3|MT2A|IL15RA|TNFAIP2|EIF2AK2|IRF2|IFI35|PSMB10	SARC
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	8.16E-06	5.83E-05	0.593325476	-0.479064972	-1.883395013	156	MAFF|TNFRSF1B|GADD45B|NFKBIZ|BHLHE40|CKAP4|CD83|SELL|IFNGR1|CSF1|CD44|FGL2|P2RX4|NFIL3|GABARAPL1|LTB|AGER|CTSZ|SHE|SYNGR2|CDC42SE2|CD86|IGF2R|CD48|IL10RA|WLS|SLC1A5|SMPDL3A|SOCS2|CXCL10|BCL2|CASP3|MXD1|P4HA1|IL4R|XBP1|KLF6|IKZF2|TRAF1|EEF1AKMT1|IL1R2|TIAM1|RHOB|LCLAT1|GPR65|RRAGD|LRIG1|NT5E|SNX9|DCPS|MAP3K8|HK2|PUS1|BATF3|ADAM19|CD81|PRKCH|RORA	SKCM
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.41509434	0.541556145	0.130105631	0.262558832	1.032425765	64	NOS1|IGFBP2|TCF7L1|CELSR2|TCL1A|CCDC106|SYNPO|YPEL1|SELENOP|ZBTB16|GAMT|COPZ2|KMT2D|CACNA1F|RYR1|KCNMB1	GBM
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.000468803	0.002344017	0.498493109	-0.44196192	-1.696031145	133	G0S2|PLAUR|PLAU|CXCR4|PTGS2|TNFRSF1B|TNFAIP3|ADAM8|IL7R|PPP1R15A|EREG|PCSK1N|IL2RG|PLEK2|TRIB1|CTSS|GYPC|MMD|TMEM158|LAT2|ATG10|DCBLD2|ERO1A|TFPI|ITGB2|TMEM176A|SDCCAG8|CBR4|ADAM17|TLR8	GBM
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.661016949	0.751155624	0.125639921	0.19541735	0.934847827	194	SORBS2|GSN|ARHGAP29|BCAR1|MYH9|MYO1E|KIF2C|CCNB2|SPTBN1|ARAP3|SYNPO|FBXO5|ACTN4|SAC3D1|ABL1|SPTAN1|GEMIN4|CDC42EP4|ABR|RHOF|PXN|FLNA|CDC42EP2|FARP1|FSCN1|LLGL1|EPB41L2|ARHGEF11|NEDD9|MAP3K11|NET1	GBM
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.006623563	0.025475241	0.407017919	-0.369259463	-1.476471505	184	CXCR4|DDIT3|HSPA5|PPP1R15A|DDIT4|INSIG1|FGL2|NFIL3|CDKN1A|SLC7A5|NAMPT|HSPE1|P4HA1|PLOD2|FADS1|ME1|MTHFD2L|HMGCR|SORD|ERO1A|LDLR|TM7SF2|POLR3G|ITGB2|ACSL3|BHLHE40|SQSTM1|TFRC|EGLN3|SLC1A5|SKAP2|XBP1|SQLE|DAPP1|DHCR24|SSR1|FKBP2|UBE2D3|GLA|ELOVL6|AURKA|PITPNB|IDI1|TUBA4A|NUFIP1|HSP90B1|TCEA1|ADIPOR2|IFRD1|SLC2A3|ATP6V1D|GMPS|MAP2K3|CTH|TXNRD1|GCLC|ETF1|CFP|RIT1|CANX|BTG2|HMBS|SERP1|GSR	GBM
HALLMARK	HALLMARK_MYC_TARGETS_V1	1	1	0.097544922	0.142978226	0.681096044	187	TYMS|CDC45|PCNA|CCNA2|EXOSC7|LSM2|MCM5|CCT5|DUT|RRP9|CSTF2|SNRPG|NOP16|GOT2|NOP56|PRDX3|POLD2|MCM4|DDX18|NHP2|EIF1AX|PSMD3|PGK1|TRIM28|SF3B3|CAD|RANBP1|KPNA2|RRM1|VBP1|NDUFAB1|LSM7|KPNB1|PSMC4|DHX15|SLC25A3|CCT7|HNRNPR|MCM2|CDK4|ILF2|MRPS18B|SNRPD3|STARD7|NOLC1|MAD2L1|GLO1|PWP1|CDC20|SNRPA1|AIMP2|PRPF31|CYC1|EIF4H	GBM
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.196428571	0.327380952	0.190023305	0.310548718	1.179624767	53	MAP3K6|BYSL|UNG|MCM5|RRP9|NOP16|MYBBP1A|MPHOSPH10|NOP56|GRWD1|MCM4|TCOF1|DDX18|RRP12|NIP7|DCTPP1|MRTO4|UTP20|PLK1|PLK4|NDUFAF4|CDK4|PPRC1|LAS1L|NOLC1	GBM
HALLMARK	HALLMARK_MYOGENESIS	0.052901739	0.12595652	0.321775918	0.29789836	1.331382791	126	COL6A3|NOS1|PTGIS|COL4A2|TNNT3|MYL4|COL1A1|GJA5|COX7A1|GSN|TEAD4|MYOM2|ADAM12|MYH9|ITGB4|APLNR|COL3A1|GPX3|MAPK12|NQO1|COL15A1|LARGE1|IGFBP7|SPTAN1|WWTR1	GBM
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.540620384	0.659293151	0.060118614	-0.331853709	-0.951783039	26	DLL1|FZD5|NOTCH1|RBX1	GBM
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.631578947	0.734394125	0.131457612	0.200922438	0.943781995	178	MAOB|PDK4|BDH2|ACADVL|AIFM1|SLC25A12|NDUFS2|MFN2|MRPS22|ECI1|COX6A1|ETFDH|SLC25A20|NDUFA4|NQO2|ACAA2|GOT2|ALDH6A1|PRDX3|IDH1|SUCLA2|PDHB|NDUFB7|OGDH|PDHA1|COX8A|SLC25A4|CYB5A|HSD17B10|IDH2|NDUFB6|FH|MRPL15|SLC25A11|COX17|NDUFAB1|SDHC|NDUFS3|SLC25A5|GLUD1|SLC25A3|TIMM17A|SUCLG1|CS|GPI|CPT1A|NDUFB8|SDHD|UQCRC1|ECH1|MDH2|NDUFB2|ETFB|RHOT2|ACAT1|OAT|ECHS1|COX15|MRPL35|PMPCA|SDHB	GBM
HALLMARK	HALLMARK_P53_PATHWAY	0.003671979	0.015921199	0.431707696	-0.378246714	-1.497729341	164	FOS|JUN|PLK3|IER3|DDIT3|TM4SF1|FAS|PPP1R15A|TSPYL2|NINJ1|TOB1|DDIT4|GM2A|ABCC5|CDKN2B|ACVR1B|CDKN1A|NOTCH1|ZFP36L1|MXD1|TSC22D1|TAP1|SLC3A2|TCN2|S100A10|CCNK|ISCU|RAP2B|EPS8L2|ATF3|SERTAD3|SPHK1|FOXO3|RNF19B	GBM
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.99719888	1	0.061436411	0.171411969	0.480120634	14	PKLR|STXBP1|LMO2	GBM
HALLMARK	HALLMARK_PEROXISOME	0.792307692	0.88034188	0.089710465	0.201731453	0.840995906	81	PEX11B|STS|DLG4|ACOX1|ABCB4|TSPO|PEX5|ERCC3|PEX13|HSD17B4|CRAT|IDH1|ACSL1|ALDH1A1|SLC25A4|IDH2|HRAS|ECH1|PRDX1|HMGCL|ISOC1|SLC35B2|GNPAT|ALDH9A1|FDPS|ACSL4|MSH2|NUDT19|MLYCD|CAT|VPS4B|MVP|PABPC1|ACSL5|ATXN1	GBM
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.181938911	0.313687778	0.114750719	-0.329461027	-1.193572038	93	CXCR4|DDIT3|E2F1|IL2RG|CAMK4|CDKN1A|SQSTM1|MAPK10|THEM4|DAPP1|VAV3|UBE2D3|MAP2K6|TNFRSF1A|HSP90B1|MKNK2|CAB39|ATF1|MAPK8|MAP2K3|CDKN1B|NOD1|RIT1|RAC1|SMAD2|CALR|MAPKAP1|SLC2A1|NFKBIB|MAPK9|LCK	GBM
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.023454142	0.071939684	0.352487858	-0.402329862	-1.448739203	88	CAV2|ABCA1|STX7|KIF1B|TMED10|IGF2R|TMED2|VAMP7|GLA|ICA1|LMAN1|NAPG|GALC|ARFGAP3|TOM1L1|PPT1|PAM|STX12|GNAS|BET1|RAB14|TMX1|SGMS1|LAMP2|VAMP3|SCAMP1|AP2B1|USO1|ARFGEF1|VAMP4|CLTA|CD63|M6PR|RAB5A|SNX2|STAM|ATP7A|SEC31A|SCAMP3|CTSC|TSG101|NAPA|COG2|RPS6KA3|AP2S1|GBF1	GBM
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.896358543	0.933706816	0.034268826	-0.215743083	-0.697845107	48	JUNB|MGST1|IPCEF1|SELENOS|NDUFA6|GPX4|SRXN1	GBM
HALLMARK	HALLMARK_SPERMATOGENESIS	0.5	0.625	0.118287526	0.249796822	0.998052245	70	SLC2A5|NOS1|GRM8|GFI1|KIF2C|CCNB2|MTOR|HSPA1L|ACE|CLPB|JAM3	GBM
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.30726257	0.45185672	0.086034724	-0.340902571	-1.114190812	50	PPP1R15A|JUNB|CDH1|LTBP2|KLF10|FURIN|IFNGR2|SMAD1|UBE2D3|TGIF1|SERPINE1|BMPR2	GBM
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	9.49E-25	4.75E-23	1.287103672	-0.701532658	-2.781647212	165	G0S2|FOSB|PLAUR|PLAU|ICAM1|VEGFA|FOS|JUN|IER3|PTGS2|TNFAIP6|AREG|CD83|NR4A2|ZC3H12A|BCL3|TNFAIP3|ZFP36|DUSP1|GADD45B|NFKBIA|MAFF|TUBB2A|IL7R|PPP1R15A|NINJ1|DUSP4|EGR1|BCL2A1|JUNB|DUSP2|GPR183|SOCS3|CEBPB|ABCA1|PER1|MARCKS|LAMB3|NFIL3|PDE4B|FOSL1|KLF10|PNRC1|CCNL1|TRIB1|CXCL1|CDKN1A|EGR3|PFKFB3|CD44|PTGER4|FOSL2|CSF1|NR4A1|MXD1|TSC22D1|IER2|TAP1|B4GALT1|NAMPT|IL15RA|TLR2|BTG3|PDLIM5|EIF1|LDLR|NFE2L2|BHLHE40|SQSTM1|IFNGR2|BCL6|RIPK2|ATF3|SPHK1|KLF6|RHOB|RNF19B|IRS2|NR4A3|DRAM1|ZBTB10|TGIF1|IFIT2|SERPINE1	GBM
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.089473684	0.178947368	0.169570644	-0.35513858	-1.303313876	99	VEGFA|DNAJB9|TUBB2A|HSPA5|TSPYL2|DDIT4|CEBPB|SLC7A5|EIF2AK3|NABP1|ERO1A|ATF3|XBP1|SSR1|NFYB|EXOSC1|IFIT1|PDIA6|HSP90B1|DNAJC3	GBM
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.422413793	0.541556145	0.138805109	0.233460643	1.025789338	117	TJP1|PPARG|ERBB2|ADGRL2|COL1A1|ID1|NRP1|PTPN21|COL3A1|KCNMA1|MGLL|MT1E|PDGFRB|IGFBP5|CACNA1A|ITGB3|SYNE1|COL1A2|MGMT|PTPRM|PRKCE|ARHGEF9|GRK5|DLC1|RBPMS|PIK3CD|VAV2|APBB2|PRKAR2B|GJA1	GBM
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.017144491	0.061230324	0.352487858	-0.379594497	-1.434383893	124	FOSB|ICAM1|FOS|NFKBIA|JUNB|GRINA|FURIN|CDKN2B|CREG1|HSPA2|SLC6A8|NR4A1|TAP1|SIGMAR1|BTG3|DNAJB1|CASP3|CDC34|EIF5|SQSTM1|TFRC|ATF3|AQP3|RHOB|FKBP4|AGO2|GLS|PRKCD|TUBA4A|HSPA13|HLA-F|BTG1|MGAT1|PPT1|RFC4|EPHX1|IL6ST|BSG|POLG2|NXF1|AMD1|STARD3|CHKA|RASGRP1|BTG2|ARRB2|GRPEL1	GBM
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.288461538	0.437062937	0.145516146	0.319850132	1.100018617	35	JAG2|JAG1|WNT6|RBPJ|HDAC11|TP53|HEY1|GNAI1|KAT2A|PSEN2	GBM
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.368152866	0.511323425	0.071652737	-0.275229615	-1.048672129	130	RAP1GAP|FAS|NINJ1|HES6|POR|ENTPD5|VNN1|GABARAPL1|AQP9|ARG2|GCNT2|PDLIM5|PINK1|ABCD2|SLC1A5|CYP27A1|CD36|UPP1|SERPINE1|DHRS7|TNFRSF1A|PC	GBM
HALLMARK	HALLMARK_ADIPOGENESIS	0.716077537	0.832648299	0.035165229	-0.243472069	-0.879552252	170	DNAJB9|PIM3|PPP1R15B|TOB1|ABCA1|PFKFB3|SLC19A1|ORM1|BCL6|ARL4A|PEMT|ALDH2|IFNGR1|ELOVL6|SLC1A5|POR|TKT|JAGN1|CMBL|SAMM50|APLP2|CPT2|DRAM2|SCARB1|GRPEL1|TANK|CCNG2|NABP1|PDCD4|SLC27A1|GPAT4|RIOK3|COQ5	HNSC
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	2.57E-09	3.21E-08	0.77493903	-0.584933825	-2.097011567	157	ICAM1|BCL3|FAS|ACHE|TRAT1|CD8B|KRT1|CD3E|CD86|IL2RG|MMP9|CD3D|TLR2|CD3G|CD7|CCR1|HLA-DMB|IL4R|IFNGR2|CTSS|ITGB2|CD79A|CD28|CD74|HLA-DOA|CD8A|CFP|PTPRC|CSF1|UBE2D1|RIPK2|CD2|LTB|CD96|SIT1|TPD52|RPS3A|IGSF6|RPS9|TAP1|RPL9|IFNGR1|GBP2|LCK|IL1B|HLA-DMA|NLRP3|CD247|SPI1|FCGR2B|FGR|HLA-DRA|CRTAM|EREG|RPS19|DYRK3|GPR65|PSMB10|NCF4|IL12RB1|CAPG|CD1D|ETS1|RPL39|LY86|NPM1	HNSC
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.826751592	0.898643035	0.033603324	-0.240162779	-0.791380013	83	DNAJB9|DHCR24|ARID5B|STEAP4|TPD52|ELL2|INSIG1|IDI1|PA2G4|ZBTB10	HNSC
HALLMARK	HALLMARK_ANGIOGENESIS	0.028614783	0.071536957	0.352487858	0.500273923	1.518640391	22	FSTL1|NRP1|TNFRSF21|SLCO2A1|LPL|ITGAV|JAG2|JAG1|PF4|APP	HNSC
HALLMARK	HALLMARK_APICAL_JUNCTION	0.008500026	0.024062309	0.380730401	0.325134508	1.390621684	126	LAMA3|JAM3|TJP1|MYL9|VWF|CDH6|FBN1|GNAI1|NECTIN1|CRAT|CADM2|CLDN5|ACTB|CERCAM|ZYX|MYH9|RHOF|TMEM8B|CD99|VCL|ACTG1|MDK|FLNC|CTNND1|TSPAN4|SRC|ITGB1|ACTN4|SYK|CD34|PARVA|GAMT|ICAM5|YWHAH|EXOC4|RRAS|MAP4K2|PKD1|CTNNA1|ACTN1|ADAM9|AKT2	HNSC
HALLMARK	HALLMARK_APICAL_SURFACE	0.169230769	0.302197802	0.130105631	-0.47424262	-1.295321637	26	PLAUR|MAL|IL2RG|GATA3|AFAP1L2	HNSC
HALLMARK	HALLMARK_APOPTOSIS	0.008662431	0.024062309	0.380730401	-0.423505341	-1.495785568	138	IER3|GADD45B|DDIT3|JUN|PMAIP1|FAS|CD69|CD14|LEF1|EGR3|CD44|CTH|BCL2L11|IGF2R|CD2|CDKN1B|CAV1|TAP1|ETF1|PPT1|BTG2|ISG20|IFNGR1|TIMP2|IRF1|MCL1|IL1B|EBP|EREG|TXNIP|LGALS3|HMGB2|RHOB|RARA	HNSC
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.24270557	0.340723527	0.096562955	-0.357533161	-1.152151957	68	AQP9|ABCA1|KLF1|DHCR24|CYP27A1|SLC22A18|LCK|IDI1|PEX16|PNPLA8|PECR|HSD17B11|AR	HNSC
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.230458221	0.340723527	0.100633389	-0.368821203	-1.172415089	63	PLAUR|NFIL3|PNRC1|ATF5|GLDC|IDI1|EBP|LGALS3|NSDHL|ACAT2|MVD|SCD|ABCA2|TP53INP1|ALDOC|FBXO6|TM7SF2|S100A11|PLSCR1|ATF3|FDFT1|STX5|HMGCR|LDLR	HNSC
HALLMARK	HALLMARK_COAGULATION	0.032917238	0.078374377	0.321775918	0.338462245	1.307131121	73	ITGB3|TIMP3|GSN|VWF|RAPGEF3|MMP1|FBN1|F8|THBS1|CLU|CASP9|MMP8|C3|A2M|CD9|KLF7|PF4|PLEK|HTRA1|CSRP1|GP1BA|SPARC|PROS1|USP11	HNSC
HALLMARK	HALLMARK_COMPLEMENT	0.006818248	0.021307024	0.407017919	-0.408616008	-1.456983166	155	PLAUR|CXCL1|MAFF|TNFAIP3|CEBPB|FCN1|ERAP2|SERPINA1|HSPA5|SPOCK2|CPM|TFPI2|CTSS|F5|CTSH|S100A12|PLA2G7|FN1|TIMP2|IRF1|S100A9|RCE1|CTSL|LCK|GATA3|DPP4|CTSB|RASGRP1|CDA|PIM1|C1QA	HNSC
HALLMARK	HALLMARK_DNA_REPAIR	0.991812865	0.995464853	0.019379465	-0.18308252	-0.648103159	140	PDE4B|ELL|STX3|POLR2J|CDA|NT5C|NME3|GUK1|PNP|MRPL40|RPA3|GTF2B|POLR2I|POLE4|SNAPC5|ALYREF|MPG|CSTF3|DCTN4|POLD3|GTF2F1|APRT|DUT|RBX1|PCNA|ERCC8|CANT1|EDF1|GTF2H5|CLP1|IMPDH2|POLR2K|EIF1B|TAF12	HNSC
HALLMARK	HALLMARK_E2F_TARGETS	0.978482446	0.995464853	0.018167495	-0.194100792	-0.703580409	186	POP7|MYBL2|TFRC|ESPL1|CDKN1B|UBE2S|MCM2|MYC|BIRC5|CKS1B|GSPT1|PA2G4|HMGB2|MCM6|CKS2|DCK|EXOSC8|RPA3|MXD3|AURKB|HMGA1|CDKN2A|POLE4|MAD2L1|CDC25B|POLD3|LBR|EIF2S1|DUT|PCNA|CDC20|RANBP1|RAN|CDKN1A|CCNE1|PPM1D|TOP2A|PHF5A|MCM7|NASP|ING3|RAD21|PNN|LYAR|CDKN3|CHEK1|HNRNPD|CDCA8|SNRPB|DDX39A|POLD2|HUS1|HMGB3|XRCC6|RPA2|TACC3|SSRP1|CDK4|SLBP|DEK|JPT1|ANP32E	HNSC
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.050847458	0.105932203	0.219250347	-0.400454032	-1.385954333	112	CXCL8|PLAUR|VEGFA|AREG|CXCL1|GADD45B|JUN|TNFAIP3|FAS|ANPEP|SLC6A8|BASP1|VCAN|NT5E|FZD8|GLIPR1|TFPI2|CD44	HNSC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.046948357	0.102061645	0.224966094	-0.388051576	-1.363457902	131	FOS|AREG|PMAIP1|TOB1|CHPT1|KLF10|AQP3|FCMR|BHLHE40|TBC1D30|EGR3|TJP3|CD44|LRIG1|XBP1|REEP1|FHL2|NXT1|SLC2A1|SEC14L2|BLVRB|RASGRP1|MYC|BCL11B|FKBP4|HES1|RARA|AR|SLC7A5|BAG1|GAB2|PRSS23|SCARB1|SYNGR1|ADCY9|BCL2|RETREG1	HNSC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.098224852	0.188893946	0.152144922	-0.363236687	-1.271633057	127	FOS|AREG|ZFP36|DUSP2|TOB1|CHPT1|SERPINA1|CHST8|TFPI2|EGR3|TJP3|CD44|LARGE1|CAV1|ISG20|XBP1|CDH1|S100A9|NXT1|ST6GALNAC2|BLVRB	HNSC
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.243243243	0.340723527	0.089436683	-0.325263296	-1.141585283	123	G0S2|CA4|DHCR24|OSTC|UBE2L6|CPOX|IDI1|KMT5A|GABARAPL1|S100A10|HSD17B11|NSDHL|ACAT2|CPT2|ACOT2|CD1D|ECI2|LDHA|SDHD|SERINC1|SUCLG2|ERP29|APEX1|HSD17B10|IDH3B|ACADS|HSPH1|TP53INP2	HNSC
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.257627119	0.340723527	0.084074558	-0.306560491	-1.111419754	185	BCL3|MARCKS|ATF5|MYBL2|E2F1|E2F2|ESPL1|SLC38A1|CDKN1B|TFDP1|KMT5A|UBE2S|CCNT1|MCM2|MYC|BIRC5|CKS1B|SAP30|GSPT1|TLE3|MCM6|CKS2|SLC7A5|FBXO5|PRMT5|FOXN3|AURKB|TRAIP|HMGA1|CCNA2|TTK|MAD2L1|CDC25B|HSPA8|TROAP|HIF1A|LBR|HMGN2|CBX1|CDC20|SLC7A1|CENPF|NUP50|UCK2|CUL4A|TOP2A|NDC80|NASP|RAD21|PRC1|CDKN3|MAP3K20|CHEK1|TOP1|HNRNPD	HNSC
HALLMARK	HALLMARK_GLYCOLYSIS	0.005615377	0.018717925	0.407017919	-0.433904773	-1.532515498	138	CXCR4|VEGFA|IER3|DDIT4|DPYSL4|DSC2|VCAN|NT5E|HSPA5|IL13RA1|MXI1|RRAGD|ERO1A|CD44|CTH|GCLC|ALDOB|B3GALT6|ISG20|P4HA1|AGL|IRS2|TGFBI|SAP30|FKBP4|FAM162A|NSDHL	HNSC
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.232835821	0.340723527	0.106323256	-0.455740643	-1.217368753	22	VEGFA|ACHE|NRP2	HNSC
HALLMARK	HALLMARK_HEME_METABOLISM	1.36E-08	1.13E-07	0.747739663	-0.559872015	-2.025828849	176	MYL4|RAP1GAP|ALAS2|SLC22A4|SLC6A8|HBB|SELENBP1|AHSP|CA1|SLC6A9|EPB42|GYPC|AQP3|KLF1|HBD|MXI1|SLC25A37|BPGM|HMBS|KEL|PRDX2|FECH|HAGH|GYPA|SLC4A1|E2F2|SPTA1|TFRC|HTATIP2|RAD23A|GCLC|CIR1|CLIC2|GYPB|GLRX5|BTG2|RANBP10|RNF123|ELL2|FOXO3|CPOX|SLC25A38|SLC2A1|ABCG2|OSBP2|CTSB|NARF|BLVRB|TSPAN5|MOSPD1|ACP5|MFHAS1|USP15|SLC30A1|ADD2|RBM38|BNIP3L|DCUN1D1	HNSC
HALLMARK	HALLMARK_HYPOXIA	3.38E-11	5.63E-10	0.851339057	-0.643684401	-2.273439658	138	PLAUR|ADM|CXCR4|VEGFA|FOS|IER3|DDIT3|JUN|DUSP1|MAFF|DDIT4|ZFP36|DPYSL4|TNFAIP3|NFIL3|SELENBP1|PNRC1|GAA|FOSL2|JMJD6|PYGM|HSPA5|PPP1R15A|PFKFB3|BHLHE40|MXI1|RRAGD|ILVBL|ERO1A|NOCT|BTG1|ALDOB|CDKN1B|LARGE1|CAV1|TPD52|B3GALT6|ISG20|FOXO3|P4HA1|SLC2A1|IRS2|TGFBI|KLF6|SAP30|PIM1	HNSC
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	9.72E-06	6.08E-05	0.593325476	-0.476225848	-1.836825094	157	GADD45B|TNFRSF1B|IL1R2|NFKBIZ|CKAP4|CD83|MAFF|NFIL3|SELL|FGL2|CXCL10|BHLHE40|AGER|SMPDL3A|CD44|SYNGR2|CD86|CCNE1|IGF2R|MXD1|P2RX4|SLC1A5|CSF1|IL4R|CD48|CTSZ|RRAGD|NT5E|LTB|LRIG1|GPR65|RHOB|PLAGL1|CAPG|IFNGR1|TRAF1|TNFSF10|PTCH1|IL10RA|IKZF2|KLF6|XBP1|PIM1|ARL4A	KIRC
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	1.06E-05	6.64E-05	0.593325476	-0.599621933	-2.11543629	67	JUN|CXCL1|CSF3R|TNFRSF1B|IL1R2|FAS|IL2RG|SOCS3|CSF2RB|IL13RA1|CSF1|CXCL10|TLR2|IL4R|CD44|IFNGR2|IL12RB1|CCR1|IRF1|CSF2RA|STAT1|TNFRSF1A|PIM1|ITGA4|PIK3R5|IFNGR1|IFNAR1|CD14|LTB|CD38|IL10RB	CHOL
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	1.48E-05	6.74E-05	0.593325476	-0.529036283	-1.971266519	89	SELL|IFITM1|CSF1|ISG15|CXCL10|LPAR6|CMPK2|OASL|CCRL2|IFIT2|RSAD2|MX1|IFI44L|IRF7|IFIT3|BST2|IL4R|CD74|RIPK2|IL15|GBP2|IRF1|CASP1|NUB1|TXNIP|OAS1|SP110|IFI44|TAP1|NMI	DLBC
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	1.28E-05	0.000106899	0.593325476	-0.446243443	-1.860085776	180	ICAM1|NFKBIA|PTGS2|FPR1|TNFAIP3|SOCS3|TNFAIP6|FAS|PDE4B|CSF2RB|NAMPT|FGL2|SECTM1|PELI1|FCGR1A|IL4R|CD74|EIF4E3|ARID5B|RIPK2|XAF1|ITGB7|TAP1|TNFAIP2|BTG1|IL18BP|SP110|CD86|IL15RA|ISG20|SLAMF7|HIF1A|HLA-DMA|NMI|IL15|TXNIP|PNPT1|IL10RA|IFNAR2|BPGM|PLA2G4A	LIHC
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	2.49E-05	0.000124679	0.575610261	-0.545649862	-1.974809835	90	SELL|IFITM1|ISG15|CXCL10|CMPK2|OASL|CD74|RIPK2|BATF2|TAP1|RSAD2|CSF1|IL4R|IRF7|SP110|LY6E|IFIT2|IFIT3|MX1|IRF1|GBP2|LPAR6|SLC25A28|ISG20|RTP4|OAS1|NUB1|DHX58|SAMD9L|UBE2L6|IL15|PARP9|PSME2|CASP1|RNF31|IFIH1|PARP12|IFI35|TRIM26|EIF2AK2|GBP4|PSMB9|MVB12A|IFI44	KIRC
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.053134314	0.106268628	0.321775918	0.357703646	1.338503599	61	IGFBP2|KCNMB1|TEX15|RYR2|SNN|IFI44L|IDUA|SYNPO|GP1BA|KMT2D|KRT5|PTPRJ|YPEL1|TGFB2|GAMT|THRB|EGF|ZBTB16|RYR1|PDK2	HNSC
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	5.52E-09	5.52E-08	0.761460801	-0.604116375	-2.114913994	127	G0S2|PLAU|PLAUR|CXCR4|PTGS2|ADAM8|TNFRSF1B|TNFAIP3|TLR8|IL7R|SLPI|PLEK2|GYPC|TRIB1|IL2RG|PPP1R15A|MMP9|KCNN4|CXCL10|RELN|LAT2|BPGM|CTSS|ITGB2|PCSK1N|ERO1A	HNSC
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.000711176	0.003232619	0.477270815	0.316639585	1.427205671	194	SORBS2|FLNB|GSN|MYO1E|SPTBN1|FARP1|FLNA|CNTROB|MYH9|RHOF|ARHGAP29|VCL|KIF3C|SYNPO|SPTAN1|DST|DYNLL2|CDC42EP4|CDC42EP2|ALS2|TRIO|CTTN|ACTN4|CCNB2|KLC1|ABR|BCAR1|NOTCH2|TUBGCP6|FGD4|TUBGCP5|CLIP2|ARHGAP27|EPB41L2|DYNC1H1|PKD2|PALLD|BUB1|ARHGEF12|ITSN1|HDAC6|CLASP1|AKAP13|KIF23|ABL1|RASAL2|RAB3GAP1|MAPRE1|TLK1|CCDC88A|NET1|RABGAP1|FGD6|SAC3D1|CEP250|FSCN1|DOCK4|ARAP3|DOCK2|NUMA1|ECT2	HNSC
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.002032186	0.007816102	0.431707696	-0.419303509	-1.51546491	183	CXCR4|DDIT3|DDIT4|NFIL3|FGL2|HSPA5|PPP1R15A|NAMPT|BHLHE40|DHCR24|HMBS|ITGB2|ERO1A|CTH|CFP|TFRC|GCLC|SDF2L1|NUFIP1|ETF1|BTG2|XBP1|NFKBIB|INSIG1|ELOVL6|P4HA1|SLC1A5|IDI1|SLC2A1|MCM2|EBP|PPA1|FKBP2|PNP|SLC7A5|GLRX|PNO1|HK2|LDHA|UBE2D3|SCD	HNSC
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.003460251	0.012358039	0.431707696	-0.409197946	-1.483268846	186	RPL6|RPL22|RPS6|RPS3|HDDC2|TFDP1|SNRPD2|ETF1|EEF1B2|RPS5|RPL18|CNBP|RACK1|MCM2|MYC|RPL34|RPS2|GSPT1|RPLP0|RPL14|PA2G4|FBL|SNRPA|MCM6|SRSF7|CBX3|MRPL23|PSMB3|NPM1|SRSF3|LDHA|CCNA2|HNRNPA1|RSL1D1|VDAC3|EIF3D|PABPC4|APEX1|MAD2L1|SSBP1|RNPS1|C1QBP|XPOT|HSP90AB1|EIF2S1|DUT|VDAC1|PHB2|PCNA|CDC20|RANBP1|SF3A1|DDX21|PRPF31|IMPDH2|GLO1|RAN|TUFM|MCM7|HSPD1|CCT2|HNRNPD|SERBP1|PSMB2|PSMD8|ILF2|POLD2|SRPK1|EIF3B|LSM2|SNRPB2|ABCE1|XRCC6|HSPE1|SRM|CYC1|PWP1|CDK4|DEK|CUL1|TRA2B|PSMD7	HNSC
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.190540541	0.328518173	0.112843356	-0.388889745	-1.216578497	53	DUSP2|SLC19A1|NDUFAF4|WDR74|MYC|PA2G4|CBX3|NPM1|HK2|SUPV3L1	HNSC
HALLMARK	HALLMARK_MYOGENESIS	0.258949881	0.340723527	0.086794976	-0.323196194	-1.124715654	115	MYL4|GADD45B|CFD|ACHE|SLC6A8|KLF5|GAA|PYGM|BHLHE40|VIPR1|AEBP1|NOTCH1|PVALB|KCNH2|LARGE1|REEP1|SYNGR2|AGL|MYOM2	HNSC
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.501538462	0.61163227	0.06568136	-0.351161237	-0.959143547	26	DLL1|FZD5|NOTCH1|MAML2|SAP30|HES1|LFNG	HNSC
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.995464853	0.995464853	0.017076345	-0.179583257	-0.649800191	176	ATP6V0B|MRPL11|POR|SLC25A6|MRPS30|ACADSB|MRPS15|COX7C|MRPL34|CYB5A|SUPV3L1|LDHA|SDHD|GRPEL1|COX4I1|TCIRG1|VDAC3|OXA1L|HSD17B10|TIMM10|TIMM13|UQCRB|NDUFS6|PDP1|IDH3B|OAT|UQCRFS1|VDAC1|PHB2|COX5B|NDUFS8|DLD|LDHB|UQCRQ|MTRF1|NDUFA9|MDH1|COX7A2L|NDUFV1|ECHS1|COX11|MTRR|BAX|NDUFB1|IDH3G|RETSAT|HADHA|COX6C|MRPS11|NDUFA3|UQCRC2|HCCS|UQCRC1|COX7A2|NDUFB7|TOMM22|ACO2|CYC1|ETFA|ETFB|ECH1|NDUFA2	HNSC
HALLMARK	HALLMARK_P53_PATHWAY	0.000376613	0.001883065	0.498493109	-0.475139731	-1.704294141	160	FOS|PLK3|IER3|DDIT3|JUN|DDIT4|FAS|TOB1|PPP1R15A|NINJ1|ZFP36L1|TM4SF1|MXD1|SERTAD3|TCN2|GM2A|NOTCH1|TCHH|MKNK2|BTG1|TSPYL2|CTSF|RPS12|TAP1|BTG2|RPL18|IER5|FOXO3|CDKN2B|RACK1|RALGDS|UPP1|NUDT15|S100A10|TXNIP|CCNK|FAM162A|RNF19B|RPL36|HINT1	HNSC
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.905013193	0.962779992	0.063219117	0.248654298	0.649189661	13	STXBP1|SPCS1|LMO2|MAFB|VDR|AKT3|SRP9|SRP14	HNSC
HALLMARK	HALLMARK_PEROXISOME	0.205607477	0.340723527	0.213927855	0.290881566	1.147978292	81	DLG4|CRAT|CLN8|PEX11B|ALB|ACOX1|SLC23A2|CLN6|ACSL4|SLC25A4|RDH11|HSD17B4|YWHAH|PEX5|ABCD1|SLC35B2|ABCB4|PEX6|MLYCD|ISOC1|ALDH9A1|IDH2|CTPS1|STS|ELOVL5|IDH1|SLC25A17	HNSC
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.119047619	0.220458554	0.14122512	-0.383519928	-1.278755109	92	CXCR4|DDIT3|IL2RG|CAMK4|E2F1|THEM4|MKNK2|CDKN1B|ECSIT|NFKBIB|LCK|SLC2A1|TNFRSF1A	HNSC
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.764705882	0.868983957	0.106323256	0.2169719	0.873486805	88	SNAP23|SCRN1|CLCN3|DST|BNIP3|ADAM10|DNM1L|GNAS|ARF1|AP1G1|MON2|CLTC|SEC22B|KRT18|LMAN1|VAMP3|OCRL|AP2M1|LAMP2|TMX1|ARFGEF2|COPB2|MAPK1|COPB1|NAPA|RAB22A|VPS45	HNSC
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.706703911	0.832648299	0.045134422	-0.273333949	-0.840581857	47	JUNB|PRDX2|GCLC|SELENOS|GLRX|LSP1|GLRX2|SBNO2|MGST1|IPCEF1|SRXN1	HNSC
HALLMARK	HALLMARK_SPERMATOGENESIS	0.826259947	0.898643035	0.035542021	-0.241726919	-0.778965907	68	SHE|CAMK4|PCSK1N|ZPBP|ARL4A	HNSC
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.371866295	0.476751661	0.075694631	-0.344764889	-1.063948479	50	JUNB|LTBP2|KLF10|PPP1R15A|IFNGR2|TGIF1|TGFBR1|CDH1	HNSC
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	3.90E-30	1.95E-28	1.424562716	-0.77233272	-2.773485528	163	G0S2|PLAU|PLAUR|TUBB2A|ICAM1|FOSB|VEGFA|FOS|IER3|BCL3|AREG|CXCL1|GADD45B|ZC3H12A|NFKBIA|JUN|DUSP1|CD83|MAFF|NR4A2|ZFP36|PTGS2|TNFAIP3|PER1|DUSP2|NFIL3|SOCS3|PNRC1|DUSP4|BCL2A1|EGR1|LAMB3|JUNB|IL7R|TNFAIP6|MARCKS|ABCA1|CEBPB|PDE4B|KLF10|FOSL2|TRIB1|PPP1R15A|PFKFB3|NINJ1|CD69|NAMPT|BHLHE40|GPR183|TLR2|BCL6|MXD1|CXCL10|IFNGR2|TGIF1|EGR3|PTGER4|SLC16A6|RELB|CD44|EGR2|BTG1|CSF1|IER2|RIPK2|B4GALT5|CCNL1|NFKBIE|KLF2|REL|TNFAIP2|TAP1|BTG2|LITAF|FOSL1|IER5|CCRL2|IRF1|MCL1|IL1B|IRS2	HNSC
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.037128713	0.084383438	0.261663522	-0.420584746	-1.420924308	98	TUBB2A|VEGFA|DDIT4|DNAJB9|CEBPB|HSPA5|ERO1A|TSPYL2|XBP1|CKS1B|DNAJA4|RPS14|EEF2|SLC7A5|LSM4|BAG3|NPM1|ALDH18A1	HNSC
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.227272727	0.340723527	0.224966094	0.264001126	1.11872415	112	ITGB3|NRP1|TJP1|MGLL|PLPP3|IGFBP5|PRKAR2B|MAP1B|GRK5|MT1E|COL1A1|ERBB2|LTBP1|ARHGEF9|INPP4B|PRKCA|KALRN|ID1|NOTCH2|ATP2C1|NFIB|PLCB4|GCNT1|DLC1|CELF2|COL1A2|DDAH1	HNSC
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.001249453	0.005206053	0.455059867	-0.47365399	-1.658572389	122	ICAM1|FOSB|FOS|NFKBIA|SLC6A8|JUNB|AQP3|GRINA|DNAJB1|SIGMAR1|TCHH|BTG1|BCL2L11|TFRC|CDC34|KCNH2|TAP1|PPT1|BTG2|CREG1|IRF1|CDKN2B|EIF2S3|RASGRP1|FKBP4|ARRB2|PPP1R2|RHOB|NR4A1	HNSC
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.258928571	0.340723527	0.09957912	-0.397617293	-1.149484973	34	DLL1|FZD8|LEF1|TCF7|NOTCH1	HNSC
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.394581861	0.493227326	0.064358337	-0.297365577	-1.041089672	128	RAP1GAP|FAS|HES6|AQP9|PYCR1|NINJ1|CYP27A1|GCLC|PEMT|ALDH2|SLC1A5|POR|SLC12A4|BLVRB|TNFRSF1A|CDA|GABARAPL1|UPP1	HNSC
HALLMARK	HALLMARK_ADIPOGENESIS	0.033740255	0.062481953	0.321775918	0.302756775	1.292150254	176	FABP4|CYP4B1|LPL|SPARCL1|COL15A1|CAVIN1|LAMA4|LIFR|DHCR7|SNCG|ME1|PHLDB1|LTC4S|DNAJC15|GPX3|PPARG|COL4A1|MGLL|ENPP2|UCP2|RNF11|ACOX1|CRAT|DHRS7B|ADCY6|GPD2|YWHAG|CD151|PGM1|STOM|LIPE|CAVIN2	KIRC
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	1.63E-14	2.72E-13	0.975994683	-0.618937937	-2.387272215	157	ICAM1|BCL3|CD8B|CD8A|CD3G|FAS|CD7|ACHE|TRAT1|CD3D|CD3E|CD79A|IL2RG|CTSS|IFNGR2|CFP|TLR2|HLA-DMB|DYRK3|ITGB2|MMP9|CD2|CD74|CD86|RIPK2|CCR1|FCGR2B|CDKN2A|PTPRC|LY86|TAP1|IGSF6|UBE2D1|HLA-DMA|CSF1|IL4R|IRF7|SPI1|IL1B|FGR|LCK|RPS9|LTB|GPR65|RPL9|CD247|NLRP3|SIT1|GBP2|CCR5|STAT1|CAPG|IFNGR1|NCF4|HLA-DRA|KRT1|RPS3A|CRTAM|BCL10|RPS19|CD4|EREG|RPL39|TPD52|EIF5A|CD96|TAPBP|IL18RAP|IL15|ITK|PSMB10|TLR1	KIRC
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.368115942	0.497453976	0.119887845	0.267974698	1.033074794	85	PTPN21|LIFR|ADAMTS1|PMEPA1|CCND1|AKAP12|PGM3|CDC14B|ITGAV|GPD1L|INPP4B|SAT1|NDRG1|MAP7|NCOA4|ABCC4|SPCS3|ACTN1	KIRC
HALLMARK	HALLMARK_ANGIOGENESIS	0.042799528	0.07379229	0.321775918	0.530268098	1.498285803	23	LPL|FSTL1|JAG2|SLCO2A1|JAG1|COL3A1|NRP1|PF4|TIMP1|APP|ITGAV|FGFR1|PDGFA	KIRC
HALLMARK	HALLMARK_APICAL_JUNCTION	0.003646363	0.009115907	0.431707696	0.370952424	1.526304161	131	ACTA1|TJP1|CD34|PARVA|LAMA3|FBN1|MYL9|NRXN2|VWF|MMP2|COL17A1|JAM3|GNAI1|EPB41L2|CADM2|CTNND1|CDH6|ACTB|ZYX|CLDN5|RHOF|PECAM1|MDK|CRAT|ACTG1|ITGB4|CD99|MYH9|VCL|RSU1|ITGA9|ITGB1|LIMA1|NEXN|YWHAH|ACTN4|ADAM9|TSPAN4|FLNC|MYH10	KIRC
HALLMARK	HALLMARK_APICAL_SURFACE	0.047138047	0.078563412	0.271288555	-0.522908539	-1.484061512	26	PLAUR|MAL|IL2RG|SULF2|GATA3	KIRC
HALLMARK	HALLMARK_APOPTOSIS	0.118402282	0.185003566	0.152144922	-0.32128194	-1.227465505	142	IER3|JUN|GADD45B|DDIT3|FAS|PMAIP1|LEF1|CD14|CD44|CD2|BCL2L11|BTG2|TAP1|PPT1|IGF2R|CDKN1B|TIMP2|PPP2R5B|IL1B|IRF1|RHOB|CTH|ISG20|IFNGR1|ETF1|TNFSF10|MCL1|BCL10|EREG|RARA|CD69|CDC25B|BMF|GCH1|EGR3|FDXR|CASP1|HMGB2|DNAJA1|EBP	KIRC
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.399053628	0.525070563	0.078502905	-0.301722623	-1.030228494	69	ABCA1|AQP9|ABCD2|KLF1|SLC22A18|CYP27A1|LCK|ALDH1A1|PEX16|PNPLA8|IDI1|HSD17B11|SLC35B2|FDXR	KIRC
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.427419355	0.534274194	0.105125132	0.278828318	1.003150677	63	LPL|FABP5|DHCR7|JAG1|GSTM2|PPARG|CLU|GNAI1|CD9|SC5D|ACTG1	KIRC
HALLMARK	HALLMARK_COAGULATION	0.004002283	0.009529245	0.407017919	0.439508324	1.658958642	77	MMP1|C1S|A2M|TIMP3|RAPGEF3|HTRA1|FBN1|CFH|VWF|MMP2|SERPING1|F8|CLU|CRIP2|PF4|CSRP1|THBS1|CD9|GP1BA|F12|ITGB3|CASP9|PECAM1|SPARC|TIMP1|PROS1|LGMN|KLF7|MMP8|ADAM9|GP9	KIRC
HALLMARK	HALLMARK_COMPLEMENT	0.011093867	0.025213333	0.380730401	-0.375961043	-1.452308701	158	PLAUR|TNFAIP3|MAFF|CXCL1|SERPINA1|CEBPB|F5|FCN1|HSPA5|CTSS|SPOCK2|DPP4|ERAP2|C1QA|CTSH|TIMP2|TFPI2|RCE1|CTSL|IRF7|PLA2G7|CTSB|GATA3|LCK|C1QC|IRF1|S100A9|C3|KYNU|CPM|CTSO|PRCP|PIK3R5|PIM1|RASGRP1|CD55|CASP5|FDX1|S100A12	KIRC
HALLMARK	HALLMARK_DNA_REPAIR	0.844604317	0.879796163	0.038320578	-0.214869274	-0.817934065	140	PDE4B|ELL|CMPK2|STX3|NME3|GUK1|RPA3|POLE4|GTF2F1|MRPL40|POLR2J|APRT|TAF1C|RNMT|TARBP2|POLR1C|CDA|MPG|TAF9|NT5C|EDF1|ALYREF|GTF2B|SSRP1|ADA|EIF1B|POLL|NELFE|TAF6|ADRM1|ITPA|RFC2|POLR1D|CANT1|RPA2|IMPDH2|SUPT5H	KIRC
HALLMARK	HALLMARK_E2F_TARGETS	0.750348675	0.815596386	0.042331839	-0.222697881	-0.877774553	186	MAD2L1|BIRC5|CDKN2A|CCNE1|CDKN1B|TFRC|MYBL2|UBE2S|HMGB3|PA2G4|PRDX4|MCM6|CKS2|GSPT1|HMGA1|MXD3|RPA3|POLE4|CDC25B|MYC|DDX39A|AURKB|HMGB2|EIF2S1|PLK1|HNRNPD|DCK|ESPL1|KIF22|POP7|CDK4|STMN1|RAN|SSRP1|KIF2C|NBN|LBR|CDCA8|KIF18B|SHMT1|RANBP1|RFC2|RPA2|POLE|CHEK1|SUV39H1|RAD21|PHF5A|CCP110|JPT1|PPM1D|POLD1|TUBG1|ILF3|CDK1|NASP|XRCC6|SPAG5|SNRPB|TBRG4|MKI67|LMNB1|CCNB2|POLD3|DCTPP1|POLD2|MCM2	KIRC
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	2.07E-05	0.000114764	0.575610261	0.453286686	1.845889485	123	DCN|FBLN1|MMP1|IGFBP2|BGN|COL6A3|ABI3BP|FSTL1|TIMP3|MGP|FERMT2|DPYSL3|PDLIM4|SDC4|COL4A2|COL5A1|LAMA3|HTRA1|ENO2|FBN1|IGFBP3|MYL9|PMEPA1|MMP2|ADAM12|IGFBP4|QSOX1|COL4A1|GJA1|COL1A2|COL3A1|TPM1|TAGLN|SNTB1|LOX|MEST|FBLN2|CXCL12|TGM2|CDH6|THBS1|CALD1|CALU|LAMA2|TPM4|ITGB5|ITGB3|COL6A2|SPARC|FLNA|FGF2|VEGFC|TIMP1|ITGAV|ITGB1|NID2	KIRC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.060428792	0.097465793	0.321775918	0.308681755	1.272289034	137	SYBU|MPPED2|PODXL|DHCR7|DEPTOR|ABAT|PPIF|RPS6KA2|IGFBP4|GJA1|PAPSS2|PDLIM3|CELSR2|OLFM1|FOXC1|ENDOD1|CXCL12|TGM2|CCND1|KRT18|FARP1|WWC1|SLC37A1|SLC24A3|FLNB|DLC1|MINDY1|ABCA3|SVIL|GLA|SLC1A1	KIRC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.030509148	0.058671438	0.352487858	0.334350484	1.375703468	131	CPE|ASS1|FABP5|DHCR7|DLG5|PPIF|RPS6KA2|IGFBP4|PAPSS2|CA2|IMPA2|PDLIM3|CELSR2|OLFM1|MEST|FOXC1|SLC2A8|CXCL12|PRKAR2B|CCND1|FARP1|CD9|TSPAN13|SLC24A3|UNC13B|FLNB|MDK|ABCA3|GLA	KIRC
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.611275964	0.727709481	0.089710465	0.227542665	0.930637918	126	AQP7|INMT|ENO2|ME1|LTC4S|MGLL|CA2|ACADVL|CPT1A|PTPRG|MAOA|ACOX1|CEL|PRDX6|CRAT|RDH11|GPD2|PPARA|ALDH9A1|ALDOA|YWHAH|ACSL4|CD36	KIRC
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.027701008	0.055402015	0.352487858	-0.343465991	-1.350503059	184	BCL3|MARCKS|MAD2L1|BIRC5|TFDP1|SLC38A1|E2F1|CDKN1B|ATF5|MYBL2|CCNF|UBE2S|HMGB3|SLC7A1|MCM6|CKS2|SLC7A5|TLE3|GSPT1|HMGA1|PML|CDC25B|MYC|NDC80|CCNA2|DDX39A|AURKB|CUL4A|FOXN3|PLK1|KMT5A|HIRA|HMGN2|BUB3|HSPA8|HNRNPD|DBF4|ESPL1|NEK2|E2F4|KIF22|CDK4|STMN1|KIF2C|LBR|MAP3K20|DTYMK|CENPF|HIF1A|SFPQ|INCENP|NUP50|SMAD3|HNRNPU|RPA2|POLE|CHEK1|SUV39H1|RAD21|CCNT1|CUL3|YTHDC1|E2F2	KIRC
HALLMARK	HALLMARK_GLYCOLYSIS	0.037639671	0.067213698	0.321775918	-0.365777593	-1.39931807	144	IER3|VEGFA|CXCR4|DPYSL4|DSC2|DDIT4|VCAN|ALDOB|MXI1|HSPA5|PC|IL13RA1|ERO1A|CD44|TGFBI|RRAGD|GCLC|NT5E|FKBP4|CTH|ISG20|NSDHL|BPNT1|GNPDA1|GLRX|HAX1|AKR1A1|SLC16A3|CHPF2|HOMER1|HK2|LDHA|ANKZF1|TKTL1|MERTK|FAM162A|CYB5A	KIRC
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.30887372	0.454226059	0.097215081	-0.408136279	-1.110356231	22	VEGFA|ACHE|PTCH1|TLE3|PML|NRP2	KIRC
HALLMARK	HALLMARK_HEME_METABOLISM	2.78E-08	2.78E-07	0.733761988	-0.516084683	-2.020546976	176	ALAS2|RAP1GAP|SLC22A4|SLC6A8|HBB|EPB42|CA1|MXI1|SELENBP1|GYPC|HBD|SLC25A37|AHSP|SLC6A9|PC|KLF1|PRDX2|RANBP10|AQP3|HMBS|SPTA1|SLC4A1|PPOX|BTG2|BPGM|PPP2R5B|HAGH|BLVRB|RAD23A|KEL|GLRX5|TFRC|GCLC|CPOX|CTSB|RNF123|NARF|SLC2A1|SIDT2|ACP5|FECH|C3|ADD2|OSBP2|FOXO3|TSPAN5|CLIC2|ELL2|CIR1|GYPA|SLC25A38|SLC30A1	KIRC
HALLMARK	HALLMARK_HYPOXIA	4.23E-05	0.000192431	0.557332239	-0.474779677	-1.822288042	146	PLAUR|ADM|IER3|VEGFA|CXCR4|JUN|FOS|ZFP36|TNFAIP3|DDIT3|DUSP1|MAFF|DPYSL4|NFIL3|DDIT4|ALDOB|PNRC1|FOSL2|MXI1|HSPA5|SELENBP1|JMJD6|BHLHE40|GAA|PPP1R15A|ERO1A|TGFBI|CDKN1B|PFKFB3|GCNT2|ILVBL|RRAGD|BTG1|SLC2A1|ISG20|FBP1|FOXO3|GLRX	KIRC
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	2.34E-05	0.000176251	0.575610261	-0.571887337	-2.008851879	67	CXCL1|JUN|IL1R2|CSF3R|TNFRSF1B|FAS|CXCL10|CCR1|IL13RA1|IL2RG|CSF2RB|CSF2RA|SOCS3|IFNGR2|IL4R|TLR2|LTB|ITGA4|CD44|TNFRSF1A|CD14|IRF1|CD38|IL1B|IFNAR1|PIK3R5|HAX1|IL12RB1|IL10RB|LTBR|STAT2|IL3RA|PTPN2	ESCA
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	2.53E-05	0.000252768	0.575610261	-0.436845433	-1.815743914	179	ICAM1|TNFAIP3|NFKBIA|CD86|SOCS3|FAS|PDE4B|FPR1|FGL2|PELI1|SECTM1|PTGS2|ARID5B|IL4R|NAMPT|BTG1|CD69|CD74|HLA-DRB1|RIPK2|XAF1|SP110|ISG15|MX1|CSF2RB|CXCL10|FCGR1A|IRF7|BPGM|EIF4E3|ST3GAL5|IL10RA|ISG20|HLA-DMA|ITGB7|HLA-DQA1|TXNIP|TNFAIP2|OASL|ZBP1|NMI|CIITA|SLAMF7|SAMD9L|CASP1|CMPK2|IRF5|USP18|TNFSF10|IFIH1|RSAD2|BST2|IL15|TNFAIP6|IRF8|IFIT1|IFIT3|TRIM26|TAP1|CMKLR1|APOL6|PTPN6|PTPN2|STAT2|PSME2|STAT1|DDX58|CASP3|SAMHD1|MX2|PARP12|HIF1A|IFIT2|CASP7|LCP2|EIF2AK2|IL7|CD38|OAS3|PSMB10|IFI44|IRF1|IFI35|OAS2|SLC25A28|PML	BLCA
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	3.58E-05	0.000255937	0.557332239	-0.576111514	-2.041991267	67	CXCL1|JUN|CSF3R|IL1R2|TNFRSF1B|CXCL10|FAS|SOCS3|CSF2RB|CD14|IFNGR1|CCR1|IL2RG|PDGFC|IL13RA1|TLR2|CD44|TNFRSF1A|IL4R|IFNGR2|ACVR1B|LTBR	PRAD
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	5.40E-05	0.000300136	0.557332239	-0.578798334	-1.93591485	67	CXCL1|JUN|CSF3R|TNFRSF1B|IL1R2|FAS|IL2RG|SOCS3|CXCL10|CCR1|IFNGR1|CSF1|CSF2RB|CD44|TLR2|CD14|IL13RA1|IFNGR2|ACVR1B|PDGFC|STAT1|ITGA4|IL4R|IL1B|LTBR|TNFRSF1A|LTB|IL10RB|IFNAR1	STAD
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	4.85E-05	0.00030342	0.557332239	-0.528701553	-1.909585727	89	CCRL2|SELL|CSF1|ISG15|IFITM1|CD74|LPAR6|RSAD2|CMPK2|RIPK2|IL15|LY6E|IRF7|OASL|TAP1|SP110|CXCL10|ISG20|BST2|IL4R|MX1|NMI	SKCM
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	5.73E-05	0.000238956	0.557332239	0.524797124	1.927024269	67	PKP1|NOS1|IGFBP2|ADRA2C|TCF7L1|SYNPO|RYR2|CELSR2|KCNMB1|TGFB2|SNN|GP1BA|COPZ2|THRB|CACNA1F|YPEL1|RYR1|TCL1A|STAG3|MAGIX|ZBTB16|PTPRJ|BARD1|MFSD6|EGF|IFI44L|VPS50|CCDC106	KIRC
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.000137562	0.000529086	0.518848078	-0.459518473	-1.730273063	132	G0S2|PLAUR|PLAU|CXCR4|PTGS2|TNFRSF1B|TNFAIP3|PLEK2|ADAM8|TRIB1|C3AR1|IL2RG|GYPC|IL7R|CXCL10|CTSS|FUCA1|PPP1R15A|ERO1A|SLPI|ITGB2|KCNN4|MMP9|PCSK1N|TLR8|BPGM	KIRC
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.125	0.189393939	0.237793834	0.263276869	1.140464486	194	SORBS2|ARHGAP29|SYNPO|SPTBN1|EPB41L2|MYO1E|FARP1|RHOF|FLNB|CDC42EP4|FLNA|NET1|ALS2|SPTAN1|MYH9|VCL|FGD4|RASAL2|KIF3C|TUBD1|CTTN|ACTN4|DYNLL2|KIF23|MYH10|PALLD|RAPGEF5|KIF3B|CLASP1|DST|DYNC1H1|SASS6|RABGAP1|KNTC1|CDC42EP1|RAB3GAP1|BCAR1|TLK1|CLIP2|PKD2|ARHGEF12|CNTROB|MAPRE1|YWHAE|TUBGCP5|KIF11|HOOK3|GSN|SAC3D1|CDC27|PCGF5|OPHN1|SSH2|RASA1|BUB1|KIF15|ABR|BRCA2|TBCD|ARHGAP5|ABI1|STK38L	KIRC
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.002723199	0.007166312	0.431707696	-0.386477887	-1.518507842	183	CXCR4|DDIT3|NFIL3|DDIT4|HSPA5|FGL2|BHLHE40|NAMPT|PPP1R15A|CFP|ERO1A|HMBS|ITGB2|BTG2|TM7SF2|ELOVL6|SLC1A5|TRIB3|TFRC|GCLC|CCNF|SLC2A1|SRD5A1|CTH|FKBP2|ETF1|GLRX|SLC7A5|SDF2L1|XBP1|DHFR|HK2|LDHA|IDI1|DDX39A|NFKBIB|TOMM40|SHMT2|INSIG1|FDXR|PSAT1|EBP	KIRC
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.000327641	0.001023879	0.498493109	-0.420831442	-1.658727641	186	MAD2L1|TFDP1|RPL6|PA2G4|RPS6|PRDX4|EEF1B2|RPS3|CNBP|RPS5|RPL22|SNRPA1|RPL34|SNRPD2|RPL18|MCM6|ETF1|RACK1|SNRPA|RPS2|RPL14|SRSF7|PABPC4|GSPT1|FBL|TUFM|MYC|RPLP0|LDHA|CCNA2|PSMB3|NOP16|HNRNPA1|HDDC2|RSL1D1|EIF2S1|MRPL9|SNRPB2|BUB3|NPM1|APEX1|HNRNPD|EIF3D|PWP1|SSBP1|C1QBP|PHB2|PSMD8|HSPD1|PSMB2|CDK4|SRM|XPOT|RAN|CYC1|VDAC1|SRSF3|RNPS1|ERH|SF3A1|CBX3|PSMD7|DDX21|RANBP1|GLO1|PSMD3|HNRNPU|SRPK1|PRPF31|ILF2|IMPDH2|LSM7|EIF3B|HSP90AB1|EIF4H|PCBP1|SSB|STARD7|PPM1G|MRPL23	KIRC
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.019245617	0.041838298	0.352487858	-0.473742189	-1.535151631	53	DUSP2|SLC19A1|PA2G4|WDR74|HK2|MYC|NOP16|PLK1|NOC4L|NOP2|NPM1|NDUFAF4|HSPD1|CDK4|SRM|SORD|RABEPK|PUS1|IMP4|CBX3|SUPV3L1	KIRC
HALLMARK	HALLMARK_MYOGENESIS	1.50E-06	1.07E-05	0.643551836	0.488371156	1.997413169	126	ACTA1|NOS1|PTGIS|TNNT3|COL6A3|COL15A1|CDH13|IGFBP7|COX7A1|COL4A2|IGFBP3|APLNR|TEAD4|ADAM12|GJA5|GPX3|CLU|TNNC2|TNNT1|COL3A1|MAPK12|TAGLN|MYH11|MYL4|WWTR1|MYO1C|LAMA2|ITGB5|MYOM2|CRAT|PFKM|COL6A2|ITGB4|SPARC|GNAO1|PDLIM7|SVIL|NQO1|FGF2|RYR1|DTNA|SPTAN1|MYH9|APP|PVALB|ITGB1|MEF2C|PDE4DIP|FHL1	KIRC
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.426644182	0.534274194	0.078502905	-0.356441343	-1.017241205	27	DLL1|FZD5|NOTCH1|MAML2|LFNG	KIRC
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.844228095	0.879796163	0.036761955	-0.213092039	-0.836147741	178	POR|TCIRG1|ATP6V0B|OXA1L|SLC25A6|MRPS15|FDX1|COX5B|COX4I1|LDHA|UQCRFS1|CYB5A|TOMM22|TIMM13|MRPL11|LDHB|ACO2|ACAA1|MRPS12|MRPS30|COX7C|IDH3G|GRPEL1|UQCRC1|UQCRB|PHB2|NDUFA3|NDUFA2|SUCLG1|HSD17B10|MRPS11|CYC1|VDAC1|UQCRQ|COX7A2L|PDP1|SDHD|HADHA|SUPV3L1|NDUFS6|MDH1|SDHB|NDUFB5|TIMM9|OAT|COX6C|HCCS|TIMM17A|MRPS22|NDUFS3|COX8A|ATP1B1|COX7A2|NDUFV1|NDUFB7|ACADSB|CASP7|BAX|ETFB|ALAS1|ECHS1|CS|DLD|HSPA9|TIMM10|MRPL34|DECR1|SURF1|IDH3B|ETFDH|SLC25A5|PMPCA|IDH3A|PRDX3	KIRC
HALLMARK	HALLMARK_P53_PATHWAY	0.000216825	0.000728287	0.518848078	-0.44300727	-1.72421776	164	IER3|PLK3|JUN|FOS|DDIT3|FAS|DDIT4|TOB1|NINJ1|ZFP36L1|TCN2|SERTAD3|FUCA1|PPP1R15A|GM2A|BLCAP|CDKN2A|MKNK2|BTG2|TAP1|NOTCH1|MXD1|TRIB3|RPS12|IER5|BTG1|RAD9A|RPL18|RPL36|RACK1|FOXO3|EPS8L2|RALGDS|HINT1|TSPYL2|TM4SF1|RHBDF2|PIDD1|CDKN2B|SLC3A2|CCNK|ACVR1B|FAM162A|UPP1|HSPA4L|BAK1|FDXR|DGKA|CASP1|LDHB|NOL8|RAB40C|KLF4|NUDT15|CD81|CTSF|S100A4	KIRC
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.65840708	0.748189863	0.059348768	-0.361115677	-0.862238278	13	DPP4|SRPRB	KIRC
HALLMARK	HALLMARK_PEROXISOME	0.990909091	0.990909091	0.033235931	-0.173882419	-0.61463939	80	ALB|ABCD2|ALDH1A1|CNBP|PEX14|BCL10|ITGB1BP1|IDI1|HSD17B11|SLC35B2|ACAA1	KIRC
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.026196848	0.054576766	0.352487858	-0.41001777	-1.481357193	91	CXCR4|DDIT3|IL2RG|CAMK4|MKNK2|E2F1|CDKN1B|THEM4|TRIB3|LCK|SLC2A1|TNFRSF1A	KIRC
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.902941176	0.921368547	0.068632563	0.205315085	0.796367578	88	AP1G1|KRT18|SNAP23|CLCN3|OCRL|GLA|BNIP3|ARF1|DNM1L|ADAM10|GNAS|DST|SCRN1|TMX1|TOM1L1|SCAMP1|VAMP3|COPB1|VAMP7|BET1|AP2M1|YIPF6|ARFGEF2|ATP7A|SGMS1|MON2|LAMP2|SOD1|AP2S1|COPB2|NAPA|CLTC|GOLGA4|RAB14|SEC31A|CTSC|MAPK1|RAB22A|NAPG|LMAN1|ARFIP1|AP3S1|ARFGEF1|COG2	KIRC
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.630718954	0.733394133	0.057609111	-0.282677955	-0.890964009	48	JUNB|SELENOS|PRDX2|GCLC|PRDX4|GLRX	KIRC
HALLMARK	HALLMARK_SPERMATOGENESIS	0.706521739	0.785024155	0.077073673	0.237200827	0.878038017	70	NOS1|ACE|JAM3|NPHP1|SLC12A2|SLC2A5|HSPA1L|MAP7|GSTM3|ALOX15|IFT88	KIRC
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.359897172	0.497453976	0.113312908	0.308891506	1.060351399	50	TJP1|PMEPA1|ID1|SPTBN1|WWTR1|THBS1|ACVR1|LTBP2|SMAD1|ENG|RAB31|FKBP1A	KIRC
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	1.32E-28	6.58E-27	1.387746083	-0.735866835	-2.864049308	164	G0S2|PLAUR|FOSB|ICAM1|PLAU|IER3|BCL3|VEGFA|JUN|FOS|ZC3H12A|PTGS2|GADD45B|TNFAIP6|NFKBIA|ZFP36|TNFAIP3|DUSP1|DUSP2|CD83|MAFF|DUSP4|CXCL1|NFIL3|BCL2A1|TUBB2A|ABCA1|NR4A2|CEBPB|JUNB|SOCS3|TRIB1|PDE4B|PER1|MARCKS|PNRC1|FOSL2|CCNL1|IL7R|AREG|CXCL10|EGR1|BHLHE40|NINJ1|IER2|NAMPT|GPR183|IFNGR2|PTGER4|PPP1R15A|TLR2|CD44|LAMB3|BCL6|RIPK2|TGIF1|NFKBIE|BTG2|SLC16A6|TAP1|NR4A1|MXD1|PFKFB3|KLF10|RELB|CSF1|TNFAIP2|EGR2|IL1B|KLF2|IER5|IFIT2|BTG1|LITAF|IRF1|RHOB|B4GALT5|TRAF1|KYNU|SERPINB8|MCL1|KLF6|REL|TNIP1	KIRC
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.000522386	0.00153643	0.477270815	-0.471349808	-1.729859686	99	VEGFA|DNAJB9|TUBB2A|DDIT4|CEBPB|HSPA5|ERO1A|SRPRB|NABP1|EIF2AK3|HERPUD1|RPS14|SLC7A5|TSPYL2|XBP1|YIF1A|EEF2|DNAJA4|EIF4EBP1|EXOSC9|PSAT1|EIF2S1|PREB|HSP90B1|NPM1|HYOU1|LSM4|ATF3|ALDH18A1|NFYA|IFIT1|XPOT	KIRC
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.001980408	0.005501133	0.431707696	0.386329505	1.551755307	117	TJP1|PTPN21|EFEMP1|PTPRM|ID1|RBPMS|PPARG|GJA1|COL1A2|COL3A1|NRP1|MGLL|ADGRL2|MET|PRKAR2B|IGFBP5|ERBB2|MAP1B|ITGB3|DLC1|ARHGEF9|GRK5|KALRN|LAMC1|INPP4B|CELF2|NFIB|WDR37|BDNF|LTBP1	KIRC
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.000218486	0.000728287	0.518848078	-0.468664227	-1.755354062	124	FOSB|ICAM1|FOS|NFKBIA|JUNB|SLC6A8|GRINA|KCNH2|SIGMAR1|AQP3|BCL2L11|CCNE1|DNAJB1|BTG2|TAP1|PPT1|NR4A1|CDC34|TFRC|MGAT1|EIF2S3|BTG1|DGAT1|CREG1|IRF1|RHOB|FKBP4|ARRB2|NXF1|RASGRP1|HSPA13|CDKN2B|PLCL1|GCH1|TGFBRAP1|PPP1R2|BSG|BAK1|DNAJA1|HLA-F|ACAA1	KIRC
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.540740741	0.659439928	0.086286563	0.297283392	0.940057987	35	JAG2|JAG1|GNAI1|HEY1|NOTCH4|FZD1	KIRC
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.34375	0.491071429	0.083363407	-0.280686784	-1.056640344	130	RAP1GAP|HES6|FAS|AQP9|ABCD2|NINJ1|PC|POR|CES1|SLC1A5|PYCR1|BLVRB|CYP27A1|GCNT2|GCLC|ALDH2|TNFRSF1A|FBP1|KYNU|PEMT|SLC12A4|PSMB10|GABARAPL1|SERTAD1|CYB5A|SHMT2|UPP1|GCH1|SERPINE1|PINK1|AHCY|ACO2|SAR1B|CDA|ENTPD5	KIRC
HALLMARK	HALLMARK_ADIPOGENESIS	0.002903057	0.010198138	0.431707696	0.373261906	1.510560978	174	DHCR7|COL15A1|FABP4|APOE|PHLDB1|SPARCL1|SNCG|C3|LPL|COL4A1|LTC4S|CAVIN1|PPARG|CD151|SORBS1|LIFR|LAMA4|MGLL|ME1|SOWAHC|CRAT|GPX3|UCP2|HSPB8|STOM|DNAJC15|UCK1|GBE1|PGM1|ALDOA|RNF11|YWHAG|LPCAT3|TST|ACOX1|ARAF|ADIPOR2|ESRRA|PFKL|MIGA2|LIPE|FAH|SLC25A1	LIHC
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	3.81E-10	6.36E-09	0.814035838	-0.564755594	-2.312127263	157	ICAM1|BCL3|TRAT1|CD8B|FAS|CD3E|CD3D|CD8A|CD3G|MMP9|CD7|IL2RG|CCR1|CTSS|TLR2|ITGB2|PTPRC|IL4R|CD79A|IFNGR2|CD2|CD74|KRT1|UBE2D1|RIPK2|NLRP3|FCGR2B|HLA-DMB|CFP|TAP1|CSF1|LTB|CD247|ACHE|IGSF6|ITK|SIT1|LCK|EREG|RPL9|CD86|SPI1|GBP2|FGR|RPS9|RPS3A|IL12RB1|LY86|NCF4|HIF1A|TLR1|IL1B|RPL39|HLA-DMA|IL15|CRTAM|ETS1|GLMN|NPM1|ITGAL|IFNAR2	LIHC
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.203094778	0.313873195	0.133554955	0.31352659	1.151323646	87	PTPN21|KRT8|ADAMTS1|SELENOP|CCND1|PMEPA1|LIFR|AKAP12|HOMER2|GPD1L|HSD17B14|NCOA4|SPCS3|MAF|MAP7|DHCR24|PLPP1|SCD|CCND3|ACTN1|ITGAV|ABCC4	LIHC
HALLMARK	HALLMARK_ANGIOGENESIS	0.097222222	0.180041152	0.202071709	0.485523396	1.370530332	24	APOH|COL3A1|LPL|NRP1|FSTL1|SLCO2A1|TNFRSF21|JAG2|PGLYRP1|JAG1	LIHC
HALLMARK	HALLMARK_APICAL_JUNCTION	0.000579852	0.002635689	0.477270815	0.426753017	1.670355808	134	COL17A1|LAMA3|TJP1|VCAM1|VWF|ADAMTS5|NRXN2|SDC3|CD34|PARVA|MYL9|MDK|CERCAM|ITGB4|CDH6|FSCN1|CRAT|FBN1|MYH9|CLDN5|ACTB|EPB41L2|FLNC|TSPAN4|RRAS|PECAM1|SHROOM2|GAMT|CTNND1|SHC1|ITGA9|GNAI1|VCL|IKBKG|PCDH1|ACTG1|CTNNA1|RHOF|ADAM15|MAPK11|WASL|ITGB1|JAM3|MYH10|LIMA1|MAP4K2|TUBG1	LIHC
HALLMARK	HALLMARK_APICAL_SURFACE	0.072874494	0.151821862	0.237793834	-0.501356347	-1.448062496	26	PLAUR|MAL|IL2RG|SULF2	LIHC
HALLMARK	HALLMARK_APOPTOSIS	0.030947827	0.069103367	0.352487858	-0.335248368	-1.354491179	142	IER3|JUN|DDIT3|GADD45B|FAS|LEF1|PMAIP1|CD44|IGF2R|PPT1|CD2|CD14|CTH|TIMP2|CDKN1B|BCL2L11|TAP1|EGR3|BTG2|HMGB2|EREG|MCL1	LIHC
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.618843683	0.73671867	0.071652737	-0.251628225	-0.912390241	71	AQP9|ABCA1|CYP27A1|NR3C2|AR|BMP6|ABCD2|IDI1|LCK|HSD17B11|PEX7	LIHC
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.717948718	0.82205029	0.064214088	-0.24434655	-0.866771475	63	PLAUR|NFIL3|PNRC1|IDI1|CHKA|TP53INP1|GLDC|S100A11|CXCL16|HMGCR|ATXN2|TM7SF2|NSDHL|STX5	LIHC
HALLMARK	HALLMARK_COAGULATION	2.98E-05	0.000212696	0.575610261	0.532226768	1.945937603	84	FGG|MMP1|APOC1|FGA|MMP8|APOC3|HRG|VWF|CFI|TIMP3|FN1|CFH|HTRA1|RAPGEF3|C3|A2M|PLAT|F8|CSRP1|CLU|FBN1|ITGB3|F12|GP9|PECAM1|THBS1|KLF7|SPARC|ISCU|CPQ|WDR1|CASP9|PEF1|PROS1|GP1BA|PF4|USP11|MSRB2	LIHC
HALLMARK	HALLMARK_COMPLEMENT	0.076923077	0.153846154	0.234392647	-0.297406934	-1.215320179	159	PLAUR|CXCL1|TNFAIP3|MAFF|CEBPB|FCN1|HSPA5|F5|SPOCK2|CTSS|SERPINE1|PLA2G7|DPP4|S100A12|TIMP2|ERAP2|RASGRP1|CTSO|LCK|CTSH|S100A9|PIK3R5|GATA3|L3MBTL4	LIHC
HALLMARK	HALLMARK_DNA_REPAIR	0.980732177	0.998069498	0.044864511	0.188411553	0.740101401	141	NME4|BCAM|TYMS|GSDME|ZWINT|TAF10|POLR2E|POLR2G|SNAPC4|UMPS|FEN1|COX17|NELFB|BCAP31|SAC3D1|USP11|DGUOK|RAD51|PNP|AK3|TARBP2|ADCY6|ARL6IP1|PCNA|DDB1|POLH|DUT|VPS28|CETN2|ELOA|NUDT21|POLR2I|NT5C|GMPR2|GPX4|RAE1|POLA2|RFC5|ADRM1|POLA1|PDE6G|SURF1|NELFCD|SEC61A1|MPC2|ERCC2	LIHC
HALLMARK	HALLMARK_E2F_TARGETS	0.772556391	0.85839599	0.054680849	0.216604312	0.885451579	187	E2F8|WDR90|TCF19|TK1|NAA38|ASF1B|DSCC1|SPAG5|WEE1|CIT|RAD1|MAD2L1|CCNB2|TUBG1|POLE|DONSON|TUBB|HMGB3|DCTPP1|RNASEH2A|MCM2|KIF2C|KIF18B|PHF5A|CKS1B|MCM3|NCAPD2|ESPL1|STMN1|NUP205|SHMT1|MCM4|PLK4|PCNA|DEPDC1|AURKB|NAP1L1|DUT|CDKN1A|RBBP7|NUDT21|CCNE1|SRSF1|PLK1|TIMELESS|CDKN2C|MCM7|SMC6|MYBL2|POLA2	LIHC
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.00073672	0.003069665	0.477270815	0.428102714	1.639100437	121	APLP1|MMP1|COL1A1|COL5A1|BGN|LAMA3|ABI3BP|IGFBP2|VCAM1|COL3A1|TIMP3|ADAM12|FN1|ENO2|HTRA1|NNMT|COL4A1|LOX|COL6A3|FSTL1|COL4A2|DPYSL3|PMEPA1|MYL9|QSOX1|DST|FERMT2|CDH6|FLNA|MGP|FBN2|FBN1|CALU|CXCL12|ITGB3|TGM2|ITGB5|SERPINH1|IGFBP4|GJA1|TPM1|SDC4|THBS1|PLOD1|OXTR|LAMA2|CALD1|TPM4|SNTB1|TPM2|CD59|SPARC|VEGFC|NID2	LIHC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.207156309	0.313873195	0.130105631	0.287914263	1.126926446	134	KRT8|DHCR7|CELSR2|RET|PAPSS2|PDLIM3|CCND1|PPIF|FARP1|KRT18|SLC37A1|DLC1|CXCL12|HSPB8|RPS6KA2|TGM2|IGFBP4|ABAT|GJA1|PODXL|WFS1|ENDOD1|SLC24A3|DEPTOR|MPPED2|ZNF185|MYOF|KAZN|ANXA9|TGIF2|AMFR|MINDY1	LIHC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.134874759	0.222702119	0.166933849	0.305608099	1.184039937	130	LTF|DHCR7|CELSR2|RET|ASS1|PAPSS2|PDLIM3|CCND1|PPIF|MDK|FARP1|DLG5|TSPAN13|HOMER2|CXCL12|CDC6|HSPB8|RPS6KA2|IGFBP4|SLC2A8|PRKAR2B|WFS1|SLC24A3|FABP5|MYOF|KIF20A|TST|ANXA9|ST14|AMFR	LIHC
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.8	0.869565217	0.056886416	-0.217890634	-0.86632559	126	G0S2|CA4	LIHC
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.723404255	0.82205029	0.063642408	-0.21829694	-0.912237628	185	BCL3|MARCKS|SLC38A1|CDKN1B|EXO1|LBR|TLE3|DBF4|SLC7A5|CCNT1|TFDP1|ORC5|HIF1A|MYC|KMT5A|MEIS1|RBL1|NOTCH2|TTK|GSPT1|SAP30|FOXN3|E2F3|SNRPD1|SS18|SMAD3|KNL1|CUL5|XPO1|NUP50|CENPF|CUL4A|HMGN2|KIF20B|E2F2|AMD1|CASP8AP2|MAP3K20|HNRNPD|NUSAP1|EZH2|MNAT1|CUL3|SMC4|BRCA2|HNRNPU|RPS6KA5|UBE2S|SLC7A1|HMGA1|DDX39A|BARD1|ATF5|CKS2|CHEK1|RAD21|SMC1A|ARID4A	LIHC
HALLMARK	HALLMARK_GLYCOLYSIS	0.101449275	0.18115942	0.202071709	-0.297125252	-1.200348503	143	CXCR4|IER3|VEGFA|VCAN|DDIT4|DSC2|HSPA5|IL13RA1|CD44|MXI1|TGFBI|CTH|DPYSL4|ERO1A|IRS2|B3GAT1|ISG20|FAM162A|P4HA1|RRAGD|GCLC	LIHC
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.285140562	0.385325084	0.112378519	-0.401871119	-1.117819441	22	VEGFA|PTCH1|ACHE|TLE3|OPHN1|RASA1|NRP2	LIHC
HALLMARK	HALLMARK_HEME_METABOLISM	0.229957806	0.328511151	0.130777138	-0.263939883	-1.098500432	176	RAP1GAP|HBB|MXI1|AQP3|SLC22A4|ALAS2|SPTA1|AHSP|SLC25A37|BTG2|DCUN1D1|CIR1|GYPC|GYPA|MBOAT2|GCLC|FOXO3|YPEL5|HMBS|TSPAN5|SIDT2|PRDX2|FECH|SLC6A8|BPGM|SDCBP|TFRC|CA1|SELENBP1|SLC4A1|PPP2R5B|SLC2A1|EPB42|TNRC6B|RIOK3|SLC6A9|USP15|PICALM|RBM5|EZH1|RANBP10|CTSB|GLRX5|RAD23A|BACH1|PSMD9|TFDP2|DCAF10|E2F2|ATP6V0A1|BNIP3L|MARK3|MGST3|CDR2|SLC25A38|LPIN2|CLIC2|CAST|RCL1|MOSPD1|ISCA1|KLF1|KEL|BLVRB|NARF|ADD2|RBM38	LIHC
HALLMARK	HALLMARK_HYPOXIA	7.65E-05	0.000478163	0.538434096	-0.450753717	-1.822713857	145	PLAUR|CXCR4|FOS|ADM|IER3|VEGFA|DUSP1|JUN|DDIT3|ZFP36|TNFAIP3|DDIT4|MAFF|NFIL3|PNRC1|HSPA5|GAA|FOSL2|JMJD6|BHLHE40|PPP1R15A|SERPINE1|MXI1|TGFBI|CDKN1B|DPYSL4|KLF6|ERO1A|BTG1|NOCT|IRS2|PFKFB3|PYGM|ISG20|FAM162A|P4HA1|RRAGD	LIHC
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	5.42E-05	0.000338768	0.557332239	-0.546055886	-1.950148668	67	JUN|TNFRSF1B|CSF3R|CXCL1|SOCS3|FAS|IL1R2|IL2RG|CD44|IL13RA1|IL4R|IFNGR2|TLR2|IFNAR1|ITGA4|CSF2RB|CXCL10|LTB|CSF1|CCR1|CSF2RA|IL10RB|LTBR|CD14|IFNGR1	BLCA
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	4.93E-05	0.00035235	0.557332239	-0.563580225	-1.957060911	68	JUN|TNFRSF1B|CSF3R|FAS|IL1R2|SOCS3|CCR1|CSF2RB|CD14|IL2RG|PDGFC|CXCL1|ACVR1B|CD44|IFNGR1|CSF1|IL15RA|IL13RA1|TLR2|IL7|IFNGR2|IL4R|CD36|CD38|LEPR|TNFRSF1A|ITGA4|IL3RA|CSF2RA|LTB|PTPN2|LTBR|IL6ST	GBM
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	6.19E-05	0.000386808	0.538434096	-0.600926151	-1.938324262	67	CXCL1|JUN|CSF3R|IL1R2|TNFRSF1B|FAS|SOCS3|IL2RG|CD14|TLR2|CCR1|IL13RA1|CXCL10|IL4R|IFNGR2|CD44|CSF1|CSF2RB|LTB|IFNGR1|ITGA4|IL10RB|IRF1|IL1B|TNFRSF1A|PIM1	HNSC
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	7.99E-05	0.000399437	0.538434096	-0.447456313	-1.778272028	155	CKAP4|TNFRSF1B|GADD45B|NFKBIZ|IL1R2|NFIL3|MAFF|SELL|CD83|FGL2|BHLHE40|IGF2R|MXD1|SHE|CSF1|RRAGD|HK2|CXCL10|IL4R|CD86|SMPDL3A|CD44|KLF6|NT5E|TRAF1|CST7|PUS1|IKZF2|TNFSF10|CD48|P4HA1|PTGER2|PLAGL1|P2RX4|SLC1A5|BCL2|CTSZ|PIM1|GPR65|DENND5A|IFNGR1|MYC|LTB|GABARAPL1|XBP1|IL2RB|GLIPR2|SYNGR2|CDC42SE2|IL10RA|LRIG1|RORA|ABCB1	CHOL
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	8.63E-05	0.000431519	0.538434096	-0.482342413	-1.909459623	89	IFITM1|ISG15|RIPK2|IFIT2|GBP2|CXCL10|OASL|RSAD2|SELL|CSF1|IFIT3|BATF2|CMPK2|TXNIP|ISG20|IL4R|GBP4|NUB1|UBE2L6|CASP1|IRF1|NMI|PSMB9|LAP3|USP18|PLSCR1|PARP9|PSME1|SP110|PSME2|IFIH1|IL15|CCRL2|EIF2AK2|IRF2|IFI35|TRIM21|IFITM2|MVB12A|SAMD9	SARC
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.000317403	0.001587017	0.498493109	0.52025517	1.845438258	68	PKP1|IGFBP2|NOS1|CELSR2|ITIH3|RYR2|SELENOP|SYNPO|KCNMB1|TCF7L1|RYR1|IFI44L|STAG3|GAMT|COPZ2|CHST2|PRKN|KRT5|SNN|CCDC106|SPHK2|GP1BA|CACNA1F|YPEL1|IDUA|PTPRJ|EGF|TG|TCL1A|ZBTB16	LIHC
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.000124023	0.000689018	0.518848078	-0.447845459	-1.79050803	133	G0S2|PLAUR|PLAU|CXCR4|PTGS2|TNFAIP3|TNFRSF1B|ADAM8|IL7R|C3AR1|MMP9|TLR8|IL2RG|TRIB1|KCNN4|PPP1R15A|CTSS|ITGB2|LAT2|SLPI|ERO1A|LY96	LIHC
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.019053826	0.050141648	0.352487858	0.328354801	1.354894677	196	SORBS2|BCAR1|SYNPO|FARP1|DST|ARHGAP29|SPTBN1|FLNA|FSCN1|MID1|MYO1E|MYH9|EPB41L2|KIF3C|SHROOM2|SPTAN1|VCL|NET1|ARAP3|RHOF|WASL|RAPGEF5|MYH10|CCNB2|CDC42EP4|DYNLL2|SAC3D1|FGD6|KIF3B|CDC42EP1|ACTN4|RASAL2|CTTN|PALLD|CLIP2|MAPRE1|ALS2|DOCK4|ABL1|HDAC6|KIF2C|BCR|TRIO|GEMIN4|GSN|ESPL1|LLGL1|CNTROB|CAPZB|NUMA1|TAOK2|CLASP1|NCK2|CEP131|CEP250|NEK2|RHOT2|ECT2|NEDD9|BUB1|ABR|PLK1|MAP1S	LIHC
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.031787549	0.069103367	0.321775918	-0.318165902	-1.3295121	182	CXCR4|DDIT3|DDIT4|NFIL3|NAMPT|HSPA5|FGL2|BHLHE40|PPP1R15A|ITGB2|FKBP2|CTH|CFP|ERO1A|XBP1|SYTL2|BTG2|IDI1|HSPE1|P4HA1|POLR3G|SLC7A5|GCLC|SRD5A1|DAPP1|HMBS|TOMM40|UBE2D3|NUFIP1|ACSL3	LIHC
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.265957447	0.369385343	0.120985142	-0.258356263	-1.083047426	187	RPL6|CBX3|MRPL23|RPL22|VDAC3|HSPE1|RPS6|CNBP|SNRPA|RPS5|SNRPB2|RPL34|RPL18|TFDP1|RPL14|EEF1B2|RPS3|FBL|RSL1D1|MYC|SRSF7|DDX21|RACK1|NPM1|SNRPD2|PABPC4|ABCE1|C1QBP|GSPT1|RPS2|CLNS1A|HDDC2|SNRPD1|ETF1|EIF3D|SSBP1|EIF3J|XPO1|CCT3|HNRNPA1|RPLP0|CCT2|HNRNPD	LIHC
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.108510638	0.187087307	0.197822021	-0.375406021	-1.297562617	53	DUSP2|SLC19A1|CBX3|SUPV3L1|HSPE1|MYC|NPM1|HK2	LIHC
HALLMARK	HALLMARK_MYOGENESIS	1.67E-06	1.67E-05	0.643551836	0.505851141	1.950292273	127	COL1A1|PTGIS|FABP3|APLNR|NOS1|COL15A1|COL3A1|ADAM12|TEAD4|COL6A3|GJA5|DTNA|COL4A2|WWTR1|IGFBP7|ITGB4|MYO1C|SORBS1|CLU|COX7A1|PPP1R3C|RYR1|CRAT|GPX3|MYH11|CNN3|HSPB8|ITGB5|MAPK12|TNNT3|TNNT1|MYH9|CDH13|PFKM|SPTAN1|PDLIM7|TNNC2|NQO1|FHL1|LAMA2|TPM2|SPARC|KIFC3|FLII|ATP6AP1|APP|ITGB1|SPHK1|TAGLN|HDAC5|CKB|PTP4A3|SCD|GNAO1|FKBP1B	LIHC
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.548780488	0.68597561	0.075118164	-0.313436846	-0.915622614	27	DLL1|NOTCH1|LFNG|FZD5|MAML2	LIHC
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.967924528	0.998069498	0.044507054	0.188179956	0.761857375	178	ACADVL|CYB5R3|MAOB|MFN2|GPI|ALDH6A1|NDUFA4|BDH2|ISCU|ATP6AP1|PDK4|ATP6V1F|COX17|ATP6V0E1|ATP1B1|MTRR|ACAT1|SLC25A4|TIMM17A|COX8A|SLC25A20|SUCLA2|ATP6V1E1|AIFM1|ACAA2|NQO2|MDH2|NDUFS2|NDUFC1|HTRA2|IDH1|SDHC|IDH2|SLC25A3|COX6A1|CYCS|MRPL15|RHOT2|GOT2|CPT1A|DLST|ECH1|IDH3A|GPX4|OGDH|TIMM8B|CYB5A|NDUFB8|SURF1|UQCR10|NDUFB6|MPC1|FH|ECHS1|ETFDH	LIHC
HALLMARK	HALLMARK_P53_PATHWAY	0.005022386	0.015694955	0.407017919	-0.370909761	-1.526018698	166	FOS|PLK3|IER3|JUN|DDIT3|DDIT4|FAS|TOB1|MXD1|NINJ1|GM2A|ZFP36L1|PPP1R15A|NOTCH1|SERTAD3|S100A10|TAP1|RALGDS|BTG1|BTG2|MKNK2|RNF19B|RPS12|FAM162A|RPL18|FOXO3|DGKA|RPL36|RHBDF2|CCNK|TXNIP|FUCA1|RACK1|HINT1|IER5|TM4SF1	LIHC
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.546	0.68597561	0.074550078	-0.371400638	-0.918309366	13	DPP4|SRPRB	LIHC
HALLMARK	HALLMARK_PEROXISOME	0.092627599	0.178129999	0.202071709	0.347227842	1.268788473	83	ALB|ABCB1|CEL|CRAT|DLG4|PEX11B|NUDT19|ABCB4|PRDX5|STS|PEX6|ACOX1|PEX5|DHCR24|SLC23A2|SLC25A4|HSD17B4|RDH11|CLN6|ISOC1|YWHAH|IDH1|ABCD1|IDH2|SOD2|HMGCL|PEX13|ECH1|PRDX1|ELOVL5|GSTK1|ALDH9A1|SCP2|CLN8|FADS1|SLC25A17|ACSL4|ERCC3|HRAS	LIHC
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.02887987	0.069103367	0.352487858	-0.394906349	-1.484160801	91	CXCR4|DDIT3|CAMK4|IL2RG|CDKN1B|TNFRSF1A|THEM4|MKNK2|LCK|DAPP1|UBE2D3|HSP90B1|VAV3|MAPK10|MAPK8|SLC2A1|ECSIT|PTEN	LIHC
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.998069498	0.998069498	0.044152306	0.162877114	0.60001171	88	DST|KRT18|SCRN1|AP2S1|BNIP3|AP2M1|NAPA|OCRL|COPB2|ARF1|SEC22B|PAM|RER1|SNAP23|COPB1|GNAS	LIHC
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.598890943	0.730354808	0.065981614	0.273452794	0.910931212	48	MPO|GPX3|ATOX1|PTPA|NQO1|PDLIM1|PRDX6|G6PD|MSRA	LIHC
HALLMARK	HALLMARK_SPERMATOGENESIS	0.872897196	0.928614039	0.04879897	0.221583405	0.784749105	69	NOS1|SLC2A5|GFI1|GSTM3|ACE|CCT6B|MAP7|JAM3|CCNB2|TKTL1|MAST2|TALDO1|KIF2C|ALOX15	LIHC
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.347985348	0.457875458	0.094356364	0.314392994	1.06160444	50	TJP1|ID1|WWTR1|SMAD6|PMEPA1|SPTBN1|ENG|ID3|BCAR3|THBS1|LTBP2|CDKN1C|TGFB1|CTNNB1|HIPK2|ACVR1|FKBP1A	LIHC
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	6.75E-34	3.37E-32	1.516107602	-0.76272588	-3.139204648	164	G0S2|AREG|ICAM1|PLAUR|FOSB|PLAU|CXCL1|FOS|IER3|BCL3|VEGFA|DUSP1|JUN|NFKBIA|PTGS2|ZC3H12A|GADD45B|ZFP36|TNFAIP3|DUSP2|CD83|NR4A2|PER1|SOCS3|TNFAIP6|JUNB|MAFF|NFIL3|IL7R|CEBPB|BCL2A1|GPR183|PDE4B|CCNL1|NAMPT|EGR1|PNRC1|MXD1|FOSL2|MARCKS|NINJ1|KLF10|TRIB1|SLC16A6|TUBB2A|BHLHE40|ABCA1|PPP1R15A|BCL6|DUSP4|IER2|TLR2|SERPINE1|CD44|IFNGR2|PTGER4|RELB|RIPK2|ZBTB10|LITAF|KLF6|LAMB3|TGIF1|TAP1|TNFAIP2|EGR3|BTG1|CSF1|REL|ATP2B1|BTG2|KLF2|IRS2|PFKFB3|MCL1|NFKBIE|NFE2L2|RNF19B|IL15RA|B4GALT5	LIHC
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.008297093	0.023047481	0.380730401	-0.398499118	-1.525461419	99	VEGFA|DDIT4|DNAJB9|CEBPB|HSPA5|TUBB2A|SRPRB|ERO1A|XBP1|HERPUD1|EIF2AK3|NFYB|NABP1|SLC7A5|EXOSC9|RPS14|HSP90B1|NPM1|EXOSC1|TSPYL2|PARN|DNAJA4|EIF4EBP1|DCP1A|EEF2|SEC11A|ATF6|SSR1|CNOT2|PDIA6|HYOU1|XPOT|ATF3|DNAJC3|EXOC2|PAIP1|CNOT4|EXOSC2|EIF4A2|DDX10|NFYA|CALR	LIHC
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.003059441	0.010198138	0.431707696	0.403287374	1.538690304	118	COL1A1|PTPN21|IGFBP5|TJP1|ADGRL2|COL3A1|ID1|PLPP3|NRP1|PPARG|MGLL|EFEMP1|DLC1|ITGB3|RBPMS|PRKAR2B|GJA1|PTPRM|MT1E|APBB2|DDAH1|KCNMA1|MAP1B|ERBB2|GRK5|PDGFRB|KALRN|SYNE1|GCNT1|MGMT	LIHC
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.029392673	0.069103367	0.352487858	-0.352920967	-1.389974679	123	ICAM1|FOSB|FOS|NFKBIA|JUNB|GRINA|PPT1|SIGMAR1|AQP3|BCL2L11|TAP1|BTG1|RASGRP1|NXF1|BTG2|DNAJB1|MRPL23|PPP1R2|KCNH2|MGAT1|CHKA|NR4A1|EIF2S3|POLG2|HLA-F|DDX21|ARRB2|SLC6A8|PRPF3|TFRC	LIHC
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.222689076	0.327483935	0.132846301	-0.383759632	-1.183498363	34	LEF1|TCF7|DLL1|PTCH1|NOTCH1	LIHC
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.008121639	0.023047481	0.380730401	0.379226322	1.484845787	136	CYP2E1|AOX1|HRG|BCAR1|APOE|EPHA2|PTGR1|PAPSS2|RBP4|GCKR|SPINT2|AKR1C3|ARG1|BCAT1|NDRG2|IGFBP4|COMT|ACP2|NQO1|MAOA|CBR1|TKFC|EPHX1|SLC6A6|GSS|ABHD6|ACOX1|PDK4|TMEM176B|NFS1|PROS1|GSTM4|FAH|SMOX|GSTO1|ABCC3|IL1R1|PGD|PGRMC1|LCAT|HMOX1|UGDH	LIHC
HALLMARK	HALLMARK_ADIPOGENESIS	0.01819944	0.053527766	0.352487858	0.30541878	1.385325325	178	RETN|ITGA7|PHLDB1|DHCR7|FABP4|COL15A1|COQ3|LTC4S|PPARG|SNCG|CAVIN1|SULT1A1|LIPE|PGM1|CDKN2C|SPARCL1|LIFR|COL4A1|MGLL|GBE1|ACOX1|LPL|CD151|ESRRA|PFKL|CPT2|YWHAG|IDH1|ACADS|PREB|PRDX3|CRAT|AK2|PEMT|COQ9|ACAA2|COX8A|ECH1|CAT|ACLY|DHRS7B|CS|UQCRC1|TKT|ALDOA	LUAD
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	0.000726567	0.004036482	0.477270815	-0.36944728	-1.664074216	159	ICAM1|BCL3|CD8B|FAS|ACHE|CD3E|CD3D|CD8A|CD74|CSF1|CD7|TRAT1|IL2RG|IFNGR1|CTSS|CCR1|ACVR2A|CD3G|CD79A|HLA-DMB|CD86|PTPRC|IL7|TLR2|RIPK2|CD28|NLRP3|CRTAM|IFNGR2|B2M|TAP1|CCL5|DYRK3|IL4R|EIF3J|EIF4G3|CD2|HIF1A|HLA-DOA|LY86|JAK2|EREG|LTB|RPL9|SOCS5|FCGR2B|BRCA1|ITGB2|HLA-DMA	LUAD
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.612716763	0.712461352	0.066896628	0.228623153	0.933961706	87	KRT19|PTPN21|CAMKK2|ADAMTS1|LIFR|AKAP12|CCND1|SCD|PTK2B|HERC3|KRT8|MAP7|NDRG1|PMEPA1|SPCS3	LUAD
HALLMARK	HALLMARK_ANGIOGENESIS	0.135458167	0.218480915	0.169570644	0.432052391	1.314902699	23	SLCO2A1|JAG1|PGLYRP1|TNFRSF21|FSTL1|NRP1|JAG2|LPL|VAV2|CCND2	LUAD
HALLMARK	HALLMARK_APICAL_JUNCTION	0.060321079	0.131752306	0.321775918	0.30171326	1.323401287	132	COL17A1|NECTIN1|TJP1|VCAM1|VWF|CD34|MMP2|ADAMTS5|ITGB4|SYK|ADAM15|TUBG1|FBN1|ZYX|SHC1|PARVA|CDH6|FSCN1|ACTN4|DHX16|FLNC|SDC3|CTNND1|MMP9|MYH9|ICAM5|CERCAM	LUAD
HALLMARK	HALLMARK_APICAL_SURFACE	0.032515595	0.081288988	0.321775918	-0.493274891	-1.580170449	26	PLAUR|MAL|AFAP1L2|DCBLD2|IL2RG|AKAP7|GATA3	LUAD
HALLMARK	HALLMARK_APOPTOSIS	0.167728238	0.254133694	0.156312403	-0.260700217	-1.156413692	142	DDIT3|JUN|GADD45B|IER3|PMAIP1|FAS|LEF1|CTH|IFNGR1|CD44|CD69|EGR3|DNAJC3|CD14|BTG3|TIMP2|CASP3|TAP1|CAV1|AVPR1A|BNIP3L|BCL2L11|CD2|DAP3	LUAD
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.772466539	0.772466539	0.055479331	0.213365436	0.839391162	71	LIPE|RBP1|BCAR3|IDH2|FADS2|IDH1|ABCD1|ACSL1|MLYCD|PEX6|PFKM|CAT|PRDX5|HSD17B4|SULT1B1|PEX26|PECR|EFHC1|PAOX|FDXR|DHCR24|ISOC1|PEX12|PIPOX|ABCA6|RXRA|ABCA2|SLC27A5	LUAD
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.715811966	0.750876354	0.064358337	-0.224992685	-0.869906514	63	PLAUR|NFIL3|PNRC1|TM7SF2|HMGCR|ATXN2|GSTM2|ANTXR2|LDLR|AVPR1A	LUAD
HALLMARK	HALLMARK_COAGULATION	0.084745763	0.162234884	0.211400189	0.326438515	1.313833001	77	MMP1|MMP8|RAPGEF3|A2M|VWF|TIMP3|MMP2|CSRP1|THBS1|SERPING1|FBN1|ITGB3|HTRA1|LTA4H|ANXA1|CD9|MMP9|F12|CLU|CASP9	LUAD
HALLMARK	HALLMARK_COMPLEMENT	0.052335686	0.124608775	0.321775918	-0.286541439	-1.290647535	159	PLAUR|TNFAIP3|CXCL1|MAFF|TFPI2|SERPINA1|HSPA5|PLA2G7|C3|F5|SPOCK2|CPM|CEBPB|CTSS|CD55|DPP4|ERAP2|CTSO|PLA2G4A|FCN1|GATA3|CTSH|SERPINE1|TIMP2|CASP3|CCL5	LUAD
HALLMARK	HALLMARK_DNA_REPAIR	0.455743879	0.555785219	0.080858915	0.226976508	1.000192251	141	TYMS|ZWINT|PCNA|SAC3D1|FEN1|DUT|RAD51|CDA|UMPS|POLD1|LIG1|BCAM|NME4|COX17|POLH|RFC5|NELFB|DDB1|POLR2I|SNAPC4|POLA2|RFC3|GSDME|AGO4|ERCC3|TP53|ZNF707|POLE4|AAAS|NELFCD|ALYREF|ERCC2|TARBP2|RAE1|DGUOK|GMPR2|TAF10|BRF2|USP11|SSRP1	LUAD
HALLMARK	HALLMARK_E2F_TARGETS	2.12E-11	3.53E-10	0.863415392	0.497222063	2.274185257	192	E2F8|KIF18B|CDCA3|SPAG5|PLK1|CCNB2|ASF1B|CENPM|DSCC1|CDC20|TCF19|BIRC5|MCM4|CDC25A|STMN1|MXD3|PCNA|DUT|NCAPD2|CDK1|WDR90|ORC6|SHMT1|TK1|PLK4|MCM3|CDKN2C|RNASEH2A|MCM2|MCM7|LMNB1|TUBG1|TIMELESS|PTTG1|KIF22|SPC24|KPNA2|RAD51AP1|CIT|UNG|MKI67|MCM5|TUBB|CDCA8|KIF2C|MAD2L1|POLD1|LIG1|DCTPP1|DEPDC1|NAA38|POLA2|HMGB2|UBE2T|TOP2A|CDKN2A|SUV39H1|AK2|UBE2S|MSH2|RFC3|KIF4A|SRSF1|DDX39A|ILF3|NUP205|CCNE1	LUAD
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.014710359	0.051648386	0.380730401	-0.332619471	-1.428523536	122	CXCL8|PLAUR|AREG|JUN|GADD45B|TNFAIP3|VEGFA|CXCL1|ANPEP|FAS|TFPI2|VCAN|GLIPR1|FUCA1|CD44|OXTR|SLC6A8	LUAD
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.195698925	0.279569892	0.144630528	-0.262278227	-1.153752285	137	FOS|AREG|PMAIP1|TOB1|SNX24|CHPT1|RETREG1|RHOBTB3|KLF10|FHL2|FCMR|BHLHE40|CD44|REEP1|SEC14L2|ABHD2|EGR3|TMEM164|BCL11B|ABLIM1|TJP3|GLA|AKAP1	LUAD
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.00442057	0.018419041	0.407017919	0.34698188	1.526478632	135	KRT19|EMP2|GINS2|LTF|DHCR7|CDC20|PPIF|OLFM1|S100A9|TFF3|PLK4|CDC6|FARP1|ALDH3B1|XRCC3|RNASEH2A|RET|RPS6KA2|ASS1|IMPA2|PAPSS2|DLG5|CACNA2D2|CCND1|CXCL12|MYOF|KIF20A|CLIC3|SLC2A8|CD9|IDH2|WFS1|ST14|IGFBP4|ALDH3A2|PRKAR2B|TOP2A|MEST|MAPK13	LUAD
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.7208413	0.750876354	0.058718588	0.207473434	0.904535669	127	ENO2|CEL|LTC4S|NCAPH2|MGLL|FASN|ALAD|ACOX1|PDHA1|ACADVL|CPT2|ECI1|IDH1|ACSS1|ACSL1|MLYCD|INMT|ACADS|MAOA|ALDH3A2|CRAT|LDHA|ACAA2|ACAT2|ECH1|ALDOA|CRYZ|UROD|SUCLA2|HSD17B4|HSD17B7	LUAD
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.000268649	0.001918921	0.498493109	0.356887976	1.626678957	190	RAD54L|CDC45|GINS2|PLK1|CCNB2|CDC20|BIRC5|CDC25A|STMN1|NEK2|TROAP|CDK1|ORC6|PLK4|CDC6|MCM3|FBXO5|CDKN2C|MCM2|LMNB1|INCENP|PRC1|PTTG1|KIF22|TPX2|KIF11|KPNA2|CCND1|LIG3|UCK2|MKI67|MCM5|CDC7|KIF2C|MAD2L1|CENPF|DTYMK|NSD2|TNPO2|ABL1|TRAIP|POLA2|TOP2A|SMC2|SUV39H1|UBE2S|E2F2|KIF4A|SRSF1|DDX39A|ILF3|CBX1|NUMA1|UPF1|MTF2|KPNB1|CCNF|MEIS2|BUB1|CENPA|CKS1B	LUAD
HALLMARK	HALLMARK_GLYCOLYSIS	0.122881356	0.20480226	0.184706471	-0.268529856	-1.196356413	144	CXCR4|VEGFA|IER3|DDIT4|DSC2|DPYSL4|VCAN|HSPA5|CTH|IL13RA1|CD44|MXI1|MERTK|NDST3|P4HA1|TGFBI|ERO1A|CHPF2|NT5E|AURKA|HOMER1	LUAD
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.206	0.286111111	0.135002034	-0.390341607	-1.208053699	23	VEGFA|ACHE|NRP2|RASA1|OPHN1|NF1	LUAD
HALLMARK	HALLMARK_HEME_METABOLISM	0.000525588	0.003284923	0.477270815	-0.357036028	-1.631715069	177	ALAS2|RAP1GAP|HBB|C3|MBOAT2|MOSPD1|OSBP2|DCUN1D1|GYPC|SLC6A8|MXI1|YPEL5|SLC7A11|RBM5|HTATIP2|RIOK3|SLC25A37|SELENBP1|TFRC|MGST3|CLIC2|XK|SLC22A4|SLC6A9|MARK3|ATP6V0A1|RCL1|PICALM|KEL|BNIP3L|USP15|NUDT4|EPB41|GMPS|CDR2|EZH1|GLRX5|BPGM|ADIPOR1|TCEA1|SIDT2|CTSB|SLC4A1|BMP2K|KDM7A|TSPAN5|CIR1|SDCBP|RBM38|MINPP1|GAPVD1|TFDP2|SEC14L1|EIF2AK1|SLC30A1|CDC27	LUAD
HALLMARK	HALLMARK_HYPOXIA	0.000123207	0.001026729	0.518848078	-0.396270968	-1.765469665	144	PLAUR|CXCR4|DDIT3|FOS|JUN|ADM|TNFAIP3|DUSP1|ZFP36|VEGFA|IER3|MAFF|DDIT4|DPYSL4|HSPA5|NFIL3|PPP1R15A|PNRC1|GAA|FOSL2|BHLHE40|MXI1|JMJD6|P4HA1|PHKG1|SELENBP1|TGFBI|SERPINE1|ERO1A	LUAD
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	6.43E-05	0.000459427	0.538434096	-0.494116336	-1.927736341	67	CXCL1|TNFRSF1B|JUN|CSF3R|FAS|CD44|CXCL10|SOCS3|CCR1|IL2RG|PDGFC|CD14|CSF1|CSF2RB|IL7|IFNGR1|IL13RA1|LEPR|IFNGR2|TLR2|IL4R|ITGA4|LTB|PTPN2|IL1B	ANA
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.000119118	0.000541444	0.538434096	-0.578027817	-1.941834038	68	CSF3R|IL1R2|CXCL1|JUN|TNFRSF1B|SOCS3|FAS|CCR1|IL13RA1|TLR2|IL2RG|IFNGR2|CXCL10|CD14|IFNGR1|IL12RB1|TNFRSF1A|IL10RB|IL1B|PIM1|CSF2RB|CD44|STAT1|IL4R|LTBR|CSF1|IRF1|PDGFC|ITGA4|LTB|IFNAR1	PAAD
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	9.18E-05	0.000573743	0.538434096	-0.448174861	-1.767873516	159	NFKBIZ|CD83|TNFRSF1B|GADD45B|SELL|AGER|CKAP4|MAFF|SHE|CDC42SE2|FGL2|IL1R2|NFIL3|GABARAPL1|FURIN|CST7|CD44|WLS|IFNGR1|CSF1|IFITM3|CTSZ|MXD1|CD86|SYNGR2|SMPDL3A|P4HA1|IGF2R|LCLAT1|RRAGD|CASP3|EEF1AKMT1|BHLHE40|SLC1A5|GPR65|IL4R|DHRS3|GPX4|XBP1|KLF6|RHOB|PHTF2|P2RX4|SNX9|IL3RA|BMPR2|LRIG1|SCN9A|ST3GAL4|CD48|LTB|TNFSF10	GBM
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.000153359	0.000589843	0.518848078	-0.430574428	-1.746862167	156	TNFRSF1B|GADD45B|SELL|MAFF|FGL2|CKAP4|SMPDL3A|CSF1|NFIL3|SHE|CD86|NFKBIZ|CXCL10|ARL4A|CD44|TNFSF10|IL1R2|CD48|NT5E|MXD1|CD83|BHLHE40|RHOB|GPR65|LRIG1|IGF2R|SLC1A5|GABARAPL1|AGER|IL4R|TNFRSF8|LTB|CTSZ|KLF6|BCL2|CDC42SE2|TIAM1|WLS|IFNGR1|RRAGD|RORA|MYC|PTGER2|IL3RA|DENND5A|IKZF2|P2RX4|P4HA1|CASP3|XBP1|PUS1|IL10RA|IRF4	DLBC
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.000164454	0.000697988	0.518848078	-0.425183008	-1.732812545	155	TNFRSF1B|GADD45B|NFKBIZ|CD83|SMPDL3A|CKAP4|CD86|MAFF|IL1R2|SELL|NFIL3|FGL2|SHE|CD44|LRIG1|IL4R|CD48|BHLHE40|MXD1|SYNGR2|IGF2R|TNFRSF8|RHOB|KLF6|NT5E|MYC|AGER|CXCL10|LTB|CSF1|HK2|CTSZ|IKZF2|ADAM19|CD79B|IL10RA|GABARAPL1|GPR65|IFNGR1|P2RX4|RHOH|TIAM1|WLS|BATF3|XBP1|CDC42SE2	BLCA
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.754681648	0.770083314	0.05559471	0.217133203	0.841144888	64	TCF7L1|SPTBN2|NR6A1|SYNPO|KMT2D|STAG3|SPHK2|TCL1A|YPEL1|KCNMB1|CCDC106|COPZ2|IDUA|CACNA1F|RYR1|MAGIX	LUAD
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	4.72E-05	0.00058968	0.557332239	-0.416186151	-1.825715447	133	G0S2|PLAU|PLAUR|CXCR4|PTGS2|TNFRSF1B|ADAM8|TNFAIP3|IL7R|PPP1R15A|TLR8|DCBLD2|FUCA1|IL2RG|CTSS|GYPC|TRIB1|ATG10|PTBP2|LY96|ADAM17|ERO1A|SDCCAG8|CBR4|ITGA2|CXCL10|GADD45G|PLEK2|KIF5C|LAT2|C3AR1|KCNN4|EREG|ZNF277|BPGM|EVI5|PCSK1N|USP12|ZNF639|ITGB2|MMD	LUAD
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.000807762	0.00403881	0.477270815	0.344935187	1.584501356	196	PLK1|SORBS2|CCNB2|BIRC5|SAC3D1|BCAR1|NEK2|CDK1|ARHGAP29|FARP1|FBXO5|ARAP3|MID1|LMNB1|CDC42EP4|INCENP|PRC1|KIF22|MYO1E|TPX2|KIF11|SYNPO|FSCN1|PXN|NET1|SPTBN1|ACTN4|MAP1S|CNTROB|FLNA|KIF2C|CENPF|PIF1|MYH9|ABL1|ABR|CEP250|GEMIN4|SHROOM1|SPTAN1|ARHGEF11|ECT2|TOP2A|LLGL1|DOCK2|CEP131|MAP3K11|ARHGAP4|ARHGAP27|KIF4A|EPB41L2|CDC42EP2|NUMA1|DOCK4|KIF3C|RHOF|MYH10|HDAC6|BUB1|ANLN	LUAD
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.183127572	0.269305253	0.146416238	-0.242800571	-1.121725045	186	CXCR4|DDIT3|DDIT4|HSPA5|NFIL3|PPP1R15A|POLR3G|FGL2|CTH|HSPE1|BHLHE40|TM7SF2|SLC7A11|ELOVL6|DAPP1|INSIG1|NAMPT|HMGCR|P4HA1|TFRC|ACSL3|ERO1A|GLA|AURKA|LDLR|UBE2D3|NUFIP1|PITPNB|IFRD1|SLC1A4|GMPS|SKAP2|SLC7A5|TCEA1|SEC11A|FKBP2|MTHFD2L|TUBA4A|HMGCS1|ITGB2|SSR1|SLC1A5|HSP90B1|XBP1|ETF1|EGLN3|CDKN1A|SYTL2|IDI1|GSK3B|TBK1|ATP6V1D|RAB1A	LUAD
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.432380952	0.554733728	0.084314432	0.220892548	1.007492614	188	TYMS|CDC45|CDC20|MCM4|PCNA|DUT|MCM2|MCM7|KPNA2|MCM5|MAD2L1|RUVBL2|CAD|CSTF2|PRDX3|SNRPA1|EXOSC7|CCT5|RRM1|LDHA|GOT2|SRSF1|TRIM28|TARDBP|PRPF31|NOP16|KPNB1|DHX15|PGK1|LSM2|DDX18|POLD2|PSMC4|MRPS18B|ILF2|NHP2|NDUFAB1|RRP9|NOP56|PSMD3|CDK4|SLC25A3|HNRNPR|SNRPG|VBP1|SF3B3|CCNA2|PSMA7|STARD7|LSM7|CYC1|HDGF|TUFM|SRM|CCT7|NOLC1|RANBP1	LUAD
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.106090373	0.182914437	0.19189224	0.344849698	1.28452051	53	PLK1|MCM4|PLK4|BYSL|UNG|MCM5|DCTPP1|MAP3K6|GRWD1|MRTO4|PPRC1|NOP16|UTP20|TCOF1|DDX18|RRP12|SORD|PES1|RRP9|NOP56|CDK4|LAS1L|MPHOSPH10|NOP2|MYBBP1A|SRM|NOLC1|TBRG4	LUAD
HALLMARK	HALLMARK_MYOGENESIS	0.023988271	0.06312703	0.352487858	0.321258693	1.403890665	125	ITGA7|FABP3|PTGIS|APLNR|COL15A1|COL4A2|GJA5|COL6A3|TNNT3|IGFBP7|MYL6B|MAPK12|ITGB4|TEAD4|MYOM2|NAV2|WWTR1|SCD|ADAM12|MYL4|MYH9|PTP4A3|CLU|ACSL1|PICK1|COL1A1|SPTAN1|PSEN2|ITGB5|AKT2|MYH11|TPM2|CRAT|NQO1|CNN3|PFKM|FKBP1B|TSC2|RYR1|PKIA|TNNT1|SPARC|CKB|PC|TNNC2|GSN|MYO1C	LUAD
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.529058116	0.629831091	0.076279718	0.295541853	0.949305424	28	DTX4|JAG1|CCND1|FZD1|PSEN2|NOTCH3|DTX2|DTX1|KAT2A	LUAD
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.649325626	0.73787003	0.064070375	0.204557545	0.928946345	179	MAOB|GPI|SLC25A4|ALAS1|PDHA1|ACADVL|IDH2|ECI1|NQO2|IDH1|COX17|PDK4|PRDX3|CYB5R3|NDUFS2|ACAT1|TIMM17A|LDHA|BDH2|SLC25A11|ACAA2|GOT2|COX8A|ECH1|ALDH6A1|CS|UQCRC1|SUCLA2|AIFM1|SLC25A20|MRPS22|NDUFB7|ETFB|FH|NDUFB2|OGDH|SLC25A12|ATP1B1|NDUFAB1|HSD17B10|NDUFA8|SLC25A3|NDUFS7|RHOT2|CYC1|NDUFV1|HTRA2|UQCRFS1|SDHB|ATP6AP1|MRPS11|PDHB|TIMM50|COX15|NDUFB6	LUAD
HALLMARK	HALLMARK_P53_PATHWAY	0.015494516	0.051648386	0.380730401	-0.31874264	-1.448880723	166	DDIT3|FOS|PLK3|JUN|IER3|DDIT4|FAS|TM4SF1|TOB1|TSPYL2|PPP1R15A|GM2A|NINJ1|FUCA1|ZFP36L1|TSC22D1|NOTCH1|SLC7A11|MXD1|ABCC5|CCNK|CDKN2AIP|S100A10|TAP1|SLC3A2|TCN2|FBXW7|DRAM1|PITPNC1|CTSF|RNF19B|FGF13|RALGDS|BTG1|RPS12|BLCAP|SLC19A2|CDKN2B|SERTAD3|CGRRF1|MKNK2|STEAP3|TM7SF3|RPS27L	LUAD
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.708249497	0.750876354	0.061976274	0.306833051	0.811545134	14	PKLR|LMO2|MAFB|VDR	LUAD
HALLMARK	HALLMARK_PEROXISOME	0.01968524	0.054681221	0.352487858	0.371627512	1.502579599	83	CEL|TSPO|DLG4|NUDT19|SLC25A4|ACOX1|IDH2|IDH1|ABCD1|PEX11B|STS|ACSL1|MLYCD|ABCB4|SIAH1|PEX6|TOP2A|CRAT|ECH1|CAT|MSH2|PRDX5|HSD17B4|ERCC3|PEX5|MVP|FDPS|CTBP1|HRAS|PRDX1|DHCR24|ACSL4|ISOC1	LUAD
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.164179104	0.254133694	0.158514105	-0.289203453	-1.195548358	92	CXCR4|DDIT3|E2F1|IL2RG|CAMK4|THEM4|MAPK10|DAPP1|VAV3	LUAD
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.016571556	0.051786114	0.352487858	-0.359891643	-1.480842632	88	ABCA1|CAV2|TMED2|STX7|GLA|ICA1|VAMP3|TOM1L1|SCAMP1|BET1|TMED10|PAM|IGF2R|ATP7A|NAPG|COG2|YIPF6|RAB5A|PPT1|RAB14|SNX2|STX12|TPD52|DNM1L|ARFGEF1|USO1|LMAN1|GOLGA4|SEC31A|RAB2A|VAMP7|VAMP4|KIF1B|ARFGAP3|ARFIP1|RPS6KA3	LUAD
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.415841584	0.554733728	0.088626113	0.279240744	1.022548895	48	MPO|FES|GLRX|TXNRD2|NDUFS2|G6PD|MSRA|NQO1|CAT|PTPA|ERCC2	LUAD
HALLMARK	HALLMARK_SPERMATOGENESIS	0.076481836	0.152963671	0.224966094	0.337561022	1.323934981	69	SLC2A5|GFI1|CCNB2|NEK2|CDK1|ACE|HSPA1L|MAST2|CLPB|KIF2C|MTOR|MAP7	LUAD
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.688362919	0.750876354	0.062386149	0.238227479	0.873729247	50	TJP1|THBS1|ID1|WWTR1|SMAD6|SPTBN1|BCAR3|ENG|PPP1CA|SMAD7|PMEPA1|ID3	LUAD
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	3.32E-29	1.66E-27	1.402588709	-0.679220175	-3.079452506	168	G0S2|PLAU|FOSB|ICAM1|PLAUR|FOS|AREG|JUN|PTGS2|NR4A2|ZC3H12A|BCL3|CD83|NFKBIA|GADD45B|TNFAIP3|DUSP1|ZFP36|VEGFA|IER3|CXCL1|MAFF|DUSP2|PDE4B|ABCA1|TUBB2A|DUSP4|IL7R|PER1|SOCS3|TNFAIP6|JUNB|NFIL3|EGR1|PPP1R15A|NINJ1|CCNL1|PNRC1|PTGER4|LAMB3|BCL2A1|KLF10|GPR183|CSF1|MARCKS|FOSL2|CEBPB|BHLHE40|CD44|TSC22D1|IER2|NFE2L2|TRIB1|NAMPT|CD69|MXD1|EGR3|REL|CXCL2|PDLIM5|TLR2|EIF1|RIPK2|BTG3|IFNGR2|SERPINE1|ATP2B1|LDLR|TAP1|FOSL1|CCL5|IL15RA|CCRL2|NR4A3|TGIF1|DRAM1|CXCL10	LUAD
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.060606061	0.131752306	0.271288555	-0.318172189	-1.332068915	102	VEGFA|DDIT4|DNAJB9|TUBB2A|HSPA5|TSPYL2|CEBPB|PARN|DNAJC3|NABP1|EXOSC1|ERO1A|ATF6|SLC1A4|PDIA6|SLC7A5|PDIA5|EIF2AK3|NFYB|SEC11A|NPM1|SSR1|HSP90B1|XBP1|EIF4E|EIF4A2|LSM1|ATF3|SEC31A|EXOC2|YWHAZ|HERPUD1|CNOT4|WIPI1	LUAD
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.440528634	0.554733728	0.091392433	-0.234890326	-1.001943191	120	DUSP1|MAGI2|DDAH1|LPAR1|FHL2|BHLHE40|ACVR2A|MAP2K5|INSIG1|RUNX1|DAB2|PDLIM5|SERPINE1|ICA1|ATP2B1|AKT3|LDLR|CAV1|TOGARAM1|SYNJ2|SCAF8|FBLN5|CDC42BPA|DLG1|COL1A2|AGGF1|DYRK1A|CDKN1B|PLCB4	LUAD
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.087606838	0.162234884	0.222056046	-0.294243477	-1.267815359	123	FOSB|ICAM1|FOS|NFKBIA|JUNB|GRINA|HSPA2|SLC6A8|CREG1|CXCL2|BTG3|TFRC|RFC4|SIGMAR1|GLS|CASP3|TAP1|AMD1	LUAD
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.443786982	0.554733728	0.08479851	0.289310585	0.997821235	36	NOTCH4|JAG1|JAG2|SKP2|RBPJ|FZD1|PSEN2|CCND2|HEY1|TP53|KAT2A|CTNNB1|FRAT1|GNAI1	LUAD
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.091603053	0.163576881	0.204294757	0.277909269	1.216583285	131	EPHA2|ATOH8|BCAR1|ARG1|UPB1|CDA|IL1R1|AKR1C3|SPINT2|PAPSS2|GCKR|ACOX1|ASL|ALAS1|ABCC3|IDH1|PDK4|ATP2A2|IGFBP4|HMOX1|BCAT1|ABHD6|TKFC|MAOA|NDRG2|PTGR1|GART|AP4B1|PEMT|DHRS1|NQO1|ECH1|CAT|MTHFD1|ACP2|ACOX3|PMM1|AHCY|COMT	LUAD
HALLMARK	HALLMARK_ADIPOGENESIS	0.027657255	0.069143138	0.352487858	0.30002455	1.394546849	178	RETN|ITGA7|PHLDB1|LTC4S|PPARG|DHCR7|FABP4|SPARCL1|LIFR|SOWAHC|CAVIN1|LIPE|ACOX1|ALDH2|ENPP2|SNCG|PREB|COL4A1|IDH1|PGM1|GBE1|PRDX3|ESRRA|GPX3|CAT|CDKN2C|TKT|COL15A1|AK2|ALDOA|COX8A|PFKL|SULT1A1|CPT2|UQCRC1|CS|LPL|LAMA4|ACADS|COQ9|ACAA2|ECH1|NDUFAB1|SDHB|SQOR|YWHAG|TALDO1|NDUFS3|ACLY|HSPB8|SUCLG1|NDUFB7|DHRS7B|CYC1	LUSC
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	4.62E-06	4.62E-05	0.610526878	-0.425194881	-1.970610288	158	ICAM1|TRAT1|CD28|CD3E|CD8B|CD3G|KRT1|CD3D|CD7|BCL3|ACHE|FAS|CD96|IFNGR1|IL2RG|TIMP1|CD8A|TGFB1|DYRK3|EREG|CRTAM|HLA-A|CCL5|CD74|EIF4G3|CD79A|SRGN|FCGR2B|IL7|PTPRC|EIF3J|LTB|B2M|HLA-E|CD86|CD2|HLA-DMB|TAP1|ACVR2A|TAPBP|IL15|CTSS|LCK|ABI1|F2R|RIPK2|ITK|CXCR3|JAK2|HLA-DOA|CD40LG|FYB1|CSF1|PRKCB|CCR1|HLA-G|ITGB2|CD247|HIF1A|RPL9|NPM1|TGFB2|GALNT1|BRCA1|IL12RB1|IRF7|CD4|HLA-DRA|CD47|DEGS1|CCR5|APBB1	LUSC
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.471624266	0.505265851	0.081080206	0.240882091	0.997298882	87	PTPN21|ADAMTS1|MAK|LIFR|FKBP5|CAMKK2|CCND1|SCD|NDRG1|PLPP1|PTK2B|SRF|AKT1|RRP12|SGK1|AKAP12|HERC3|PMEPA1	LUSC
HALLMARK	HALLMARK_ANGIOGENESIS	0.022080641	0.064943061	0.352487858	0.524893726	1.694239041	25	PGLYRP1|POSTN|JAG2|JAG1|MSX1|SLCO2A1|FSTL1|NRP1	LUSC
HALLMARK	HALLMARK_APICAL_JUNCTION	0.058943089	0.113352095	0.266350657	0.286735691	1.27681757	134	COL17A1|CD276|VCAM1|FBN1|LAMA3|TJP1|FLNC|CADM2|CD34|PARVA|ITGB4|TUBG1|ADAM15|NRXN2|KCNH2|ACTN4|SYK|SHC1|CTNND1|PCDH1|DHX16|AKT2|LIMA1|SDC3|PFN1|EPB41L2|MMP9|MAPK13|SHROOM2|MYH10|INPPL1|FSCN1|ACTG1	LUSC
HALLMARK	HALLMARK_APICAL_SURFACE	0.002557239	0.014206886	0.431707696	-0.566812063	-1.835669082	27	PLAUR|MAL|AFAP1L2|IL2RG|APP|SULF2|DCBLD2|GATA3|ADAM10|AKAP7|ADIPOR2	LUSC
HALLMARK	HALLMARK_APOPTOSIS	0.051689861	0.103379722	0.28201335	-0.27961196	-1.281431142	146	JUN|LEF1|DDIT3|IER3|GADD45B|MADD|CTH|BCL2L1|FAS|IFNGR1|ATF3|TIMP1|APP|GPX4|CD44|PMAIP1|TIMP2|EREG|BCAP31|BNIP3L|AVPR1A|CASP3|CD2|CDKN1A|TAP1|CAV1|CD69	LUSC
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.882692308	0.882692308	0.049590196	0.190108721	0.760390606	70	ACSL1|LIPE|SULT1B1|RBP1|IDH1|SLC35B2|CAT|IDH2|PEX26|PECR|HSD17B4|PRDX5|SLC29A1|DHCR24|BCAR3|SCP2|RXRA|PEX13|FDXR	LUSC
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.505952381	0.52703373	0.078089231	0.247148331	0.967191227	63	JAG1|PPARG|DHCR7|ETHE1|SCD|TRIB3|S100A11|PMVK|MVK|FASN|FABP5|LPL|CTNNB1|PCYT2|ECH1|ACTG1|ACAT2|GNAI1|FDPS|ACSS2|FBXO6|GSTM2|PLSCR1|LSS|ANXA5	LUSC
HALLMARK	HALLMARK_COAGULATION	0.066276803	0.122734821	0.245041785	0.327838674	1.323160325	78	MMP8|CTSE|PLAT|FBN1|TIMP3|RAPGEF3|CSRP1|HTRA1|ANXA1|FN1|A2M|MMP14|LTA4H|SERPING1|PREP|CFH|MSRB2|DUSP6	LUSC
HALLMARK	HALLMARK_COMPLEMENT	0.0127459	0.039830938	0.380730401	-0.302212884	-1.400938651	159	PLAUR|TFPI2|CXCL1|TNFAIP3|MAFF|SPOCK2|DPP4|CPQ|F5|SERPINE1|ERAP2|ADAM9|TIMP1|SERPINA1|HSPA5|XPNPEP1|TIMP2|CALM3|GP9|LAMP2|CCL5|GATA3|PLA2G7|CASP3|CD55|C3|GP1BA|KIF2A|RASGRP1|CA2|CD46|USP15|FYN|CTSS|LCK|FCN1|PLA2G4A|L3MBTL4|CEBPB	LUSC
HALLMARK	HALLMARK_DNA_REPAIR	0.255905512	0.336717779	0.118287526	0.246358578	1.108542837	140	TYMS|ZWINT|RAD51|CDA|DUT|PCNA|FEN1|SAC3D1|AGO4|POLA2|TK2|POLD1|BRF2|SNAPC4|TAF10|POLH|POLD3|DGCR8|NELFB|XPC|CLP1|UMPS|ERCC3|DDB1|ALYREF|TP53|RAE1|BCAM|SSRP1|POLD4|LIG1|HCLS1|ITPA|ERCC2|USP11|RFC3|ERCC4|STX3|DDB2|RFC5|COX17|TAF6|AAAS|ELOA|POLE4|POLR1C|ZNF707|POLR3GL|POLR2C|GMPR2|DGUOK	LUSC
HALLMARK	HALLMARK_E2F_TARGETS	1.54E-13	3.86E-12	0.943632225	0.518990421	2.432386633	191	E2F8|TK1|KIF2C|AURKB|PLK1|ASF1B|CCNB2|SPAG5|ESPL1|TCF19|KIF18B|WDR90|MCM4|BIRC5|MXD3|DUT|PCNA|CDC25A|CENPM|CDC20|STMN1|ORC6|POLE|TIMELESS|TUBG1|LMNB1|CDK1|RNASEH2A|CDKN2A|DSCC1|PTTG1|UBE2T|MCM3|SHMT1|MCM2|CDCA8|UNG|NCAPD2|CCNE1|MAD2L1|KPNA2|MCM7|RAD51AP1|TUBB|KIF22|CKS1B|CIT|POLA2|CDKN2C|MKI67|MCM5|TOP2A|NAA38|POLD1|AK2|HMGB2|DONSON|PLK4|NUP205|POLD3|JPT1|RACGAP1|SPC24|PAICS|RAD1|EXOSC8|DCTPP1|BUB1B|TP53|PRKDC|SSRP1|LIG1|TBRG4|RANBP1|SRSF1|UBR7|KIF4A|RFC3	LUSC
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.003427776	0.014729648	0.431707696	0.364320562	1.613191378	126	IGFBP2|COL1A2|COL6A3|COL5A1|NNMT|VCAM1|ELN|POSTN|FBN1|TIMP3|COL4A2|LAMA3|BGN|MSX1|FBN2|FSTL1|TPM2|PDLIM4|DCN|COL1A1|HTRA1|FERMT2|ENO2|DPYSL3|FN1|LOX|MGP|MMP14|TGM2|CXCL12|COL4A1|TAGLN|MCM7|GJA1|PLOD3|IGFBP4	LUSC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.152777778	0.231481481	0.158514105	-0.254059028	-1.157201146	138	FOS|AREG|CHPT1|TOB1|AMFR|ABLIM1|FHL2|SLC7A5|ZNF185|FCMR|CD44|DHRS3|BCL11B|REEP1|PMAIP1|SNX24|RHOBTB3|RETREG1|SEC14L2|ABHD2|SIAH2|MINDY1|RASGRP1|GLA|BHLHE40|MPPED2|AQP3|MAST4|TMEM164|IGF1R|SLC16A1|LRIG1|JAK2|B4GALT1|FAM102A|TJP3|KLF10|SLC39A6|RAB31|DYNLT3	LUSC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.006322163	0.022579155	0.407017919	0.342399075	1.528014729	136	LTF|GPER1|TFF3|KIF20A|PERP|S100A9|ASS1|OLFM1|DHCR7|TMPRSS3|DLG5|CDC20|IMPA2|FARP1|ALDH3B1|MYB|FKBP5|RPS6KA2|PPIF|RNASEH2A|CCND1|CACNA2D2|CDC6|CXCL12|IGFBP4|IDH2|SGK1|TOP2A|SLC2A8|UGDH|HSPA4L|FABP5|PLK4|XRCC3|PTPN6|MAPK13|ANXA9|SNX10|ALDH3A2|ST6GALNAC2|ARL3|HSPB8|UNC13B|SLC29A1|CELSR2|FOXC1|MYOF	LUSC
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.185858586	0.258136925	0.143758989	0.260176407	1.146855071	127	AOC3|MAOA|LTC4S|ACSL1|ENO2|ACADVL|ACOX1|INMT|LDHA|PTPRG|IDH1|PDHA1|ECI1|NCAPH2|ACSS1|ALAD|PCBD1|ALDOA|FASN|UGDH|CPT2|ACADS|HSD17B4|CD1D|ACAA2|SUCLA2|FH|BLVRA|ECH1|ACAT2|ALDH3A2|NTHL1|SUCLG1|EHHADH|GCDH|DHCR24|MDH1|ETFDH	LUSC
HALLMARK	HALLMARK_G2M_CHECKPOINT	5.97E-05	0.000497786	0.557332239	0.373899092	1.754260682	188	KIF2C|CCNA2|CDC45|CENPA|AURKB|PLK1|CCNB2|ESPL1|BIRC5|FBXO5|CDC25A|CDC20|CCNF|STMN1|ORC6|POLE|LMNB1|LIG3|INCENP|MEIS2|CDK1|TPX2|PTTG1|CCND1|DTYMK|NEK2|MCM3|MCM2|CDC6|MAD2L1|PRC1|KPNA2|TNPO2|KIF22|CKS1B|TROAP|POLA2|CDKN2C|MKI67|ABL1|MCM5|TOP2A	LUSC
HALLMARK	HALLMARK_GLYCOLYSIS	0.277108434	0.355267223	0.114266502	0.244436493	1.098598433	147	TFF3|COL5A1|KIF20A|CENPA|DCN|B4GALT2|ENO2|STMN1|ALDH7A1|GYS1|CDK1|PKP2|LDHA|GALK1|IDH1|CITED2|GLRX|COPB2|PLOD1|ALDOA|GNPDA1|MED24|SDC3|B3GAT1|G6PD|PAXIP1|GOT1|PGAM1|PHKA2|NDUFV3|GMPPB|HDLBP|TPI1|RPE|TALDO1|PGK1|SAP30	LUSC
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.4749499	0.505265851	0.08197788	-0.325935335	-1.006138813	23	VEGFA|ACHE|NRP2|OPHN1|RASA1	LUSC
HALLMARK	HALLMARK_HEME_METABOLISM	3.40E-11	5.66E-10	0.851339057	-0.497545234	-2.327905343	178	RAP1GAP|ALAS2|HBB|MYL4|MXI1|SELENBP1|XK|OSBP2|TAL1|SLC25A37|SLC6A9|MPP1|SLC6A8|FECH|SLC4A1|YPEL5|DCUN1D1|RIOK3|GYPC|EPB41|DMTN|LAMP2|GLRX5|XPO7|BPGM|BNIP3L|LRP10|RANBP10|FOXO3|MBOAT2|RBM38|EPOR|ABCG2|C3|SLC22A4|ISCA1|CTNS|CA2|TFRC|TSPAN5|ACP5|HTATIP2|RBM5|USP15|EIF2AK1|ATP6V0A1|ADIPOR1|AGPAT4|EPB42|MARK3|KEL|AQP3|SLC30A1|MINPP1|CDC27|TCEA1|RCL1|CDR2|TRIM58|TMCC2|TFDP2|NUDT4|KDM7A|TOP1|PICALM|TRIM10|RNF123|GMPS|ENDOD1|CIR1|TNS1|SEC14L1|OPTN|GYPA|SLC11A2|CLIC2|MFHAS1|GCLC|KLF1|BMP2K|SDCBP|RHAG|FOXJ2|HBD|GDE1|LPIN2|MOSPD1|HAGH|GCLM|EZH1|AHSP|NCOA4|DAAM1|MAP2K3|CTSB|NNT|SNCA|FBXO7	LUSC
HALLMARK	HALLMARK_HYPOXIA	0.003535116	0.014729648	0.431707696	-0.337476805	-1.546619422	146	PLAUR|CXCR4|JUN|FOS|TNFAIP3|DDIT3|ADM|IER3|MXI1|SELENBP1|DUSP1|MAFF|PPP1R15A|ZFP36|VEGFA|DDIT4|ATF3|SERPINE1|TPST2|HSPA5|PRKCA|XPNPEP1|DPYSL4|PNRC1|PAM|BNIP3L|HK1|FOXO3|GAA|SIAH2|TGFBI|LXN|CDKN1A	LUSC
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.000127596	0.000708866	0.518848078	-0.475968354	-1.69451987	154	GADD45B|CKAP4|CD83|MAFF|IL1R2|TNFRSF1B|NFKBIZ|NFIL3|SELL|NT5E|FGL2|SHE|CD86|BHLHE40|MXD1|CXCL10|IL4R|RRAGD|SMPDL3A|CD44|CSF1|ARL4A|IGF2R|LRIG1|CTSZ|LTB|XBP1|IFNGR1|CD48|P4HA1|SLC1A5|SYNGR2|CST7|KLF6|CDC42SE2|MYC|GABARAPL1|PIM1|RHOB|CD79B|PNP|GPR65	HNSC
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	9.04E-05	0.000904146	0.538434096	-0.381194931	-1.759458863	182	ICAM1|PTGS2|NFKBIA|TNFAIP3|FPR1|PDE4B|FAS|SOCS3|TNFAIP6|FGL2|CD74|SECTM1|EIF4E3|RSAD2|CSF2RB|CD86|NAMPT|CD69|PLA2G4A|HLA-DRB1|IL7|RIPK2|ARID5B|PNPT1|PELI1|EPSTI1|CMPK2|B2M|CASP3|TAP1|CCL5|IL4R|IL15RA|XAF1|TOR1B|CXCL10|SPPL2A|HIF1A|JAK2|CD274|BTG1|BPGM|ITGB7	LUAD
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.000186331	0.001035174	0.518848078	-0.44728841	-1.846617803	89	SELL|CXCL10|IFITM1|CD74|CSF1|ISG15|IL7|RIPK2|IFITM3|IRF7|LPAR6|RSAD2|CMPK2|PNPT1|B2M|EPSTI1|SP110|NMI|TMEM140|OASL|IFIT3|CCRL2|IFI44|IL4R|OAS1|TRIM5|LY6E|NUB1|MX1|TAP1|IFI44L|IFIT2|CASP1|EIF2AK2|SAMD9L|IL15|GBP2|PSME2	ANA
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.000326679	0.001633397	0.498493109	-0.507431563	-1.831491473	68	CXCL1|CSF3R|IL1R2|SOCS3|JUN|TNFRSF1B|FAS|CSF1|CSF2RB|CXCL10|PDGFC|ACVR1B|IFNGR1|TLR2|CD14|IL2RG|IL13RA1|CD44|IL6ST|CCR1|TGFB1|CSF2RA|IFNGR2|CD36	THCA
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.000314132	0.001633397	0.498493109	-0.411028721	-1.691862302	161	CKAP4|IL1R2|TNFRSF1B|NFKBIZ|GADD45B|NFIL3|MAFF|SHE|SELL|FURIN|CD83|CSF1|CXCL10|MXD1|CDC42SE2|GABARAPL1|IFNGR1|IGF1R|GPX4|ST3GAL4|ECM1|SCN9A|RRAGD|AGER|CASP3|PHTF2|FGL2|BCL2L1|CST7|P4HA1|DHRS3|SLC2A3|CD44|FAH|IFITM3|COCH|CTSZ|GATA1|LRIG1|CD86|IGF2R|PNP|TWSG1|P2RX4|SNX9|SOCS2|SLC1A5|SLC39A8|RABGAP1L|LCLAT1|SYNGR2|GALM|ALCAM|HIPK2|SELP|ODC1	THCA
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.14889336	0.231481481	0.161978949	0.316838976	1.23763641	64	PKP1|IGFBP2|SYNPO|SPTBN2|CCDC106|STAG3|ENTPD7|TCL1A|TCF7L1|ZBTB16|KMT2D|YPEL1|SGK1	LUSC
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.001806636	0.012904544	0.455059867	-0.363702851	-1.647557361	134	G0S2|PLAUR|PLAU|CXCR4|PTGS2|IL7R|TNFRSF1B|TNFAIP3|PLEK2|TMEM158|ADAM8|PPP1R15A|IL2RG|GYPC|EREG|DCBLD2|MMD|BPGM|PCSK1N|KIF5C|F13A1|TFPI|CA2|SDCCAG8|RABGAP1L|PTBP2|ST6GAL1|CTSS|KCNN4|TRIB1|LAT2|CBR4|TSPAN7|ADAM17|USP12|FUCA1	LUSC
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.002347457	0.014206886	0.431707696	0.332393755	1.564362553	195	KIF2C|SORBS2|PLK1|CCNB2|ESPL1|BIRC5|SYNPO|FBXO5|ARHGAP29|BCAR1|SAC3D1|FARP1|LMNB1|ARAP3|INCENP|CDK1|SPTBN1|TPX2|PXN|CDC42EP4|NEK2|ACTN4|GEMIN4|MYO1E|PRC1|ARHGEF11|MAP1S|KIF22|SPTAN1|ECT2|ABR|ABL1|TOP2A|GSN|CDC42EP2|LLGL1|EPB41L2|DST|NUMA1|NET1|KIF11|PALLD|MAP3K11|ARHGAP27|NEDD9|RACGAP1|BUB1|FGD6|SHROOM2|MYH10|FSCN1|PREX1|DOCK2|CDC42EP1|CNTROB|ALS2|DOCK4|SHROOM1|DYNC1H1|MYO9B|CEP250	LUSC
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.40212766	0.458532695	0.094664622	-0.217136462	-1.020755394	185	CXCR4|DDIT3|PPP1R15A|CTH|DDIT4|TUBA4A|INSIG1|SLC7A5|POLR3G|HSPA5|EGLN3|DAPP1|ELOVL6|FGL2|HSPE1|MTHFD2L|ACSL3|SSR1|CCNG1|ADIPOR2|FADS1|TFRC|SLC1A5|CDKN1A|M6PR|GLA|PITPNB|PLOD2|NFIL3|BHLHE40|P4HA1|FKBP2|IFRD1|TCEA1|SLC2A3|HMGCR|SLC6A6|AURKA|PNP|UBE2D3|SKAP2|TM7SF2|RIT1|CTSC	LUSC
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.181992337	0.258136925	0.14122512	0.243398084	1.141975731	188	CCNA2|TYMS|CDC45|MCM4|DUT|PCNA|CDC20|MCM2|LDHA|MAD2L1|KPNA2|MCM7|PRDX3|CSTF2|CCT5|MCM5|EXOSC7|RUVBL2|NOP16|CAD|LSM2|KPNB1|NDUFAB1|DHX15|PGK1|TRIM28|CYC1|PSMD3|SRM|RANBP1|VBP1|RRM1|SRPK1|SRSF1|PRPF31|SLC25A3|PSMB3|LSM7|MRPL23|TARDBP|GOT2|ILF2|PSMA7|SF3B3|NOP56|SNRPG|POLD2|CDK4|PSMB2|NHP2|TUFM|SNRPA1|EIF3B|NOLC1|EIF4H|HDGF|CCT7|PRPS2|PSMD1|IMPDH2|PPM1G|MRPS18B|SNRPD3	LUSC
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.046616624	0.097117966	0.321775918	0.38642517	1.442139054	53	PLK1|MAP3K6|MCM4|BYSL|UNG|RRP12|MCM5|NOP16|PLK4|TCOF1|MYBBP1A|UTP20|DCTPP1|PPRC1|GRWD1|TBRG4|SRM|NOC4L|MRTO4|HK2|LAS1L|NIP7|NOP56|NOP2|CDK4|PES1|NOLC1|MPHOSPH10	LUSC
HALLMARK	HALLMARK_MYOGENESIS	0.033247031	0.075561434	0.321775918	0.305915851	1.351808171	124	COL6A3|PTGIS|COL4A2|ITGA7|GJA5|TEAD4|TPM2|KLF5|ACSL1|COX7A1|MYOM2|COL1A1|NQO1|WWTR1|ITGB4|APLNR|MAPK12|DES|PICK1|MYH11|KCNH2|IGFBP7|SCD|TAGLN|GPX3|SPTAN1|AKT2|COL15A1|GSN|CNN3|MYL6B|TNNT1	LUSC
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.529527559	0.540334244	0.075309376	-0.296499933	-0.960240256	27	DLL1|RBX1|PRKCA|FZD5|ARRB1|MAML2	LUSC
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.036141066	0.078567535	0.321775918	0.288821239	1.340079308	177	ACADVL|GPI|PDK4|ALAS1|LDHA|ALDH6A1|IDH1|PDHA1|ECI1|PRDX3|IDH2|NDUFS2|ACAT1|COX8A|UQCRC1|CS|SLC25A11|SLC25A20|MFN2|OGDH|ACAA2|SUCLA2|NDUFB2|FH|ECH1|MAOB|NDUFAB1|SDHB|NDUFB8|NDUFS3|TIMM10|NQO2|MRPS11|SUCLG1|NDUFB7|CYC1|NDUFB6|TIMM13|TIMM50|AIFM1|PMPCA|NDUFS7|SLC25A3|MDH1|ETFDH|ATP6V1F|UQCRFS1|MDH2|SLC25A12|GOT2|NDUFA9|HSD17B10|COX17|COX6A1|HTRA2|SDHC|GLUD1|ETFB|COX5B|NDUFV1|OAT|ACAA1|MRPL15|MRPS22|TIMM17A|RHOT2|PDHB|NDUFB1|HADHA|MRPL35|UQCRQ	LUSC
HALLMARK	HALLMARK_P53_PATHWAY	0.024834221	0.066547057	0.352487858	-0.297685265	-1.380517226	163	JUN|FOS|PLK3|DDIT3|IER3|TM4SF1|TOB1|PPP1R15A|TSPYL2|DDIT4|FAS|PDGFA|ATF3|SPHK1|CDKN2B|APP|TGFB1|CD82|CDKN2AIP|ABCC5|TSC22D1|FOXO3|STOM|CCNG1|NINJ1|CGRRF1|CDKN1A|CTSF|TAP1	LUSC
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.403508772	0.458532695	0.089436683	-0.386941486	-1.03729269	13	DPP4|AKT3|FOXO1|SEC11A|SPCS1	LUSC
HALLMARK	HALLMARK_PEROXISOME	0.107003891	0.178339818	0.190023305	0.307598699	1.252886571	81	TSPO|ACSL1|ACOX1|STS|IDH1|SLC35B2|PEX11B|CAT|IDH2|PEX5|TOP2A|HSD17B4|MVP|PRDX1|NUDT19|ECH1|ERCC3|PRDX5|FDPS|EHHADH|DHCR24|SCP2|PEX13	LUSC
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.185336049	0.258136925	0.144630528	-0.270490635	-1.149071416	92	CXCR4|CAMK4|DDIT3|E2F1|PLA2G12A|IL2RG|MAPK10|DAPP1|CDKN1A|ARF1|THEM4|LCK|VAV3|ITPR2|AP2M1|UBE2D3|PRKCB|EIF4E|ATF1|RIT1	LUSC
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.010491538	0.034971793	0.380730401	-0.361197795	-1.519220385	88	CAV2|PAM|LAMP2|ABCA1|ADAM10|TMED2|STX7|M6PR|AP2B1|BET1|GLA|ARF1|NAPG|ICA1|TOM1L1|NAPA|ATP7A|AP2M1|RAB14|VAMP7|CTSC|YIPF6|SCAMP1|RAB5A|VAMP3|TMED10|SGMS1|ARFGEF1|STX12|GALC|COG2|STAM|VAMP4|DNM1L|PPT1|IGF2R	LUSC
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.237903226	0.321490846	0.125033368	0.317012345	1.158912697	48	MPO|NQO1|FES|GLRX|GPX3|CAT|NDUFS2|TXNRD2|G6PD|SBNO2|PRDX1	LUSC
HALLMARK	HALLMARK_SPERMATOGENESIS	0.289883268	0.362354086	0.109250039	0.278282212	1.107641124	69	SLC2A5|GFI1|KIF2C|CCNB2|HSPA1L|CDK1|NEK2|CLPB|MAST2|PSMG1|HSPA4L|AGFG1|BUB1|TALDO1|CCT6B|JAM3	LUSC
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.435643564	0.484048405	0.086034724	-0.268442136	-1.021034575	50	FURIN|PPP1R15A|LTBP2|SERPINE1|TGFB1|ACVR1|JUNB|SMAD1|HIPK2|BMPR2|UBE2D3|KLF10|RAB31	LUSC
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	6.25E-16	3.13E-14	1.027669871	-0.570208627	-2.647104188	166	G0S2|FOSB|PLAUR|ICAM1|PLAU|TUBB2A|PTGS2|JUN|NR4A2|FOS|IL7R|CXCL1|ZC3H12A|TNFAIP3|AREG|GPR183|IER3|CD83|DUSP2|NFKBIA|GADD45B|DUSP4|BCL3|DUSP1|MAFF|PPP1R15A|ZFP36|VEGFA|PDE4B|EGR1|ATF3|SPHK1|PTGER4|SERPINE1|CCNL1|CD44|PNRC1|PER1|CCL5|ABCA1|TSC22D1|BCL2A1|MARCKS|EIF1|JUNB|NINJ1|CCRL2|CDKN1A|NFE2L2|TAP1|ATP2B1|CD69|PDLIM5|NFIL3|TRIB1|SAT1|BHLHE40|CEBPB|RIPK2|SOCS3|SLC2A3|B4GALT1|CSF1|MXD1|LAMB3|NR4A3|BIRC2|EHD1|ZBTB10|KLF9|IER2|KLF10|CXCL3	LUSC
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.088114754	0.15192199	0.216542837	-0.291835976	-1.255893498	100	TUBB2A|VEGFA|TSPYL2|DDIT4|DNAJB9|SLC7A5|EIF2AK3|ATF3|HSPA5|ERN1|SSR1|ATF4|NFYB|CEBPB|EXOSC1|DNAJC3|PARN|EIF4E|ATF6|NPM1|DDX10|MTHFD2|DNAJA4|YWHAZ|NABP1|ERO1A|PDIA5|EXOC2|WIPI1|HSP90B1|SEC11A|CNOT6|HERPUD1|SPCS1|PDIA6|RPS14|DCP1A	LUSC
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.322134387	0.392846814	0.103576327	0.244525031	1.068588605	119	COL1A2|IGFBP5|PTPN21|TJP1|PPARG|ID1|ADGRL2|PLPP3|COL1A1|ERBB2|NRP1|CITED2|GJA1|DLC1|SYNE1|MT1E|CACNA1A|EFEMP1|PIK3CD|ANXA4|ANXA2|PTPRM	LUSC
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.025287882	0.066547057	0.352487858	-0.311527125	-1.397986687	126	FOSB|ICAM1|FOS|NFKBIA|FURIN|TUBA4A|SLC6A8|ATF3|CDKN2B|CYB5R1|CREG1|GRINA|HLA-F|CASP3|AGO2|JUNB|SIGMAR1|RASGRP1|HSPA2|CA2|TFRC|TMBIM6|TAP1|AMD1	LUSC
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.391304348	0.458532695	0.094664622	0.300602689	1.041875746	34	JAG2|JAG1|RBPJ|HEY1|SKP2|FRAT1|FZD1|CTNNB1|NOTCH4|GNAI1|TP53|MAML1|FZD8	LUSC
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.076767677	0.137085137	0.23112671	0.282007564	1.250462443	131	ARG1|MAOA|CDA|IL1R1|BCAR1|ATOH8|NQO1|AKR1C3|ACOX1|ACP2|PDK4|ALDH2|TMEM176B|ALAS1|DHRS1|IDH1|ACOX3|IGFBP4|CAT|ASL|TKFC|HMOX1|NDRG2|UGDH|AP4B1|GART|EPHA2|NFS1|AHCY|SERTAD1|ECH1	LUSC
HALLMARK	HALLMARK_ADIPOGENESIS	0.504103165	0.700143285	0.052589895	-0.275744628	-0.974018411	174	ORM1|TOB1|DNAJB9|ABCA1|PIM3|PFKFB3|NABP1|PPP1R15B|IFNGR1|CMBL|RIOK3|SLC19A1|BCL6|SLC5A6|POR|ELOVL6|PTGER3|ALDH2|SLC1A5|MGST3|MYLK|TST	OV
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	0.003883424	0.025940574	0.431707696	-0.514538177	-1.797734074	158	ICAM1|BCL3|CD8B|FAS|CD3G|CD96|CD8A|ACHE|CSF1|CD3D|CD28|CD3E|DYRK3|MMP9|CD86|IL2RG|CRTAM|IFNGR1|TRAT1|TLR2|CTSS|EREG|TAP1|CD7|STAT1|CFP|UBE2D1|GBP2|PTPRC|CCR1|IFNGR2|RIPK2|IL4R|TAPBP|NCF4|ITGB2|CD74|NLRP3|CD2|KRT1|ITK|IL15|IGSF6|HIF1A|IL7|JAK2|RPL9|SOCS5	OV
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.739348371	0.859707408	0.038084205	-0.251890292	-0.825802814	86	DNAJB9|STEAP4|INSIG1|B4GALT1|HPGD|ARID5B|SMS|ELL2|TMEM50A|IDI1|VAPA|CENPN|ACSL3|TSC22D1|IQGAP2|MYL12A|ZBTB10|SLC38A2|FKBP5|TNFAIP8|SLC26A2|SEC24D|PIAS1|UBE2J1|UAP1|PA2G4|LMAN1|DHCR24|PDLIM5|ABHD2|SCD|B2M|RAB4A|GNAI3|GSR|HMGCR|MERTK|ABCC4	OV
HALLMARK	HALLMARK_ANGIOGENESIS	0.115727003	0.231454006	0.227987203	0.444131643	1.336214772	22	SLCO2A1|FSTL1|NRP1|JAG2|VAV2|PF4|LPL	OV
HALLMARK	HALLMARK_APICAL_JUNCTION	0.244630072	0.394564632	0.089986079	-0.331644753	-1.134898066	131	ICAM1|LAMB3|VCAN|MMP9|SIRPA|CD86|KCNH2|INSIG1|CDH1|B4GALT1|CD274|PTPRC|IRS1|ATP1A3|TGFBI|PECAM1|LDLRAP1|NECTIN2|PCDH1|AMIGO2|MAP3K20|MPZL1|NEXN|NF1|ITGA2|BMP1|ICAM5|TRAF1|ICAM2|MAPK14|SKAP2|PTEN|IKBKG|PBX2	OV
HALLMARK	HALLMARK_APICAL_SURFACE	0.021199835	0.075713695	0.352487858	-0.598781476	-1.621097907	26	PLAUR|AFAP1L2|MAL|IL2RG|GATA3|B4GALT1	OV
HALLMARK	HALLMARK_APOPTOSIS	0.044794189	0.111985472	0.234392647	-0.412478841	-1.415808596	143	IER3|JUN|GADD45B|DDIT3|FAS|LEF1|GSTM1|TIMP2|PMAIP1|IFNGR1|EREG|TAP1|CD14|CD44|PPT1|MADD|CASP3|CDKN1A|CAV1|BCL2L11|AVPR1A|IGF2R|ATF3|BTG3|HMGB2|SQSTM1|CDKN1B|ETF1|CD2|CD69|LGALS3|PPP2R5B|BNIP3L|BCL2L2|GADD45A|GSN|LMNA|CFLAR|CASP6|MCL1|IRF1|RHOB|TOP2A|TNFSF10|SATB1|BCL10|ANXA1|PDCD4|ISG20|RARA|CDC25B|IL1B|GPX4|CYLD|RELA|BCL2L1|EGR3|DNAJA1	OV
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.200527704	0.358085187	0.10797236	-0.374508004	-1.183607883	69	ABCA1|AQP9|CYP27A1|ABCD2|BMP6|KLF1|PECR|ALDH1A1|IDI1|ABCA6|NR3C2|ABCD3|HSD17B11|EPHX2|OPTN|LCK	OV
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.265771812	0.412836227	0.091968614	-0.364253649	-1.134690135	63	PLAUR|NFIL3|PNRC1|GLDC|CXCL16|AVPR1A|ANTXR2|ATF5|ATF3|TP53INP1|IDI1|TM7SF2|LGALS3|ALCAM|STX5|CPEB2|GSTM2|ACSS2|LDLR|S100A11|SCD|PLSCR1|EBP|HMGCR|FABP5|CHKA	OV
HALLMARK	HALLMARK_COAGULATION	0.099611902	0.216547612	0.158514105	-0.410369701	-1.315871476	76	PLAU|CFD|MAFF|TFPI2|SERPINA1|DPP4|MMP9|FURIN|FN1|CTSB|SERPINE1|PECAM1|CTSH|HPN|P2RY1|CAPN2|ISCU|ITGA2|BMP1|GSN|PDGFB|RAC1|CPQ|SH2B2|DUSP14|SERPING1|ANXA1|FYN	OV
HALLMARK	HALLMARK_COMPLEMENT	0.027967252	0.082834204	0.352487858	-0.432121835	-1.509781359	158	PLAUR|CXCL1|TNFAIP3|PLA2G7|MAFF|TFPI2|SERPINA1|F5|DPP4|HSPA5|CEBPB|TIMP2|FCN1|CTSS|SPOCK2|GATA3|FN1|CTSB|CD46|SERPINE1|CASP3|CTSD|USP15|S100A9|CTSH|CD55|LAP3|S100A12|LGALS3|KYNU|PRKCD|RASGRP1|JAK2|PDGFB|IRF1|CPQ|CDA|PLA2G4A|LCK|CALM1|ERAP2|CTSL|IRF2|SERPING1|FYN|LCP2	OV
HALLMARK	HALLMARK_DNA_REPAIR	0.950839329	1	0.023366731	-0.198265073	-0.682873916	140	PDE4B|ELL|CMPK2|NT5C3A|EIF1B|PNP|STX3|SUPT4H1|TMED2|GTF2B|VPS37B|DCTN4|RBX1|POLR1D|RNMT|CSTF3|CDA|SDCBP|ZWINT|POLL|ARL6IP1|GUK1|POLR2J|CANT1|GPX4|GTF2H5|MPC2|GTF2A2|SRSF6|GTF2H1|RALA|TAF13|NUDT21|POLR3C	OV
HALLMARK	HALLMARK_E2F_TARGETS	0.978185993	1	0.019079489	-0.190322617	-0.679160095	188	MCM6|DCK|CDKN1A|SPC25|ESPL1|LBR|TFRC|HMGB2|TACC3|CDKN1B|CDKN3|CCP110|SLBP|CDK1|PNN|LYAR|KIF4A|GSPT1|MYBL2|RAD21|UBE2S|TOP2A|PTTG1|CDCA8|SMC4|SMC3|NASP|CHEK1|UBE2T|EZH2|HMGA1|DEK|DIAPH3|ING3|CDC25B|AURKA|MKI67|CKS2|PHF5A|BRCA1|PA2G4|MMS22L|ANP32E|MCM7|DLGAP5|BRCA2|NUDT21|CENPE|PSIP1|BIRC5|NBN|HMMR|DNMT1|RFC3|JPT1|CDKN2C|NAP1L1|USP1|CKS1B|AURKB|MYC|STAG1|RFC2|XPO1	OV
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.01224064	0.05399519	0.380730401	-0.50144229	-1.684659007	114	CXCL8|PLAUR|COL1A2|CXCL1|AREG|TNFAIP3|JUN|GADD45B|VEGFA|FAS|TFPI2|SLC6A8|VCAN|ANPEP|BASP1|OXTR|CD44|FN1|FZD8|GLIPR1|SERPINE1|SERPINE2|ITGA5|TGFBI|FBLN5	OV
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.111607239	0.231454006	0.287805131	0.273509865	1.198378083	137	KRT19|KRT8|CELSR2|DEPTOR|DHCR7|PODXL|CELSR1|FARP1|CLIC3|PPIF|KRT18|RPS6KA2|CXCL12|TFF3|CCND1|DYNLT3|HES1|SLC24A3|PAPSS2|UGCG|SH3BP5|KAZN|IGFBP4|TGIF2|OPN3|MYOF|WWC1|FLNB|MED24|MPPED2|CBFA2T3|ABCA3|INPP5F|SLC1A1|ABAT|FASN	OV
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.587244284	0.752877287	0.046788297	-0.272162966	-0.929488353	132	FOS|AREG|ZFP36|DUSP2|TOB1|TFPI2|SERPINA1|CHPT1|CDH1|ST6GALNAC2|CD44|SLC7A5|PTGER3|SIAH2|CAV1|BTG3|S100A9|CHST8|AMFR|TST	OV
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.180851064	0.341777242	0.107554375	-0.348396467	-1.192706433	125	G0S2|CA4|GABARAPL1|S100A10|GLUL|TP53INP2|CPOX|VNN1|KMT5A|HPGD|SMS|UBE2L6|ALDH1A1	OV
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.050691244	0.120693439	0.213927855	-0.386441538	-1.377641432	187	BCL3|E2F1|MARCKS|MCM6|SLC7A5|ESPL1|KMT5A|TFDP1|LBR|ATF5|E2F2|PRC1|E2F3|TACC3|CDKN1B|CDKN3|MAP3K20|CCNT1|KIF11|EXO1|CDK1|DBF4|SAP30|KIF20B|HIF1A|SLC38A1|KIF4A|GSPT1|MYBL2|CDC6|TLE3|HMGN2|KNL1|SRSF10|SS18|RAD21|TOP1|UBE2S|MT2A|MAPK14|FANCC|TOP2A|PTTG1|SMC4|FOXN3|NASP|CHEK1|EZH2|HMGA1|CUL3|CUL4A|SLC7A1|CDC25B|MEIS1|AURKA|AMD1|MKI67|CKS2|PAFAH1B1	OV
HALLMARK	HALLMARK_GLYCOLYSIS	0.031476998	0.082834204	0.28201335	-0.440066722	-1.510502324	143	CXCR4|IER3|VEGFA|DDIT4|VCAN|DPYSL4|DSC2|ALDOB|HSPA5|RRAGD|MXI1|IRS2|IL13RA1|CD44|P4HA1|B4GALT1|EXT1|GCLC|AGL|ERO1A|TGFBI|CHPF2|CDK1|PYGL|SAP30|SLC16A3|PLOD2|PMM2|PAM|CASP6|HK2	OV
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.310030395	0.442900564	0.090263548	-0.425744414	-1.123399258	23	VEGFA|ACHE|PTCH1|NRP2	OV
HALLMARK	HALLMARK_HEME_METABOLISM	5.83E-06	9.71E-05	0.610526878	-0.620653332	-2.201835011	176	RAP1GAP|ALAS2|HBB|SELENBP1|SLC6A8|AHSP|SLC6A9|SLC22A4|MXI1|CA1|HBD|SLC4A1|EPB42|GYPC|KEL|SLC25A37|FECH|DCUN1D1|RIOK3|FOXO3|CTNS|SPTA1|CTSB|GCLC|EPB41|GLRX5|NUDT4|MYL4|HTATIP2|BPGM|CPOX|SLC7A11|KDM7A|RANBP10|CLIC2|CIR1|KLF1|SEC14L1|TSPAN5|MOSPD1|OSBP2|TFRC|TRIM58|RBM38|ELL2|E2F2|USP15|PRDX2|TRIM10|RNF123|NARF|LPIN2|MAP2K3|RHAG|MGST3|EIF2AK1|TMCC2|AQP3|XK|ANK1|FOXJ2|ADIPOR1|SLC30A1|HAGH|TAL1|PPP2R5B|RHD|BNIP3L|ABCG2|KLF3|HMBS|SPTB|LRP10|RAD23A|YPEL5|CDR2|TOP1|BACH1|GYPA|SDCBP|GATA1|NFE2|KAT2B|OPTN	OV
HALLMARK	HALLMARK_HYPOXIA	5.29E-05	0.000661016	0.557332239	-0.613295883	-2.112342611	140	PLAUR|ADM|FOS|CXCR4|IER3|TNFAIP3|DUSP1|JUN|ZFP36|VEGFA|DDIT3|NFIL3|SELENBP1|MAFF|DDIT4|DPYSL4|PFKFB3|ALDOB|HSPA5|PPP1R15A|RRAGD|MXI1|IRS2|FOSL2|PNRC1|JMJD6|NOCT|FOXO3|P4HA1|EXT1|KLF6|SERPINE1|NEDD4L|GAA|CDKN1A|ERO1A|SIAH2|CAV1|TGFBI|ATF3|BHLHE40|BTG1|CDKN1B	OV
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.000394821	0.00164509	0.498493109	-0.512293396	-1.809213841	67	JUN|IL1R2|FAS|TNFRSF1B|CSF3R|CXCL1|SOCS3|IL2RG|CCR1|LTB|CD44|IL13RA1|IFNGR2|IL4R|CSF2RB|TLR2|IFNAR1|ITGA4|STAT1|IL12RB1|CD38|IL1B|CD14|CXCL10|IL15RA|LTBR|CSF1|IRF1|HAX1|MAP3K8|TNFRSF1A|ACVR1B|PIM1|PTPN2	READ
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.000351121	0.00195067	0.498493109	-0.506254833	-1.824480327	89	SELL|CMPK2|IFITM1|TMEM140|RSAD2|ISG15|CD74|IRF7|CSF1|IFITM3|TAP1|EPSTI1|IL15|LY6E|OASL|IL7|RIPK2|IL4R|PNPT1|MX1|UBE2L6|IFIT3|IFIT2|B2M|GMPR|TRIM5|NMI|IFI44|SP110|IFITM2|ISG20|NUB1|GBP2|BST2|TRAFD1|EIF2AK2|GBP4|HERC6|NCOA7	GBM
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	0.00022087	0.002208697	0.518848078	-0.554094473	-1.967282354	180	ICAM1|PTGS2|TNFAIP3|NFKBIA|TNFAIP6|FPR1|SOCS3|FAS|PELI1|NAMPT|FCGR1A|PDE4B|FGL2|CD86|RSAD2|SECTM1|CMPK2|CSF2RB|XAF1|TAP1|CXCL10|STAT1|EIF4E3|CD274|ISG15|BPGM|CASP3|CDKN1A|RIPK2|IFIT2|PNP|ARID5B|UBE2L6|IFIT3|IL4R|TAPBP|BTG1|CD74|SP110|OASL|APOL6|IFITM2|LAP3|IL15|CD69|NMI|TNFAIP2|HIF1A|IL7|GBP4|JAK2|EIF2AK2|LY6E|EPSTI1|IRF1|UPP1|MT2A|PLA2G4A|TNFSF10|GPR18|IRF2|IFIT1|SERPING1|HLA-G|TRAFD1|LCP2|ISG20|MX1|IL18BP|HLA-A|PNPT1	OV
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.000880744	0.003077196	0.477270815	-0.398093105	-1.612333322	153	IL1R2|CD83|GADD45B|TNFRSF1B|NFIL3|NFKBIZ|SELL|MAFF|CKAP4|BHLHE40|CCNE1|RRAGD|MYC|BCL2|FGL2|LTB|P2RX4|CD86|CST7|NT5E|CD44|LRIG1|CD48|IL4R|PUS1|TRAF1|TNFSF10|MXD1|IKZF2|HK2|P4HA1|SLC1A5|SHE|SYNGR2|KLF6|ADAM19|WLS|ARL4A|PLAGL1|CXCL10|IL10RA|CSF1|CD79B|CTSZ|MAP3K8|RHOB|PTCH1|RORA|IGF2R|PIM1|XBP1|RHOH|GPR65|SMPDL3A	READ
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	0.000250879	0.004181312	0.498493109	-0.542194263	-2.20808318	142	CXCL8|OSM|PLAUR|ICAM1|C5AR1|FFAR2|CSF3R|ADM|CSF1|NFKBIA|TNFRSF1B|TNFAIP6|RGS1|SELL|IL7R|FPR1|GPR183|PDE4B|CCR7|NAMPT|PTAFR|IFITM1|AQP9|PROK2|ABCA1|MXD1|CDKN1A|ACVR2A|CD55|TIMP1|FZD5|SCARF1|KIF1B|EREG|ACVR1B|CD14|DCBLD2|RIPK2|LDLR|P2RX4|HIF1A|CCL5|C3AR1|ADORA2B|ABI1|SLC31A1|BEST1|KCNA3|CYBB|PSEN1|NLRP3|IFNGR2|IFNAR1|PTGIR	CESC
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.014370761	0.055272157	0.380730401	0.401673414	1.552434405	64	IGFBP2|CELSR2|TCL1A|KCNMB1|YPEL1|CCDC106|IDUA|SYNPO|KRT5|COPZ2|STAG3|CACNA1F|PRKN|TCF7L1|RYR1|GAMT|MAGIX|SNN|CPEB3|ZBTB16|PDE6B|RYR2|SLC25A23	OV
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.002328579	0.019404829	0.431707696	-0.519066491	-1.775165163	133	G0S2|PLAU|PLAUR|PTGS2|CXCR4|TNFAIP3|TNFRSF1B|IL7R|ADAM8|PLEK2|PPP1R15A|MMP9|GYPC|IL2RG|CTSS|EREG|TRIB1|CXCL10|LAT2|TSPAN7|PCSK1N|BPGM|GADD45G|ERO1A|TLR8|PECAM1|KCNN4|ITGB2|C3AR1|ATG10|TOR1AIP2|MMD|CDADC1	OV
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.96814562	1	0.019154658	-0.191167408	-0.685527878	194	MARCKS|WASF1|KIFAP3|KIF1B|EPB41|BCL2L11|ESPL1|PRC1|CDK5RAP2|EZR|KIF11|BCR|CDK1|SOS1|NF1|KIF20B|KIF4A|TUBA4A|KATNB1|PPP4R2|GSN|PCGF5|CDC42|MID1IP1|CKAP5|CD2AP|TOP2A|CENPJ|SMC4|ARL8A|SMC3|CDC42BPA|STAU1|RALBP1|NCK2|AURKA|PCM1|WASF2|ARHGEF3|PAFAH1B1|ARHGEF12|NIN|RASA1|CEP72|PDLIM5|ANLN|TLK1|ARHGAP10|DLGAP5|HOOK3|TTK|BRCA2|UXT|ABI1|CENPE|SUN2|BIRC5|CEP57|RANBP9|NCK1|CLIP1|TUBGCP3|PLEKHG2|NDC80|TPX2|TSC1|CAPZB|CENPF|YWHAE|OPHN1	OV
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.030232558	0.082834204	0.28201335	-0.418448884	-1.4868471	184	CXCR4|DDIT3|NFIL3|DDIT4|NAMPT|HSPA5|PPP1R15A|FGL2|INSIG1|SLC7A5|P4HA1|GCLC|CFP|ELOVL6|CDKN1A|ERO1A|SLC7A11|NUFIP1|PNP|TFRC|UBE2D3|BHLHE40|SQSTM1|ITGB2|ETF1|SLC1A5|POLR3G|IDI1|MAP2K3|SLC2A3|MTHFD2L|TM7SF2|PLOD2|ACSL3|TXNRD1|FKBP2|TUBA4A|HMBS|HSP90B1|HK2|SRD5A1|SKAP2|SSR1|M6PR|IFRD1|SYTL2|DAPP1|CALR|XBP1|LDHA|CANX|TCEA1|LDLR|HSPE1|AURKA|PPIA|CTSC|RIT1|RPN1|DHCR24|PNO1|ADD3|SCD|BTG2|GTF2H1|EGLN3|EBP|GSR|HMGCR|PPA1	OV
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.997695853	1	0.018013549	-0.169192873	-0.603162673	187	MCM6|VDAC3|CBX3|TFDP1|ETF1|RPL6|SF3A1|GSPT1|NPM1|RPL34|SRSF7|IFRD1|UBE2L3|SNRPB2|SRPK1|ACP1|DEK|CNBP|XPOT|LDHA|CANX|RSL1D1|HNRNPA3|RPS6|PTGES3|HSPE1|PPIA|RPL22|EIF3J|RPL14|PA2G4|EEF1B2|HNRNPC|MCM7|FBL|SRSF3|APEX1|CUL1|DDX21|PCBP1|SET|HDAC2|NAP1L1|RPS5|USP1|EIF4E|RPL18|HDGF|VDAC1|SSBP1|CCT3|YWHAE|MYC|HNRNPA1|XPO1|PSMD7|RACK1|CDK2|HNRNPU|RAD23B|HDDC2|SSB|SNRPA|TUFM|PSMC6|BUB3|SNRPD1|PSMA6|RPS3|PABPC4|MCM2|HNRNPD|CCNA2|PSMB3|EIF2S2|YWHAQ|TRA2B|SYNCRIP|HNRNPA2B1|SNRPD2|RFC4|CDC20|UBE2E1|RPLP0|AP3S1|CCT2|MAD2L1|RAN	OV
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.571969697	0.752591707	0.108394256	0.255408728	0.938505128	53	BYSL|MAP3K6|DCTPP1|RRP9|UNG|GRWD1|SRM|TCOF1|IMP4|MCM5|MRTO4|NOP56|DDX18|NIP7|MYBBP1A|RRP12|MCM4|PPRC1|PES1|CDK4|NOP2|LAS1L|AIMP2|FARSA|UTP20	OV
HALLMARK	HALLMARK_MYOGENESIS	0.618357488	0.77294686	0.044596162	-0.268874162	-0.906816796	118	CFD|GADD45B|SLC6A8|ACHE|KLF5|REEP1|KCNH2|NOTCH1|AGL|MYL4|GAA|CDKN1A|TNNI2|BHLHE40|VIPR1|ABLIM1|MYLK|PVALB|MYOM1|SYNGR2|GSN|MAPRE3|BAG1	OV
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.859443631	0.97664049	0.038320578	-0.259071311	-0.71225582	27	DLL1|NOTCH1|MAML2|FZD5|RBX1|SAP30	OV
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	1	1	0.018244246	-0.098701003	-0.350630036	178	VDAC3|POR|ATP6V0B|MFN2|MGST3|MTRF1|ACADSB|ATP1B1|ISCU|LDHB|ETFA|NDUFA5|SDHA|DLST|TCIRG1|COX4I1|LDHA|ISCA1|UQCRH|GPX4|UQCRB|MRPS15|ATP6V1C1|ATP6AP1|MTRR|COX6C|NDUFA6|SUPV3L1|NDUFS8|COX11|DLD|GRPEL1|FXN|RHOT1|SDHD|COX7B	OV
HALLMARK	HALLMARK_P53_PATHWAY	0.030732861	0.082834204	0.28201335	-0.419004988	-1.466770031	163	FOS|IER3|PLK3|JUN|DDIT3|FAS|TOB1|DDIT4|CDKN2B|TM4SF1|TSPYL2|NINJ1|PPP1R15A|MXD1|TCN2|S100A10|CTSF|TAP1|ZFP36L1|NOTCH1|FOXO3|CDKN1A|ACVR1B|CTSD|SLC7A11|ABCC5|GM2A|ATF3|RALGDS|BTG1|CCP110|RAP2B|CDKN2AIP|ISCU|TCHH|GADD45A|TSC22D1|LDHB|RPS12|SERTAD3|RAD9A|DGKA|CCNK|UPP1|VDR|RB1	OV
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.301886792	0.442900564	0.093746542	-0.482468379	-1.140065296	13	DPP4|FOXO1|VDR|SRP14|ELP4|AKT3|SEC11A	OV
HALLMARK	HALLMARK_PEROXISOME	0.982074264	1	0.025201	-0.189361673	-0.613638756	80	ABCD2|ALB|ABCC5|ALDH1A1|IDI1|ABCD3|HSD17B11|SEMA3C|EPHX2|TOP2A|BCL10|ITGB1BP1|ECI2|CNBP	OV
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.025213406	0.082834204	0.352487858	-0.458501907	-1.516866898	92	CXCR4|E2F1|DDIT3|CAMK4|IL2RG|MAPK10|THEM4|CDKN1A|UBE2D3|SQSTM1|CDKN1B|MAP2K3|CDK1|TNFRSF1A|CAB39|HSP90B1|RAC1|AKT1S1|PTEN|LCK|MKNK2|MAP2K6|DAPP1|CALR|VAV3	OV
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.23625	0.39375	0.094664622	-0.35076424	-1.15334906	88	ABCA1|CAV2|PPT1|KIF1B|STX7|IGF2R|TMED10|TMED2|GALC|PAM|VAMP4|SGMS1|M6PR|RAB5A|BET1|NAPG|SEC24D|ATP1A1|ARFGAP3|CTSC|LMAN1|ANP32E|VAMP7|STX12|SNX2|AP2S1|AP2B1|NAPA|RAB14|GBF1|LAMP2|GLA|CD63|CLTA	OV
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.531972789	0.718882147	0.057005953	-0.312514037	-0.941696362	48	JUNB|GCLC|SRXN1|PRDX2|TXNRD1|IPCEF1|MGST1|GPX4|SELENOS|PFKP|OXSR1|GSR|NDUFA6|MBP|TXN	OV
HALLMARK	HALLMARK_SPERMATOGENESIS	0.67408377	0.822053378	0.044329345	-0.271852328	-0.86361402	70	SHE|CAMK4|HSPA2|VDAC3|PCSK1N|CDKN3|ACRBP|CDK1|DBF4|TLE4|EZH2|ZC3H14|ZPBP|PGS1|AURKA|GSTM3	OV
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.230245232	0.39375	0.101350744	-0.389521988	-1.183914741	50	JUNB|LTBP2|PPP1R15A|KLF10|CDH1|FURIN|SERPINE1|IFNGR2|TGIF1|UBE2D3	OV
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	3.21E-15	1.60E-13	1.007317957	-0.746834521	-2.615772245	166	G0S2|PLAU|FOSB|PLAUR|ICAM1|FOS|PTGS2|CXCL1|AREG|IER3|TNFAIP3|NFKBIA|DUSP1|BCL3|JUN|GADD45B|NR4A2|ZC3H12A|TNFAIP6|ZFP36|PER1|VEGFA|SOCS3|DUSP2|NFIL3|CD83|LAMB3|IL7R|MAFF|DUSP4|ABCA1|GPR183|CSF1|PFKFB3|NINJ1|JUNB|NAMPT|MARCKS|BCL2A1|CEBPB|PPP1R15A|TUBB2A|EGR1|PDE4B|KLF10|MXD1|FOSL1|IRS2|FOSL2|PNRC1|TLR2|CCNL1|TRIB1|TAP1|CXCL10|CD44|B4GALT1|BCL6|KLF6|IER2|B4GALT5|SERPINE1|NFE2L2|IFNGR2|CDKN1A|RIPK2|PTGER4|IFIT2|TGIF1|KLF9|ATF3|BHLHE40|BTG3|ATP2B1|SQSTM1|CXCL2|BTG1	OV
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.095771144	0.216547612	0.158514105	-0.395552376	-1.314056337	99	VEGFA|DNAJB9|DDIT4|TSPYL2|NABP1|HSPA5|CEBPB|TUBB2A|SLC7A5|ERO1A|ATF3|NFYB|DNAJA4|HSP90B1|EIF2AK3|NPM1|SSR1|IFIT1|CALR|XBP1|RPS14|XPOT	OV
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.690997567	0.822616151	0.039840695	-0.257037246	-0.862574358	111	COL1A2|DUSP1|FHL2|SYNJ2|INSIG1|IGF1R|SERPINE1|IRS1|CAV1|FBLN5|BHLHE40|ATP2B1|CDKN1B|DAB2|DDAH1|TFPI|MAPK14|PTEN|DYRK1A|CDC42BPA|PHF3|PRKCA|SLC7A1|FYN	OV
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.012958846	0.05399519	0.380730401	-0.48592553	-1.654118241	123	FOSB|ICAM1|FOS|NFKBIA|SLC6A8|CDKN2B|JUNB|CREG1|GRINA|KCNH2|FURIN|TAP1|HSPA2|PPT1|HLA-F|SIGMAR1|CASP3|DNAJB1|CDC34|BCL2L11|TFRC|ATF3|BTG3|SQSTM1|CXCL2|BTG1|PPP1R2|AQP3|TST|SPR|ARRB2|PRKCD|TCHH|RASGRP1|TUBA4A	OV
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.27247191	0.412836227	0.093145458	-0.403300812	-1.156084636	35	LEF1|DLL1|TCF7|PTCH1|NOTCH1|FZD8	OV
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.18455971	0.341777242	0.107554375	-0.348592946	-1.186788113	129	RAP1GAP|HES6|FAS|AQP9|CYP27A1|NINJ1|GABARAPL1|ABCD2|ENTPD5|GCLC|POR|CES1|SERPINE1|VNN1|PINK1|SLC12A4|ALDH2|SLC1A5|LPIN2|SAR1B|TNFRSF1A|KYNU|GSTM4|CASP6|MAN1A1|UPP1|CDA|MT2A	OV
HALLMARK	HALLMARK_ADIPOGENESIS	0.377777778	0.44973545	0.115240003	0.249976412	1.027999982	175	FABP4|LPL|SPARCL1|SCARB1|LIFR|CAVIN1|PHLDB1|COL15A1|LTC4S|DHCR7|SNCG|PPARG|MGLL|ADCY6|LAMA4|CRAT|GPX3|PGM1|RNF11|LIPE|SLC27A1|CD151|ENPP2|DHRS7B|ACOX1	PAAD
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	6.19E-11	6.19E-10	0.839088936	-0.598598866	-2.265338009	157	ACHE|ICAM1|BCL3|KRT1|CD8B|FAS|CD3G|MMP9|CD3D|TRAT1|CCR1|UBE2D1|CD3E|CD8A|TLR2|IL2RG|CD7|CTSS|IFNGR2|NLRP3|DYRK3|CFP|IFNGR1|GBP2|IL12RB1|ITGB2|IGSF6|CD79A|RIPK2|IL1B|CD74|PTPRC|TAP1|CD96|NCF4|CD28|SPI1|CD86|STAT1|IL4R|FGR|CSF1|RPS3A|HLA-DOA|RPL9|WAS|CD2|RPS9|TAPBP|CD247|FCGR2B|LCK|CDKN2A|GPR65|LTB|ITK|TLR1|NCK1|RPL39|ETS1|HLA-G|CRTAM|CD1D|LCP2|UBE2N|IL15|HLA-DRA|LY86|EIF5A|PSMB10|RPS19|CAPG|NPM1	PAAD
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.792771084	0.843373494	0.065235306	0.227917519	0.847543412	85	LIFR|PTPN21|ADAMTS1|PMEPA1|CCND1|SPCS3|MAP7|ITGAV|AKAP12|KRT8|CDC14B|INPP4B	PAAD
HALLMARK	HALLMARK_ANGIOGENESIS	0.07231405	0.129132231	0.241339977	0.509933462	1.439345284	23	LPL|NRP1|COL3A1|SLCO2A1|FSTL1|TNFRSF21|JAG1|JAG2|ITGAV|PF4|APP	PAAD
HALLMARK	HALLMARK_APICAL_JUNCTION	0.025386834	0.050773668	0.352487858	0.339419833	1.341420148	128	LAMA3|TJP1|FBN1|ITGA3|CADM2|CD34|VWF|PARVA|NECTIN1|MYL9|CERCAM|CLDN5|GNAI1|JAM3|TMEM8B|ITGB4|EPB41L2|FLNC|MDK|CTNND1|CRAT|MYH10|RHOF	PAAD
HALLMARK	HALLMARK_APICAL_SURFACE	0.069418386	0.128552568	0.234392647	-0.518114006	-1.428673083	25	PLAUR|MAL|IL2RG	PAAD
HALLMARK	HALLMARK_APOPTOSIS	0.016741815	0.03639525	0.352487858	-0.377969034	-1.412554654	142	GADD45B|IER3|DDIT3|JUN|FAS|LEF1|CD69|CD14|PPT1|CTH|IFNGR1|BCL2L11|IL1B|TIMP2|TAP1|MCL1|PMAIP1|CD44|PPP2R5B|CASP3|EGR3|HMGB2|CDKN1B|ISG20|LGALS3|BTG2|AIFM3|ETF1|ATF3|RARA|TNFSF10|ANXA1|RHOB|IRF1|CD2|BTG3|BMF	PAAD
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.507772021	0.590432582	0.070789909	-0.286409415	-0.963193161	69	ABCA1|KLF1|AQP9|CYP27A1|NR3C2|SLC22A18|DHCR24|ABCD2|IDI1|ACSL1|HSD17B11|ALDH1A1|LCK	PAAD
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.17555938	0.258175559	0.135740944	-0.360687047	-1.19806677	63	PLAUR|NFIL3|PNRC1|TM7SF2|ATF5|SCD|IDI1|FBXO6|LGALS3|S100A11|MVK|ATF3	PAAD
HALLMARK	HALLMARK_COAGULATION	0.174657534	0.258175559	0.135740944	-0.354629289	-1.205784689	74	PLAU|CFD|MAFF|SERPINA1|TFPI2|MMP9	PAAD
HALLMARK	HALLMARK_COMPLEMENT	0.000762798	0.003178325	0.477270815	-0.432532918	-1.636877905	157	PLAUR|MAFF|CXCL1|TNFAIP3|SERPINA1|CEBPB|TFPI2|FCN1|CPM|S100A12|PLA2G7|F5|CTSS|S100A9|HSPA5|ERAP2|SPOCK2|CDA|TIMP2|PIM1|RCE1|CR1|CASP3|SERPINE1|C1QA|SIRT6|LGALS3|CTSL|USP15|WAS|IRF1|CTSH|CTSB|LCK|CASP5|GNB2|PLSCR1|DPP4|GATA3|PSMB9|RASGRP1|LTA4H|C1QC|CD55|LCP2	PAAD
HALLMARK	HALLMARK_DNA_REPAIR	0.553772071	0.629286444	0.062939469	-0.256738651	-0.957444208	140	PDE4B|CMPK2|STX3|ELL|CDA|GTF2B|PDE6G|EIF1B|GTF2H5|GUK1|RPA3|POLR2J|ZWINT|NME3|SDCBP|POLL|GTF2A2|DCTN4|NT5C3A|ALYREF|POLR1D|NT5C|PCNA|EDF1|MRPL40|GTF2F1|NELFE|APRT|RBX1|POLR2K|TAF12|DAD1|RFC2|POLE4|RALA|POLR3C	PAAD
HALLMARK	HALLMARK_E2F_TARGETS	0.99687011	0.998305085	0.034491922	-0.17653562	-0.679405523	186	AURKB|UBE2S|GSPT1|POP7|MYBL2|HMGB2|PA2G4|CDKN1B|PTTG1|MYC|CDK1|MCM6|CDCA8|MXD3|TFRC|RPA3|CKS2|CDKN2A|DCK|HMGA1|CDK4|CDKN1A|CDC25B|HUS1|EIF2S1|LMNB1|PCNA|ING3|NBN|LYAR|PRDX4|RAD21|PLK1|CENPE|MKI67|KPNA2|LBR|RFC2|POLE4|HNRNPD|SPC25|CCP110|PNN|TUBG1|CDKN3|ANP32E|RAN	PAAD
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.000994475	0.003551697	0.455059867	0.416544762	1.621723619	120	DCN|BGN|MGP|ELN|LAMA3|COL5A1|NNMT|COL3A1|FERMT2|ADAM12|COL1A1|COL4A2|TIMP3|FBN1|DPYSL3|FSTL1|IGFBP2|COL1A2|SDC4|ENO2|MYL9|COL6A3|FBLN2|GJA1|IGFBP4|HTRA1|PMEPA1|QSOX1|FBN2|TAGLN|PDGFRB|MMP1|COL6A2|ITGB3|CXCL12|THBS1|ITGB5|MEST|SNTB1|FN1|TPM2|FLNA|DST	PAAD
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.103174603	0.173160173	0.227987203	0.307735706	1.21802591	133	SCARB1|PODXL|DHCR7|FLNB|RPS6KA2|PPIF|GJA1|IGFBP4|UGCG|ENDOD1|MPPED2|PAPSS2|SLC1A1|ABAT|CXCL12|WWC1|WFS1|DLC1|ABCA3|SLC37A1|CLIC3|SLC1A4|DEPTOR|CCND1|KRT18|NAV2|CBFA2T3|KRT8|MINDY1|TGM2|SLC24A3|FARP1	PAAD
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.103896104	0.173160173	0.175204048	-0.342180421	-1.258901906	128	FOS|AREG|ZFP36|DUSP2|TOB1|CHPT1|ST6GALNAC2|SERPINA1|CDH1|TFPI2|S100A9|BLVRB|NXT1|CD44|EGR3|ISG20|SLC7A5|FKBP5|SLC16A1|MICB|BAG1|TJP3|SNX10|BTG3|LARGE1|ID2|NRIP1|PDCD4|XBP1|FDFT1|SORD|FKBP4|PTGER3	PAAD
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.236541599	0.328529998	0.111011492	-0.307693462	-1.126331109	125	G0S2|CA4|S100A10|DHCR24|UBE2L6|CPOX|IDI1|GLUL|GABARAPL1|ACSL1|ACSM3|TP53INP2|HSD17B11|ALDH1A1|KMT5A|ACAA1|PSME1|LDHA|CBR1|CD1D|BLVRA|ACAT2|UROS|UROD|SDHD|ENO3|OSTC|HSD17B10|HSDL2|SMS|NBN|DLD|NSDHL|HPGD|SERINC1|HCCS|ACO2|HSP90AA1	PAAD
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.0450323	0.086600577	0.321775918	-0.346561286	-1.329825858	185	BCL3|MARCKS|E2F2|CENPF|E2F1|TFDP1|AURKB|ATF5|UBE2S|GSPT1|MAP3K20|MYBL2|CDKN1B|SLC7A5|SLC38A1|PTTG1|MYC|CDK1|MCM6|NEK2|SAP30|TLE3|CKS2|KMT5A|DBF4|HMGN2|HMGA1|FOXN3|CDK4|CDC25B|HUS1|TPX2|LMNB1|CUL4A|HIF1A|RAD21|HSPA8|CCNA2|PLK1|CENPE|MKI67|KPNA2|PML|LBR|SRSF10|YTHDC1|MT2A|E2F3|TRAIP|HNRNPD|CCNF|CCNT1|SFPQ|TOP1|TROAP|BUB3|SLC7A1|E2F4|CDKN3	PAAD
HALLMARK	HALLMARK_GLYCOLYSIS	0.002793233	0.008215391	0.431707696	-0.417181021	-1.559098606	142	DPYSL4|CXCR4|VEGFA|IER3|DSC2|DDIT4|MXI1|VCAN|AGL|IL13RA1|ALDOB|RRAGD|HSPA5|CTH|GCLC|ERO1A|IRS2|HK2|TGFBI|CD44|ISG20|CDK1|SAP30|GNPDA1|GLRX|HOMER1	PAAD
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.15324165	0.247163952	0.157402899	-0.487223471	-1.289892985	22	ACHE|VEGFA|NRP2	PAAD
HALLMARK	HALLMARK_HEME_METABOLISM	8.55E-13	1.42E-11	0.921426003	-0.610587293	-2.338233735	176	RAP1GAP|ALAS2|MYL4|EPB42|SELENBP1|SLC6A8|AHSP|HBB|SLC6A9|CA1|SLC22A4|SPTA1|HBD|OSBP2|MXI1|SLC25A37|SLC4A1|GYPC|HMBS|KLF1|E2F2|RANBP10|GLRX5|FECH|BPGM|RNF123|BLVRB|FOXO3|PRDX2|ABCG2|GCLC|RAD23A|KEL|HAGH|CLIC2|PPP2R5B|CIR1|TRAK2|CPOX|PSMD9|TSPAN5|BTG2|SLC25A38|DCUN1D1|RBM38|USP15|TFRC|ELL2|ADD2|MFHAS1|NUDT4|CTSB|PPOX|LPIN2|NARF|EPB41|ANK1|SDCBP|KDM7A|ACP5|RIOK3|DCAF11|BLVRA|OPTN|MAP2K3|HTATIP2|SLC30A1|MOSPD1	PAAD
HALLMARK	HALLMARK_HYPOXIA	7.33E-07	5.23E-06	0.659444398	-0.53599581	-2.012273018	144	PLAUR|FOS|DPYSL4|CXCR4|VEGFA|ADM|IER3|DUSP1|DDIT3|MAFF|SELENBP1|JUN|ZFP36|TNFAIP3|NFIL3|DDIT4|MXI1|PNRC1|JMJD6|ALDOB|FOSL2|PPP1R15A|BHLHE40|RRAGD|GAA|HSPA5|LXN|FOXO3|PFKFB3|ERO1A|PIM1|IRS2|HK2|TGFBI|BTG1|SERPINE1|KLF6|CDKN1B|ISG20|NEDD4L	PAAD
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.001062274	0.004828516	0.455059867	-0.46204648	-1.825670246	69	JUN|TNFRSF1B|CSF3R|CXCL1|FAS|IL1R2|SOCS3|CSF1|IL2RG|IFNGR1|CCR1|IL13RA1|CD44|CSF2RB|LTBR|IL7|TLR2|CD14|PDGFC|IFNGR2|IL4R|IL15RA|CXCL10|MAP3K8|ITGA4|IL10RB	LUAD
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.00165719	0.004874088	0.455059867	-0.376085835	-1.586073663	156	GADD45B|IL1R2|CD83|TNFRSF1B|CKAP4|NFKBIZ|NFIL3|MAFF|SELL|BHLHE40|FGL2|CD44|CD86|LRIG1|LTB|SLC1A5|SHE|CD48|SYNGR2|MYC|IGF2R|KLF6|IL4R|GPR65|CXCL10|SMPDL3A|RRAGD|ARL4A|TRAF1|CSF1|PUS1|IL10RA|NT5E|AHCY|BCL2|RHOB|PRKCH|HK2|IKZF2|RHOH|XBP1|ADAM19|CAPG|MXD1|CD79B|PIM1|PLAGL1|P2RX4|PTGER2|RORA|CD81|CCND2|AGER|DENND5A|GABARAPL1|NOP2|TNFRSF8	COAD
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.001686839	0.006487841	0.455059867	-0.387596867	-1.583871253	159	IL1R2|GADD45B|NFKBIZ|TNFRSF1B|CD83|CKAP4|SELL|MAFF|NFIL3|MXD1|FGL2|BHLHE40|PTCH1|AGER|IL4R|CD44|IGF2R|KLF6|SYNGR2|CDC42SE2|LRIG1|XBP1|CSF1|LTB|CD48|IKZF2|SMPDL3A|CD86|LCLAT1|GABARAPL1|P2RX4|CTSZ|SHE|P4HA1|RRAGD	LIHC
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.001959995	0.006533317	0.431707696	-0.349733026	-1.556581111	171	IL1R2|SLC2A3|DHRS3|CA2|CDC42SE2|TNFRSF1B|SELP|TTC39B|IFNGR1|SH3BGRL2|RABGAP1L|WLS|BMPR2|ECM1|CXCL10|FGL2|NFKBIZ|CKAP4|ODC1|SHE|MXD1|CCR4|SELL|CD83|LCLAT1|SNX14|PHTF2|NT5E|FURIN|MAFF|ITGA6|ADAM19|TNFRSF8|CD48|SMPDL3A|LTB|GADD45B|CD86|SCN9A|GPX4|IGF1R|ITGAV|HIPK2|PTCH1|IGF2R|CCND3|TWSG1|BCL2L1|IL10RA|LRIG1|GPR65|RORA|GALM|FAM126B|CSF1|TNFSF10|P4HA1|TRAF1|MYO1C|SNX9|NCOA3|IL2RB|PRNP	AML
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.001696449	0.007068537	0.455059867	-0.345776851	-1.552433295	157	NFKBIZ|CD83|TNFRSF1B|SELL|GADD45B|FGL2|CD44|MAFF|CKAP4|CDC42SE2|CXCL10|NFIL3|CD86|CSF1|GABARAPL1|IFNGR1|TNFSF10|AGER|SYNGR2|IFITM3|CASP3|SCN9A|CD48|BMPR2|P4HA1|RRAGD|TNFRSF8|SMPDL3A|SHE|WLS|MXD1|LCLAT1|CTSZ|IL4R	ANA
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.00600933	0.015814028	0.407017919	0.459350978	1.601442221	65	PKP1|KRT5|IGFBP2|TCF7L1|YPEL1|STAG3|IDUA|SYNPO|CACNA1F|SPTBN2|RYR1|SNN|KCNMB1|THRB|COPZ2|GP1BA|CCDC106|MAGIX|CPEB3|RYR2	PAAD
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	1.76E-05	0.000110057	0.575610261	-0.514591569	-1.90335361	132	G0S2|PLAU|PLAUR|CXCR4|PTGS2|SLPI|TNFAIP3|TNFRSF1B|ADAM8|GYPC|MMP9|ARG1|IL7R|TRIB1|PLEK2|IL2RG|TLR8|PPP1R15A|CTSS|PCSK1N|CXCL10|BPGM|LAT2|ITGB2|IL1B|ERO1A|KCNN4|C3AR1	PAAD
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.273972603	0.360490267	0.13725078	0.256152728	1.071943876	194	SORBS2|ARHGAP29|FLNB|MYO1E|SPTBN1|SYNPO|EPB41L2|MYH10|RHOF|FLNA|DST|KIF2C|ALS2|CNTROB|FARP1|SPTAN1|FGD4|MYH9|CLIP2|TBCD|CEP250|KLC1|DYNC1H1|VCL|CTTN|RHOT2|BCAR1|NET1|DYNLL2|CLASP1|KIF3B|KIF3C|ARAP3|NUMA1|ABL1|CDC42EP4|LLGL1|ABR|SAC3D1|RABGAP1|ITSN1|ACTN4|TRIO|ARHGAP27|ARHGEF7|TUBGCP5|PALLD|MAPRE1|CEP131|PKD2|ARHGAP10|KNTC1|RAPGEF5|TLK1	PAAD
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.002303325	0.007197891	0.431707696	-0.409417037	-1.571688264	183	CXCR4|DDIT3|NFIL3|DDIT4|NAMPT|HMBS|FGL2|PPP1R15A|BHLHE40|TM7SF2|HSPA5|CTH|CFP|GCLC|ITGB2|ERO1A|DHCR24|ELOVL6|SCD|HK2|IDI1|SLC7A5|BTG2|ETF1|INSIG1|TFRC|SLC1A5|GLRX|UBE2D3|NFKBIB|NUFIP1|TOMM40|DHFR|PPA1|EBP|PSMG1|XBP1|LDHA|LTA4H|SORD	PAAD
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.000957104	0.003551697	0.477270815	-0.409940106	-1.576350974	187	TFDP1|GSPT1|RPL6|CBX3|MRPL23|PA2G4|CNBP|RPL22|MYC|MCM6|ETF1|SNRPA|SSBP1|RPS6|SRSF7|RPS3|EEF1B2|RPL34|RPL18|UBE2L3|FBL|RPL14|SNRPB2|RPS5|HDDC2|VDAC3|RPS2|LDHA|PSMB3|RACK1|SF3A1|TUFM|HNRNPA1|CDK4|NPM1|SRSF3|SNRPA1|PABPC4|EIF2S1|RPLP0|PCNA|HSPE1|ERH|PRDX4|DDX21|RSL1D1|PCBP1|EIF4E|PHB2|SNRPD2|CCNA2|SRPK1|C1QBP|KPNA2|IFRD1|SNRPG|SSB|VDAC1|HNRNPD|CYC1|HSP90AB1|APEX1|PSMD7|EIF3D|BUB3|HSPD1|PPIA|SET|EIF4H|RNPS1|RAN|ILF2|XPOT|HNRNPU|PTGES3|HNRNPA3|PRDX3|TYMS|TOMM70|PRPF31|MCM2|PSMA7|UBE2E1|SERBP1|EIF3B|RANBP1|EIF3J|PSMD8	PAAD
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.259130435	0.350176263	0.109250039	-0.349768361	-1.129010986	53	DUSP2|SLC19A1|HK2|CBX3|PA2G4|MYC|NDUFAF4|SORD|RRP12|CDK4|NPM1	PAAD
HALLMARK	HALLMARK_MYOGENESIS	0.001618586	0.005395286	0.455059867	0.387866523	1.521730666	123	PTGIS|COL3A1|TNNT3|ADAM12|COL1A1|APLNR|COL4A2|AEBP1|COX7A1|MAPK12|MYH11|CDH13|GJA5|COL15A1|TEAD4|PLXNB2|COL6A3|TAGLN|CLU|DTNA|IGFBP7|WWTR1|COL6A2|ITGB4|ITGB5|CRAT|PSEN2|TPM2|GPX3|RYR1|MYO1C|NAV2|PTP4A3|SPARC|SPTAN1|APP|NCAM1|TNNT1|MYH9|MEF2C|AGRN	PAAD
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.162046908	0.253198294	0.159646702	0.422415788	1.235918185	27	NOTCH3|JAG1|FZD1|DTX4|KAT2A|PSEN2|CCND1	PAAD
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.36349454	0.443286024	0.082896213	-0.272225257	-1.044093596	177	POR|ATP6V0B|ATP1B1|OXA1L|ACAA1|NDUFS8|ACADSB|GRPEL1|NDUFB3|NDUFS6|COX4I1|VDAC3|COX7C|TCIRG1|LDHA|MRPS15|MRPS30|LDHB|ISCU|COX7B|UQCRB|SDHD|SLC25A6|NDUFA3|HSD17B10|MRPL11|DLD|MGST3|OAT|PHB2|TOMM22|COX7A2|NDUFB8|TIMM50|HCCS|ACO2|ETFB|UQCRQ|VDAC1|ATP6V1G1|NDUFB4|CYC1|HSPA9|CASP7|NDUFS3|HADHA|NDUFB1|COX7A2L|IDH3G|DECR1|SUCLG1|PDP1|NDUFA6|COX5B|FH|UQCRC1|SDHB|PMPCA|IDH3B|ISCA1|SUPV3L1|CYB5A|NDUFA1|BAX|ACAT1|MDH1|PRDX3|ATP6V1C1|TOMM70|NDUFV1|NDUFA2|TIMM13|TIMM17A|NDUFB5|ATP6V1D|COX11|UQCRFS1|ABCB7|MRPL34|COX6C|RETSAT|MRPS11|GPX4|COX15|FDX1|VDAC2|TIMM9|CS|IMMT|MTRR|NDUFS4|MRPS22	PAAD
HALLMARK	HALLMARK_P53_PATHWAY	0.003279783	0.009110508	0.431707696	-0.402713754	-1.533796146	164	FOS|PLK3|IER3|DDIT3|JUN|DDIT4|TOB1|FAS|NINJ1|TCN2|PPP1R15A|ZFP36L1|MXD1|GM2A|FOXO3|TSPYL2|S100A10|MKNK2|CCNK|TAP1|BTG1|NOTCH1|UPP1|CTSF|BTG2|IER5|CDKN2B|ATF3|TM4SF1|RPS12|RPS27L|BLCAP|NUDT15|RALGDS|RPL18|HINT1|CDKN2A|SERTAD3|TPRKB|S100A4|RACK1|FUCA1|ACVR1B|DGKA|BAK1|CDKN1A|CASP1|LDHB|RPL36|ISCU|RB1|CCND2	PAAD
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.965235174	0.998305085	0.048311758	0.2205661	0.534246769	13	STXBP1|SPCS1|LMO2|ELP4|AKT3|SRPRB|SEC11A|SRP9	PAAD
HALLMARK	HALLMARK_PEROXISOME	0.774580336	0.841935148	0.06613262	0.233753491	0.856306352	80	SEMA3C|CRAT|SLC25A4|CEL|PEX13|SLC35B2|ABCB4|ACOX1|ISOC1|ABCB1|NUDT19|DLG4|PEX6|PEX5|SLC23A2|ABCD1|CTPS1|PEX11B	PAAD
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.011702571	0.027863263	0.380730401	-0.443096247	-1.548001937	91	CXCR4|DDIT3|CAMK4|IL2RG|E2F1|TNFRSF1A|MKNK2|THEM4|CDKN1B|CDK1|UBE2D3|NFKBIB|AKT1S1|LCK|MAPK10|NCK1|MAP2K6|ECSIT|UBE2N|MAP2K3|CDK4|CDKN1A	PAAD
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.998305085	0.998305085	0.038162891	-0.167521887	-0.586137674	88	ABCA1|PPT1|RAB9A|CAV2|STX7|TMED10|SNX2|VAMP4|GALC|KIF1B|IGF2R|SEC24D|SGMS1|ERGIC3|CTSC	PAAD
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.234693878	0.328529998	0.114266502	-0.359322654	-1.14492891	47	JUNB|MGST1|PRDX2|GCLC|GLRX|SBNO2|LSP1|PRDX4|LAMTOR5|OXSR1|PFKP|SRXN1|CAT|NDUFB4|TXNRD2|MPO|NDUFA6	PAAD
HALLMARK	HALLMARK_SPERMATOGENESIS	0.647668394	0.719631549	0.058969447	-0.265017731	-0.891253057	69	CAMK4|PCSK1N|HSPA2|SHE|CDK1|NEK2|DBF4|GSTM3|VDAC3|PSMG1|ZPBP|TLE4	PAAD
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.310463122	0.398029643	0.097215081	-0.337417074	-1.080991977	50	CDH1|JUNB|PPP1R15A|LTBP2|IFNGR2|KLF10|TGIF1|SERPINE1	PAAD
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	3.61E-29	1.81E-27	1.402588709	-0.754463815	-2.873489373	164	G0S2|PLAU|PLAUR|TUBB2A|ICAM1|FOS|FOSB|VEGFA|GADD45B|TNFAIP6|PTGS2|NFKBIA|IER3|DUSP1|BCL3|AREG|MAFF|CXCL1|JUN|ZFP36|TNFAIP3|PER1|ZC3H12A|NFIL3|DUSP2|CD83|SOCS3|BCL2A1|CEBPB|NR4A2|JUNB|NAMPT|ABCA1|MARCKS|NINJ1|EGR1|IL7R|LAMB3|TRIB1|PNRC1|PDE4B|FOSL2|CD69|BCL6|TLR2|GPR183|PPP1R15A|MXD1|IFNGR2|BHLHE40|KLF10|CXCL10|CCRL2|IER2|TGIF1|LITAF|TNFAIP2|PFKFB3|NFKBIE|RIPK2|IL1B|RELB|DUSP4|B4GALT5|TAP1|CCNL1|MCL1|IRS2|CD44|PTGER4|BTG1|NR4A1|SERPINE1|EGR3|KLF6|BTG2|IER5|EGR2|MYC|NFE2L2|KLF2|CSF1|ATF3|RHOB|REL|TNIP1|IRF1|ATP2B1|BTG3|IFIT2|FOSL1|FUT4|SERPINB8	PAAD
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.014734148	0.033486701	0.380730401	-0.426455167	-1.508114178	99	TUBB2A|VEGFA|DDIT4|CEBPB|DNAJB9|HSPA5|TSPYL2|NABP1|ERO1A|DNAJA4|SLC7A5|ATF3|IFIT1|BAG3	PAAD
HALLMARK	HALLMARK_UV_RESPONSE_DN	4.04E-05	0.000205065	0.557332239	0.467831125	1.826025346	118	IGFBP5|TJP1|NRP1|COL3A1|COL1A1|PTPN21|EFEMP1|COL1A2|MAP1B|ADGRL2|ID1|ERBB2|PTPRM|GJA1|RBPMS|PPARG|LPAR1|MGLL|PDGFRB|ITGB3|CACNA1A|DLC1|MAGI2|MT1E|PRKAR2B|ATP2B4|KALRN|LTBP1|INPP4B|NFIB|GRK5|VAV2|APBB2|PLCB4|ARHGEF9|WDR37	PAAD
HALLMARK	HALLMARK_UV_RESPONSE_UP	4.10E-05	0.000205065	0.557332239	-0.517849242	-1.888874949	121	ICAM1|FOS|FOSB|NFKBIA|SLC6A8|JUNB|KCNH2|GRINA|DNAJB1|CDC34|PPT1|BCL2L11|HSPA2|TAP1|SIGMAR1|CREG1|BTG1|CASP3|NR4A1|MRPL23|ARRB2|HLA-F|BTG2|CDKN2B|EIF2S3|ATF3|TFRC|RHOB|IRF1|BTG3|PPP1R2|DNAJA1|ACAA1|GRPEL1|RASGRP1|FKBP4|CXCL2|BAK1|PLCL1|MGAT1|UROD	PAAD
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.352941176	0.441176471	0.103958472	0.350796327	1.076621373	34	NOTCH4|JAG1|GNAI1|JAG2|FZD1|KAT2A|PSEN2	PAAD
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.0207653	0.043261041	0.352487858	-0.383413026	-1.414522498	130	RAP1GAP|HES6|CES1|FAS|AQP9|NINJ1|ARG1|CYP27A1|PYCR1|PEMT|BLVRB|ENTPD5|CDA|GCLC|POR|TNFRSF1A|ABCD2|SERPINE1|UPP1|SLC12A4|PINK1|GABARAPL1|SLC1A5|GCNT2	PAAD
HALLMARK	HALLMARK_ADIPOGENESIS	0.059923159	0.107005641	0.321775918	0.306487981	1.279968804	174	LPL|FABP4|SPARCL1|CAVIN1|PHLDB1|LAMA4|LIFR|COL15A1|ITGA7|PPARG|SNCG|COL4A1|LTC4S|GPX3|LIPE	PRAD
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	6.60E-07	6.60E-06	0.659444398	-0.499025071	-2.016880637	158	ICAM1|ACHE|BCL3|CD8B|FAS|TRAT1|CD3E|CD28|CD7|CD3G|IFNGR1|CD3D|DYRK3|CD8A|KRT1|CCR1|IL2RG|RIPK2|HLA-G|CTSS|TLR2|PTPRC|CRTAM|IL4R|TAPBP|HLA-DMB|EREG|IFNGR2|TAP1|CD96|NLRP3|IRF7|ITGB2|CD74|CD2|HIF1A|CFP|CD86|JAK2|GBP2|APBB1|LCK|ITK|UBE2D1|CD247|SOCS5|IL12RB1|CD4|LCP2	PRAD
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.594782609	0.708074534	0.063359701	-0.256325395	-0.935269792	85	DNAJB9|STEAP4|DHCR24|ELL2|INSIG1|LMAN1|ARID5B|SMS|ZBTB10|VAPA|SORD|IDI1|TSC22D1|RAB4A|ACSL3|B4GALT1|IQGAP2|HOMER2|ABHD2|TMEM50A|HMGCR|FADS1|PDLIM5|HMGCS1|UBE2J1|MYL12A|B2M|APPBP2|ANKH|STK39|GSR|CDK6|PIAS1|SEC24D|NCOA4|RPS6KA3|MERTK|ELK4	PRAD
HALLMARK	HALLMARK_ANGIOGENESIS	0.002400934	0.009234362	0.431707696	0.632892248	1.867375852	24	LPL|JAG2|SLCO2A1|NRP1|MSX1|JAG1|FSTL1|COL3A1|FGFR1|VAV2	PRAD
HALLMARK	HALLMARK_APICAL_JUNCTION	0.005472124	0.015200345	0.407017919	0.378450083	1.524096245	134	TJP1|CD34|VCAM1|PARVA|LAMA3|FBN1|EPB41L2|ALOX15B|COL17A1|CADM2|MYH10|CTNND1|ADAM15|MAPK11|GNAI1|NRXN2|VAV2|MMP2|ITGB4|CDH6|NECTIN1|SDC3|VWF|LIMA1|CX3CL1|FSCN1|JAM3|SYK|DHX16|ACTN4	PRAD
HALLMARK	HALLMARK_APICAL_SURFACE	0.030013384	0.062527883	0.352487858	-0.544252148	-1.539298648	26	PLAUR|MAL|AFAP1L2|IL2RG|GSTM3|GATA3|SULF2	PRAD
HALLMARK	HALLMARK_APOPTOSIS	0.243006993	0.368192414	0.113787262	-0.280169527	-1.105620779	145	IER3|JUN|GADD45B|DDIT3|LEF1|FAS|CD14|IFNGR1|PMAIP1|TIMP2|CTH|IGF2R|CDKN1A|CD44|PPT1|BCL2L11|BTG3|EREG|CASP3|GPX4|TAP1|IFITM3	PRAD
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.401337793	0.501672241	0.081302735	-0.288931895	-1.023598591	69	AQP9|ABCA1|DHCR24|SLC22A18|ABCD2|CYP27A1	PRAD
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.673043478	0.782608696	0.057487741	-0.255639754	-0.891097821	63	PLAUR|NFIL3|GLDC|PNRC1|TM7SF2|CXCL16	PRAD
HALLMARK	HALLMARK_COAGULATION	0.242857143	0.368192414	0.135740944	0.30511339	1.118800963	76	MMP1|RAPGEF3|A2M|TIMP3|FBN1|HTRA1|CRIP2|CFH|PLAT|MMP8|CSRP1|MMP2|VWF|F8|DUSP6|FN1|USP11|PREP|CASP9|PRSS23|GP1BA|CLU	PRAD
HALLMARK	HALLMARK_COMPLEMENT	0.006704319	0.017642944	0.407017919	-0.373395775	-1.509132009	158	PLAUR|CXCL1|TNFAIP3|MAFF|F5|SERPINA1|HSPA5|FCN1|CEBPB|TFPI2|TIMP2|DPP4|ERAP2|C3|CTSS|SPOCK2|CD55|CPQ|PLA2G7|CASP3|DGKH|GATA3|CD46|IRF7|C1QA|CR1|USP15|CTSD|JAK2|CPM|LCK|CTSB|LAMP2|SERPING1|CTSH|CALM1|LCP2|XPNPEP1|RASGRP1|TIMP1	PRAD
HALLMARK	HALLMARK_DNA_REPAIR	0.989492119	1	0.040084563	-0.170919916	-0.673761722	140	PDE4B|ELL|CMPK2|EIF1B|GTF2A2|NT5C3A|DCTN4|GPX4|CANT1|GTF2H5|PNP|VPS37B|MPC2|SDCBP|POLR1D|RBX1|TMED2|CSTF3|GTF2B|TAF12|STX3|POLB|BCAP31|SUPT4H1|RAD51|GTF2H1|DAD1|SRSF6|NUDT21	PRAD
HALLMARK	HALLMARK_E2F_TARGETS	1	1	0.054343439	0.151892299	0.639406365	188	TK1|WDR90|TCF19|CCNB2|MCM3|DONSON|SPAG5|RAD50|NAA38|MCM5|MCM4|PAN2|RAD1|NUP205|ASF1B|RNASEH2A|TIMELESS|SHMT1|TBRG4|POLD3|RAD51AP1|DCTPP1|SRSF1|POLD2|TP53|KIF2C|DSCC1|DUT|RANBP1|SNRPB|POLE|EXOSC8|CDK4|BRMS1L|NOP56	PRAD
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.000591912	0.002690508	0.477270815	0.427869629	1.68847441	121	DCN|MMP1|BGN|FERMT2|DPYSL3|FBLN2|TIMP3|MGP|ELN|VCAM1|COL4A2|IGFBP2|LAMA3|GJA1|FBN1|HTRA1|MSX1|COL4A1|IGFBP4|CXCL12|TGM2|FSTL1|FBN2|COL3A1|SDC4|PFN2|COL6A2|ADAM12|DST|TAGLN|SERPINH1|MMP2|CDH6|PDGFRB|LGALS1|PMEPA1|MAGEE1|SNTB1|ENO2	PRAD
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.050806711	0.094086502	0.321775918	0.329509852	1.342486081	137	TPD52L1|PODXL|SYBU|PDLIM3|RPS6KA2|GJA1|FARP1|DEPTOR|IGFBP4|OLFM1|CXCL12|TGM2|TFF3|CELSR1|CCND1|PPIF|MPPED2|DLC1|WFS1|FOXC1|CLIC3|FLNB|MYOF|ASB13|PAPSS2|REEP1|DHCR7|SLC1A1	PRAD
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.17016317	0.283605284	0.163180127	0.288256468	1.161601006	132	TPD52L1|ASS1|PDLIM3|RPS6KA2|FARP1|IGFBP4|OLFM1|CXCL12|FABP5|TFF3|DLG5|CCND1|PPIF|IMPA2|WFS1|FOXC1|ATP2B4|CLIC3|FLNB|MYOF|LARGE1|PAPSS2|DHCR7|ALDH3A2	PRAD
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.310225303	0.430868477	0.097877328	-0.283239565	-1.091599034	126	G0S2|DHCR24|ACSM3|VNN1|CA4|TP53INP2|S100A10|SMS|GABARAPL1|D2HGDH|GLUL|CEL|IDI1|UBE2L6|DLST	PRAD
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.004280619	0.013376934	0.407017919	-0.365333215	-1.504841097	184	BCL3|E2F1|MARCKS|MCM6|SLC38A1|SLC7A5|EXO1|MYBL2|TFDP1|HIF1A|NUSAP1|NDC80|EZH2|MYC|TTK|KIF20B|LBR|CDKN3|CKS2|CCNF|AURKA|DBF4|TPX2|KNL1|E2F3|CDKN1B|TOP2A|KMT5A|GSPT1|TLE3|SRSF10|XPO1|SMC1A|NUP50|KIF4A|BRCA2|CDC25B|TACC3|MT2A|ATF5|SLC7A1|CUL3|TOP1|PRC1|HMGA1|CDC20|SMC4|MNAT1|BARD1|POLQ|CCNT1|UBE2S|MEIS1|WRN|AMD1|KIF11|NOTCH2|MAPK14|TRA2B|HMGN2|SS18|EGF|STAG1|ORC5|RAD23B|RBL1|E2F2	PRAD
HALLMARK	HALLMARK_GLYCOLYSIS	0.008784008	0.02196002	0.380730401	-0.367318713	-1.449533809	145	IER3|CXCR4|DSC2|VEGFA|AGL|DDIT4|VCAN|HSPA5|CTH|MXI1|ERO1A|DPYSL4|P4HA1|IL13RA1|CD44|EXT1|PLOD2|RRAGD|PC|TGFBI	PRAD
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.35	0.460526316	0.094664622	-0.400396891	-1.094217831	22	ACHE|VEGFA|NRP2	PRAD
HALLMARK	HALLMARK_HEME_METABOLISM	1.30E-10	2.16E-09	0.826657301	-0.554690981	-2.280151716	177	RAP1GAP|ALAS2|OSBP2|HBB|SLC6A9|SLC22A4|SELENBP1|EPB42|SLC6A8|KEL|AHSP|MXI1|CA1|SLC4A1|HBD|ELL2|GYPC|C3|BPGM|XK|DCUN1D1|GLRX5|TFRC|SLC7A11|SLC25A37|RNF123|ANK1|HTATIP2|RIOK3|EIF2AK1|PC|TRIM58|CTNS|SEC14L1|EPB41|FOXO3|SLC30A1|AQP3|FECH|NUDT4|RBM38|RANBP10|ADIPOR1|YPEL5|USP15|CIR1|SPTA1|MGST3|LPIN2|BSG|LRP10|SDCBP|HMBS|MAP2K3|KLF1|CPOX|RCL1|CTSB|SPTB|NFE2|LAMP2|CDR2|MOSPD1|GYPA|MARK3|FOXJ2|PRDX2|MPP1|CLIC2|TCEA1|PPP2R5B|GCLC|RBM5|BACH1|DMTN|GATA1|KDM7A|RAD23A|TOP1|ISCA1|ATP6V0A1|TAL1|BNIP3L|SMOX|GMPS|MBOAT2|SNCA|BTG2|TRIM10|KLF3	PRAD
HALLMARK	HALLMARK_HYPOXIA	0.000482467	0.002680375	0.498493109	-0.425479522	-1.679051273	145	PLAUR|IER3|CXCR4|FOS|ADM|TNFAIP3|JUN|DDIT3|VEGFA|ZFP36|DUSP1|MAFF|DDIT4|NFIL3|HSPA5|PPP1R15A|SELENBP1|MXI1|ERO1A|DPYSL4|FOSL2|PNRC1|JMJD6|P4HA1|PFKFB3|GAA|CDKN1A|EXT1|RRAGD|TGFBI|SIAH2|NOCT|FOXO3	PRAD
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.000718374	0.008955482	0.477270815	-0.551458241	-1.979045691	67	JUN|TNFRSF1B|CXCL1|CSF3R|CXCL10|SOCS3|FAS|CCR1|CSF2RB|CD14|IL2RG|IFNGR1|CSF1|PDGFC|CD44|IFNGR2|ACVR1B|IL10RB|LTBR|IL7|LEPR|IL13RA1|TLR2	BRCA
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.002959985	0.009249954	0.431707696	-0.481573451	-1.550812093	89	SELL|CXCL10|IFITM1|IFITM2|CMPK2|TAP1|GBP2|CD74|CSF1|OASL|RIPK2|IFITM3|RSAD2|TMEM140|UBE2L6|IRF1|ISG15|LGALS3BP|SP110|PARP9|IFIT2|IFIT3|ISG20|GMPR|IL4R|HLA-C|BATF2|NUB1|IL15|LAP3|CCRL2|NMI|PSME1|TRIM5|SLC25A28|IRF7|PLSCR1|PSME2|IFI35|PNPT1	TGCT
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.003152372	0.009851163	0.431707696	-0.392722247	-1.556768809	155	IL1R2|CKAP4|NFKBIZ|TNFRSF1B|MAFF|GADD45B|NFIL3|CD83|SELL|SMPDL3A|FGL2|CXCL10|CD86|SYNGR2|SLC1A5|IGF2R|IL4R|BHLHE40|LRIG1|CD48|ADAM19|LTB|CD44|MXD1|HK2|CAPG|PLAGL1|P2RX4|AGER|MYC|KLF6|TNFSF10|SHE|RRAGD|CST7|DENND5A|NT5E|GPR65|XBP1|RHOB|CD79B|WLS|PTRH2|CDC42SE2|CTSZ	ESCA
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.003343473	0.010448353	0.431707696	-0.429008297	-1.708385422	72	PDGFC|IL1R2|LEPR|IL7|TNFRSF1B|IFNGR1|TGFB1|CXCL1|CXCL10|CXCL3|CD9|PF4|IL6ST|ITGB3|IL13RA1|JUN|CD14|CD36|LTB|CSF3R|CSF1|TLR2|CSF2RB|ACVR1B|CCR1|IL4R|FAS|IL17RA|IRF1|IL15RA|IL18R1|IL12RB1|IL2RG|CBL|MAP3K8	AML
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.003896816	0.013376934	0.431707696	-0.384325749	-1.55330705	158	GADD45B|IL1R2|SELL|TNFRSF1B|NFKBIZ|CXCL10|CKAP4|MAFF|NFIL3|AGER|IFNGR1|CD83|MXD1|FGL2|FURIN|P4HA1|CDC42SE2|IGF2R|CD44|RRAGD|IL4R|XBP1|GABARAPL1|SOCS2|CASP3|GPX4|SHE|IGF1R|IFITM3|PNP|KLF6|BHLHE40|SLC1A5|P2RX4|CD86|MYC|CTSZ|ALCAM|BCL2L1|SCN9A|CCNE1|FAH|SYNGR2|LCLAT1|PHTF2|TNFSF10|COCH|EEF1AKMT1|CST7|SLC39A8	PRAD
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.005472124	0.015200345	0.407017919	0.469927911	1.678658652	64	PKP1|NOS1|IGFBP2|TCF7L1|SYNPO|SPTBN2|COPZ2|YPEL1|TCL1A|CCDC106|RYR2|IFI44L	PRAD
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.001021312	0.004255468	0.455059867	-0.413846651	-1.619018807	134	G0S2|PLAUR|PLAU|CXCR4|PTGS2|TNFAIP3|TNFRSF1B|CXCL10|ADAM8|IL7R|PLEK2|PPP1R15A|TLR8|TRIB1|ERO1A|IL2RG|GYPC|PCSK1N|BPGM|CTSS|GADD45G|CBR4|LY96|LAT2|EREG|TMEM158|ITGB2|LAPTM5|ITGA2|C3AR1|TSPAN13	PRAD
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.183333333	0.295698925	0.158514105	0.264237765	1.118895591	194	SORBS2|ARHGAP29|EPB41L2|FARP1|SPTBN1|SYNPO|MYH10|CDC42EP1|ARAP3|LLGL1|DST|CCNB2|NEDD9|MYO1E|DOCK4|CDC42EP4|NET1|SPTAN1|FLNB|BCAR1|FSCN1|SAC3D1|ACTN4|ABL1|CEP250|KIF3B|CEP72|ABR|DOCK2|CEP131|PXN|MAP1S	PRAD
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.000574092	0.002690508	0.477270815	-0.395260676	-1.62811506	184	CXCR4|DDIT3|DDIT4|NFIL3|HSPA5|PPP1R15A|DHCR24|NAMPT|CTH|FGL2|ERO1A|P4HA1|TM7SF2|TFRC|SLC7A11|INSIG1|CDKN1A|GLA|SLC7A5|PLOD2|XBP1|SORD|SKAP2|HSPE1|UBE2D3|ITGB2|PNP|FKBP2|BHLHE40|IFRD1|SLC1A5|IDI1|CFP|DAPP1|POLR3G|LDLR|HMBS|ELOVL6|MAP2K3|ACSL3|CCNF|EDEM1|AURKA|SQSTM1|TUBA4A|TCEA1|MTHFD2L|GCLC|M6PR|ME1|HMGCR|FADS1|ADIPOR2|ADD3|NUFIP1|CALR|HMGCS1|GTF2H1|EGLN3|GMPS|PSPH|BTG2|CCNG1	PRAD
HALLMARK	HALLMARK_MYC_TARGETS_V1	1	1	0.054008827	0.097099679	0.408002776	186	CSTF2|EXOSC7|MCM5|RRP9|MCM4|LSM2|MRPS18B|LSM7|SRSF1|TRIM28|POLD2|CCT5|PSMD3|CAD|TYMS|DDX18|NOP16|CCT7|GOT2|SLC25A3|DUT|RANBP1|CYC1|CDK4|PRPF31|NOP56|PRDX3|AIMP2|NHP2|RUVBL2|PRPS2|PHB2|DHX15|SF3B3|PWP1|PSMC4|PCNA|IMPDH2|SNRPD3|C1QBP|EIF3B|G3BP1	PRAD
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.330188679	0.446200918	0.113312908	0.315900974	1.074638001	53	BYSL|MAP3K6|UTP20|MCM5|RRP9|MCM4|MYBBP1A|GRWD1|TBRG4|DCTPP1|TCOF1|PES1|MPHOSPH10|DDX18|NOP16|NIP7|CDK4|NDUFAF4|NOP56|MRTO4|AIMP2|PUS1|NOP2	PRAD
HALLMARK	HALLMARK_MYOGENESIS	2.42E-05	0.00020174	0.575610261	0.483587849	1.935301134	128	TPD52L1|APOD|PTGIS|TNNT3|APLNR|IGFBP7|GJA5|CDH13|COX7A1|NOS1|COL15A1|COL4A2|ITGA7|MYOM2|TEAD4|WWTR1|MAPK12|NQO1|COL3A1|DTNA|GPX3|COL6A2|PPP1R3C|ADAM12|TAGLN|SPTAN1|ITGB4|MYH11|LARGE1|REEP1|RYR1|CNN3	PRAD
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.287878788	0.411255411	0.116739205	0.381636002	1.14102008	27	NOTCH3|DTX1|JAG1|CCND1|KAT2A	PRAD
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.957142857	1	0.055710423	0.185387739	0.776275018	178	BDH2|PDK4|ACADVL|SLC25A4|SUCLA2|ACAA2|MFN2|SLC25A20|MRPS12|ECHS1|PMPCA|NDUFS2|ACAT1|ETFB|SLC25A12|ECI1|ALDH6A1|TIMM10|TIMM17A|GOT2|MRPL35|SLC25A3|NDUFB7|CYC1|MRPL15|PRDX3|COX17|GLUD1|NDUFB2|OGDH|PHB2|AIFM1|HSD17B10|CYB5A|MDH1|CS|NDUFC1|SLC25A5|ECH1|SLC25A6|PDHA1|CPT1A|MTX2|LRPPRC|TIMM50|OAT|FH|IDH1|NDUFS7|IDH3A|UQCRC1|COX15|ETFDH|IDH2|SLC25A11|PDHB|NDUFB8|TIMM8B|TIMM13|NDUFA8|COX8A|DLAT	PRAD
HALLMARK	HALLMARK_P53_PATHWAY	0.024639684	0.053564531	0.352487858	-0.334463434	-1.361927117	167	IER3|FOS|PLK3|JUN|DDIT3|TOB1|FAS|NINJ1|TSPYL2|DDIT4|CDKN2B|PPP1R15A|MXD1|HSPA4L|ZFP36L1|NOTCH1|SLC7A11|TCN2|CDKN1A|ABCC5|SLC3A2|S100A10|GM2A|FOXO3|TAP1|ACVR1B|CCNK|BTG1|BLCAP	PRAD
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.767657993	0.872338628	0.054455595	-0.304682363	-0.746195514	13	DPP4|SRPRB|ELP4|FOXO1|SEC11A|AKT3	PRAD
HALLMARK	HALLMARK_PEROXISOME	1	1	0.038478692	-0.159864344	-0.580935163	81	DHCR24|ABCD2|ABCC5|CEL|IDI1|SEMA3C|ALB|SLC25A17|TOP2A|HSD17B11|ALDH1A1|EPHX2|FADS1|CLN6|CDK7	PRAD
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.014806333	0.033650757	0.380730401	-0.406490416	-1.501595642	92	CXCR4|DDIT3|E2F1|CAMK4|MAPK10|IL2RG|CDKN1A|TNFRSF1A|UBE2D3|VAV3|DAPP1|LCK|MAP2K3|THEM4|SQSTM1|MKNK1|CDKN1B	PRAD
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.033782876	0.064967069	0.321775918	-0.377042187	-1.380984573	88	ABCA1|CAV2|KIF1B|IGF2R|GLA|LMAN1|STX7|PPT1|TMED10|VAMP4|NAPG|NAPA|ICA1|TMED2|RAB14|LAMP2|GALC|M6PR|ARFGAP3|BET1|SGMS1|PAM|ATP7A|RAB5A|TOM1L1|CD63|GNAS|VAMP7|YIPF6|SEC24D|SNX2|ATP1A1|RPS6KA3|AP2S1|CTSC	PRAD
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.945205479	1	0.054343439	0.201518751	0.677407498	48	NQO1|GPX3|MPO|NDUFS2|FES|PRDX1|STK25|ERCC2	PRAD
HALLMARK	HALLMARK_SPERMATOGENESIS	0.434856176	0.53031241	0.077679856	-0.28512365	-1.009648656	70	CAMK4|HSPA4L|HSPA2|PCSK1N|GSTM3|ACRBP|SHE|VDAC3|EZH2|TTK|DMC1|PGS1|CDKN3|AURKA|DBF4	PRAD
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.260368664	0.382895094	0.128142917	0.335892553	1.137724803	50	TJP1|ID1|SPTBN1|WWTR1|BCAR3|CDKN1C|PMEPA1|ID3|ENG|CTNNB1	PRAD
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	5.52E-25	2.76E-23	1.295123087	-0.704548918	-2.868550714	165	G0S2|ICAM1|PLAUR|PLAU|FOSB|IER3|FOS|CXCL1|PTGS2|ZC3H12A|NR4A2|TNFAIP3|JUN|GADD45B|NFKBIA|BCL3|AREG|VEGFA|ZFP36|CXCL10|PER1|TNFAIP6|DUSP1|MAFF|NINJ1|IL7R|SOCS3|DUSP2|ABCA1|DUSP4|NFIL3|JUNB|PPP1R15A|PDE4B|GPR183|BCL2A1|NAMPT|MARCKS|CCNL1|EGR1|CD83|CEBPB|MXD1|FOSL1|LAMB3|TRIB1|FOSL2|PNRC1|RIPK2|EIF1|TGIF1|TLR2|PFKFB3|CDKN1A|IER2|CD44|PTGER4|KLF10|ZBTB10|BTG3|TUBB2A|NR4A3|IFIT2|BCL6|IFNGR2|NFE2L2|SPSB1|TAP1	PRAD
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.032920761	0.064967069	0.321775918	-0.363424678	-1.352895942	99	VEGFA|DNAJB9|TSPYL2|DDIT4|HSPA5|EIF2AK3|CEBPB|ERO1A|NABP1|SLC7A5|XBP1|TUBB2A	PRAD
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.000169113	0.001056957	0.518848078	0.455811865	1.800816844	118	TJP1|PTPN21|ADGRL2|EFEMP1|PTPRM|NRP1|GJA1|ID1|PPARG|RBPMS|IGFBP5|MET|ERBB2|COL3A1|CACNA1A|MT1E|DLC1|APBB2|VAV2|ATP2B4|PRKCE|SYNE1|PDGFRB|MGLL	PRAD
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.00406876	0.013376934	0.407017919	-0.397222927	-1.526840532	125	ICAM1|FOSB|FOS|NFKBIA|CDKN2B|JUNB|CREG1|GRINA|HSPA2|SLC6A8|SIGMAR1|FURIN|DNAJB1|TFRC|CDC34|MRPL23|PPT1|BCL2L11|BTG3|HLA-F|CASP3|AGO2|AQP3|EIF5|TAP1|BTG1|BSG|EIF2S3|CCNE1|PPP1R2|MGAT1|GLS|SQSTM1|TUBA4A|ARRB2	PRAD
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.371364653	0.47610853	0.102449406	0.344192234	1.070430742	34	JAG2|JAG1|NOTCH4|GNAI1|KAT2A|CTNNB1|HEY1|HDAC11|RBPJ|TP53	PRAD
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.094405594	0.162768266	0.19189224	-0.319946237	-1.241083585	131	RAP1GAP|HES6|FAS|AQP9|NINJ1|ENTPD5|PYCR1|CES1|VNN1|ABCD2|CYP27A1|ARG2|TNFRSF1A|GSTM4|POR|PC|GABARAPL1|SLC46A3	PRAD
HALLMARK	HALLMARK_ADIPOGENESIS	0.006403324	0.016008311	0.407017919	0.325788428	1.453742457	173	FABP4|COL4A1|DHCR7|MGLL|COL15A1|PPARG|CAVIN1|LPL|PGM1|SPARCL1|LAMA4|CD151|RNF11|CRAT|PHLDB1|SNCG|GPD2|UCP2|DNAJC15|ALDOA|CD36|YWHAG|FAH|SCARB1|STOM|DHRS7B|ACOX1|LIFR|TST|ME1|ADIPOR2|CAVIN2|SORBS1|GBE1|GPX3|ADCY6|LTC4S|MYLK|TALDO1|IDH1|LPCAT3|RTN3|COX6A1|SCP2|CMPK1|UCK1|ARAF|HSPB8|ELMOD3|MIGA2|REEP5|HADH|G3BP2|UQCR10|ITSN1|PFKL|SLC25A1|CDKN2C	READ
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	3.06E-10	3.82E-09	0.814035838	-0.536608581	-2.178149269	157	ACHE|ICAM1|TRAT1|BCL3|CD8B|CD3E|FAS|CD7|CD3D|CD8A|CD79A|CD3G|IL2RG|CRTAM|HLA-DMB|CCR1|KRT1|LTB|CD86|TPD52|CTSS|LY86|ITK|CD2|RIPK2|CD74|RPL9|IL15|LCK|RPS9|GBP2|IFNGR2|TAP1|PTPRC|NLRP3|RPS3A|APBB1|SIT1|IL4R|TLR2|UBE2D1|DYRK3|IGSF6|STAT1|IL12RB1|IL1B|CFP|ETS1|CD247|RPL39|ITGB2|EREG|NPM1|HLA-DRA|CSF1|FCGR2B|HLA-DMA|RPS19|HLA-DOA	READ
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.556675063	0.662708408	0.085784441	0.239496316	0.953264313	84	PTPN21|SPCS3|GPD1L|HOMER2|AKAP12|ACTN1|CCND3|ADAMTS1|LIFR|FADS1|CCND1|IQGAP2|CDC14B|SAT1|NCOA4|ITGAV|LMAN1|AKT1|PLPP1|CDK6|RAB4A|UBE2J1|INPP4B|MAP7|MAF|ANKH|SRF|PGM3|MERTK|CAMKK2|HERC3|GSR	READ
HALLMARK	HALLMARK_ANGIOGENESIS	0.116997792	0.182809051	0.193813303	0.455008539	1.380637861	23	FSTL1|SLCO2A1|NRP1|LPL|TNFRSF21|APP|JAG2|PF4|PDGFA|ITGAV|TIMP1	READ
HALLMARK	HALLMARK_APICAL_JUNCTION	4.10E-05	0.000204765	0.557332239	0.428111574	1.822530785	127	CADM2|VCAM1|TJP1|VWF|MYL9|CD34|GNAI1|JAM3|MDK|MYH9|COL17A1|VCL|ZYX|NECTIN1|PARVA|CRAT|ACTB|FBN1|CDH6|CLDN5|ACTN1|ITGB1|ACTG1|PECAM1|SRC|YWHAH|PARD6G|BAIAP2|RHOF|CD99|ITGA2|FYB1|ITGA9|ACTN4|TSPAN4|GAMT|IKBKG|SYK|LDLRAP1|CTNNA1|LIMA1|CTNND1|RRAS|EXOC4|FLNC|MSN|MAP4K2|FSCN1|ICAM5|ADAM15|EPB41L2|ADAM9|PIK3CB|CAP1|AKT2|ICAM2|ITGB4|AMIGO2|HADH|NEXN	READ
HALLMARK	HALLMARK_APICAL_SURFACE	0.066901408	0.119466801	0.23112671	-0.492503892	-1.416649006	25	PLAUR|MAL|IL2RG|TMEM8B	READ
HALLMARK	HALLMARK_APOPTOSIS	0.100156495	0.161542733	0.175204048	-0.306840209	-1.229110187	139	JUN|DDIT3|IER3|GADD45B|FAS|LEF1|PMAIP1|BCL2L11|ISG20|CD2|CD69|CD44|PPP2R5B|TAP1|CDKN1B|TNFSF10|MCL1|CD38|IL1B|PPT1|CDC25B|BTG2|EBP|EREG|TXNIP|RARA|CD14|BIRC3|IRF1|RHOB|DFFA|DIABLO|EGR3|IGF2R|PDCD4|ETF1	READ
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.695	0.755434783	0.054008827	-0.243122263	-0.864529614	69	AQP9|CYP27A1|ABCA1|KLF1|LCK|ABCD2|ALDH1A1|PEX16|HSD17B11|NR3C2|IDI1	READ
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.406326034	0.495519554	0.102080108	0.269415731	1.024232734	63	DHCR7|CLU|PPARG|CD9|GNAI1|LPL|ACTG1|AVPR1A|SC5D|STARD4|FABP5|FADS2|SREBF2	READ
HALLMARK	HALLMARK_COAGULATION	0.000122768	0.000558038	0.518848078	0.479397867	1.866481871	74	VWF|GSN|THBS1|CLU|SERPINE1|ITGB3|CD9|TIMP3|HTRA1|A2M|CSRP1|GP1BA|FBN1|MMP8|F8|CASP9|MMP1|SPARC|PECAM1|PROS1|PLEK|PF4|GP9|RAPGEF3|SERPING1|ITGA2|CFH|KLF7|LAMP2|SIRT2|HPN|PDGFB|CPQ|WDR1|PEF1|RAC1|TIMP1|LGMN|ADAM9	READ
HALLMARK	HALLMARK_COMPLEMENT	0.323308271	0.425405619	0.087309826	-0.259502494	-1.053831541	156	PLAUR|TNFAIP3|SPOCK2|MAFF|CXCL1|HSPA5|DPP4|CTSL|SERPINA1|CEBPB|FCN1|RASGRP1|F5|CTSO|CTSS|LCK|RCE1|PLA2G7|CTSH|S100A12|CPM|GATA3|DYRK2|TFPI2|S100A9|ERAP2|IRF1|SIRT6	READ
HALLMARK	HALLMARK_DNA_REPAIR	1	1	0.033676998	-0.145280683	-0.583066659	140	PDE4B|ELL|CMPK2|CLP1|STX3|NME3|RFC4|ERCC4|POLR1C|GUK1|POLR2J|TAF12|APRT|TAF1C|GTF2B|DAD1|IMPDH2|POLR2I|CSTF3|CDA|RPA3|BRF2|SSRP1|RPA2|RNMT|RAE1|NELFE|TARBP2|POLR3C|POLR2H|EDF1|ERCC8|MRPL40|NCBP2|POLE4|GTF2H3|PDE6G|GTF2F1|RFC3|XPC|GTF2H1|POM121|SF3A3|RBX1|MPG|POLL|EIF1B|HCLS1|LIG1|ITPA|SDCBP|DCTN4	READ
HALLMARK	HALLMARK_E2F_TARGETS	0.598828697	0.696312438	0.05490737	-0.226001093	-0.933732774	183	CCNE1|MYC|MYBL2|TFRC|UBE2S|CDKN1B|CCNB2|CDC25B|MAD2L1|BIRC5|CDCA8|DCK|GSPT1|PA2G4|POLD2|HMGA1|AURKB|CDK4|HMGB2|CKS2|POP7|TBRG4|LYAR|RANBP1|BRCA2|RAN|PLK1|RPA3|PPM1D|PTTG1|SSRP1|RPA2|PNN|KIF4A|NASP|DDX39A|NBN|HNRNPD|MXD3|PAICS|TRA2B|TOP2A|SNRPB|NOP56|EIF2S1|AURKA|POLE4|SPC24|CHEK1|RFC3|HUS1	READ
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	1.25E-05	6.96E-05	0.593325476	0.44833893	1.860567897	113	IGFBP2|COL4A2|VCAM1|LOX|BGN|SDC4|ELN|ENO2|COL4A1|FSTL1|MYL9|COL1A1|COL6A3|THBS1|SERPINE1|ITGB3|ITGB5|SNTB1|FERMT2|TIMP3|TPM4|HTRA1|FGF2|FLNA|QSOX1|CXCL12|CALD1|DPYSL3|MGP|ADAM12|BDNF|DST|FBN1|CALU|CDH6|TPM2|TPM1|ITGB1|MMP1|SPARC|PLOD1|TGFB1|NID2|WIPF1|P3H1|ECM1|ITGA2|IGFBP4|COL1A2|MEST|VEGFC|SAT1|COPA	READ
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.193146417	0.284038849	0.121543282	-0.285217209	-1.138102059	134	AREG|FOS|TOB1|CHPT1|PMAIP1|FCMR|TJP3|BCL11B|BHLHE40|MYC|RASGRP1|BCL2|SEC14L2|NXT1|KLF10|CD44|LRIG1	READ
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.096514745	0.160857909	0.237793834	0.280012776	1.197293075	129	CELSR2|DHCR7|PPIF|CD9|PRKAR2B|PAPSS2|SLC24A3|MDK|ASS1|TFF3|CXCL12|SLC2A8|FOXC1|HOMER2|RET|ABCA3|ST14|TSPAN13|FLNB|CA2|RPS6KA2|IMPA2|FABP5|DLG5|SCARB1|MYOF|IGFBP4|CCND1|TST|ANXA9	READ
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.268617021	0.363217976	0.136490438	0.253486509	1.074360235	124	ENO2|MGLL|CEL|CRAT|GPD2|PRDX6|ALDOA|RDH11|CD36|YWHAH|ACSL4|CA2|ACADVL|CPT1A|EPHX1|ACOX1|ME1|ADIPOR2|PTS|ODC1|LTC4S|HSD17B4|IDH1	READ
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.047058824	0.087145969	0.252961123	-0.314611091	-1.299890449	184	BCL3|MYC|MARCKS|SLC38A1|E2F1|MYBL2|ATF5|TFDP1|UBE2S|CDKN1B|CCNB2|CCNT1|CDC25B|NEK2|MAD2L1|BIRC5|E2F2|CCNF|MAP3K20|GSPT1|TLE3|HMGA1|CENPF|AURKB|EXO1|CUL4A|FOXN3|HSPA8|SQLE|CDK4|CBX1|PRMT5|CKS2|DTYMK|BUB3|DBF4|NDC80|CASP8AP2|BRCA2|SAP30|PLK1|TRAIP|TPX2|PTTG1|RPA2|KIF4A|NASP|DDX39A|RPS6KA5|HNRNPD|HIF1A|ORC5|TRA2B|CUL3|SFPQ|TOP2A|PRPF4B|YTHDC1|PML|AURKA|CHEK1|E2F4	READ
HALLMARK	HALLMARK_GLYCOLYSIS	0.009476819	0.020601781	0.380730401	-0.372941328	-1.496755447	140	DPYSL4|CXCR4|DDIT4|IER3|VEGFA|DSC2|VCAN|MXI1|HSPA5|ERO1A|RRAGD|NT5E|ISG20|CD44|IL13RA1|HOMER1|NSDHL|B4GALT7|B3GALT6|GCLC|HK2|P4HA1|TGFBI|BPNT1|TKTL1|AGL|GLRX|HAX1|PC	READ
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.336314848	0.431172882	0.094975153	-0.391874849	-1.099202436	22	ACHE|VEGFA	READ
HALLMARK	HALLMARK_HEME_METABOLISM	2.95E-06	2.01E-05	0.62725674	-0.455722208	-1.874855388	176	RAP1GAP|ALAS2|SLC6A9|SLC22A4|SELENBP1|SLC6A8|GYPC|MXI1|AHSP|EPB42|SPTA1|HBB|SLC25A37|CA1|SLC4A1|KEL|BPGM|KLF1|PRDX2|HBD|HMBS|PPOX|MYL4|PPP2R5B|ABCG2|FECH|RANBP10|TFRC|CLIC2|MOSPD1|NARF|MFHAS1|HAGH|RAD23A|GCLC|BLVRB|GLRX5|RNF123|GYPA|BTG2|AQP3|CIR1|FOXO3|E2F2	READ
HALLMARK	HALLMARK_HYPOXIA	1.14E-06	9.50E-06	0.643551836	-0.493751911	-1.977822609	139	DPYSL4|CXCR4|PLAUR|DDIT4|JUN|DDIT3|ADM|FOS|DUSP1|TNFAIP3|IER3|VEGFA|NFIL3|SELENBP1|ZFP36|MXI1|MAFF|PNRC1|HSPA5|ERO1A|BHLHE40|FOSL2|GAA|RRAGD|JMJD6|BCL2|NOCT|BTG1|TPD52|ISG20|PFKFB3|CDKN1B|B3GALT6|HK2|P4HA1|ETS1|PPP1R15A|TGFBI|KLF6	READ
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	0.003212151	0.014729648	0.431707696	-0.325978046	-1.530184697	181	ICAM1|PTGS2|TNFAIP3|NFKBIA|PDE4B|FAS|HLA-B|RSAD2|FPR1|HLA-A|CCL5|CD74|BPGM|ITGB7|FGL2|IL7|CASP3|CMPK2|SECTM1|EIF4E3|PNPT1|LGALS3BP|ST3GAL5|B2M|CD86|CDKN1A|TAP1|TAPBP|IL15|CD69|EPSTI1|HLA-DRB1|PLA2G4A|XAF1|RIPK2|SOCS3|JAK2|ARID5B|PNP|IL18BP|HLA-G|SELP|SPPL2A	LUSC
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.00548794	0.015244277	0.407017919	-0.428852598	-1.576259336	89	SELL|CXCL10|RIPK2|IFITM1|CD74|IL4R|ISG15|SP110|IRF7|ISG20|IRF1|BATF2|GBP2|OASL|NUB1|CMPK2|IFIT3|CASP1|IFIT2|SLC25A28|TAP1|STAT2|RSAD2|NMI|IFIH1|SAMD9L|PSME2|MX1|PARP9|CSF1|EIF2AK2|OGFR|TXNIP|PLSCR1|TRIM26|PSME1	ESCA
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.00437691	0.01683427	0.407017919	-0.329260654	-1.522411617	161	NFKBIZ|TNFRSF1B|CD83|FURIN|GADD45B|MAFF|SELL|BCL2L1|CDC42SE2|SHE|CKAP4|IFNGR1|GPX4|ST3GAL4|ODC1|CD44|DHRS3|AGER|CCR4|FGL2|CASP3|NT5E|SMPDL3A|LCLAT1|LTB|CA2|CD86|SLC1A5|RABGAP1L|GABARAPL1|HIPK2|NFIL3|EEF1AKMT1|BHLHE40|P4HA1|BMPR2|CD48|PHTF2|IGF1R|SLC2A3|LRIG1|PNP|CSF1|MXD1|CTSZ	LUSC
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.008733067	0.021832668	0.380730401	-0.388681385	-1.475174361	159	GADD45B|IL1R2|MAFF|TNFRSF1B|NFIL3|NFKBIZ|CKAP4|CD83|SELL|FGL2|MXD1|BHLHE40|CXCL10|RRAGD|P2RX4|IFNGR1|CD48|PIM1|SMPDL3A|HK2|CD44|CD86|CASP3|IL4R|KLF6|SHE|MYC|CTSZ|CSF1|SYNGR2|CDC42SE2|TNFSF10|GABARAPL1|RHOB|SLC1A5	PAAD
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	0.006670363	0.022234544	0.407017919	-0.358960804	-1.49566023	182	ICAM1|NFKBIA|PTGS2|TNFAIP3|SOCS3|FPR1|TNFAIP6|FAS|NAMPT|CSF2RB|CXCL10|CDKN1A|FCGR1A|HLA-B|RSAD2|HLA-G|PDE4B|PELI1|CASP3|SECTM1|BPGM|TAPBP|EIF4E3|IFITM2|TAP1|CMPK2|SERPING1|FGL2|CD74|IFITM3|HLA-A|JAK2|CD86|CCL5|PFKP|B2M|PNP|SOD2|PLA2G4A|CD274|RIPK2|LGALS3BP	THCA
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.007166664	0.017063485	0.407017919	0.422163306	1.599525434	62	IGFBP2|CELSR2|KCNMB1|SNN|CACNA1F|GP1BA|RYR2|EGF|PTPRJ|TGFB2|MAGIX|TCF7L1|MFSD6|RYR1|COPZ2|YPEL1|GAMT|THRB|SYNPO|TG|CHST2|C5|CCDC106	READ
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.001029215	0.003216297	0.455059867	-0.418262556	-1.652299792	128	CXCR4|PLAUR|PLAU|PTGS2|G0S2|TNFAIP3|TNFRSF1B|IL7R|TLR8|GYPC|PLEK2|ERO1A|IL2RG|ADAM8|BPGM|TRIB1|PCSK1N|SLPI|CTSS|KCNN4|TRAF1|LY96|IL1B|ETS1|PPP1R15A|C3AR1|LAT2|ITGB2|EREG|GLRX|LAPTM5|KIF5C|BIRC3|CXCL10|IL10RA	READ
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.029874553	0.059749106	0.352487858	0.285860009	1.297568323	194	SORBS2|GSN|MYH9|FLNA|CTTN|VCL|DST|SPTBN1|MYO1E|CDC42EP1|ARHGAP29|KIF3C|FLNB|BCAR1|RHOF|DYNLL2|CLIP2|NCK2|ACTN4|NIN|SYNPO|TLK1|CLIP1|FSCN1|ALS2|FARP1|RAB3GAP1|EPB41L2|BCR|CNTROB|BUB1|SPTAN1|ARHGEF12|TUBA4A|MARK4|MAPRE1|TRIO|CAPZB|ABR|CLASP1|ITSN1|CENPJ|STK38L|YWHAE|HDAC6|RAPGEF5|ARAP3|CKAP5|CYTH2|PKD2|KIF11|DYNC1H1|LLGL1|FGD6|KIF3B	READ
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.174743025	0.264762159	0.124434169	-0.277484602	-1.146535638	182	CXCR4|DDIT4|DDIT3|NFIL3|HSPA5|ERO1A|BHLHE40|NAMPT|TM7SF2|HMBS|FGL2|TFRC|GCLC|HK2|P4HA1|SDF2L1|SLC1A5|CFP|PPP1R15A|BTG2|ITGB2|EBP|HMGCR|GLRX|CCNF|IDI1|SYTL2|SHMT2|PPA1|FKBP2|ETF1|XBP1|SRD5A1|LDHA|PNO1|SQLE|HSPE1|ELOVL6|SLC2A1|CYB5B	READ
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.001770769	0.005208145	0.455059867	-0.371670142	-1.544253824	187	MYC|RPL6|RPS6|RPL22|RPS5|RPS3|EEF1B2|TFDP1|RPL18|CNBP|RPL14|RPL34|RACK1|SNRPA|RPS2|RPLP0|SNRPD2|FBL|MAD2L1|SNRPA1|RFC4|RSL1D1|NPM1|HDDC2|SSBP1|GSPT1|HNRNPA1|SRSF7|PA2G4|POLD2|ETF1|LDHA|CCT3|C1QBP|HSPE1|CDK4|ABCE1|EIF3D|PSMB3|SRSF3|PABPC4|PHB2|ILF2|BUB3|SNRPB2|DDX21|RANBP1|IMPDH2|APEX1|RRP9|RAN|HSPD1|GLO1|XPOT|VDAC1|SRPK1|MRPL9|HSP90AB1|EIF3B|PWP1|CCT2|HNRNPD|PSMD8|ERH|TRA2B|LSM7|NOP56|EIF2S1|NCBP2|PRDX3|RNPS1|PSMD7|SSB|PSMA4|CUL1|PSMB2|CBX3|CCT7|ORC2|TRIM28|SNRPG|MCM2|CYC1|CLNS1A|TUFM|NOLC1	READ
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.009100552	0.020601781	0.380730401	-0.477872045	-1.615933016	53	DUSP2|MYC|PUS1|HK2|SLC19A1|NPM1|PA2G4|EXOSC5|NOC4L|HSPE1|CDK4|WDR74|RABEPK|TBRG4|PES1|RRP9|PLK1|HSPD1|NOP2|IMP4|LAS1L|RCL1|NOP56|SUPV3L1|CBX3|WDR43|MYBBP1A|NOLC1	READ
HALLMARK	HALLMARK_MYOGENESIS	3.22E-06	2.01E-05	0.62725674	0.463144992	1.954207699	121	COL4A2|PTGIS|APLNR|GSN|COL1A1|COL6A3|COX7A1|CLU|COL15A1|TNNT3|ITGB5|MYOM2|TNNC2|TEAD4|FGF2|MYH9|MYO1C|FKBP1B|WWTR1|APP|ADAM12|CRAT|MAPK12|IGFBP7|PFKM|PDLIM7|TPM2|ITGB1|SPARC|FHL1|CD36|TGFB1|MYL6B|PRNP|MEF2C|DTNA|SVIL|TPM3|RYR1|KIFC3|GNAO1|NAV2|ATP6AP1|SORBS1|GPX3|SIRT2|FLII|SPHK1|DMD|PTP4A3|MYLK|HDAC5|PLXNB2|PKIA	READ
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.638743455	0.709714951	0.060118614	-0.304166392	-0.884296028	26	DLL1|FZD5|MAML2|LFNG|NOTCH1|PPARD|DTX1|SAP30	READ
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	1	1	0.065981614	0.12414491	0.556167916	177	CYB5R3|MAOB|NDUFA4|MFN2|NQO2|ACADVL|CPT1A|GPI|MTRR|COX17|OPA1|ATP6AP1|NDUFC1|ATP1B1|IDH1|TIMM8B|SLC25A4|SLC25A20|ATP6V1F|UQCRH|PDK4|COX6A1|IDH2|ATP6V1E1|ATP6V0E1|MTX2|SDHA|UQCR10	READ
HALLMARK	HALLMARK_P53_PATHWAY	0.003219273	0.008942424	0.431707696	-0.368329529	-1.502880407	162	PLK3|DDIT4|JUN|DDIT3|FOS|IER3|FAS|TOB1|CTSF|NINJ1|TM4SF1|GM2A|ZFP36L1|BTG1|RPS12|MKNK2|TAP1|RPL18|TSPYL2|RACK1|MXD1|HINT1|DGKA|RPL36|PPP1R15A|BTG2|TCN2|RAD9A|SERTAD3|TXNIP|FOXO3|BLCAP|CDKN2B|S100A10|NOTCH1|CSRNP2|RNF19B|ACVR1B|FAM162A|UPP1|FUCA1|RALGDS|CD81|EPS8L2|RHBDF2|RETSAT|NOL8|LDHB	READ
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.626102293	0.709714951	0.061570676	-0.361204619	-0.886987163	13	DPP4|SRPRB	READ
HALLMARK	HALLMARK_PEROXISOME	0.037586922	0.072282542	0.321775918	0.352867185	1.402317742	81	CEL|CLN8|CRAT|ALB|DLG4|RDH11|NUDT19|YWHAH|ACSL4|DHRS3|ACOX1|ABCB1|FADS1|ABCB4|PRDX5|SLC23A2|HSD17B4|IDH1|SLC25A4|SCP2|IDH2|HMGCL|GNPAT|CLN6|STS|ABCD1	READ
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.268781302	0.363217976	0.104343953	-0.299107726	-1.107617931	91	CXCR4|DDIT3|CAMK4|IL2RG|E2F1|THEM4|LCK|MKNK2|CDKN1B	READ
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.003717647	0.009783281	0.431707696	0.398423668	1.596533785	89	DST|CLCN3|SNAP23|ADAM10|GNAS|OCRL|ARF1|BNIP3|LAMP2|DNM1L|AP2S1|AP1G1|STX16|NAPA|ARFGEF2|LMAN1|AP2M1|CLTC|SCRN1|PAM|TMX1|COPB2|RAB22A|M6PR|CD63|RER1|KRT18|ATP1A1|BET1|MAPK1|SEC22B|YIPF6|CAV2|CTSC|GOSR2|VPS45|VAMP4	READ
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.764018692	0.795852804	0.065532103	0.230621291	0.825534807	47	PRDX6|G6PD|PTPA|PRNP|CDKN2D|PFKP|PDLIM1|GPX3|MSRA|MBP|NDUFS2|GCLM|ATOX1|FTL|FES|GSR|PRDX4|SOD2|TXNRD1	READ
HALLMARK	HALLMARK_SPERMATOGENESIS	0.728499157	0.774999103	0.052375908	-0.240583716	-0.850657644	68	CAMK4|PCSK1N|CCNB2|SHE|NEK2|TKTL1|RFC4|ARL4A|ZPBP	READ
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.372641509	0.465801887	0.105520937	0.289979368	1.050653453	49	TJP1|THBS1|SERPINE1|WWTR1|ACVR1|SPTBN1|TGFB1|ID1|RHOA|CDKN1C|FKBP1A	READ
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	4.63E-25	2.32E-23	1.295123087	-0.68662996	-2.800262116	163	AREG|TUBB2A|LAMB3|PLAUR|PLAU|PTGS2|ICAM1|G0S2|FOSB|JUN|TNFAIP6|BCL3|CD83|FOS|ZC3H12A|DUSP1|TNFAIP3|PER1|IER3|VEGFA|GADD45B|NFIL3|IL7R|NFKBIA|ZFP36|DUSP2|PDE4B|MAFF|CXCL1|SOCS3|CCRL2|NR4A2|PNRC1|NINJ1|CCNL1|DUSP4|GPR183|TGIF1|EGR1|BCL2A1|BHLHE40|FOSL2|NAMPT|MYC|CEBPB|MARCKS|TRIB1|ABCA1|JUNB|BCL6|BTG1|KLF10|RELB|RIPK2|SLC16A6|CD69|PTGER4|CD44|IFNGR2|PFKFB3|TAP1|KLF2|TLR2|LITAF|TRAF1|MXD1|ZBTB10|MCL1|IL1B|SERPINB8|IFIT2|TNFAIP2|PPP1R15A|BTG2|SLC2A6|KLF6|REL	READ
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.000838269	0.003077196	0.477270815	-0.446645402	-1.689509952	98	TUBB2A|DDIT4|VEGFA|DNAJB9|HSPA5|ERO1A|CEBPB|SRPRB|TSPYL2|NABP1|DNAJA4|RPS14|NPM1|HERPUD1|EIF2AK3|EEF2|IFIT1|YIF1A|EXOSC5|XBP1|EXOSC9|NFYA|ALDH18A1|EIF4A2|EIF4EBP1|CEBPG|PAIP1|ZBTB17|PDIA6|RRP9|EXOC2|PDIA5|HSP90B1|XPOT|NOP14	READ
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.000923159	0.003077196	0.477270815	0.389727271	1.622704542	116	TJP1|MGLL|PTPN21|COL1A1|PLPP3|SERPINE1|PPARG|ITGB3|PRKAR2B|NRP1|ADGRL2|MAP1B|BDNF|GRK5|IGFBP5|ERBB2|IGF1R|LTBP1|RBPMS|ID1|FZD2|DLC1|COL1A2|ATP2C1|KALRN|PTPRM|NFIB|GCNT1|KCNMA1	READ
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.010862673	0.022630569	0.380730401	-0.371728883	-1.460170843	122	ICAM1|FOSB|FOS|NFKBIA|BCL2L11|SLC6A8|GRINA|CCNE1|SIGMAR1|KCNH2|RASGRP1|JUNB|BTG1|DNAJB1|TAP1|TFRC|EIF2S3|PPAT|CDC34|PPT1|CREG1|BTG2|AQP3|MGAT1|RFC4|NR4A1|CDKN2B|IRF1|NXF1|RHOB|ARRB2	READ
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.204429302	0.292041859	0.123842171	-0.38993112	-1.208071082	34	LEF1|TCF7|DLL1|MYC|AXIN2	READ
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.088709677	0.15294772	0.248911114	0.287730921	1.22491073	127	EPHA2|SPINT2|SERPINE1|ATP2A2|PAPSS2|ATOH8|ACP2|PTGR1|BCAT1|ABCC3|SLC35D1|TMEM176B|TGFB2|PROS1|SLC6A6|CD36|BCAR1|CA2|GSTM4|EPHX1|FAH|COMT|ACOX1|AKR1C3|IGFBP4|MAN1A1|PTS|CASP6|NPC1|PGD|NDRG2|PGRMC1|IDH1|ARPP19|TMBIM6|PDK4|GSTO1|HMOX1	READ
HALLMARK	HALLMARK_ADIPOGENESIS	0.920353982	0.979099981	0.134273453	-0.192549609	-0.837946144	174	ORM1|TOB1|PIM3|BCL6|C3|DNAJB9|PFKFB3|TKT|PPP1R15B|GRPEL1|ELOVL6|IFNGR1|APOE|ARL4A|ABCA1|SQOR|HSPB8|SORBS1|DRAM2|CMBL|ALDH2|SLC19A1|PDCD4|RIOK3|ACAA2|GHITM|CCNG2|CAT|TANK|UQCRQ|NDUFAB1|SAMM50|PLIN2|PEMT|SDHB|MGST3|DLD	SARC
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	2.29E-08	2.29E-07	0.733761988	-0.482487479	-2.05785853	158	ACHE|BCL3|ICAM1|TRAT1|CD3E|CD8B|CD8A|CD7|CD3D|CRTAM|CD3G|KRT1|LCK|ITK|FAS|CD28|RIPK2|EREG|GBP2|RPL9|MMP9|CSF1|UBE2D1|CD2|RPS3A|IFNGR2|IL1B|IL2RG|RPS9|ETS1|APBB1|RPL39|SPI1|CTSS|LTB|NLRP3|DYRK3|RPS19|NCF4|IFNGR1|CD247|STAT1|IL4R|IGSF6|CCL4|NPM1|TLR2|CFP|CCND2|IL2RB|CD96|CCR1|GPR65|FGR|EIF3D|GZMA|BCL10|LY86|CD86|WAS|ZAP70|HIF1A	SARC
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	1	1	0.095920678	-0.166732218	-0.655231982	85	STEAP4|DNAJB9|IDI1|PA2G4|ARID5B|SCD|INSIG1|SORD|SGK1|XRCC6|MAF|DBI|ELL2|FKBP5|PIAS1|GNAI3|VAPA|SMS|CENPN|AKAP12|ABHD2|UAP1|ELK4|SEC24D|HMGCR	SARC
HALLMARK	HALLMARK_ANGIOGENESIS	0.302571861	0.420238696	0.091392433	0.465765283	1.155416838	22	NRP1|TNFRSF21|FSTL1|SLCO2A1|ITGAV|PF4|THBD|VAV2|APP	SARC
HALLMARK	HALLMARK_APICAL_JUNCTION	0.099435028	0.191221208	0.147331214	0.389419216	1.263298916	133	NEGR1|TRO|NLGN3|NECTIN1|PKD1|NRXN2|TMEM8B|LAMA3|ITGA3|VWF|MYL9|CERCAM|CRAT|ZYX|JAM3|SYK|BAIAP2|TJP1|VAV2|CLDN15|MYH9|COL17A1|RHOF|SRC|VCL|TSPAN4|ACTB|TRAF1|ADAM15|DHX16|MDK|ITGB1|ICAM5|CD99|BMP1|SYMPK|MPZL1|MAP4K2|AKT2|IKBKG|RRAS|CTNND1|CADM2|ADAM9|CLDN5|CTNNA1|EXOC4|GAMT|ACTN1|TGFBI|WASL|INPPL1|SDC3|YWHAH|ACTG1|PECAM1|ACTN4|TAOK2	SARC
HALLMARK	HALLMARK_APICAL_SURFACE	0.220437956	0.367396594	0.108394256	0.468101325	1.209216399	29	SRPX|GAS1|ATP8B1|SULF2|TMEM8B|MDGA1|CROCC|GHRL	SARC
HALLMARK	HALLMARK_APOPTOSIS	0.001191042	0.004580932	0.455059867	-0.370322278	-1.576150976	140	DDIT3|IER3|GADD45B|LEF1|FAS|EREG|BCL2L11|CD2|IL1B|CD69|LGALS3|CTH|ANXA1|EGR3|CD44|PMAIP1|IFNGR1|HMGB2|TXNIP|MCL1|BNIP3L|PPP2R5B|ETF1|CAV1|ISG20|CDKN1B|CCND2|PAK1|JUN|CASP1|IRF1|RARA|TSPO|BIRC3|BCL10|FDXR|RHOB|DNAJA1|NEFH|PDCD4|PPT1|CYLD|RELA|CASP3|CDC25B	SARC
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.171500631	0.295690742	0.115240003	0.406701897	1.22879078	71	SLC23A1|CYP46A1|NPC1|ABCA2|GNMT|SLC23A2|EFHC1|RETSAT|BCAR3|SLC35B2|ABCA6|PAOX|AR|PFKM|FADS2	SARC
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.29468599	0.420238696	0.179782316	-0.296609848	-1.088161684	63	PLAUR|NFIL3|PNRC1|IDI1|LGALS3|S100A11|GLDC|ETHE1|SCD|ATF5|PLSCR1|CXCL16|TRIB3|ANXA5|NSDHL	SARC
HALLMARK	HALLMARK_COAGULATION	0.259028643	0.39246764	0.089164712	0.375135661	1.141112793	80	MMP11|PROC|MMP15|MST1|LRP1|VWF|SERPING1|ITGB3|CSRP1|THBS1|CLU|CASP9|MMP1|PLAT|PF4|F12|F8|THBD|CD9|SPARC|GP1BA|PLEK|GP9|KLF7|TIMP3|CTSO|LGMN|BMP1	SARC
HALLMARK	HALLMARK_COMPLEMENT	0.019500929	0.051318235	0.352487858	-0.307468299	-1.318142711	157	PLAUR|CXCL1|MAFF|TNFAIP3|TFPI2|CEBPB|LCK|SERPINA1|S100A9|C3|CDA|PIM1|S100A12|GATA3|RASGRP1|F5|GNG2|CTSS|LGALS3|PLA2G7|SPOCK2|C1QA|DOCK9|GNB2|FDX1|C1QC|CPM|CASP1|IRF1|MSRB1|RHOG|GCA|GZMA|PSMB9|LAP3|CASP5|PLSCR1|WAS|MMP8|CD59	SARC
HALLMARK	HALLMARK_DNA_REPAIR	0.786324786	0.873694207	0.143758989	-0.214869772	-0.909580538	142	STX3|CDA|PDE4B|RPA3|CMPK2|PDE6G|GUK1|CLP1|POLR3GL|POLR2J|RPA2|POLE4|POLR2K|EIF1B|APRT|EDF1|RBX1|TAF12|IMPDH2|SDCBP|GTF2H5|POLR2C|NELFE|POLR1D|GTF2B|NT5C3A|ALYREF|POLL|CSTF3|PCNA|POLR2I|BCAM|DCTN4|HCLS1|GTF2A2|TYMS|ELL|RFC4|AGO4|SSRP1|RFC2|RRM2B|RALA|TAF9|POLD3|GTF2F1|SF3A3	SARC
HALLMARK	HALLMARK_E2F_TARGETS	0.077709337	0.161894453	0.287805131	-0.269316477	-1.16577193	189	BIRC5|UBE2S|GSPT1|MYC|CDCA8|RPA3|HMGB2|PA2G4|MYBL2|CDK1|MCM2|CDKN1B|HMGA1|TFRC|POP7|RPA2|HMGB3|POLE4|DCK|EIF2S1|CKS2|AURKB|DEPDC1|UNG|PRPS1|KPNA2|MCM6|MAD2L1|CDC20|RAN|PTTG1|JPT1|SPC25|RAD21|CDC25B|PLK1|NBN|ANP32E|XRCC6|ING3|PHF5A	SARC
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.142025611	0.253617163	0.12267919	0.384315015	1.23085205	116	COL8A2|IGFBP3|GAS1|FBN2|IGFBP2|PMEPA1|COLGALT1|NOTCH2|TPM2|LOXL2|FSTL1|COL4A2|LRP1|LAMA3|ENO2|QSOX1|LOX|COL6A3|DST|SDC4|PLOD3|MYL9|P3H1|FERMT2|ITGB3|THBS1|PLOD1|ITGB5|CALU|TPM4|ITGAV|ACTA2|MMP1|FLNA	SARC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.358683314	0.471951729	0.067206509	0.325556577	1.056399356	137	ESRP2|TTC39A|UGCG|SCARB1|FLNB|CELSR2|CELSR1|AKAP1|DHCR7|CLIC3|ABAT|MPPED2|NADSYN1|SLC1A4|PPIF|MREG|RET|SLC39A6|ENDOD1|OPN3|RPS6KA2|PAPSS2|WWC1|SLC37A1|CBFA2T3|MINDY1	SARC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.028152712	0.070381781	0.352487858	-0.306981803	-1.296756161	131	AREG|FOS|ST6GALNAC2|DUSP2|TOB1|ZFP36|TFPI2|CHPT1|SERPINA1|S100A9|BLVRB|TJP3|CHST8|NXT1|MICB|SLC16A1|EGR3|CD44|ID2|CAV1|FKBP4|ISG20|FAM102A|BATF|SNX10|HSPB8|BAG1|MAPK13|ARL3|PDCD4|SORD|IGFBP4|SGK1|MOCS2|CDC20|TIAM1|UGDH|SIAH2	SARC
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.03005037	0.0715485	0.352487858	-0.328236638	-1.375959632	124	G0S2|CA4|ALDH1A1|S100A10|GABARAPL1|ACSL1|IDI1|LDHA|SDHD|HSD17B11|ACSM3|GLUL|UBE2L6|BLVRA|HSDL2|CPOX|ACOT2|SUCLG2|ECI2|HSPH1|GSTZ1|ACAA2|PSME1|HSD17B10|VNN1|UGDH|NBN|CRYZ|NSDHL|APEX1|LGALS1|HCCS|PCBD1|DLD|ACAT2|OSTC|KMT5A|CBR1|HSP90AA1	SARC
HALLMARK	HALLMARK_G2M_CHECKPOINT	1.06E-05	6.65E-05	0.593325476	-0.390797845	-1.675271142	186	BCL3|BIRC5|MARCKS|TFDP1|E2F1|CENPF|UBE2S|GSPT1|MAP3K20|MYC|NEK2|E2F2|MYBL2|CDK1|FOXN3|MCM2|HSPA8|CDKN1B|HMGA1|DBF4|RPA2|HMGB3|SAP30|SNRPD1|HMGN2|ATF5|SLC38A1|CKS2|AURKB|TLE3|HIF1A|KPNA2|MCM6|MAD2L1|CDC20|CCNT1|PTTG1|JPT1|RAD21|PRMT5|CDC25B|CUL4A|MT2A|PLK1|CUL3|FBXO5|EXO1|CBX1|DMD|SRSF10|KMT5A|TROAP|TPX2|CDK4|SQLE|ORC5|LMNB1|E2F4	SARC
HALLMARK	HALLMARK_GLYCOLYSIS	0.01024586	0.032018313	0.380730401	-0.331430489	-1.413766881	146	IER3|CXCR4|VEGFA|DSC2|DDIT4|MXI1|ALDOB|AGL|RRAGD|IL13RA1|CAPN5|FAM162A|DPYSL4|GCLC|HK2|TKTL1|NT5E|CTH|CD44|LDHA|CDK1|GLRX|ERO1A|FKBP4|ISG20|HOMER1|HAX1|IRS2|SAP30	SARC
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.472809668	0.591012085	0.06767604	0.400142663	1.000511491	24	NRP1|GLI1|SLIT1|CELSR1	SARC
HALLMARK	HALLMARK_HEME_METABOLISM	3.65E-17	9.14E-16	1.067209987	-0.593438184	-2.578180574	176	RAP1GAP|ALAS2|SLC22A4|EPB42|SELENBP1|HBB|SLC6A9|KLF1|CA1|HBD|AHSP|SLC6A8|SLC4A1|GYPC|MXI1|ABCG2|SPTA1|SLC25A37|KEL|BPGM|CLIC2|MOSPD1|PRDX2|GYPA|OSBP2|GLRX5|FECH|C3|BLVRB|HMBS|ACKR1|MYL4|GCLC|TSPAN5|RAD23A|FOXO3|RANBP10|HAGH|MFHAS1|CIR1|E2F2|TRAK2|RBM38|BNIP3L|PPP2R5B|TRIM10|TFRC|EPB41|DCUN1D1|ADD2|BLVRA|CPOX|OPTN|SLC25A38|NUDT4|PSMD9|LPIN2|FBXO34|RIOK3|NARF	SARC
HALLMARK	HALLMARK_HYPOXIA	7.94E-07	6.62E-06	0.659444398	-0.464813863	-1.967636674	142	PLAUR|FOS|DDIT3|IER3|ADM|CXCR4|MAFF|VEGFA|DDIT4|DUSP1|SELENBP1|NFIL3|ZFP36|MXI1|TNFAIP3|ALDOB|PNRC1|FOSL2|RRAGD|JMJD6|PIM1|BTG1|FAM162A|DPYSL4|HK2|ETS1|PFKFB3|TKTL1|FOXO3|PPP1R15A|LDHA|BHLHE40|BNIP3L|GLRX|ERO1A|CAV1|ISG20|CDKN1B|IRS2|JUN|SAP30	SARC
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.007111236	0.023704122	0.407017919	-0.425769958	-1.578050323	68	CXCL1|IL1R2|CSF3R|SOCS3|FAS|IL13RA1|CXCL10|PIM1|CSF1|IFNGR2|IL1B|IL2RG|LTB|IL1R1|CD44|IFNGR1|TNFRSF1B|STAT1|IL4R|HAX1|TLR2|JUN|IRF1|CCR1	SARC
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.004150492	0.025940574	0.407017919	-0.622642553	-1.95814889	67	CXCL1|IL1R2|JUN|CSF3R|SOCS3|TNFRSF1B|FAS|CSF1|IL2RG|IFNGR1|PDGFC|TLR2|CSF2RB|IL13RA1|CD14|CXCL10|CD44|STAT1|CCR1|IFNGR2|ACVR1B|IL4R|LTBR|TNFRSF1A|ITGA4|IL7|LEPR	OV
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.010179358	0.026787785	0.380730401	-0.445036257	-1.485138059	89	SELL|IFITM1|CXCL10|IL4R|CD74|LPAR6|RSAD2|CSF1|RIPK2|BATF2|TAP1|ISG20|UBE2L6|GBP2|CCRL2|IRF1|ISG15|SP110|TXNIP|NUB1|SLC25A28|CASP1|BST2|PSME2|TRIM26|GBP4|TMEM140|PLSCR1	HNSC
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.010272845	0.027033802	0.380730401	-0.372375289	-1.522987546	90	B2M|TMEM140|IL7|CXCL10|CD47|SELL|HLA-C|CD74|GMPR|IFIT2|IFITM1|TAP1|EPSTI1|ELF1|RSAD2|IL15|CSF1|OASL|PSMB9|IRF2|PNPT1|GBP2|SP110|IL4R|IFIT3|BATF2|IFITM2|IRF1|TRAFD1|IFI44L|CASP1|TXNIP|LPAR6	AML
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	0.003893896	0.027813546	0.431707696	-0.437798242	-1.818588982	180	ICAM1|PTGS2|TNFAIP3|NFKBIA|FPR1|CXCL10|SOCS3|PDE4B|CD86|SERPING1|FAS|FGL2|FCGR1A|CSF2RB|SECTM1|TAP1|CD69|PLA2G4A|CD74|PELI1|RIPK2|HLA-DRB1|UBE2L6|NAMPT|EIF4E3|PNPT1|B2M|CDKN1A|TNFSF10|CMPK2|CASP3|NMI|RSAD2|ISG15|SPPL2A|IL7|PNP|XAF1|TAPBP|HIF1A|EPSTI1|HLA-B|TNFAIP6|JAK2|SP110|HLA-G|OASL|UPP1|HLA-A|LY6E|STAT1|ITGB7|HLA-DMA|IL10RA	BRCA
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.011399614	0.033528276	0.380730401	0.518794528	1.557949356	67	SLC12A3|TGM1|KRT5|IDUA|IGFBP2|CELSR2|CLSTN3|YPEL1|KCNMB1|CACNA1F|ENTPD7|LFNG|KMT2D|SLC29A3|SPTBN2|STAG3|MAGIX|SNN|PRKN|CCDC106|RYR2|SPHK2|GP1BA	SARC
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	8.20E-05	0.000431519	0.538434096	-0.414783684	-1.752134141	131	G0S2|PLAU|PLAUR|PLEK2|CXCR4|PTGS2|SLPI|GYPC|TNFAIP3|IL7R|BPGM|PCSK1N|EREG|CXCL10|MMP9|TRIB1|IL1B|IL2RG|ETS1|ARG1|ADAM8|CTSS|PPP1R15A|LY96|TNFRSF1B|ID2|PRELID3B|LAT2|GLRX|GADD45G|ERO1A|IL33|CCND2|C3AR1	SARC
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.851321586	0.92534955	0.024779019	0.238083461	0.79890999	195	FLNB|SORBS2|NOTCH2|TUBGCP6|MYO1E|DST|ARHGAP27|KLC1|KPTN|CEP131|ARHGAP4|CNTROB|RHOT2|CCDC88A|FLNA|PIF1|CEP72|MYH9|NUMA1|PCNT|RHOF|VCL|PLEKHG2|KIF3C|CEP250|ABL1|TRIO|ALS2|DYNC1H1|HDAC6|SUN2|CTTN|CLASP1|AKAP13|MYO9B|ARHGEF7|NIN|PKD2|SAC3D1|DOCK2|WASL|CLIP2	SARC
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.016727029	0.046463969	0.352487858	-0.294519227	-1.268373348	184	DDIT3|CXCR4|DDIT4|NFIL3|NAMPT|HMBS|GCLC|HK2|IDI1|PPP1R15A|CTH|LDHA|ELOVL6|PPA1|BHLHE40|GLRX|ETF1|ERO1A|MCM2|UBE2D3|TFRC|CFP|SCD|FDXR|INSIG1|HSPD1|UNG|SORD|CACYBP|FGL2|TRIB3|PLK1|SHMT2|CCT6A|SQLE|GLA|NFKBIB|LTA4H|TOMM40|BTG2|SLC2A1|HSPA9|SYTL2	SARC
HALLMARK	HALLMARK_MYC_TARGETS_V1	8.83E-15	1.47E-13	0.986546284	-0.5523304	-2.367728458	186	TFDP1|RPL6|RPS6|RPS5|RPS3|RPL22|EEF1B2|RPL18|CNBP|RPL34|RPS2|RPL14|RPLP0|RACK1|GSPT1|SNRPD2|FBL|MYC|LDHA|PA2G4|SNRPB2|ETF1|MCM2|SSBP1|HNRNPA1|CBX3|PSMB3|NPM1|RSL1D1|HSP90AB1|SRPK1|PABPC4|SNRPD1|XPOT|EIF3D|EIF2S1|TUFM|GLO1|PHB2|HSPD1|MRPL9|VDAC1|SRSF3|KPNA2|PSMD8|MCM6|MAD2L1|CDC20|MRPL23|HDDC2|RAN|IMPDH2|SNRPG|LSM2|C1QBP|DDX21|ERH|NDUFAB1|PRPS2|SSB|RNPS1|VDAC3|XRCC6|APEX1|ABCE1|PCNA|MRPS18B|SERBP1|ILF2|CDK4|SET|CCT3|UBE2E1|NOP16|CCT7|EIF4H|HSPE1|TYMS|PPIA|PSMB2|ACP1|SF3A1|TCP1|PTGES3|RFC4|CUL1|SRSF7|PRDX3|PSMD7|HNRNPA3|CCT5|SNRPA|RANBP1|RRM1|UBE2L3|HNRNPD|CCT2|DDX18|EIF3B|PCBP1|CCT4|SNRPD3|NCBP2|CCNA2|PSMA7|HDAC2|PSMC6|NOLC1	SARC
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.048110293	0.109341574	0.321775918	-0.381487851	-1.362819357	54	DUSP2|HK2|MYC|PA2G4|CBX3|NPM1|SLC19A1|NDUFAF4|HSPD1|UNG|SORD|PLK1|RABEPK|NIP7|CDK4|NOP16|HSPE1|SUPV3L1|MPHOSPH10|DDX18|MRTO4|IMP4|EXOSC5|WDR74|NOLC1|WDR43	SARC
HALLMARK	HALLMARK_MYOGENESIS	0.233449477	0.376531415	0.091107313	0.355897825	1.142620028	122	AEBP1|IGFBP3|PLXNB2|PPFIA4|MYH3|TPM2|COL4A2|PTGIS|COL6A3|MYH11|AGRN|LARGE1|MAPK12|PYGM|DAPK2|CLU|CRAT|FKBP1B|ITGB5|PSEN2|TNNT1|MYL6B|COX7A1|PRNP|SPHK1|SH2B1|TNNT3|MYO1C|PFKM|MYH9|SPARC|APP|COL1A1|PTP4A3|ITGB1|PDLIM7|TNNC2|ATP6AP1|AKT2|ENO3|KIFC3|APLNR|HDAC5|MEF2C	SARC
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.253012048	0.39246764	0.101713902	0.466942769	1.182611053	27	NOTCH3|DTX4|NOTCH2|KAT2A|LFNG|FZD1|PSEN2	SARC
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.000433907	0.001807944	0.498493109	-0.352666669	-1.530135625	177	GRPEL1|LDHA|SDHD|COX7C|ACADSB|MRPS15|SLC25A6|OXA1L|OAT|LDHB|FDX1|UQCRB|COX4I1|ATP1B1|TIMM10|NDUFS8|UQCRFS1|NDUFB5|NDUFS6|PHB2|HADHA|MRPS30|COX7A2L|ACAA2|VDAC1|HSD17B10|COX5B|CYB5A|UQCRQ|ATP6V0B|NDUFAB1|MRPL11|VDAC3|TOMM22|NDUFA3|HCCS|SDHB|MGST3|DLD|COX6C|MTRR|NDUFA2|NDUFA8|UQCRC2|COX10|COX7A2|ECHS1|NDUFB1|NDUFB2|HSPA9|TIMM9|MDH1|COX7B|MRPL34|TIMM50|DECR1|SUCLG1|CASP7|MRPS12|ISCU|PDK4|PHYH|PRDX3|ETFA|NDUFB6|ALAS1|SUPV3L1|TIMM17A|NDUFB3|UQCRC1|NDUFS3|POR|MRPL15	SARC
HALLMARK	HALLMARK_P53_PATHWAY	0.065977345	0.143429011	0.287805131	-0.284482506	-1.218660163	166	FOS|DDIT3|IER3|PLK3|DDIT4|TOB1|ZFP36L1|FAS|S100A10|RPS12|MXD1|CDKN2B|BTG1|RPL18|FAM162A|MKNK2|TM4SF1|NINJ1|FOXO3|RACK1|RPL36|HINT1|PPP1R15A|PTPN14|TCHH|TXNIP|STEAP3|UPP1|TCN2|LDHB|CCND2|JUN|CASP1|RNF19B|FDXR|RXRA|GM2A|ACVR1B|CDKN2AIP|CCNK|TPRKB	SARC
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.778996865	0.873694207	0.045953808	0.344214497	0.754391677	13	SRPRB|STXBP1|VDR|LMO2|SPCS1|DPP4	SARC
HALLMARK	HALLMARK_PEROXISOME	0.971534653	1	0.023932955	0.203991963	0.622525577	81	CLN8|SLC23A2|CEL|RETSAT|DLG4|CRAT|SLC35B2|CTPS1|SEMA3C|ABCD1|PEX13|ERCC3|PEX11B|CLN6|SLC25A19|NUDT19|ACOX1|YWHAH|ERCC1|ACSL5|PEX6|RDH11|HSD17B4|ACSL4|DHCR24|STS|MLYCD	SARC
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.005465564	0.01951987	0.407017919	-0.3912756	-1.561195404	91	DDIT3|CXCR4|CAMK4|LCK|MAPK10|E2F1|IL2RG|MKNK2|THEM4|ECSIT|PLCG1|CDK1|UBE2D3|CDKN1B|PTEN|PLCB1|UBE2N|TIAM1|TRIB3|NCK1|AKT1S1|PRKAG1|MAPK8	SARC
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.985347985	1	0.022369929	0.195739714	0.60397075	89	DST|TPD52|IGF2R|SCRN1|MON2|STX16|OCRL|ADAM10|CLCN3|SNAP23|BNIP3|ARFGEF2|SCAMP3|LMAN1|VPS45|ARF1|RER1|GNAS|TMX1|GOSR2|KRT18|DNM1L|LAMP2|ATP1A1|CTSC|AP1G1|MAPK1	SARC
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.5	0.609756098	0.118287526	-0.273956196	-0.963009838	48	JUNB|PRDX2|MGST1|GCLC|GLRX|LSP1|HMOX2|CAT|SRXN1|IPCEF1|LAMTOR5|TXN|GLRX2|PRDX1	SARC
HALLMARK	HALLMARK_SPERMATOGENESIS	0.439613527	0.563607085	0.144630528	-0.267698504	-1.001015397	70	CAMK4|SHE|PCSK1N|TKTL1|NEK2|ARL4A|CDK1|HSPA2|DBF4	SARC
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.338912134	0.45798937	0.154190967	-0.301027627	-1.058295756	50	JUNB|TGIF1|LTBP2|KLF10|IFNGR2|PPP1R15A|ID2|UBE2D3	SARC
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	1.86E-27	9.29E-26	1.357574086	-0.700571147	-3.009153735	164	G0S2|AREG|PLAU|PLAUR|TNFAIP6|BCL3|FOS|IER3|FOSB|PTGS2|TUBB2A|NFKBIA|CXCL1|MAFF|ICAM1|VEGFA|GADD45B|DUSP2|DUSP1|PER1|CD83|NFIL3|NR4A2|ZFP36|ZC3H12A|NAMPT|SOCS3|TNFAIP3|BCL2A1|LAMB3|PNRC1|IL7R|MARCKS|CEBPB|JUNB|EGR1|FOSL2|LITAF|TGIF1|BCL6|PDE4B|RIPK2|IFIT2|EGR2|CXCL10|MXD1|CSF1|BTG1|KLF10|IFNGR2|TRIB1|IL1B|KLF2|NINJ1|PFKFB3|RELB|CD69|PPP1R15A|MYC|EGR3|CD44|HES1|DUSP4|NFKBIE|SLC16A6|ID2|MCL1|BHLHE40|CEBPD|ABCA1|NFE2L2|B4GALT5|CCL4|NR4A1|TLR2|IRS2|IER2|JUN|IRF1|BIRC3|RNF19B|KLF6|CXCL2|TNIP1|RHOB	SARC
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.118647087	0.219716828	0.287805131	-0.304604362	-1.225287192	98	TUBB2A|VEGFA|DDIT4|CEBPB|DNAJB9|BAG3|IFIT1|RPS14|DNAJA4|EEF2|ERO1A|NPM1|XPOT|EIF2S1|POP4|CEBPG|EIF4EBP1	SARC
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.771662763	0.873694207	0.032870103	0.262302634	0.838641051	113	NRP1|NOTCH2|PLPP3|FZD2|MAP1B|ATP2B4|LPAR1|MGLL|ITGB3|PRKCE|PRKAR2B|ATRN|PTPRM|GRK5|TJP1|VAV2	SARC
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.000149442	0.00067928	0.518848078	-0.419467309	-1.758913254	125	FOS|FOSB|NFKBIA|ICAM1|SLC6A8|JUNB|KCNH2|CDC34|DNAJB1|GRINA|BCL2L11|CDKN2B|BTG1|EIF2S3|RASGRP1|CREG1|GRPEL1|ARRB2|TCHH|PLCL1|HSPA2|FKBP4|SPR|TFRC|NR4A1|RAB27A|IRF1|CXCL2|RHOB|CEBPG|DNAJA1|PPT1|MRPL23|PPP1R2|DDX21|CASP3	SARC
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.625874126	0.745088245	0.097877328	-0.281353946	-0.917487818	36	LEF1|TCF7|DLL1|MYC|AXIN2	SARC
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.275822928	0.405621954	0.08063885	0.341042368	1.104991635	135	PTGDS|EPHA2|NPC1|FMO3|GNMT|IRF8|CSAD|GCKR|ABHD6|LCAT|RETSAT|ACOX3|EPHX1|SPINT2|SLC12A4|PAPSS2|ATP2A2|AP4B1	SARC
HALLMARK	HALLMARK_ADIPOGENESIS	0.090909091	0.160581474	0.241339977	0.28966216	1.21140512	174	FABP4|DHCR7|SPARCL1|PHLDB1|MGLL|GPX3|LPL|LIFR|CAVIN1|COL4A1|DHRS7B|LTC4S|CD151|SNCG|SOWAHC|PGM1|LIPE|CRAT|UCP2|SULT1A1|PPARG|RNF11|COL15A1|ALDOA|ACOX1|ADCY6|YWHAG|GBE1|FAH|GPD2	SKCM
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	2.73E-10	4.55E-09	0.814035838	-0.563688308	-2.218223038	158	ICAM1|ACHE|BCL3|TRAT1|CD3E|DYRK3|CD3D|CD3G|CD8B|CD7|FAS|IFNGR1|CSF1|CD8A|CD28|IL2RG|CD79A|CTSS|CD74|CD96|CD4|LTB|ITGB2|RIPK2|IL15|CCR1|HLA-DMB|CD86|NLRP3|IFNGR2|PTPRC|HLA-DOA|IRF7|HLA-DMA|LCK|RPL9|CFP|RPS9|KRT1|CD2|TAP1|ITK|CRTAM|CD247|SIT1|TLR2|ETS1|IL4R|EREG|FCGR2B|RPS3A|HLA-DRA|CXCR3|IL12RB1|GPR65|APBB1|RPL39|PSMB10|CD1D|NCK1|HLA-DQA1|LY86|UBE2D1|ITGAL	SKCM
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.951260504	0.998405104	0.040003152	-0.202363196	-0.726987739	83	DNAJB9|ARID5B|INSIG1|ZBTB10|IDI1|STEAP4|SORD|CENPN|TSC22D1|B4GALT1|PA2G4|ELL2|VAPA|SMS|ACSL3|HMGCR|SLC38A2|MYL12A|MAF|TPD52	SKCM
HALLMARK	HALLMARK_ANGIOGENESIS	0.008279872	0.02069968	0.380730401	0.571095334	1.602628488	23	FSTL1|SLCO2A1|COL3A1|JAG2|JAG1|LPL|PGLYRP1|FGFR1|PF4	SKCM
HALLMARK	HALLMARK_APICAL_JUNCTION	0.000244658	0.000815527	0.498493109	0.429365386	1.720191615	128	COL17A1|LAMA3|FBN1|VWF|MYL9|TJP1|CD34|CADM2|CERCAM|FLNC|ITGB4|PARVA|MDK|MYH9|CRAT|GNAI1|ZYX|RHOF|JAM3|NECTIN1|MMP9|ACTB|ACTG1|ACTN4|VCL|GAMT|SRC|CTNND1|ICAM5|ACTN1|PCDH1|SYK|LIMA1|SDC3|MAP4K2|EPB41L2|AKT2|CLDN5|RRAS|TUBG1|ITGB1|SHC1|TSPAN4	SKCM
HALLMARK	HALLMARK_APICAL_SURFACE	0.004620726	0.01359037	0.407017919	-0.638053638	-1.813500311	25	PLAUR|MAL|SULF2|IL2RG|GATA3|AFAP1L2	SKCM
HALLMARK	HALLMARK_APOPTOSIS	0.087719298	0.160581474	0.190023305	-0.324460981	-1.259240684	140	JUN|DDIT3|GADD45B|LEF1|IER3|FAS|IFNGR1|CD14|CD44|AIFM3|CTH|TIMP2|BCL2L11|PPT1|IGF2R|PPP2R5B|CD2|TAP1|ISG20|CDKN1B|CASP3|RARA|EREG|PDCD4|ATF3|CDC25B|BTG2|CDKN1A|RHOB|LGALS3|CAV1	SKCM
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.504739336	0.630924171	0.087831263	0.268548948	0.975726408	69	ABCA6|RBP1|EFHC1|LIPE|FDXR|SULT1B1|ACSL1|PFKM|PIPOX|ABCA3|FADS2|ABCD1|PAOX|PEX26|IDH1|DHCR24|SLC23A2|CROT|IDH2|HSD17B4|NEDD4|ISOC1	SKCM
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.464664311	0.599488078	0.076476705	-0.287577864	-0.98709884	63	PLAUR|PNRC1|NFIL3|TM7SF2|ATF5|NSDHL|GLDC|IDI1|ATF3|ABCA2|LGALS3|MVD|ANTXR2|HSD17B7|LDLR	SKCM
HALLMARK	HALLMARK_COAGULATION	0.005501628	0.014477969	0.407017919	0.433330498	1.596446152	76	MMP1|MMP8|FBN1|RAPGEF3|TIMP3|CFH|VWF|F12|CSRP1|A2M|HTRA1|CLU|F8|ITGB3|THBS1|KLF7|PF4|CASP9|MST1|GSN|MMP9|FN1|CD9|SPARC|GP1BA|PLEK	SKCM
HALLMARK	HALLMARK_COMPLEMENT	0.019300316	0.045953132	0.352487858	-0.35478312	-1.395570414	157	PLAUR|MAFF|CXCL1|TNFAIP3|TFPI2|SPOCK2|HSPA5|SERPINA1|FCN1|PLA2G7|CEBPB|GATA3|CTSS|DPP4|ERAP2|TIMP2|F5|CTSO|CTSB|CTSH|IRF7|LCK|RASGRP1|CTSL|CD55	SKCM
HALLMARK	HALLMARK_DNA_REPAIR	0.998405104	0.998405104	0.035315705	-0.166974609	-0.648032378	140	PDE4B|ELL|CMPK2|GTF2H5|EIF1B|RNMT|GTF2A2|NME3|NT5C3A|DCTN4|POLL|GTF2B|RPA3|SDCBP|RBX1|ERCC8|APRT|ERCC4|PDE6G|GUK1|TARBP2|POLR2J|ADA|CSTF3|VPS37B|DAD1|POLR1C|EDF1|NCBP2|CLP1|GTF2H1|TAF1C	SKCM
HALLMARK	HALLMARK_E2F_TARGETS	0.000121905	0.000468864	0.538434096	0.383456889	1.620680572	187	TK1|ASF1B|TCF19|CDC25A|ORC6|KIF18B|DSCC1|AURKB|PLK1|BIRC5|NAA38|PSMC3IP|SPAG5|PCNA|POLE|STMN1|PLK4|CCNB2|DONSON|DUT|RNASEH2A|TUBB|LMNB1|MCM4|PRDX4|POLA2|CIT|BUB1B|MXD3|MKI67|RAD50|TUBG1|SPC25|MCM7|MCM2|ESPL1|MSH2|MAD2L1|MCM3|CKS1B|DCLRE1B|NCAPD2|POLD1|BRMS1L|CDC20|CBX5|TIMELESS|SHMT1|DEPDC1|SPC24|KIF22|CDCA8|CCNE1|HMGB3|RACGAP1|RFC3|SUV39H1|PTTG1|RAD1|PRIM2|BARD1|PAN2|TOP2A|NUP205|MCM5|RPA1|UNG	SKCM
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	6.29E-05	0.000349218	0.538434096	0.461968501	1.819418722	117	DCN|MMP1|BGN|IGFBP2|LAMA3|MGP|COL6A3|LOX|COL4A2|FSTL1|ELN|NNMT|COL3A1|FBN1|SDC4|COL5A1|ENO2|TIMP3|FERMT2|MYL9|FBLN2|ADAM12|PLOD1|COL1A1|COL4A1|CXCL12|QSOX1|FLNA|SNTB1|HTRA1|TAGLN|ITGB3|ITGB5|LAMC1|THBS1|TPM4|COL1A2|DPYSL3|CALU|CALD1|TPM2|VEGFC|COL6A2|FN1|MEST|DST|SPARC|GJA1|TPM1	SKCM
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.093137255	0.160581474	0.186432558	-0.320167725	-1.230966096	133	FOS|AREG|BHLHE40|CHPT1|TOB1|CD44|FCMR|REEP1|AQP3|BCL11B|KLF10|FHL2|RETREG1|SCARB1|SLC7A5|SLC16A1|RASGRP1|NXT1|TJP3|BCL2|BLVRB|RARA|GAB2|XBP1|GLA|FAM102A|AKAP1|OPN3|SLC2A1|TIAM1|FKBP4|RHOBTB3|B4GALT1|SNX24	SKCM
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.032967589	0.068682478	0.321775918	0.32291385	1.298481054	131	LTF|DHCR7|KIF20A|IMPA2|PPIF|ASS1|CELSR2|SLC2A8|CXCL12|OLFM1|DLG5|FARP1|TFF3|MDK|UNC13B|PAPSS2|SLC24A3|S100A9|MYB|PRKAR2B|RPS6KA2|PLK4|FKBP5|CDC6|ABCA3|FABP5|RNASEH2A|ANXA9|MEST|CD9|CLIC3	SKCM
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.87254902	0.948422847	0.042673386	-0.211065081	-0.806150987	125	G0S2|CA4|GABARAPL1|S100A10|CPOX|NSDHL|SUCLG2|IDI1|VNN1|ACSM3|GLUL	SKCM
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.978552279	0.998405104	0.060248409	0.181707041	0.767278378	185	CDC25A|ORC6|AURKB|PLK1|BIRC5|TNPO2|POLE|STMN1|PLK4|CDC6|CCNB2|LMNB1|NEK2|POLA2|CDC7|TROAP|MKI67|CCND1|PRC1|BUB1|MCM2|CHMP1A|FBXO5|ESPL1|MAD2L1|MCM3|CKS1B|UCK2|CDC20|CCNA2|SAP30|TGFB1|DR1|NSD2|EGF|SLC12A2|KIF22|KPNB1|KIF11|HMGB3|RASAL2|RACGAP1|UPF1|ODC1|SUV39H1|PTTG1|PRIM2|BARD1|TOP2A|STIL|MCM5|CCNF|PRMT5|EXO1	SKCM
HALLMARK	HALLMARK_GLYCOLYSIS	0.142857143	0.230414747	0.1482615	-0.30369482	-1.173097839	143	VEGFA|CXCR4|DPYSL4|DSC2|IER3|DDIT4|VCAN|HSPA5|CD44|AGL|PC|TGFBI|MXI1|CTH|CHPF2|ERO1A	SKCM
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.161596958	0.252495247	0.150169802	-0.462576435	-1.272098993	22	ACHE|VEGFA|NRP2	SKCM
HALLMARK	HALLMARK_HEME_METABOLISM	1.45E-09	1.81E-08	0.788186811	-0.529241417	-2.097395254	176	RAP1GAP|ALAS2|SELENBP1|EPB42|KEL|SLC6A8|OSBP2|SLC4A1|SLC22A4|SLC6A9|HBB|HBD|GYPC|AHSP|PC|AQP3|MXI1|RNF123|SPTA1|HMBS|CTSB|TFRC|HTATIP2|SLC25A37|ACP5|GLRX5|RANBP10|FECH|PRDX2|PPP2R5B|CTNS|RBM38|RAD23A|DCUN1D1|PPOX|FBXO34|CPOX|CA1|BLVRB|FOXO3|ABCG2|TSPAN5|HAGH|KLF1|SIDT2|GCLC|RIOK3|TRAK2|NUDT4|SLC2A1|MFHAS1|BTG2|SLC25A38|CIR1|BPGM|EPB41|SLC7A11|C3|USP15|YPEL5	SKCM
HALLMARK	HALLMARK_HYPOXIA	0.000101053	0.000426679	0.538434096	-0.456324446	-1.762668266	143	PLAUR|MAFF|ADM|JUN|VEGFA|CXCR4|DDIT3|TNFAIP3|FOS|DPYSL4|ZFP36|SELENBP1|IER3|DDIT4|BHLHE40|DUSP1|HSPA5|GAA|PNRC1|PPP1R15A|ILVBL|JMJD6|TGFBI|NFIL3|MXI1|FOSL2|ERO1A|SCARB1|BTG1|ANKZF1|ISG20|BCL2|CDKN1B|FOXO3|PFKFB3|LXN|P4HA1|ETS1|KLF6|ATF3|SLC2A1	SKCM
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.012942585	0.030815678	0.380730401	-0.402756674	-1.479725665	90	SELL|CXCL10|IFITM1|RSAD2|ISG15|RIPK2|CMPK2|IL4R|OASL|IFIT2|IFITM2|IFIT3|TAP1|TMEM140|IFITM3|IRF7|CD74|UBE2L6|NMI|GBP2|BATF2|TRIM5|PNPT1|ISG20	PRAD
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.009652029	0.037123188	0.380730401	-0.328055733	-1.481638923	161	NFKBIZ|TNFRSF1B|CD83|GADD45B|MAFF|SELL|IL1R2|CKAP4|NFIL3|CDC42SE2|FGL2|CSF1|LCLAT1|GABARAPL1|IFNGR1|BHLHE40|CD44|CD86|MXD1|P4HA1|SYNGR2|P2RX4|SNX14|AGER|NT5E|IKZF2|CASP3|IL4R|BMPR2|CTSZ|CXCL10|IGF2R|MAP3K8|CD48|SHE	LUAD
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.008634946	0.043487208	0.380730401	-0.550085073	-1.815709429	89	SELL|CSF1|IFITM1|RSAD2|TMEM140|CMPK2|TAP1|CXCL10|GBP2|ISG15|RIPK2|IFIT2|UBE2L6|IFIT3|IL4R|CD74|SP110|OASL|IFITM2|LAP3|PARP9|IL15|GMPR|NUB1|NMI|NCOA7|IL7|GBP4|EIF2AK2|LY6E|EPSTI1|IRF1|IRF2|LPAR6|TRAFD1|ISG20|TRIM5|MX1|PNPT1|SLC25A28|HLA-C	OV
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.008697442	0.043487208	0.380730401	-0.47436076	-1.654937629	156	IL1R2|GADD45B|CKAP4|NFKBIZ|TNFRSF1B|NFIL3|CD83|SELL|MAFF|SHE|CSF1|RRAGD|FGL2|GABARAPL1|MXD1|CD86|IFNGR1|CDC42SE2|IGF1R|PTCH1|FURIN|CXCL10|CD44|P4HA1|AHR|KLF6|P2RX4|CASP3|LRIG1|PNP|IGF2R|SMPDL3A|BHLHE40|IL4R|SLC1A5|SOCS2|SLC2A3|CTSZ|PHTF2|ECM1|GBP4|SYNGR2|CDC6|PTRH2|HK2|ALCAM|TRAF1|RHOB|TNFSF10|RORA|GATA1|SNX9|CAPG|XBP1|NT5E|BMPR2|CD48	OV
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.019308849	0.043883747	0.352487858	-0.397810839	-1.464773652	89	SELL|IFITM1|RIPK2|CSF1|CD74|CXCL10|IL4R|GBP2|ISG20|SP110|TAP1|NUB1|IRF1|NMI|CCRL2|IFIT2|TXNIP|ISG15|UBE2L6|RSAD2|SAMD9L|SLC25A28|IFITM2|IFIT3|PSME2|GBP4|PSME1|IFIH1|PARP9|OASL|PSMB9|HELZ2|CASP1|LY6E|IRF2|TRIM26|IL15|TRIM5	CHOL
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.061034971	0.117374944	0.321775918	0.375730853	1.346792662	63	IGFBP2|NOS1|CELSR2|KCNMB1|CACNA1F|MAGIX|RYR2|YPEL1|CCDC106|TG|SYNPO|ENTPD7|ZBTB16|GAMT|TCF7L1|GP1BA|SNN|SPHK2|COPZ2	SKCM
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	9.70E-05	0.000426679	0.538434096	-0.468881272	-1.790972041	129	G0S2|PLAU|PLAUR|TNFRSF1B|CXCR4|TNFAIP3|IL7R|PTGS2|ADAM8|PLEK2|FUCA1|GYPC|TRIB1|PPP1R15A|IL2RG|CTSS|KCNN4|ERO1A|ITGB2|IL10RA|GADD45G|LAT2|CXCL10|TLR8|ETS1|EREG|LY96|LAPTM5|TRAF1|JUP|CBR4|PCSK1N|BPGM	SKCM
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.134615385	0.224358974	0.202071709	0.267404193	1.134259694	195	SORBS2|ARHGAP29|FLNA|SPTBN1|FARP1|PLK1|MYH9|PIF1|BIRC5|CNTROB|RHOF|SYNPO|GSN|CCNB2|ACTN4|VCL|ARAP3|DST|LMNB1|NEK2|KIF3C|CLIP2|CTTN|EPB41L2|MAPRE1|SPTAN1|ALS2|PRC1|DOCK4|BUB1|STK38L|FBXO5|ESPL1|MYO1E|ABR|GEMIN4|PXN|KIF3B|TUBD1|RABGAP1|CLASP1|KIF22|KIF11|NEDD9|RASAL2|RACGAP1|DYNLL2|FGD4|TRIO|MAP1S|NET1|TOP2A|CDC42EP4|HDAC6|KNTC1|MYH10|NUSAP1|TBCD|DLGAP5|ANLN|DYNC1H1|KIF15|ARHGEF11	SKCM
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.027614766	0.060032101	0.352487858	-0.332559844	-1.330372237	183	CXCR4|DDIT3|DDIT4|BHLHE40|HSPA5|PPP1R15A|FGL2|NFIL3|CTH|TM7SF2|FKBP2|HMBS|ERO1A|ITGB2|TFRC|INSIG1|SRD5A1|SLC7A5|SLC1A5|CFP|HSPE1|NAMPT|P4HA1|IDI1|XBP1|GLA|GCLC|SORD|SLC2A1|HSP90B1|CTSC|BTG2|CDKN1A|ELOVL6|SLC7A11|TOMM40|ETF1|LDLR|MTHFD2L|HK2|UBE2D3|PLOD2|SERPINH1|NFKBIB|ACSL3|PPA1|HMGCR|SDF2L1	SKCM
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.396196513	0.535400694	0.079131665	-0.255228388	-1.020398313	187	MCM6|TFDP1|RPS3|RPS6|VDAC3|HSPE1|RPL6|RPS5|SRSF7|CBX3|FBL|EEF1B2|RPL22|CNBP|HDDC2|PABPC4|RACK1|RPL18|PA2G4|SF3A1|ETF1|RPL14|CCT3|ACP1|RSL1D1|SRSF3|ERH|HNRNPA1|GSPT1|NPM1|EIF3D|RPS2|MYC|VDAC1|TUFM|UBE2L3|SSB|SNRPD2|NCBP2|HSP90AB1|SSBP1|CCT2|IFRD1|ABCE1|XRCC6|CDK4|RPLP0|CYC1|BUB3|DDX21|SNRPA1|PWP1|PTGES3|EIF3B|CUL1|APEX1|PSMD8|PSMB3|AIMP2|C1QBP|HNRNPU|TRA2B	SKCM
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.467600701	0.599488078	0.075694631	-0.299348925	-0.999374941	53	DUSP2|SLC19A1|HSPE1|CBX3|SORD|PA2G4|WDR74|HK2|PUS1|NPM1|MYC|TFB2M|IMP4|RCL1|CDK4|SUPV3L1|NOC4L|TBRG4|LAS1L|RABEPK|AIMP2	SKCM
HALLMARK	HALLMARK_MYOGENESIS	0.000131986	0.000471377	0.518848078	0.446590459	1.778315848	124	PTGIS|DES|COL6A3|COL4A2|COL3A1|NOS1|ADAM12|MYOM2|GJA5|GPX3|TEAD4|COL1A1|MYH11|ITGB4|IGFBP7|TNNT3|TAGLN|CLU|DTNA|NAV2|ITGB5|MYO1C|MYH9|MYL4|CRAT|PDLIM7|TNNC2|KLF5|SMTN|ACSL1|GSN|COL15A1|PFKM|WWTR1|CDH13|SVIL|TPM2|COL6A2|PTP4A3|AGRN|SPARC|MAPK12|APP|AKT2|KIFC3|SPTAN1|LAMA2|HDAC5|FKBP1B|CNN3|ITGB1|PSEN2	SKCM
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.661654135	0.751879699	0.061976274	-0.297559516	-0.860974215	27	DLL1|NOTCH1|FZD5|MAML2|LFNG|DTX2|RBX1|TCF7L2	SKCM
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.980830671	0.998405104	0.036225476	-0.185417029	-0.736409089	177	POR|TCIRG1|ATP1B1|VDAC3|ACADSB|NDUFS8|ATP6V0B|MRPL15|MRPS30|SLC25A6|GRPEL1|LDHB|NDUFV1|FDX1|TIMM10|AFG3L2|DLST|MGST3|COX4I1|COX6C|UQCRB|MRPL11|ETFA|NDUFA6|NDUFS6|VDAC1|PDP1|MRPS15|CASP7|ISCU|OXA1L|COX7B|UQCRH|ECHS1|NDUFS4|ACAA1|SUPV3L1|UQCRC2|SDHA|ABCB7|CYC1|CYB5A|UQCRFS1|IDH3B|MTRF1|ISCA1|HCCS|TIMM50|MRPS11|BAX|TOMM22|NDUFA3|NDUFB5|COX7C|HSPA9|IDH3G|NDUFB8|DLAT|FXN|ATP6V1D|NDUFA1|VDAC2|DLD|AIFM1	SKCM
HALLMARK	HALLMARK_P53_PATHWAY	0.000102403	0.000426679	0.538434096	-0.44561081	-1.754260114	163	PLK3|JUN|DDIT3|FOS|IER3|DDIT4|TOB1|TM4SF1|FAS|TSPYL2|FUCA1|PPP1R15A|ZFP36L1|EPS8L2|GM2A|CDKN2B|NINJ1|ACVR1B|NOTCH1|S100A10|SERTAD3|MKNK2|CCNK|ABCC5|RPS12|IER5|TAP1|BTG1|TCN2|BLCAP|MXD1|FOXO3|RALGDS|COQ8A|HINT1|ATF3|SLC3A2|BTG2|CDKN1A|DGKA|LDHB|RACK1|RPL18|CDKN2AIP|SLC7A11|TSC22D1	SKCM
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.365461847	0.507585899	0.09688777	-0.437323445	-1.06973644	13	DPP4|SRPRB|FOXO1	SKCM
HALLMARK	HALLMARK_PEROXISOME	0.167464115	0.253733507	0.166933849	0.315560833	1.18235898	81	DLG4|CEL|CRAT|STS|ACSL1|ACOX1|NUDT19|ABCD1|TSPO|PEX11B|ACSL4|ABCB4|RDH11|IDH1|MSH2|DHCR24|YWHAH|SLC23A2|ABCB1|IDH2|HSD17B4|PEX5|ISOC1|SOD2|RETSAT	SKCM
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.043624161	0.087248322	0.28201335	-0.379739281	-1.374283678	91	CXCR4|DDIT3|CAMK4|E2F1|IL2RG|THEM4|MKNK2|LCK|TNFRSF1A|CDKN1B|SLC2A1|HSP90B1|CDKN1A|TIAM1|NCK1|UBE2D3|NFKBIB|ECSIT|VAV3|MAPK10|PLCG1	SKCM
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.823333333	0.914814815	0.046230252	-0.226994579	-0.818608081	88	ABCA1|CAV2|PPT1|IGF2R|STX7|TMED10|GLA|CTSC|SNX2|ERGIC3|KIF1B	SKCM
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.276785714	0.395408163	0.121543282	0.33304096	1.119783025	48	GPX3|MPO|PFKP|CDKN2D|GLRX2|G6PD|PRDX6|PTPA|PRDX4|MSRA|ATOX1|FES|PRNP|SOD2|NQO1|PDLIM1	SKCM
HALLMARK	HALLMARK_SPERMATOGENESIS	0.601895735	0.716542541	0.078295525	0.256504377	0.931964531	69	SLC2A5|GFI1|NOS1|JAM3|CCNB2|NEK2|MAST2|POMC|HSPA1L|BUB1	SKCM
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.518850987	0.632745107	0.071652737	-0.291313591	-0.95471979	49	JUNB|PPP1R15A|CDH1|KLF10|IFNGR2|TGIF1|TGFBR1	SKCM
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	3.58E-23	1.79E-21	1.246232772	-0.701705984	-2.762443799	163	G0S2|TUBB2A|PLAU|PLAUR|ICAM1|FOSB|MAFF|ZC3H12A|CXCL1|JUN|VEGFA|BCL3|TNFAIP3|GADD45B|FOS|IL7R|ZFP36|NFKBIA|PTGS2|CCRL2|NR4A2|AREG|IER3|GPR183|DUSP2|BHLHE40|DUSP1|CD83|JUNB|PER1|SOCS3|PNRC1|MARCKS|CSF1|CEBPB|PDE4B|TRIB1|PPP1R15A|CD44|EGR1|IER2|CCNL1|NFIL3|KLF10|ABCA1|NFKBIE|BCL2A1|EGR2|FOSL2|NINJ1|RELB|RIPK2|IFNGR2|PTGER4|NR4A1|TGIF1|IER5|TAP1|BTG1|CXCL10|ATP2B1|MXD1|NAMPT|ZBTB10|SLC2A6|TLR2|PFKFB3|KLF6|DUSP5|ATF3|TRAF1|NFE2L2|BTG2|CDKN1A|RHOB|TNFAIP2|KLF2|TSC22D1|B4GALT1|REL	SKCM
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.000342112	0.001069102	0.498493109	-0.487024892	-1.787584336	98	TUBB2A|VEGFA|DNAJB9|DDIT4|HSPA5|TSPYL2|CEBPB|ERO1A|SLC7A5|SRPRB|BAG3|EIF2AK3|NABP1|XBP1|ATF3|HSP90B1|RPS14|YIF1A|HERPUD1|EEF2	SKCM
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.02107429	0.047896115	0.352487858	0.362488403	1.424186882	116	COL3A1|EFEMP1|PTPN21|TJP1|MGLL|COL1A1|MT1E|ERBB2|PLPP3|ITGB3|ID1|RBPMS|GRK5|LAMC1|IGFBP5|COL1A2|PPARG|PRKAR2B|ARHGEF9|GJA1|MAP1B|NFIB|KALRN|PTPRM|SERPINE1|CITED2|SYNE1|LTBP1|FBLN5|LPAR1|GCNT1|DLC1	SKCM
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.005077892	0.014105255	0.407017919	-0.403726504	-1.533779879	123	ICAM1|FOSB|FOS|NFKBIA|JUNB|SLC6A8|SIGMAR1|GRINA|AQP3|CDKN2B|CREG1|BCL2L11|DNAJB1|TFRC|CDC34|PPT1|NR4A1|RASGRP1|TAP1|BTG1|CASP3|EIF2S3|ATF3|BTG2|EIF5|RHOB|FKBP4|GRPEL1|NXF1|MGAT1|HSPA2	SKCM
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.617260788	0.717745102	0.065235306	-0.296855871	-0.894816893	34	LEF1|TCF7|DLL1|NOTCH1	SKCM
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.247135843	0.363435063	0.108394256	-0.290343703	-1.109017326	129	RAP1GAP|HES6|FAS|ABCD2|PEMT|CYP27A1|PC|ENTPD5|NINJ1|GABARAPL1|PYCR1|POR|AQP9|PINK1|SLC1A5|TNFRSF1A|BLVRB|VNN1|GCLC|JUP|APOE|PSMB10|SLC12A4|KYNU	SKCM
HALLMARK	HALLMARK_ADIPOGENESIS	0.025487538	0.051031343	0.352487858	0.349454652	1.370048067	177	CYP4B1|FABP4|CAVIN1|SPARCL1|COL15A1|LIFR|LPL|PHLDB1|LTC4S|PPARG|SNCG|LAMA4|COL4A1|GPX3|C3|ENPP2|MGLL|LIPE|RETN|RETSAT|PGM1|CD151|ACOX1	STAD
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	1.80E-10	3.00E-09	0.826657301	-0.574316748	-2.19616454	158	ICAM1|BCL3|CD8B|CD3E|ACHE|TRAT1|CD8A|FAS|CD3D|DYRK3|CD7|IL2RG|CD3G|CCR1|IFNGR1|CD2|CSF1|CD28|CD96|SOCS5|TAP1|CD79A|TLR2|CD247|PTPRC|EREG|CRTAM|CD74|RIPK2|IFNGR2|CTSS|NLRP3|CXCR3|UBE2D1|CD86|ITK|LCK|ITGB2|TAPBP|STAT1|IRF7|IL4R|LY86|MMP9|IL1B|IL15|LCP2|HIF1A|RPL9|IGSF6|HLA-DMB|CFP|LTB|JAK2|RPS3A|NPM1|RPL39|CD40LG|NCF4|GBP2	STAD
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.053155842	0.091648003	0.321775918	0.383621347	1.371746879	88	KRT19|NKX3-1|PTPN21|LIFR|ADAMTS1|AKAP12|PMEPA1|MAP7|PLPP1|CCND1	STAD
HALLMARK	HALLMARK_ANGIOGENESIS	0.01369034	0.031114408	0.380730401	0.614786435	1.692370092	24	JAG2|MSX1|LPL|NRP1|COL3A1|SLCO2A1|JAG1|FSTL1|FGFR1	STAD
HALLMARK	HALLMARK_APICAL_JUNCTION	0.025515671	0.051031343	0.352487858	0.366649743	1.387508228	131	TJP1|PARVA|CD34|LAMA3|FBN1|FLNC|MMP2|ADAMTS5|SHROOM2|CD209|SDC3|CTNND1|FSCN1|MYH10|ITGB4|EPB41L2|PCDH1|GNAI1|MYL9|CDH6|ADAM15|TSPAN4|VWF|JAM3|LIMA1|CADM2	STAD
HALLMARK	HALLMARK_APICAL_SURFACE	0.023257136	0.050558991	0.352487858	-0.589406209	-1.640394863	26	PLAUR|MAL|IL2RG|AFAP1L2|SULF2|GATA3|B4GALT1	STAD
HALLMARK	HALLMARK_APOPTOSIS	0.200371058	0.286244368	0.131457612	-0.300587858	-1.139777862	145	IER3|DDIT3|JUN|GADD45B|LEF1|FAS|IFNGR1|CD2|TAP1|PMAIP1|CD44|CASP3|CD69|EREG|CD14|BCL2L11|TIMP2|IGF2R|BTG3|CDKN1A|CDKN1B|MADD|PPT1|BNIP3L|EBP|IL1B	STAD
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.809980806	0.920432734	0.053457214	-0.24403192	-0.820224789	70	AQP9|ABCD2|ABCA1|KLF1|CYP27A1|LCK|IDI1|BMP6	STAD
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.160680529	0.243455347	0.150169802	-0.36642204	-1.211379658	63	PLAUR|GLDC|NFIL3|PNRC1|TM7SF2|IDI1|CXCL16|CPEB2|EBP|ANTXR2|ALCAM|CHKA|AVPR1A|ACAT2|ATF3|ABCA2|TP53INP1|PLSCR1|GUSB|STX5|FDFT1|TRIB3|MVK|FBXO6|SCD|ATF5	STAD
HALLMARK	HALLMARK_COAGULATION	0.013014897	0.03098785	0.380730401	0.450050942	1.586670036	79	CTSE|PLAT|C1S|RAPGEF3|TIMP3|A2M|MMP14|FBN1|HTRA1|CFH|FN1|MMP2|C3|CRIP2|CSRP1|MMP8|SERPING1|VWF|MMP1|CASP9	STAD
HALLMARK	HALLMARK_COMPLEMENT	0.030877493	0.057180543	0.352487858	-0.349875722	-1.342014539	160	PLAUR|CXCL1|TNFAIP3|MAFF|HSPA5|DPP4|F5|SPOCK2|TFPI2|PLA2G7|SERPINA1|CEBPB|CASP3|FCN1|GATA3|CPM|TIMP2|CTSS|RASGRP1|CD55|LCK|ERAP2|USP15|CTSO|CPQ|IRF7|S100A12|CTSD|CD46|LCP2|RCE1|S100A9|CR1	STAD
HALLMARK	HALLMARK_DNA_REPAIR	0.916356877	0.996040084	0.046322779	-0.209513487	-0.78995095	140	PDE4B|ELL|CMPK2|EIF1B|GTF2B|GTF2A2|TMED2|NT5C3A|VPS37B|DCTN4|POLL|GTF2H5|CSTF3|POLR1D|RBX1|STX3|SDCBP|POLR2J|RAD51|DAD1	STAD
HALLMARK	HALLMARK_E2F_TARGETS	1	1	0.044329345	-0.158192278	-0.620307878	187	MCM6|CKS2|UBE2S|DCK|CDKN1A|MYBL2|LBR|CDKN1B|ESPL1|TFRC|CHEK1|BIRC5|HMGB2|HMGA1|CDC25B|PA2G4|LYAR|CCP110|RAD21|MKI67|SLBP|MYC|MAD2L1|TUBG1|TACC3|AURKA|CENPE|GSPT1|PNN|ASF1A|ING3|DEPDC1|CDK1|DEK|DLGAP5|NBN|SPC25|ANP32E|KIF4A|WEE1|TOP2A|POP7|SMC4|EZH2|RAN|DCLRE1B|PLK1|CKS1B|STAG1|SMC1A|ORC2|USP1|GINS1|HELLS|EXOSC8|HMMR|CDKN3|SMC6|BRCA2	STAD
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.001192043	0.004966844	0.455059867	0.429970357	1.616912853	123	DCN|BGN|TIMP3|MSX1|LAMA3|FBN2|NNMT|MGP|MMP14|COL4A2|FERMT2|DPYSL3|IGFBP4|FBN1|COL4A1|HTRA1|COL3A1|TGM2|FN1|IGFBP2|MMP2|PMEPA1|CXCL12|FSTL1|ABI3BP|ELN|LOX|FBLN2|GJA1|DST|ENO2|COL1A1|SDC4|MYL9|CDH6|COL6A3|TAGLN|PDGFRB|MMP1|MEST|MAGEE1|NID2|COL6A2|SNTB1	STAD
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.388412017	0.497964125	0.097215081	0.268491236	1.018736783	135	KRT19|PODXL|IGFBP4|RPS6KA2|FARP1|TGM2|DEPTOR|MPPED2|CXCL12|GJA1|PDLIM3|DLC1|CCND1|PAPSS2|FLNB|ABAT|MYOF|FOXC1|CELSR1|SLC26A2|RET|PPIF|ALDH3B1|WWC1|SLC1A1|SLC24A3|SCARB1|SLC37A1|SH3BP5	STAD
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.098081023	0.158195199	0.208955028	0.324425928	1.224934819	130	KRT19|ASS1|IGFBP4|RPS6KA2|FARP1|CXCL12|DLG5|LTF|PDLIM3|IMPA2|SLC2A8|FABP5|CACNA2D2|CCND1|PAPSS2|FLNB|MYOF|FOXC1|ST14|CDC6|MEST|SLC26A2|RET|PPIF|UNC13B|LLGL2|ALDH3B1|RNASEH2A|NAB2|KIF20A|CD9|MDK|ALDH3A2|SLC24A3|ATP2B4|SCARB1	STAD
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.755555556	0.878552972	0.055021112	-0.235913713	-0.878255841	127	G0S2|CA4|D2HGDH|KMT5A|GABARAPL1|VNN1|GLUL|S100A10|IDI1|UBE2L6	STAD
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.006486584	0.017069959	0.407017919	-0.376573504	-1.47191876	185	BCL3|E2F1|SLC38A1|MARCKS|MCM6|SLC7A5|CENPF|NEK2|CKS2|TFDP1|UBE2S|KMT5A|MYBL2|E2F3|LBR|CDKN1B|ESPL1|SLC7A1|NDC80|CHEK1|BIRC5|DBF4|HIF1A|HMGA1|CDC25B|NUP50|TROAP|TLE3|RAD21|MKI67|SAP30|SS18|CUL3|E2F2|MYC|MAD2L1|TACC3|AURKA|MAPK14|KIF20B|CENPE|GSPT1|TTK|ORC5|ATF5|CUL4A|CDK1|CCNT1|HMGN2|PAFAH1B1|KIF4A|AMD1|TOP2A|SRSF10|SMC4|TRAIP|EZH2|ODF2|SFPQ|HNRNPU|KNL1|PLK1|FOXN3|CKS1B|STAG1|PRPF4B|SMC1A|NOTCH2|KIF15|HMMR|CASP8AP2|RAD23B|CDKN3|BRCA2|HSPA8|TOP1|FANCC|YTHDC1|SUV39H1|HUS1|CCNA2|TRA2B	STAD
HALLMARK	HALLMARK_GLYCOLYSIS	0.003162259	0.009300762	0.431707696	-0.404721428	-1.530835684	142	CXCR4|IER3|VEGFA|ALDOB|DSC2|VCAN|DDIT4|HSPA5|CHPF2|MXI1|RRAGD|CD44|DPYSL4|ERO1A|AGL|IL13RA1|TGFBI|P4HA1|IRS2	STAD
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.460215054	0.575268817	0.087569712	0.372156056	1.006944379	22	NRP1|HEY1|AMOT|DPYSL2|CELSR1|TLE1|ADGRG1	STAD
HALLMARK	HALLMARK_HEME_METABOLISM	3.83E-08	3.83E-07	0.719512826	-0.523237147	-2.030790218	177	RAP1GAP|ALAS2|SLC22A4|CA1|SLC6A9|HBD|AHSP|EPB42|HBB|SPTA1|KEL|SELENBP1|OSBP2|SLC6A8|GYPC|SLC4A1|MXI1|AQP3|HMBS|RNF123|KLF1|DCUN1D1|SLC30A1|CTNS|ANK1|SLC25A37|FOXO3|TMCC2|CIR1|PPOX|USP15|SLC7A11|RIOK3|EPB41|BNIP3L|GCLC|SEC14L1|RANBP10|PRDX2|RBM38|TFRC|KDM7A|NFE2|YPEL5|TSPAN5|TRIM58|GATA1|BTG2|SPTB|EIF2AK1|LPIN2|NUDT4|RAD23A|TAL1|CTSB|NARF|TRAK2|XK|ELL2|KLF3|BPGM|SLC25A38|FECH|GLRX5|SDCBP|CPOX|ADIPOR1|FOXJ2|MAP2K3|CDR2|MPP1|PC|OPTN|HAGH|MOSPD1|E2F2|MFHAS1	STAD
HALLMARK	HALLMARK_HYPOXIA	2.62E-05	0.000163688	0.575610261	-0.481482433	-1.821179799	142	PLAUR|CXCR4|IER3|VEGFA|DDIT3|FOS|JUN|ALDOB|ADM|TNFAIP3|ZFP36|DUSP1|MAFF|NFIL3|DDIT4|PPP1R15A|HSPA5|SELENBP1|JMJD6|PNRC1|MXI1|BHLHE40|PFKFB3|RRAGD|DPYSL4|ERO1A|FOSL2|LXN|GAA|TGFBI|P4HA1|PYGM|KLF6|IRS2|BTG1|FOXO3|CDKN1A|SLC2A3	STAD
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.028914443	0.055604699	0.352487858	-0.404073476	-1.434706984	91	SELL|IFITM1|CXCL10|RSAD2|CSF1|TAP1|ISG15|CMPK2|CD74|RIPK2|CCRL2|MX1|SP110|LY6E|OASL|IRF7|UBE2L6|NMI|IL4R|TMEM140|IFIT2|IL15|IFIT3|ISG20|NUB1|NCOA7|GBP2|PARP9|PLSCR1|IFITM2|GMPR|SAMD9L|IRF2|BATF2|TRIM5|ELF1|IFI44|EIF2AK2|EPSTI1|B2M|PSME1|GBP4|PNPT1|IFIH1	STAD
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.030074079	0.071604951	0.352487858	-0.372825668	-1.502190338	68	JUN|TNFRSF1B|CXCL1|FAS|CSF3R|IFNGR1|IL2RG|PDGFC|TGFB1|CD44|IL7|LTB|SOCS3|LEPR|ITGA4|CSF1|CCR1|CXCL3|IFNAR1|CD36|CSF2RB|IL6ST|IL12RB1|ACVR1B|CD14|IL15RA	LUSC
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.016974263	0.077155739	0.352487858	-0.376671184	-1.542496321	157	NFKBIZ|TNFRSF1B|CKAP4|GADD45B|MAFF|CXCL10|CD83|SELL|SHE|CD86|FGL2|NFIL3|AGER|SMPDL3A|P4HA1|IFNGR1|MXD1|CSF1|CD44|PTCH1|CDC42SE2|SYNGR2|WLS|COCH|BHLHE40|SLC2A3|CTSZ|GABARAPL1|TNFSF10|EEF1AKMT1|CASP3|LCLAT1|IGF2R|XBP1|FURIN|P2RX4|PNP	BRCA
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.037523631	0.087953842	0.321775918	-0.383869563	-1.434923711	89	SELL|IFITM1|IL4R|CD74|RIPK2|SP110|ISG15|MX1|CXCL10|IRF7|CSF1|LPAR6|ISG20|MVB12A|TXNIP|NUB1|OASL|NMI|SAMD9L|CASP1|GBP2|CMPK2|USP18|IFIH1|RSAD2|BST2|TRIM5|IL15|IFIT3|TRIM26|TAP1|STAT2|PSME2|PARP12|IFIT2|EIF2AK2|IL7|IFI44|IRF1|IFI35|SLC25A28|SAMD9|PSME1	BLCA
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	0.01443399	0.090212439	0.380730401	-0.392130819	-1.652969707	181	ICAM1|TNFAIP3|NFKBIA|TNFAIP6|PTGS2|FPR1|SOCS3|FAS|PDE4B|CMPK2|NAMPT|FGL2|XAF1|CDKN1A|PELI1|CSF2RB|IFITM3|FCGR1A|CASP3|B2M|EIF4E3|PLA2G4A|PNPT1|SECTM1|IL7|CD74|ST3GAL5|RIPK2|TAP1|RSAD2|JAK2|EPSTI1|HIF1A|CCL5|SERPING1|UBE2L6|HERC6|ISG15|ARID5B|IFIT3|IFITM2|BTG1|NMI|IFIT2|SPPL2A|CXCL10|LY6E|SP110|MX1|IL4R|GPR18|PTPN2|CD69|STAT1|IRF7|CD86|EIF2AK2|IRF2|TAPBP|OASL|TNFSF10|IL10RA|HLA-B|NCOA3|IFI44|SOD2|APOL6	CESC
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.004473815	0.012427264	0.407017919	0.509428961	1.727055898	64	PKP1|ADRA2C|NOS1|SYNPO|TCF7L1|IGFBP2|COPZ2|TCL1A|KCNMB1|YPEL1|ZBTB16|CCDC106	STAD
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.007668809	0.019172023	0.407017919	-0.386033461	-1.440830918	134	G0S2|PLAUR|CXCR4|PLAU|PTGS2|TNFAIP3|TNFRSF1B|ADAM8|IL7R|IL2RG|PPP1R15A|FUCA1|CXCL10|GYPC|PLEK2|TLR8|ERO1A|EREG|TRIB1|CTSS|KCNN4|GADD45G|ITGB2|LAPTM5|LAT2|SLPI	STAD
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.09127789	0.152129817	0.211400189	0.308682919	1.223935029	196	ARHGAP29|FARP1|SYNPO|BCAR1|MID1|SORBS2|SPTBN1|SHROOM2|CDC42EP1|MYO1E|CDC42EP4|FSCN1|DST|MYH10|EPB41L2|NET1|ARAP3|SPTAN1|FLNB|SAC3D1|DOCK4|ABL1|PALLD|KIF3B|LLGL1|CDC42EP2|ABR|FGD6|NEDD9|ARHGAP27|ARHGEF11|DYNC1H1|RAPGEF5|ACTN4|SHROOM1|TRIO|ITSN1|MAP1S|MAP3K11|DOCK2|RHOF|CCNB2|ALS2|TIAM1|KLC1|CEP131	STAD
HALLMARK	HALLMARK_MTORC1_SIGNALING	1.43E-05	0.000102465	0.593325476	-0.447829643	-1.748317226	183	CXCR4|DDIT3|NFIL3|DDIT4|PPP1R15A|HSPA5|NAMPT|BHLHE40|FGL2|HMBS|ERO1A|SLC7A5|INSIG1|P4HA1|SLC1A5|TM7SF2|CDKN1A|IDI1|ITGB2|SLC2A3|SLC7A11|UBE2D3|GCLC|XBP1|EBP|TFRC|NUFIP1|ELOVL6|BTG2|DAPP1|M6PR|TUBA4A|PLOD2|HK2|CFP|SQSTM1|EDEM1|FKBP2|IFRD1|CTSC|FADS1|TXNRD1|MAP2K3|ETF1|HSP90B1|HSPE1|SKAP2|TUBG1|EGLN3|TRIB3|GLA|AURKA|PNP|SLC9A3R1|CALR|RIT1|SCD|ACSL3|GTF2H1|RPN1|LDHA|NFKBIB|SSR1|TCEA1|SLC1A4|PPIA|HMGCR|GSR|UCHL5|ACTR3|CTH|POLR3G	STAD
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.329411765	0.447063605	0.101713902	-0.271659811	-1.062897149	186	MCM6|VDAC3|TFDP1|CBX3|RPL6|UBE2L3|SF3A1|RPS6|SRSF7|RPL34|RPL22|IFRD1|EEF1B2|ACP1|RPL14|HDDC2|PA2G4|NPM1|RPS5|SRSF3|SNRPD2|ETF1|CNBP|MRPL9|HSPE1|MYC|ABCE1|EIF4E|MAD2L1|RPS3|RACK1|SSBP1|RSL1D1|DDX21|SRPK1|GSPT1|RPL18|XPOT|LDHA|PCBP1|SNRPA|DEK|HNRNPA1|PPIA|CDK2|SNRPB2|PTGES3|VDAC1|HNRNPC|RPLP0|RAN|SNRPA1|HNRNPU|SET|FBL|ORC2|CCT2|YWHAE|HDAC2|USP1|RAD23B|RPS2|APEX1	STAD
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.968164794	1	0.044152306	-0.204438648	-0.654554167	53	DUSP2|SLC19A1|CBX3|HK2|PA2G4|NPM1|HSPE1|MYC	STAD
HALLMARK	HALLMARK_MYOGENESIS	0.000338272	0.00169136	0.498493109	0.453832606	1.70664736	123	NOS1|PTGIS|APLNR|TNNT3|GJA5|COL15A1|COX7A1|MYL4|COL4A2|TEAD4|COL3A1|WWTR1|IGFBP7|NQO1|GPX3|CDH13|MYH11|CNN3|ITGB4|MYOM2|MAPK12|COL1A1|SPTAN1|COL6A3|TAGLN|TNNT1|PSEN2|PICK1|COL6A2|MYO1C|PDE4DIP|AGRN|PTP4A3|PLXNB2	STAD
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.502164502	0.612395734	0.083129129	0.34553246	0.976864745	27	JAG1|DTX4|FZD1|CCND1|PSEN2|DTX1	STAD
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	1	1	0.046137916	0.139716442	0.547071662	179	PDK4|ACADVL|BDH2|RETSAT|ALDH6A1|ECI1|NDUFS2|CPT1A|HTRA2|ACAA2|COX17|SLC25A4|ACAT1|SLC25A20|NDUFB7|MRPL35|ECH1|NDUFS7|TIMM8B|PRDX3|MRPS12|NDUFB2|NQO2|NDUFA9|RHOT2|SDHD|MDH2|UQCRC1|COX8A|TIMM13|PDHB|NDUFA8|CYC1|GLUD1|MFN2|IDH1|NDUFA4|ETFB|SUCLA2|SLC25A12|NDUFB6|COX15|MTX2|NDUFC1|IDH3A|SLC25A3|NDUFAB1|PDP1|PMPCA|PDHA1|MRPL15|CYB5R3|GPI|SURF1|AIFM1|ECHS1|NDUFA2|TOMM22|NDUFB3|NDUFB8|MRPS11|NDUFS3|NDUFS1|ETFDH|ABCB7|OGDH	STAD
HALLMARK	HALLMARK_P53_PATHWAY	0.00130087	0.005003347	0.455059867	-0.415350011	-1.603816641	167	PLK3|IER3|DDIT3|FOS|JUN|TOB1|FAS|DDIT4|PPP1R15A|NINJ1|FUCA1|TSPYL2|TM4SF1|MXD1|TAP1|CDKN2B|ZFP36L1|ACVR1B|NOTCH1|TCHH|GM2A|VDR|BTG1|ABCC5|FOXO3|S100A10|CDKN1A|UPP1|DGKA|SLC7A11|CDKN2AIP|CCNK|HSPA4L|SLC3A2|MKNK2|CTSD|ISCU|SERTAD3|RALGDS|EPS8L2|BTG2|LDHB|RPS12|RAP2B|TSC22D1|TCN2|HINT1|BLCAP|GADD45A	STAD
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.330827068	0.447063605	0.098890301	-0.486603112	-1.132352067	13	DPP4|VDR|SRPRB|FOXO1	STAD
HALLMARK	HALLMARK_PEROXISOME	0.942505133	1	0.049590196	0.211185031	0.746395634	81	PEX11B|RETSAT|ACOX1|ABCB4|HRAS|PEX13|ABCB1|DLG4|SLC25A4|HSD17B4|PEX5|ALDH1A1|ECH1|MLYCD|CRAT|STS|PRDX1|DHRS3|HMGCL|IDH1|RDH11|ALDH9A1|SOD2|ACSL1|ABCD1|DHCR24|MVP|PEX6|SLC25A19|TSPO	STAD
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.002871448	0.009300762	0.431707696	-0.454281118	-1.61364162	92	CXCR4|DDIT3|CAMK4|E2F1|IL2RG|MAPK10|THEM4|LCK|CDKN1A|MAP2K6|UBE2D3|CDKN1B|MKNK2|DAPP1|TNFRSF1A|SQSTM1|MAP2K3|HSP90B1|AKT1S1|NCK1|NOD1|EIF4E|CAB39|UBE2N|TRIB3|RAC1|CALR|RIT1|ATF1|ECSIT|NFKBIB|CDK1	STAD
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.370229008	0.487143431	0.093145458	-0.296190288	-1.045569276	88	ABCA1|CAV2|IGF2R|STX7|SGMS1|TMED2|PPT1|KIF1B|M6PR|TMED10|CTSC|VAMP4|LMAN1|CD63|ARFGAP3|VAMP7|RAB5A|GLA|SEC24D|NAPG|AP2S1|ANP32E|GALC|LAMP2|ATP6V1H|RAB14|SNX2|NAPA|STAM|SCAMP3|SCAMP1|BET1|AP2B1|VPS4B|TPD52|RER1|USO1|STX12|ERGIC3|ARCN1|GBF1|TSG101|ARFGEF1|RAB2A|COG2|ZW10	STAD
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.850277264	0.944752516	0.049490487	-0.240903688	-0.759756768	48	JUNB|MGST1|GCLC|SELENOS|PRDX2|OXSR1|TXNRD1|GLRX2|PRNP|NDUFA6|GPX4	STAD
HALLMARK	HALLMARK_SPERMATOGENESIS	0.144628099	0.225981405	0.166933849	0.34446055	1.196910895	72	NOS1|IL13RA2|ACE|PCSK1N|NPHP1|MAP7|SLC2A5|CCT6B|JAM3|GFI1|HSPA1L	STAD
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.046335222	0.082741469	0.321775918	0.454413768	1.456651796	50	TJP1|ID1|SMAD6|WWTR1|SPTBN1|PMEPA1|BCAR3|CDKN1C|ENG|ID3	STAD
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	9.45E-25	4.73E-23	1.287103672	-0.720244431	-2.776397223	165	G0S2|PLAUR|ICAM1|FOSB|TNFAIP6|ZC3H12A|IER3|BCL3|PLAU|CXCL1|VEGFA|FOS|JUN|GADD45B|PTGS2|NFKBIA|TNFAIP3|ZFP36|AREG|CD83|IL7R|DUSP1|NR4A2|MAFF|DUSP2|GPR183|PER1|NFIL3|CCNL1|PPP1R15A|SOCS3|NINJ1|KLF10|JUNB|CXCL10|PDE4B|PNRC1|NAMPT|BCL2A1|CSF1|MXD1|BHLHE40|TAP1|PFKFB3|EGR1|MARCKS|TUBB2A|CEBPB|CD44|ABCA1|TLR2|CD69|FOSL2|TRIB1|PTGER4|RIPK2|IFNGR2|KLF6|BTG3|BCL6|IRS2|CCRL2|B4GALT5|TGIF1|NFE2L2|BTG1|SLC16A6|CDKN1A|SLC2A3|LITAF|B4GALT1|RELB|SPSB1|ZBTB10|ATP2B1|NFKBIE|IER2|IL1B	STAD
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.001863575	0.006655624	0.455059867	-0.448074187	-1.601315057	98	VEGFA|DNAJB9|DDIT4|HSPA5|TSPYL2|NABP1|TUBB2A|CEBPB|EIF2AK3|ERO1A|SLC7A5|XBP1|SRPRB|DNAJA4|IFIT1|NFYB|HERPUD1|EDEM1	STAD
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.000999978	0.004545355	0.455059867	0.460149912	1.717225797	119	TJP1|PTPN21|ID1|NRP1|ADGRL2|MT1E|PPARG|MET|RBPMS|PTPRM|COL3A1|PLPP3|EFEMP1|APBB2|GJA1|DLC1|IGFBP5|COL1A1|MGLL|ERBB2	STAD
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.003157362	0.009300762	0.431707696	-0.411377329	-1.52463277	124	ICAM1|FOSB|FOS|NFKBIA|JUNB|SLC6A8|GRINA|SIGMAR1|TAP1|CDKN2B|HSPA2|AQP3|KCNH2|CASP3|CREG1|DNAJB1|BCL2L11|RASGRP1|TCHH|BTG3|NXF1|BTG1|FURIN|CDC34|PPT1|HSPA13|TFRC|GRPEL1|HLA-F|BTG2|TUBA4A|EIF5|CHKA|PPP1R2	STAD
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.167391304	0.246163683	0.158514105	0.42306111	1.256718607	34	JAG2|JAG1|NOTCH4|HEY1|FZD1|GNAI1|HDAC11|PSEN2|RBPJ|CTNNB1	STAD
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.516949153	0.615415658	0.080419997	0.255012002	0.965038861	131	ATOH8|AKR1C2|IGFBP4|EPHA2|BCAR1|PDK4|TMEM176B|NQO1|MAOA|AKR1C3|IL1R1|HMOX1|NDRG2|PAPSS2|RETSAT|ASL|ACOX1|APOE|ACP2|SPINT2|PTGR1	STAD
HALLMARK	HALLMARK_ADIPOGENESIS	0.756440281	0.865384615	0.033824544	-0.24979359	-0.866143563	175	ORM1|PIM3|DNAJB9|TOB1|SLC5A6|ABCA1|PPP1R15B|BCL6|CMBL|PFKFB3|SLC1A5|POR|NABP1|ELOVL6|IFNGR1|ABCB8|SLC19A1|GPX4|PEMT|MGST3|TKT|C3|REEP5|APLP2|PTGER3|RIOK3|CDKN2C	TGCT
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	4.45E-08	5.57E-07	0.719512826	-0.562190878	-1.937385859	158	ICAM1|BCL3|ACHE|FAS|DYRK3|CD8B|TRAT1|CD3E|CD8A|CD86|MMP9|TLR2|IL2RG|CD3G|KRT1|CD3D|CD7|TAP1|CD96|IFNGR2|UBE2D1|CTSS|CDKN2A|GBP2|CCR1|TAPBP|HLA-G|CFP|CD74|CSF1|NCF4|CD2|IFNGR1|RIPK2|IL1B|NLRP3|CD28|ITGB2|PTPRC|STAT1|IL12RB1|CRTAM|SPI1|CXCR3|CD79A|CD247|IGSF6|RPL9|HIF1A|LTB|RPL39|LY86|NPM1|RPS3A|ITK|TIMP1|IL4R|SOCS1|WAS|IFNAR2|LCK|LCP2|FGR|EIF5A|HLA-DMB|IL15|FCGR2B|HLA-DOA|RPS9|GCNT1	TGCT
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.726329442	0.865384615	0.040493483	-0.265382917	-0.850057261	86	STEAP4|DNAJB9|DHCR24|INSIG1|ELL2|ARID5B|ANKH|SMS|IDI1|LMAN1|B4GALT1|SORD|RAB4A|ZBTB10|PA2G4|VAPA|HMGCR|FADS1|HPGD|CENPN|ABCC4|ACSL3|PDLIM5|ELK4|HOMER2|SCD|IQGAP2|TSC22D1|FKBP5|GSR|SEC24D	TGCT
HALLMARK	HALLMARK_ANGIOGENESIS	0.051977086	0.108285595	0.321775918	0.50506755	1.491024385	23	LPL|COL3A1|SLCO2A1|NRP1|FSTL1|JAG1|PF4|JAG2|TNFRSF21|VAV2	TGCT
HALLMARK	HALLMARK_APICAL_JUNCTION	0.452205882	0.61108903	0.059731798	-0.29838028	-1.006576335	130	ICAM1|LAMB3|KCNH2|PARD6G|SIRPA|VCAN|CDH1|CD86|MMP9|ATP1A3|NECTIN2|INSIG1|TGFBI	TGCT
HALLMARK	HALLMARK_APICAL_SURFACE	0.020014719	0.047654093	0.352487858	-0.619226038	-1.632536306	25	PLAUR|MAL|IL2RG|AFAP1L2|GSTM3|SULF2	TGCT
HALLMARK	HALLMARK_APOPTOSIS	0.149112426	0.266272189	0.120433372	-0.348168886	-1.194472523	144	IER3|GADD45B|JUN|FAS|DDIT3|TIMP2|LEF1|BCL2L11|TAP1|BCL2L2|CD44|IGF2R|PPP2R5B|CD2|IFNGR1|FDXR|CD14|IFITM3|IL1B|GPX4|ANKH|IRF1|PPT1|RHOB|CDKN1B|MCL1|CDKN1A|ETF1|CTH|BTG2|RARA|DAP|LGALS3|ISG20|CASP7|SQSTM1|BCL2L1|TIMP1|EBP|TNFSF10|HMGB2|CFLAR|CASP3	TGCT
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.231903485	0.362349196	0.099927697	-0.368894194	-1.150527466	70	AQP9|KLF1|ABCA1|CYP27A1|DHCR24|ABCD2|FDXR|SLC22A18|ACSL1|IDI1|PECR|HSD17B11|OPTN|SULT1B1|BMP6|PEX16|FADS1	TGCT
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.181451613	0.312847608	0.115734448	-0.387268958	-1.194674419	63	PLAUR|NFIL3|GLDC|TM7SF2|PNRC1|CXCL16|ATF5|IDI1|LDLR|ANTXR2|NSDHL|CPEB2|LGALS3|HMGCR|S100A11|SREBF2|EBP|GSTM2|GUSB|ALDOC|CHKA|ATF3|FDFT1|SQLE|ACSS2|SCD|TP53INP1|ACAT2|PLSCR1	TGCT
HALLMARK	HALLMARK_COAGULATION	0.319838057	0.484603116	0.08197788	-0.349308684	-1.093348969	76	CFD|PLAU|MAFF|TFPI2|SERPINA1|MMP9|CPQ|FURIN|CTSB|HPN|DPP4|ISCU|CAPN2|C1QA|C3|CTSH|DUSP14|GNB2|SERPINE1	TGCT
HALLMARK	HALLMARK_COMPLEMENT	0.008012819	0.021086366	0.380730401	-0.42043524	-1.448876741	158	PLAUR|CXCL1|MAFF|TNFAIP3|TFPI2|F5|PLA2G7|SERPINA1|CEBPB|HSPA5|ERAP2|FCN1|CPQ|TIMP2|S100A12|CTSS|SPOCK2|S100A9|CTSB|CPM|IRF1|DPP4|PIM1|L3MBTL4|C1QA|C3|ATOX1|CTSD|CTSH|CDA|LGALS3|CD55|GNB2|CASP7|SERPINE1|CD46|GATA3|RASGRP1|RHOG|CR1|CTSC|TIMP1|PLA2G4A|WAS|CASP3|LCK|LCP2|CASP4	TGCT
HALLMARK	HALLMARK_DNA_REPAIR	0.992874109	1	0.02026911	-0.189129306	-0.646446268	140	ELL|PDE4B|STX3|CMPK2|GPX4|GUK1|EIF1B|CANT1|NME3|PNP|POLR2J|GTF2A2|CDA|RPA3|POLR1D|POLL|CSTF3|NT5C3A	TGCT
HALLMARK	HALLMARK_E2F_TARGETS	0.933409874	1	0.021939825	-0.21877129	-0.765199233	187	MYBL2|MCM6|CDK1|CDKN2A|CDCA8|PLK1|BIRC5|TFRC|UBE2S|GSPT1|CDKN1B|HMGA1|CKS2|CDKN1A|CCNB2|DCK|KIF4A|CCNE1|AURKB|CDKN2C|MYC|NAP1L1|MKI67|PA2G4|RPA3|HUS1|SLBP	TGCT
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.100244499	0.200488998	0.153158809	-0.37041886	-1.241116565	119	CXCL8|PLAUR|AREG|CXCL1|GADD45B|TNFAIP3|TFPI2|JUN|VEGFA|FAS|ANPEP|SLC6A8|BASP1|VCAN|GLIPR1|OXTR|FZD8|FBLN5|CD44|TGFBI	TGCT
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.108695652	0.2090301	0.145516146	-0.364740597	-1.238117325	134	AREG|FOS|SEC14L2|CHPT1|REEP1|SLC7A5|TOB1|AQP3|TJP3|BHLHE40|RET|GAB2|SNX24|AMFR|FCMR|CD44|SYNGR1|BLVRB|MICB|BCL11B|SIAH2|SLC16A1|ABLIM1|FHL2|NXT1|IGF1R|XBP1|CANT1|B4GALT1|TMEM164|TBC1D30	TGCT
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.126829268	0.234869015	0.134273453	-0.359158377	-1.213681814	132	AREG|FOS|TFPI2|ZFP36|DUSP2|SERPINA1|CHPT1|CDH1|SLC7A5|TOB1|TJP3|HSPA4L|RET|AMFR|ST6GALNAC2|S100A9|TSPAN13|CD44|BLVRB|MICB|SIAH2|SLC16A1|NXT1|XBP1	TGCT
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.203680982	0.339468303	0.102449406	-0.342818489	-1.15180957	125	G0S2|CA4|TP53INP2|S100A10|CPOX|GABARAPL1|DHCR24|ACSM3|ACSL1|GLUL|UBE2L6|SMS|IDI1|VNN1|ENO3|NSDHL|HSD17B11	TGCT
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.001074541	0.003837646	0.455059867	-0.44038539	-1.537398852	185	BCL3|E2F1|MARCKS|SLC7A5|TFDP1|CENPF|MYBL2|MCM6|CDK1|SLC7A1|NEK2|PLK1|BIRC5|SLC38A1|ATF5|SAP30|UBE2S|GSPT1|CCNF|CDKN1B|TLE3|HMGA1|CKS2|E2F2|CCNB2|FBXO5|KIF4A|NDC80|MAP3K20|CCNA2|AURKB|CDKN2C|MT2A|MYC|HIRA|MKI67|HUS1|HIF1A|NUSAP1|CUL4A|CUL3|EXO1|SUV39H1|KMT5A|NUP50|DBF4|E2F3|HMGB3|MAPK14|FOXN3|CDC20|JPT1|AURKA|SQLE|LBR|CCNT1|KIF15|DTYMK|ESPL1	TGCT
HALLMARK	HALLMARK_GLYCOLYSIS	0.004652299	0.013683231	0.407017919	-0.436615708	-1.494960254	143	IER3|CXCR4|DSC2|DDIT4|VEGFA|DPYSL4|MXI1|AGL|VCAN|RRAGD|HSPA5|ALDOB|ERO1A|CDK1|P4HA1|CD44|TGFBI|CHPF2|PLOD2|EXT1|IRS2|SAP30|GCLC|IL13RA1|HK2|B4GALT1|CTH|NSDHL	TGCT
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.23088685	0.362349196	0.108394256	-0.471981249	-1.199853987	22	ACHE|VEGFA|NRP2|TLE3|NF1|PTCH1	TGCT
HALLMARK	HALLMARK_HEME_METABOLISM	1.19E-16	2.98E-15	1.047626488	-0.6634527	-2.306628982	176	RAP1GAP|ALAS2|OSBP2|AHSP|CA1|KEL|HBB|EPB42|SELENBP1|HBD|SLC6A8|SPTA1|SLC6A9|SLC22A4|KLF1|MXI1|SLC4A1|GYPC|SLC25A37|AQP3|HMBS|GLRX5|BPGM|FECH|RNF123|PRDX2|RHAG|XK|CPOX|MYL4|FOXO3|EPB41|RANBP10|ANK1|NUDT4|CTSB|PPP2R5B|ELL2|GYPA|TFRC|BLVRB|BSG|TRAK2|EIF2AK1|SLC30A1|CTNS|LRP10|GCLC|RBM38|NARF|DCUN1D1|MOSPD1|HTATIP2|MGST3|HAGH|RAD23A|TSPAN5|E2F2|KDM7A|BTG2|ADIPOR1|C3|LPIN2|ABCG2|PPOX|MAP2K3|SPTB|OPTN|RIOK3|CLIC2|SEC14L1|PSMD9|BACH1	TGCT
HALLMARK	HALLMARK_HYPOXIA	8.15E-06	5.14E-05	0.593325476	-0.532521471	-1.826935984	144	PLAUR|ADM|DUSP1|IER3|FOS|CXCR4|MAFF|TNFAIP3|JUN|ZFP36|DDIT4|VEGFA|NFIL3|SELENBP1|DDIT3|DPYSL4|MXI1|RRAGD|HSPA5|PPP1R15A|PNRC1|FOSL2|JMJD6|BHLHE40|ALDOB|GAA|PFKFB3|ERO1A|FOXO3|P4HA1|TGFBI|EXT1|IRS2|SAP30|SIAH2|KLF6|PIM1|CDKN1B|ENO3|HK2|BTG1|NOCT|CDKN1A	TGCT
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.050086356	0.096319915	0.266350657	-0.345900705	-1.337666124	89	SELL|IFITM1|CD74|RIPK2|SP110|IL4R|CXCL10|ISG15|ISG20|CSF1|NUB1|TAP1|GBP2|IL15|IRF7|IRF1|CCRL2|OASL|TXNIP|LPAR6|BST2|CMPK2|TRIM26|IFIT2|PSME2|MX1|SAMD9L|MVB12A|RSAD2|NMI|CMTR1|PSME1	COAD
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.023806622	0.104768415	0.352487858	-0.477151564	-1.726142673	67	JUN|CSF3R|CXCL1|CSF1|TNFRSF1B|PDGFC|SOCS3|FAS|IFNGR1|IL1R2|IL13RA1|IL2RG|CSF2RB|ACVR1B|CD44|CD14|IL7	CESC
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.02619866	0.104768415	0.352487858	-0.428435194	-1.622140161	90	CSF1|SELL|TMEM140|CMPK2|IFITM1|IFITM3|B2M|PNPT1|IL7|CD74|RIPK2|TAP1|RSAD2|EPSTI1|GMPR|UBE2L6|HERC6|ISG15|NCOA7|IFIT3|IFITM2|NMI|IFIT2|CXCL10|LY6E|SP110|NUB1|CCRL2|MX1|IL4R|IRF7|ELF1|EIF2AK2|IRF2|OASL|IFI44|PARP9|ISG20|LAP3|TRAFD1|GBP2	CESC
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.074534161	0.152963671	0.237793834	-0.313019765	-1.29320901	89	SELL|IFITM1|CD74|CSF1|RSAD2|IL7|RIPK2|PNPT1|EPSTI1|CMPK2|B2M|TMEM140|TAP1|IL4R|CCRL2|CXCL10	LUAD
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.079722704	0.166088966	0.208955028	-0.367098922	-1.371097403	89	CXCL10|SELL|IFITM1|TAP1|CD74|CSF1|RIPK2|UBE2L6|PNPT1|B2M|CMPK2|NMI|RSAD2|ISG15|CCRL2|IL7|EPSTI1|TMEM140|SP110|OASL|LY6E|GBP2|NCOA7|IFITM2|IL4R|HLA-C|LPAR6|TRIM5|CD47|TRAFD1|LAP3|PSMA3|LGALS3BP|NUB1|CASP1|IL15|PSMB9|GBP4	BRCA
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.000848875	0.00345821	0.477270815	0.503139731	1.811544012	64	PKP1|TCF7L1|TCL1A|SELENOP|IGFBP2|CD40LG|RYR2|YPEL1|KRT5|COPZ2|GP1BA|THRB|ZBTB16|CACNA1F|RYR1|IFI44L|STAG3|CCDC106|SLC16A7	TGCT
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.001221724	0.004072414	0.455059867	-0.462736618	-1.565082848	133	G0S2|PLAUR|CXCR4|PLAU|TNFAIP3|PTGS2|TNFRSF1B|ADAM8|PLEK2|GYPC|CXCL10|MMP9|TLR8|PPP1R15A|TRIB1|PCSK1N|IL2RG|IL7R|BPGM|KCNN4|ERO1A|TMEM158|C3AR1|LAT2|CTSS|TSPAN13|LY96|IL1B|LAPTM5|ANKH|GADD45G|ITGB2	TGCT
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.761538462	0.865384615	0.138022242	0.212129452	0.90770771	195	SORBS2|ARHGAP29|MID1|CDC42EP1|FSCN1|SPTBN1|FLNB|MYO1E|FARP1|CNTROB|BCAR1|EPB41L2|ARAP3|RHOF|RAPGEF5|GSN|ABL1|DYNC1H1|DOCK4|LLGL1|DST|ABR|ACTN4|GEMIN4|NUMA1|DOCK2|MYH10|CEP250|SPTAN1|KIF3B	TGCT
HALLMARK	HALLMARK_MTORC1_SIGNALING	9.25E-06	5.14E-05	0.593325476	-0.498788299	-1.738512491	183	CXCR4|DDIT4|NFIL3|DDIT3|NAMPT|HSPA5|SLC7A5|PPP1R15A|TM7SF2|HMBS|BHLHE40|FGL2|FKBP2|ERO1A|SLC1A5|DHCR24|P4HA1|CFP|INSIG1|ELOVL6|PLK1|FDXR|TFRC|PLOD2|GCLC|ITGB2|IDI1|LDLR|CCNF|CALR|HSP90B1|HK2|XBP1|CDKN1A|ETF1|CTH|PNP|BTG2|HSPE1|SORD|UBE2D3|MLLT11|MTHFD2L|MAP2K3	TGCT
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.942594719	1	0.021363032	-0.217148592	-0.759523501	187	TFDP1|MCM6|GSPT1|RPL6|ETF1|HSPE1|PCBP1|CCNA2|MYC|CNBP|NAP1L1|PA2G4|CANX|EEF1B2|RPS6|NPM1|CBX3|RPL34|HDDC2|MRPL23|UBE2L3|SRSF7|RPL14|XPOT|RPS5|RPL18|RPS3|RPS2|SRPK1|YWHAQ|FBL|RSL1D1|CDC20|HDGF|PPIA|SNRPA|RPL22|SET|RACK1|RPLP0|PABPC4|MRPL9|VDAC3|HNRNPA1|IFRD1|PTGES3	TGCT
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.738419619	0.865384615	0.041992622	-0.277743761	-0.836102993	54	DUSP2|PLK1|SLC19A1|HK2|HSPE1|SORD|MYC|PA2G4|NPM1|CBX3|RCL1	TGCT
HALLMARK	HALLMARK_MYOGENESIS	0.006449328	0.017914801	0.407017919	0.364777701	1.475709235	123	COL1A1|PTGIS|MYOM2|APLNR|ADAM12|TNNT3|CDH13|COL4A2|IGFBP7|COL3A1|COX7A1|ITGB4|AGRN|MAPK12|NQO1|COL15A1|MYH3|CNN3|TEAD4|MYH11|GSN|TNNC2|GPX3|PDE4DIP|RYR1|PKIA|PICK1|TAGLN|MEF2C|CLU	TGCT
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.69058296	0.8632287	0.049291766	-0.322599374	-0.85709345	26	DLL1|FZD5|NOTCH1|SAP30	TGCT
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	1	1	0.112378519	0.121831394	0.514806191	178	PDK4|SLC25A4|OPA1|NDUFC1|TIMM8B|SUCLA2|SLC25A20|NDUFA5|MFN2|BDH2|NDUFS2|ACADVL|UQCR10|COX17|NDUFA4|ACAA2|PDHA1|PRDX3|MRPS12|ECH1|TIMM17A|OGDH|SLC25A12|NDUFB6|CYCS|NDUFA8|IDH3A|NDUFA9|MRPL15|MTRR|NDUFS7|RHOT2|ECI1|ETFDH|ATP6V0E1|NDUFB7|NDUFAB1|GLUD1	TGCT
HALLMARK	HALLMARK_P53_PATHWAY	0.000614411	0.002792778	0.477270815	-0.455957141	-1.577889344	165	PLK3|IER3|FOS|JUN|DDIT4|FAS|NINJ1|DDIT3|TSPYL2|PPP1R15A|TM4SF1|TOB1|HSPA4L|CDKN2B|ZFP36L1|S100A10|NOTCH1|TAP1|MXD1|GM2A|FOXO3|CDKN2A|ABCC5|SLC3A2|SERTAD3|FDXR|ACVR1B|MKNK2|UPP1|TCHH|ISCU|BTG1|CDKN1A|BTG2|CTSD|RALGDS|RPS12|CCNK	TGCT
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.938574939	1	0.058098358	0.240097169	0.602072625	13	LMO2|STXBP1|SPCS1|SRP9|SRPRB|AKT3	TGCT
HALLMARK	HALLMARK_PEROXISOME	0.993429698	1	0.025973575	-0.178083069	-0.564702345	80	DHCR24|ABCD2|ABCC5|ACSL1|IDI1|ALB|HSD17B11|CNBP|ITGB1BP1|FADS1|PEX14	TGCT
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.042525773	0.092447333	0.248911114	-0.430127771	-1.388127616	92	CXCR4|E2F1|DDIT3|CAMK4|IL2RG|CDK1|THEM4|TNFRSF1A|MKNK2|CALR|CDKN1B|HSP90B1|CDKN1A|UBE2D3|MAP2K3|SQSTM1|MKNK1|VAV3|LCK|PTEN|ECSIT|MAPK10|NFKBIB	TGCT
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.655927835	0.840933122	0.044864511	-0.282540308	-0.907394887	88	CAV2|ABCA1|KIF1B|TMED10|IGF2R|GALC|PPT1|LMAN1|STX7|VAMP4|PAM|AP2B1|CTSC|VAMP7	TGCT
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.330532213	0.486076784	0.082205492	-0.370398477	-1.091974817	48	JUNB|MGST1|PRDX2|SELENOS|GPX4|GCLC|SRXN1|ATOX1	TGCT
HALLMARK	HALLMARK_SPERMATOGENESIS	0.424	0.588888889	0.066896628	-0.333477965	-1.039070619	69	CAMK4|PCSK1N|HSPA4L|GSTM3|CDK1|SHE|NEK2|HSPA2	TGCT
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.490934449	0.64596638	0.061976274	-0.331010351	-0.9795722	50	JUNB|CDH1|PPP1R15A|FURIN|LTBP2|TGIF1|IFNGR2	TGCT
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	3.52E-23	1.76E-21	1.246232772	-0.727148171	-2.518960496	166	G0S2|ICAM1|PLAUR|AREG|FOSB|CXCL1|BCL3|DUSP1|IER3|FOS|PLAU|GADD45B|MAFF|NFKBIA|ZC3H12A|TNFAIP3|JUN|PTGS2|ZFP36|TUBB2A|VEGFA|NR4A2|NFIL3|SOCS3|LAMB3|NINJ1|BCL2A1|PER1|NAMPT|DUSP2|JUNB|DUSP4|CEBPB|CXCL10|MARCKS|PPP1R15A|TNFAIP6|TRIB1|TLR2|PDE4B|IL7R|CD83|PNRC1|FOSL2|CCNL1|ABCA1|FOSL1|BHLHE40|BCL6|PFKFB3|TGIF1|B4GALT5|TAP1|IFNGR2|MXD1|EIF1|CD44|LITAF|NFKBIE|CSF1|EGR1|RIPK2|IL1B|IRS2|PTGER4|TNIP1|IRF1|KLF6|LDLR|CXCL2|RHOB|GPR183|RELB|MCL1|BTG1|KDM6B|TNFAIP2|CDKN1A|B4GALT1|BTG2|IER2|IFIT2|NR4A1|KLF2|MAP2K3	TGCT
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.010157439	0.025393597	0.380730401	-0.458515134	-1.496068617	100	TUBB2A|DDIT4|VEGFA|TSPYL2|DNAJB9|CEBPB|HSPA5|SLC7A5|ERO1A|NABP1|DNAJA4|CALR|HSP90B1|XBP1	TGCT
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.000899135	0.00345821	0.477270815	0.402716841	1.61198789	120	COL1A1|EFEMP1|TJP1|ID1|PLPP3|PTPN21|COL3A1|LPAR1|ADGRL2|PPARG|NRP1|IGFBP5|ERBB2|RBPMS|PTPRM|GJA1|PDGFRB|APBB2|PRKCE|KALRN|DLC1|VAV2|MGLL|CACNA1A|NFIB|MT1E|MGMT|SYNE1	TGCT
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.000180278	0.000901389	0.518848078	-0.512935921	-1.719139881	123	ICAM1|FOSB|FOS|NFKBIA|KCNH2|SLC6A8|JUNB|GRINA|AQP3|CREG1|CDKN2B|CDC34|RET|FURIN|BCL2L11|TAP1|SIGMAR1|AGO2|HSPA2|DNAJB1|TFRC|BSG|ARRB2|IRF1|PPT1|EIF2S3|CXCL2|HLA-F|RHOB|TCHH|BTG1|BTG2|CCNE1|NR4A1|MGAT1|PPP1R2|HSPA13|SQSTM1|EIF5|RASGRP1	TGCT
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.380673499	0.543819285	0.077073673	-0.376508907	-1.051466329	34	DLL1|LEF1|NOTCH1|FZD8|TCF7|NCSTN|PTCH1|MYC	TGCT
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.036719706	0.083453878	0.261663522	-0.402591691	-1.357997155	129	RAP1GAP|AQP9|FAS|NINJ1|CES1|HES6|ENTPD5|PYCR1|CYP27A1|SLC1A5|POR|GABARAPL1|ABCD2|PINK1|BLVRB|CSAD|TNFRSF1A|GCLC|PEMT|UPP1|GSTM4|VNN1|SLC12A4	TGCT
HALLMARK	HALLMARK_ADIPOGENESIS	0.294050343	0.413181999	0.077679856	-0.261364375	-1.086634321	177	ORM1|CMBL|DNAJB9|PFKFB3|PIM3|ELOVL6|PPP1R15B|IFNGR1|POR|TOB1|GPX4|RIOK3|ABCA1|PTGER3|MGST3|BCL6|SLC19A1|RTN3|MYLK|ADIPOR2|ABCB8|FAH|TST|G3BP2|GPAT4|SLC5A6|MIGA2|CMPK1|DHRS7|NABP1|SLC1A5|STOM|CDKN2C|CD36	THCA
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	0.008545388	0.026704339	0.380730401	-0.361506275	-1.484049505	158	ICAM1|ACHE|BCL3|MMP9|CD96|KRT1|FAS|DYRK3|CSF1|IFNGR1|CD8B|CD28|TLR2|TIMP1|HLA-G|TAPBP|CD3E|CD3G|TAP1|SRGN|TRAT1|IL2RG|CD3D|F2R|CD74|HLA-A|JAK2|CD8A|CD86|CCL5|CCR1|CD7|CTSS|UBE2D1|B2M|TGFB1|NCF4	THCA
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.028846627	0.065560517	0.352487858	-0.391586282	-1.482058472	86	DNAJB9|STEAP4|DHCR24|INSIG1|SMS|FADS1|B4GALT1|VAPA|HOMER2|TSC22D1|RAB4A|LMAN1|IQGAP2|TMEM50A|SORD|UBE2J1|ABHD2|ANKH|MYL12A|ELL2|B2M|ABCC4|SLC38A2|IDI1|HMGCR|ACTN1|PDLIM5|CENPN|SAT1|CCND3|GSR|STK39|ELOVL5|SCD|HPGD|CDC14B|HMGCS1|PIAS1	THCA
HALLMARK	HALLMARK_ANGIOGENESIS	0.211800303	0.320909549	0.113312908	-0.414639835	-1.212018788	24	VEGFA|VCAN|LRPAP1|TIMP1|APP|THBD|PTK2|PDGFA	THCA
HALLMARK	HALLMARK_APICAL_JUNCTION	0.079667063	0.137357005	0.170932335	-0.321965186	-1.299270998	138	ICAM1|LAMB3|MMP9|CDH6|SIRPA|VCAN|CDH1|KCNH2|PARD6G|INSIG1|IRS1|B4GALT1|ITGA2|NECTIN2|CD99|SKAP2|CLDN15|YWHAH|LDLRAP1|VCL|IKBKG|PIK3CB|ICAM5|AMIGO2|THBS3|ICAM2|CD86|ITGB1|MYL12B|PECAM1|MAP4K2|RSU1|PTK2|ATP1A3|CD274|ACTN1|MAPK14|DLG1|MPZL1|PTPRC	THCA
HALLMARK	HALLMARK_APICAL_SURFACE	0.145645646	0.234912332	0.139599673	-0.435330953	-1.290806411	27	PLAUR|AFAP1L2|MAL|B4GALT1|IL2RG|ADIPOR2|APP|SULF2|GSTM3	THCA
HALLMARK	HALLMARK_APOPTOSIS	0.058962264	0.109546166	0.199915231	-0.325728568	-1.324482587	145	IER3|DDIT3|JUN|GADD45B|FAS|CDKN1A|IFNGR1|GPX4|TIMP1|BCL2L2|TIMP2|CASP3|ATF3|PMAIP1|CD14|TAP1|LEF1|DAP|BCL2L1|MADD|GPX1|CD44|F2R|AVPR1A|IFITM3|LMNA|SQSTM1|CAV1|APP|GSTM1|PPT1|BCAP31|GNA15|ANKH|IGF2R	THCA
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.325520833	0.428316886	0.079131665	-0.294744913	-1.077964963	71	AQP9|KLF1|DHCR24|BMP6|SLC22A18|ABCA1|FADS1	THCA
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.019596142	0.046657481	0.352487858	-0.424105599	-1.511223674	64	PLAUR|GLDC|NFIL3|CXCL16|ANTXR2|LDLR|TM7SF2|PNRC1|CPEB2|ATF3|AVPR1A|GSTM2|SQLE|SREBF2|LGMN|GUSB|IDI1|HMGCR	THCA
HALLMARK	HALLMARK_COAGULATION	0.017040208	0.04260052	0.352487858	-0.409179681	-1.516761623	77	PLAU|CFD|TFPI2|MMP9|MAFF|FURIN|SERPINA1|CPQ|TIMP1|ITGA2|DUSP14|CAPN2|ISCU|SERPING1|WDR1|LAMP2|DPP4|CTSB|THBD|PECAM1|LGMN|RAC1|GP9|P2RY1	THCA
HALLMARK	HALLMARK_COMPLEMENT	0.001080781	0.004912641	0.455059867	-0.386562235	-1.589522847	160	PLAUR|CXCL1|F5|TNFAIP3|TFPI2|PLA2G7|MAFF|HSPA5|SERPINA1|CD55|CPQ|TIMP1|CEBPB|DGKH|FCER1G|FCN1|TIMP2|CD46|CASP3|KIF2A|SERPING1|S100A12|JAK2|L3MBTL4|LAMP2|PRKCD|S100A9|CCL5|CALM3|DPP4|CTSD|CTSB|CTSS|LGMN|XPNPEP1|ATOX1|GP9|PLA2G4A|CR1|CPM|USP15|CD36|SPOCK2|CTSL|CALM1|ME1|ZFPM2|ADAM9	THCA
HALLMARK	HALLMARK_DNA_REPAIR	0.894859813	0.969566388	0.025271281	-0.188369876	-0.764831882	140	GPX4|PDE4B|DCTN4|EIF1B|NT5C3A|CMPK2|ELL|VPS37B|DAD1|SRSF6|RBX1|TMED2|GTF2H5|BCAP31|GTF2A2|CETN2|SDCBP|PNP|CSTF3|NME3|STX3|SUPT4H1|POLR2E|POLL|CANT1|MPC2|CDA|GUK1	THCA
HALLMARK	HALLMARK_E2F_TARGETS	0.949828962	0.989405169	0.020489363	-0.177902861	-0.745089067	191	MCM6|CDKN1A|DCK|MYBL2|BIRC5|NAP1L1|CDCA8|TFRC|CDK1|CDKN3|KIF4A|MKI67|AURKA|DIAPH3|GINS1|HMMR|LBR|AURKB|KIF18B|CHEK1|SLBP|TOP2A|PLK1|EZH2|CDKN2C|GSPT1|DLGAP5|TACC3|MTHFD2|CDC20|CENPE|HMGB2|PRDX4|TRIP13|DEPDC1|SPC25	THCA
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.009091756	0.026740459	0.380730401	-0.373568454	-1.489339545	126	CXCL8|PLAUR|AREG|VEGFA|CXCL1|TNFAIP3|JUN|TFPI2|GADD45B|OXTR|CDH6|FAS|ANPEP|SLC6A8|BASP1|VCAN|TIMP1|PLOD2|ECM1|ITGA2|GPX7|DAB2|FUCA1|COL1A2|MYLK|CD44|SERPINE2|NID2|EFEMP2|ITGB1|TPM1|TGFB1|TPM2|FGF2	THCA
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.043995244	0.094583831	0.234392647	-0.33477711	-1.350972744	138	AREG|FOS|SEC14L2|CHPT1|SLC7A5|FHL2|REEP1|AMFR|IGF1R|TOB1|SIAH2|SLC16A1|ABLIM1|B4GALT1|TMEM164|PMAIP1|RAB31|AQP3|DHRS3|AR|RETREG1|CD44|SNX24|RHOBTB3|JAK2|GAB2|ABHD2|IL6ST|LRIG1|ADD3|ZNF185|GLA|FCMR	THCA
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.045400239	0.094583831	0.23112671	-0.339407762	-1.363034968	131	AREG|FOS|TFPI2|ZFP36|CHPT1|SLC7A5|DUSP2|SERPINA1|CDH1|AMFR|TOB1|SIAH2|SLC16A1|TSPAN13|PTGER3|HOMER2|RAB31|CD44|JAK2|SORD|ABHD2|IL6ST|CAV1|TST|S100A9|ADD3|GLA|DNAJC1|BLVRB|TOP2A|CHST8	THCA
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.306317044	0.413941951	0.077679856	-0.272307784	-1.090842498	128	G0S2|CA4|TP53INP2|ACSM3|DHCR24|GABARAPL1|GLUL|VNN1|SMS|YWHAH|ADIPOR2|CPOX|S100A10|DLST	THCA
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.015906511	0.041859239	0.352487858	-0.335032502	-1.395756728	186	E2F1|BCL3|MCM6|SLC7A5|CENPF|MARCKS|SLC7A1|TFDP1|MYBL2|BIRC5|CDK1|TRAIP|E2F3|CDKN3|KIF4A|MKI67|AURKA|SQLE|HMMR|TTK|TPX2|TGFB1|AMD1|NUSAP1|KNL1|LBR|AURKB|CHEK1|SLC38A1|TOP2A|MAPK14|PLK1|EZH2|CDKN2C|GSPT1|RBL1|TACC3|KMT5A|PRC1|CDC20|MEIS1|CENPE|HIF1A|MNAT1|EGF|POLQ|KIF20B|ODC1|KIF15|XPO1|BUB1|ORC5|RAD23B|UBE2C|BRCA2	THCA
HALLMARK	HALLMARK_GLYCOLYSIS	0.001247981	0.005199921	0.455059867	-0.402446803	-1.639786618	147	VEGFA|CXCR4|IER3|DSC2|DDIT4|VCAN|MXI1|HSPA5|AGL|PLOD2|RRAGD|ADORA2B|B4GALT1|ERO1A|IRS2|KIF2A|CDK1|P4HA1|PAM|FUT8|DPYSL4|IL13RA1|CD44|PYGL|AURKA|HOMER1|ALDOB|HMMR|PFKP|EGLN3|GUSB|CHST12|SRD5A3|CLN6|QSOX1|EXT1|IDUA|CASP6|GFPT1|GCLC|DEPDC1|ME1|SLC16A3|TALDO1|CHPF2|PDK3	THCA
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.524962179	0.640197779	0.062661823	-0.330563734	-0.96625896	24	VEGFA|ACHE|NRP2	THCA
HALLMARK	HALLMARK_HEME_METABOLISM	2.11E-20	5.28E-19	1.169069967	-0.629773846	-2.621240807	178	RAP1GAP|ALAS2|OSBP2|AHSP|SELENBP1|EPB42|CA1|SLC6A9|HBD|KEL|SLC6A8|XK|SLC22A4|SPTA1|HBB|SLC4A1|MXI1|KLF1|ANK1|SLC7A11|EIF2AK1|CTNS|SLC25A37|GLRX5|ADIPOR1|GYPC|RIOK3|FOXO3|SLC30A1|HMBS|MYL4|TRIM58|LRP10|RBM38|TSPAN5|NUDT4|SEC14L1|HTATIP2|TMCC2|MPP1|MGST3|EPB41|BPGM|KDM7A|ISCA1|MAP2K3|TRAK2|YPEL5|BSG|TFRC|FOXJ2|AQP3|RANBP10|TAL1|SPTB|DMTN|CPOX|DCUN1D1|SMOX|NFE2|RHD|LAMP2|GATA1|ATP6V0A1|XPO7|ELL2|CTSB|SDCBP|RNF123|FN3K|FECH|ARHGEF12|SLC10A3|BLVRB|RCL1|HDGF|USP15|MBOAT2|GCLC|MARK3|RBM5|SNCA|KLF3|PRDX2|MKRN1|HAGH|GYPA|NNT|PPP2R5B|BMP2K|BACH1|CDR2|CCND3|SLC11A2|TCEA1|GMPS|RHCE|NARF|GAPVD1|CLIC2	THCA
HALLMARK	HALLMARK_HYPOXIA	8.65E-07	1.08E-05	0.659444398	-0.483486021	-1.972838689	148	PLAUR|ADM|VEGFA|CXCR4|FOS|IER3|DUSP1|SELENBP1|TNFAIP3|DDIT3|JUN|ZFP36|PPP1R15A|NFIL3|MAFF|DDIT4|PFKFB3|MXI1|HSPA5|CDKN1A|LXN|GAA|FOXO3|SIAH2|NEDD4L|RRAGD|PNRC1|ADORA2B|FOSL2|ERO1A|IRS2|ATF3|TPST2|JMJD6|P4HA1|PAM|SLC2A3|DPYSL4|HK1|PRKCA|CAV1|ALDOB|PFKP|NDST1|XPNPEP1	THCA
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.092325523	0.184651045	0.287805131	-0.272327716	-1.16150561	158	IL1R2|MAFF|GADD45B|CD83|NFIL3|SHE|NFKBIZ|RRAGD|CKAP4|SMPDL3A|CXCL10|PIM1|MXD1|SELL|CSF1|GABARAPL1|CD48|GLIPR2|HK2|NT5E|LTB|MYC|CD44|IFNGR1|TNFRSF1B|ARL4A|BHLHE40|CDC42SE2|PRKCH|BATF|IKZF2|IL4R|GBP4|CCND2|IL2RB|TGM2|LRIG1|GPR65|KLF6|RHOB|CD86|PLSCR1|DENND5A	SARC
HALLMARK	HALLMARK_INFLAMMATORY_RESPONSE	0.09351145	0.203285762	0.202071709	-0.280896396	-1.263868898	139	CXCL8|OSM|GPR183|C5AR1|IL7R|ACVR2A|ADORA2B|PTGIR|CDKN1A|DCBLD2|SELL|TIMP1|NFKBIA|RGS1|LDLR|CSF3R|KCNA3|TNFAIP6|ABI1|FPR1|IFITM1|CCL5|ICAM1|CD14|ATP2C1|PLAUR|PTAFR|CCRL2|LPAR1|EMP3|CD55|PDE4B|CSF1|HPN|TNFRSF1B|ADM|PSEN1|SCARF1|IRAK2|ATP2B1|GNA15|KIF1B|BEST1|FFAR2|SPHK1|SLC11A2	UCEC
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.138075314	0.222702119	0.172324345	-0.321744663	-1.206272897	89	SELL|IFITM1|IL4R|CD74|RIPK2|TAP1|CSF1|SP110|ISG20|LPAR6|GBP2|NUB1|NMI|IL15|TXNIP|PNPT1	LIHC
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.13877551	0.223831468	0.169570644	-0.28267913	-1.192438655	89	SELL|GMPR|RSAD2|IFITM1|CD74|IL7|CMPK2|TMEM140|PNPT1|LGALS3BP|B2M|CCRL2|TAP1|IL15|EPSTI1	LUSC
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.11976912	0.231955982	0.152144922	-0.295431384	-1.230107468	161	CSF1|TNFRSF1B|GADD45B|NFKBIZ|SELL|CKAP4|CDC42SE2|CD83|NFIL3|SHE|IFNGR1|GABARAPL1|FGL2|MAFF|IL1R2|MXD1|EEF1AKMT1|FURIN|AGER|IFITM3|CASP3|CD44|P4HA1|RRAGD|LCLAT1|P2RX4|BMPR2|PHTF2|SNX14|IGF2R|ST3GAL4|GPX4|BHLHE40|CST7|CTSZ|CA2|LRIG1|CXCL10|PTCH1|SLC39A8|KLF6|XBP1|IL4R|SYNGR2|IGF1R|MAP3K8|CD86|GALM|SLC2A3|TTC39B	CESC
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.0115735	0.032148611	0.380730401	0.365149077	1.555205094	65	PKP1|NOS1|ADRA2C|IGFBP2|YPEL1|TCL1A|SYNPO|TCF7L1|SELENOP	THCA
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	1.56E-05	0.000129623	0.575610261	-0.465368114	-1.871662621	133	G0S2|PLAU|PLAUR|CXCR4|PTGS2|TNFAIP3|PLEK2|TNFRSF1B|MMP9|ADAM8|PPP1R15A|IL7R|CXCL10|TMEM158|PCSK1N|TLR8|GYPC|FCER1G|TSPAN13|ITGA2|SLPI|ERO1A|TRIB1|MMD|BPGM|FUCA1|IL2RG|LAT2|ATG10|CBR4|SDCCAG8|C3AR1|TFPI|ANKH|TOR1AIP2|GADD45G|LAPTM5|CTSS|PECAM1	THCA
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.385227273	0.481534091	0.063784539	-0.248017815	-1.040252244	194	WASF1|KIF1B|KIFAP3|CENPF|MARCKS|BIRC5|NCK2|CDK5RAP2|TUBA4A|EPB41|PCGF5|CDK1|VCL|CLIP1|KIF4A|YWHAE|AURKA|BCR|HOOK3|KIF3C|TTK|TPX2|CDC42|CKAP5|KATNB1|NUSAP1|TLK1|CDC42BPA|ARHGEF12|ARHGAP10|TOP2A|PLK1|CYTH2|DLG1|DLGAP5|CLIP2|PDLIM5|PRC1|CAPZB|CENPE|STAU1|BCL2L11|KIF20B|ARHGAP5|NF1|KIF15|ANLN|FLNA|OPHN1|BUB1|ARL8A|CENPJ|SOS1|RANBP9|BRCA2|CD2AP|NIN|CTTN|PKD2|MAPRE1|RASA1|MYH9|CDC27|RALBP1	THCA
HALLMARK	HALLMARK_MTORC1_SIGNALING	4.63E-06	4.63E-05	0.610526878	-0.442156576	-1.841299973	184	CXCR4|DDIT3|PPP1R15A|NFIL3|DDIT4|SLC7A5|NAMPT|HSPA5|CDKN1A|DHCR24|SLC7A11|ELOVL6|INSIG1|PLOD2|HMBS|MLLT11|FADS1|FKBP2|MTHFD2L|LDLR|TM7SF2|ERO1A|IFRD1|TUBA4A|SKAP2|MAP2K3|TFRC|FGL2|P4HA1|SLC2A3|ADIPOR2|DAPP1|SORD|SQSTM1|AURKA|SQLE|ADD3|POLR3G|EGLN3|GLA|PNP|LGMN|UBE2D3|M6PR|IDI1|HMGCR|SLC1A5|CCNG1|PLK1|HSPE1|MTHFD2|GCLC|ME1|BUB1|SSR1|PITPNB|RIT1|EDEM1|CALR|GSR|TCEA1|GMPS|HSP90B1|CTH|ELOVL5|CANX|TXNRD1|BHLHE40|CFP|ACACA|SCD	THCA
HALLMARK	HALLMARK_MYC_TARGETS_V1	1	1	0.119887845	0.127894158	0.642393637	187	CSTF2|CAD|DDX18|EXOSC7|MRPS18B|RRP9|PCNA|TYMS|TRIM28|NDUFAB1|NOP56|CCT5|LSM2|MCM5|CDK4|PSMA6|POLD2|LSM7|PRPF31|NHP2|CCT7|NOLC1|SRSF1|PSMD3|SF3B3|DHX15|PSMC4|PRDX3|DUT|SRM|SNRPG|KPNB1|CDC45|MCM4|CYC1|RUVBL2|STARD7|SLC25A3|GOT2|ILF2|SNRPA1|SNRPD3|RANBP1|C1QBP|BUB3|SRSF3|NOP16|EIF2S1|G3BP1|EIF3B|HDDC2|IMPDH2|PHB2|PSMD8|PSMD14|PSMB2|GLO1|HSP90AB1|PRPS2|PPM1G|EIF4H|NCBP2|HNRNPD|SSB|EIF1AX|NCBP1|TOMM70	THCA
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.002418874	0.009303363	0.431707696	0.439589027	1.798742251	53	BYSL|MAP3K6|TCOF1|UTP20|DCTPP1|GRWD1|UNG|LAS1L|DDX18|NOP2|PPRC1|RRP9|MYBBP1A|NOP56|MCM5|TBRG4|MRTO4|PES1|CDK4|MPHOSPH10|NOLC1|NIP7|RRP12|SRM|MCM4|NOC4L|EXOSC5|NDUFAF4|IMP4	THCA
HALLMARK	HALLMARK_MYOGENESIS	0.297491039	0.413181999	0.079343496	-0.274869838	-1.099159874	127	CFD|ACHE|GADD45B|SLC6A8|KLF5|AGL|CDKN1A|REEP1|KCNH2|PVALB|GAA|MYL4|ATP6AP1|ABLIM1|MYOM1|NOTCH1|IFRD1|SPHK1|FHL1|MYLK|APP|AEBP1|ITGB1|TGFB1|TPM2|FGF2|SMTN|GNAO1|DAPK2|KIFC3|GABARAPL2|SPARC|CD36|SYNGR2|FOXO4	THCA
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.56626506	0.674125072	0.094975153	0.275298306	0.927334576	26	DTX4|KAT2A|CCND1|FZD1|PSEN2|DTX1	THCA
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.815384615	0.905982906	0.132846301	0.176068607	0.883809497	179	NDUFA9|ALDH6A1|MRPS12|ACAA2|SLC25A12|SUCLA2|ECI1|PDK4|NDUFS2|TIMM17A|SLC25A4|ACADVL|SLC25A20|NDUFAB1|PDHB|HSD17B10|BDH2|GLUD1|ETFDH|AIFM1|PDP1|NDUFB2|FH|NDUFS7|PRDX3|MRPL15|ACAT1|NDUFC2|CASP7|NDUFB8|ECH1|UQCRC1|CYC1|MDH1|SUCLG1|NDUFB7|PDHA1|OGDH|SLC25A3|NDUFV1|FDX1|GOT2|COX15|HCCS|CS|COX17|IDH1|RHOT2|MRPS11|NDUFS3|DLAT|IDH2|MRPS22|RETSAT|SDHB|LRPPRC|MTRR|NDUFB6|NDUFB5|ECHS1|TIMM13|IDH3B|IDH3A|SLC25A11|MTX2|HSPA9|OAT|PHB2	THCA
HALLMARK	HALLMARK_P53_PATHWAY	0.000148071	0.001002179	0.518848078	-0.414405226	-1.710787032	167	FOS|PLK3|IER3|DDIT3|JUN|CDKN2B|TSPYL2|PPP1R15A|DDIT4|FAS|NINJ1|TM4SF1|CDKN1A|MXD1|SLC7A11|ABCC5|ACVR1B|ABHD4|TOB1|TCN2|FOXO3|SLC3A2|NOTCH1|TSC22D1|ATF3|FUCA1|SPHK1|TAP1|ISCU|FGF13|STEAP3|CD82|F2R|TCHH|ZFP36L1|S100A10|APP|CTSD|RAP2B|VDR|TGFB1|PDGFA	THCA
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.911392405	0.969566388	0.039195634	-0.250668742	-0.637057319	13	DPP4|VDR|SPCS1|AKT3|SEC11A|SRP14|FOXO1|SRP9	THCA
HALLMARK	HALLMARK_PEROXISOME	0.998738966	1	0.023437625	-0.139313782	-0.526231011	82	DHCR24|ABCC5|FADS1|YWHAH|DHRS3|SOD2|IDI1|TOP2A|CLN6|HSD17B11|ALB|ABCD3|CRAT|ELOVL5|PRDX5	THCA
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.072590738	0.129626319	0.184706471	-0.353964923	-1.353635376	92	E2F1|CXCR4|DDIT3|MAPK10|CDKN1A|CAMK4|MAP2K3|CDK1|IL2RG|DAPP1|SQSTM1|THEM4|PLA2G12A|MKNK1|SMAD2|RAC1|VAV3|UBE2D3|ITPR2|CAB39|ARF1|AP2M1|RIT1|CALR|HSP90B1|ACACA|ATF1|MAPK8|PPP2R1B|MKNK2|NOD1|PTEN|MAPK1|CFL1|PRKCB|CDK2|GSK3B|MAP2K6|TNFRSF1A	THCA
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.00462352	0.016512572	0.407017919	-0.435200195	-1.657373683	88	CAV2|KIF1B|STX7|ABCA1|VAMP7|LMAN1|SGMS1|PAM|TMED10|VAMP4|NAPG|NAPA|TOM1L1|LAMP2|TMED2|PPT1|IGF2R|GLA|GNAS|M6PR|AP2B1|ICA1|CD63|GALC|ARF1|AP2S1|AP2M1|STAM|RAB14|RAB5A|YIPF6|AP3S1|CTSC|TMX1|DNM1L|ADAM10|ARFGEF1|ATP7A|STX12|MAPK1|COG2|BNIP3|VAMP3|GOLGA4|CLCN3|SNAP23|GBF1|RAB2A|ANP32E|SCAMP1|BET1|CLTA|ATP1A1|RAB9A|ARFGAP3|ARFGEF2|KRT18	THCA
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.05915493	0.109546166	0.219250347	-0.425625567	-1.424489779	48	MGST1|JUNB|GPX4|IPCEF1|PFKP|ABCC1|ATOX1|SOD2|NDUFA6|CDKN2D|GCLC|PRDX2|PRDX4|SRXN1|MSRA|GSR|PDLIM1|TXNRD1|GCLM	THCA
HALLMARK	HALLMARK_SPERMATOGENESIS	0.741935484	0.843108504	0.039275857	-0.227074575	-0.835254879	72	HSPA2|SHE|PCSK1N|CAMK4|ACRBP|VDAC3|CDK1|CDKN3|NCAPH|AURKA|DMC1|TTK|GSTM3|PGS1|EZH2|BRAF|BUB1|TALDO1	THCA
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.589211618	0.685129789	0.053021251	-0.270691013	-0.915049748	50	PPP1R15A|FURIN|CDH1|JUNB|LTBP2|RAB31|PPM1A|TGFB1|UBE2D3|ACVR1|IFNGR2|RHOA|FKBP1A|HIPK2	THCA
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	1.59E-23	7.97E-22	1.254513479	-0.665383406	-2.746899001	167	G0S2|TUBB2A|PLAU|PLAUR|ICAM1|AREG|VEGFA|FOS|NR4A2|IER3|FOSB|CXCL1|BCL3|DUSP1|NFKBIA|PTGS2|TNFAIP3|ZC3H12A|SOCS3|JUN|TNFAIP6|LAMB3|GADD45B|ZFP36|PER1|PPP1R15A|NFIL3|MAFF|NINJ1|PFKFB3|DUSP4|CD83|CSF1|IL7R|NAMPT|CXCL10|DUSP2|CDKN1A|MXD1|JUNB|TLR2|MARCKS|CEBPB|BCL2A1|PDE4B|ABCA1|EIF1|B4GALT5|LDLR|PNRC1|B4GALT1|FOSL2|TSC22D1|IRS2|CCNL1|SPSB1|TRIB1|ATF3|MAP2K3|SPHK1|TAP1|CXCL2|BCL6|FOSL1|SLC2A3|CD44|GPR183|NFAT5|IL6ST|SQSTM1	THCA
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.051470588	0.102941176	0.219250347	-0.358426412	-1.386192689	100	TUBB2A|VEGFA|TSPYL2|DDIT4|DNAJB9|SLC7A5|HSPA5|CEBPB|ERO1A|ATF3|ATF4|WIPI1|ERN1|NABP1|YWHAZ|EIF2AK3|EXOSC4|MTHFD2|DNAJC3|SSR1|EDEM1|CALR|SLC30A5|HSP90B1|PDIA6|DNAJA4|LSM1|HERPUD1|DCP2|XBP1|EXOSC1|ATF6|SPCS1|SLC1A4	THCA
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.083831569	0.139719282	0.287805131	0.262619932	1.25513561	123	IGFBP5|ERBB2|TJP1|ID1|COL1A1|MET|PLPP3|PTPN21|ADGRL2|SNAI2|PTPRM|CACNA1A|PPARG|GJA1|RBPMS|NRP1|EFEMP1|VAV2|PDGFRB|SYNE1|SMAD7	THCA
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.000160349	0.001002179	0.518848078	-0.441077804	-1.750282689	123	ICAM1|FOS|FOSB|NFKBIA|CDKN2B|HSPA2|SLC6A8|CREG1|FURIN|JUNB|KCNH2|GRINA|AGO2|CASP3|TUBA4A|ATF3|TAP1|CXCL2|BSG|TFRC|CDC34|AQP3|HLA-F|SIGMAR1|TCHH|IL6ST|SQSTM1|TST|PRKCD|PPT1|CYB5R1|AMD1|SOD2	THCA
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.356687898	0.457292177	0.128788713	0.293507037	1.072385099	36	FZD8|KAT2A|FZD1|TP53|PSEN2|RBPJ|HDAC11|CCND2|JAG1|NOTCH4|JAG2|MAML1|HEY1|DVL2|CTNNB1	THCA
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.265550239	0.390515058	0.085535695	-0.278170132	-1.118699977	132	RAP1GAP|HES6|FAS|NINJ1|ENTPD5|AQP9|GABARAPL1|POR|VNN1|GSTM4|MAN1A1|ARG2|ABCC3|COMT|FAH|SMOX|PINK1|DHRS7|BLVRB|SLC1A5|PGRMC1|PGD|CD36|GCNT2|PDLIM5|CASP6|GCLC|PROS1|TMBIM6|GSR|SLC46A3|CDA|CES1|SERPINE1|ACP1|ELOVL5|EPHX1|PYCR1|UPP1|CYP27A1|MT2A|GSTO1|CYP2S1|LPIN2|ARG1|SLC6A6|CSAD|PC|PEMT	THCA
HALLMARK	HALLMARK_ADIPOGENESIS	0.027012434	0.124690275	0.352487858	0.275699687	1.322243223	177	RETN|PHLDB1|FABP4|SNCG|ITGA7|COL15A1|SPARCL1|CAVIN1|LTC4S|LIFR|LPL|PPARG|COL4A1|LIPE|GPX3|DHCR7|SOWAHC|SULT1A1|APOE|ACOX1|GPAM|RETSAT|LAMA4|AIFM1|ACAA2|CYC1|CAT|C3|CHCHD10|ECH1|AK2|ACLY|COQ9|PGM1|IDH1|PRDX3|DHRS7B|ESRRA|CCNG2|CS|BCL6|DGAT1|ABCA1|PREB|MRPL15|UQCRC1|ACADS|ALDH2|SUCLG1|ECHS1|NDUFAB1|NDUFS3|UCK1|PLIN2|STAT5A|PFKL|VEGFB|TKT|ETFB|GBE1|NDUFB7|COX8A	UCEC
HALLMARK	HALLMARK_ALLOGRAFT_REJECTION	0.383742911	0.599598299	0.090542895	-0.22158705	-1.013807041	158	CD8B|TRAT1|CD3G|CD3E|CD3D|TGFB2|BCL3|CD28|ACVR2A|B2M|F2R|TIMP1|EIF4G3|IFNGR1|JAK2|FAS|IL7|CD7|CD40LG|BRCA1|ABI1|CCL5|CD8A|ICAM1|CD96|TAP1|TGFB1|CD47|IL2RG|SRGN|GLMN|CSF1	UCEC
HALLMARK	HALLMARK_ANDROGEN_RESPONSE	0.338114754	0.545346378	0.102821843	-0.249733276	-1.045248909	88	TMEM50A|TSC22D1|INSIG1|CENPN|MYL12A|B2M|SLC38A2|PDLIM5|VAPA|ABHD2|ABCC4|DNAJB9|STK39|HMGCR|FADS1|B4GALT1|LMAN1|RAB4A|SMS|CDC14B|IQGAP2|INPP4B|PIAS1|HOMER2	UCEC
HALLMARK	HALLMARK_ANGIOGENESIS	0.02604892	0.124690275	0.352487858	0.483371867	1.547319909	23	PGLYRP1|JAG2|LPL|JAG1|NRP1|SLCO2A1|VAV2|COL3A1	UCEC
HALLMARK	HALLMARK_APICAL_JUNCTION	0.034913277	0.124690275	0.321775918	0.290156028	1.331177495	134	COL17A1|VCAM1|TJP1|CD34|PARVA|ADAMTS5|FBN1|LAMA3|TRAF1|ITGB4|PCDH1|KCNH2|MMP2|CD209|MYH10|MAPK11|TUBG1|CTNND1|SGCE|VAV2|FLNC|ADAM15|NECTIN1|EPB41L2	UCEC
HALLMARK	HALLMARK_APICAL_SURFACE	0.082627119	0.194684273	0.227987203	-0.425928799	-1.389063007	27	MAL|AFAP1L2|DCBLD2|B4GALT1|AKAP7|GSTM3|BRCA1|PLAUR|APP|IL2RG|ADAM10	UCEC
HALLMARK	HALLMARK_APOPTOSIS	0.169892473	0.314615691	0.156312403	0.247593865	1.147831795	146	DCN|EMP1|PLAT|TIMP3|BGN|FASLG|IGFBP6|CCND1|TNF|IL18|MMP2|GPX3|NEDD9|ERBB2|SPTAN1|RNASEL|TSPO|BIRC3|SMAD7|HMOX1|PRF1|NEFH|RETSAT|CTNNB1	UCEC
HALLMARK	HALLMARK_BILE_ACID_METABOLISM	0.534351145	0.720164609	0.073255866	0.231383358	0.951787909	69	ACSL1|SULT1B1|LIPE|NPC1|AQP9|DHCR24|RBP1|BCAR3|RETSAT|CAT|SLC35B2|IDH2|PEX13|IDH1|PEX6|RXRA|ABCA1|FDXR|HSD17B4|MLYCD|KLF1|ALDH1A1|ACSL5|PEX26|ATXN1|PNPLA8|ABCA2	UCEC
HALLMARK	HALLMARK_CHOLESTEROL_HOMEOSTASIS	0.809128631	0.875170765	0.057125851	-0.205828622	-0.816924708	63	AVPR1A|ANTXR2|ATXN2|HMGCR|LDLR|GSTM2|LGMN|CD9|SQLE|NFIL3|PLAUR|GLDC|PNRC1|SC5D|TM7SF2|FADS2|CHKA|IDI1|PDK3|HMGCS1	UCEC
HALLMARK	HALLMARK_COAGULATION	0.080614203	0.194684273	0.219250347	0.309666469	1.301365379	80	MMP8|CTSE|A2M|PLAT|TIMP3|RAPGEF3|HTRA1|FN1|FBN1|APOC1|MMP2|CRIP2|CFH|CSRP1|LTA4H|MMP1|CAPN5|DUSP6|ANXA1	UCEC
HALLMARK	HALLMARK_COMPLEMENT	0.75	0.869730828	0.061705405	0.187651228	0.888668963	159	MMP8|LTF|PLAT|FN1|KLK1|GCA|MSRB1|APOC1|HSPA1A|ZEB1|S100A9|CR2|DUSP5|CDA|CFH|CDK5R1|CSRP1|S100A12|C1QC|CASP5|LTA4H|COL4A2	UCEC
HALLMARK	HALLMARK_DNA_REPAIR	0.933884298	0.952943161	0.050294806	0.164990521	0.764758458	140	TYMS|ZWINT|BCAM|FEN1|PCNA|AGO4|SNAPC4|CDA|DUT|RFC3|SAC3D1|UMPS|TP53|BRF2|DDB1|AAAS|ZNF707|POLD3|LIG1|STX3|ERCC2|ALYREF|RAE1|RALA|IMPDH2|ERCC3|DDB2|ITPA|SSRP1|ADA|HCLS1|POLH|POLR1C|TARBP2|POLR2C|CLP1|POLA2|NELFB|XPC|MPG|ADRM1|USP11|POLD4|DGUOK|POLR2D|ELOA|NELFE|POLE4|GMPR2|APRT|POLR2K|RAD51|POLR3GL|TK2|MRPL40|RPA3	UCEC
HALLMARK	HALLMARK_E2F_TARGETS	0.000806423	0.01344039	0.477270815	0.329675335	1.602835052	188	TK1|DONSON|ESPL1|ORC6|CCNB2|SPAG5|MCM4|KIF18B|KIF2C|LMNB1|PLK1|RNASEH2A|MXD3|PCNA|ASF1B|TCF19|TUBG1|STMN1|CCNE1|MCM3|PAN2|UBE2T|AURKB|BIRC5|MCM2|PSMC3IP|CDC20|CDK1|DUT|POLE|KIF22|CDKN2A|PAICS|RFC3|TIMELESS|SHMT1|UBE2S|PTTG1|MCM5|TP53|DCTPP1|KPNA2|NOP56|DSCC1|POLD2|NCAPD2|RAD1|POLD3|LIG1|NAA38|RANBP1|AK2|TBRG4|UNG|MCM7|DDX39A|SRSF1|SNRPB|SSRP1|ILF3|HMGB3|MKI67|CENPE|JPT1|POLA2|PLK4|NBN|HMGB2|TUBB|MSH2|RAD50|CDCA8|NOLC1	UCEC
HALLMARK	HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION	0.000429557	0.010738933	0.498493109	0.381179092	1.727676143	121	DCN|VCAM1|TIMP3|ELN|DPYSL3|MGP|PDLIM4|HTRA1|NNMT|FN1|ADAM12|BGN|FBLN2|FBN2|FBN1|LAMA3|CXCL12|COL4A1|PMEPA1|FERMT2|IGFBP4|COL6A3|TGM2|MMP2|DST|GJA1|COL1A2|IGFBP2|LOX|TAGLN|COL3A1	UCEC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_EARLY	0.053078556	0.176928521	0.287857117	0.284321296	1.304826354	138	KRT19|CYP26B1|PODXL|PDLIM3|CXCL12|TFF3|KRT8|RPS6KA2|CCND1|IGFBP4|TGM2|OLFM1|SYNGR1|UGCG|WFS1|PPIF|FARP1|DHCR7|GJA1|DLC1|CLIC3|FKBP5|ALDH3B1|DEPTOR|CISH|CELSR1|ASB13|MYOF|SH3BP5|RRP12|MYBBP1A|KLF4|FASN|SLC2A1|MED24	UCEC
HALLMARK	HALLMARK_ESTROGEN_RESPONSE_LATE	0.003990229	0.039902291	0.407017919	0.335799189	1.540579139	134	KRT19|LTF|CYP26B1|KIF20A|ASS1|PDLIM3|CXCL12|TFF3|RPS6KA2|CCND1|IGFBP4|OLFM1|RNASEH2A|WFS1|PPIF|FARP1|DLG5|S100A9|DHCR7|ST14|CLIC3|IMPA2|GALE|FKBP5|CDC20|ALDH3B1|CISH|MYOF|CDC6|FABP5|PTPN6|NAB2|ATP2B4|SNX10|KLF4	UCEC
HALLMARK	HALLMARK_FATTY_ACID_METABOLISM	0.561728395	0.720164609	0.074550078	0.21226716	0.966077257	126	MAOA|LTC4S|PTPRG|ACSL1|INMT|ALAD|NTHL1|DHCR24|NCAPH2|PCBD1|PDHA1|ACOX1|RETSAT|ECI1|ACAA2|FASN|ACADVL|CD1D|UGDH|FH|ACSS1|CRYZ|SUCLA2|ACAA1|GSTZ1|ECH1|IDH1|ENO2|ALDH3A2|LDHA|ACADS|HSD17B4|NBN|SUCLG1|ECHS1|MLYCD|HSD17B10|ETFDH|LGALS1|SDHD|ALDH1A1|CPOX|ENO3|ACSL5|PTS	UCEC
HALLMARK	HALLMARK_G2M_CHECKPOINT	0.298924731	0.515387468	0.113787262	0.220193274	1.070010417	187	CENPA|ESPL1|CCNA2|CDC45|CENPF|ORC6|CCNB2|CCND1|KIF2C|LMNB1|TROAP|PLK1|FBXO5|LIG3|STMN1|MCM3|MEIS2|AURKB|BIRC5|MCM2|CCNF|CDC20|CDK1|POLE|KIF22|INCENP|CDC6|NOTCH2|UBE2S|PTTG1|MCM5|ABL1|KPNA2|E2F2|TPX2	UCEC
HALLMARK	HALLMARK_GLYCOLYSIS	0.765363128	0.869730828	0.054680849	-0.187627033	-0.852783094	148	DPYSL4|VEGFA|DDIT4|CXCR4|P4HA1|PLOD2|KIF2A|VCAN|ADORA2B|EGLN3|HSPA5|B4GALT1|AURKA|NDST3|CTH|FUT8|GFPT1|EXT1|GALK2|ZNF292|ME1|CASP6|MXI1|GLCE|CLN6|HOMER1|CHST12	UCEC
HALLMARK	HALLMARK_HEDGEHOG_SIGNALING	0.431558935	0.634645493	0.084314432	0.308190707	0.999731998	24	NRP1|SLIT1|CDK5R1|CELSR1|HEY2|HEY1|AMOT|DPYSL2|ETS2|ADGRG1	UCEC
HALLMARK	HALLMARK_HEME_METABOLISM	0.033940261	0.124690275	0.321775918	-0.323158783	-1.505968123	178	OSBP2|RAP1GAP|RHD|HTATIP2|ALAS2|YPEL5|RIOK3|MBOAT2|ATP6V0A1|PDZK1IP1|XK|DCUN1D1|CTNS|EIF2AK1|TAL1|RBM5|RCL1|MPP1|ADIPOR1|TRIM58|ARHGEF12|HBB|NNT|SMOX|SLC7A11|CA2|ISCA1|ANK1|SEC14L1|BMP2K|CDR2|GMPS|XPO7|MXI1|LAMP2|MGST3|PICALM|EPB41|TCEA1|SLC30A1|MARK3|NEK7|MYL4|NFE2|SDCBP|CDC27|DAAM1|NCOA4|MAP2K3|GCLM|DMTN|GAPVD1|RBM38|GATA1|AQP3|TMCC2|GYPC|LRP10|NUDT4|SLC11A2|SNCA|SLC10A3|KDM7A|MINPP1|FOXJ2|ENDOD1|CLCN3|SLC6A8|USP15|BNIP3L|SLC25A37|EZH1|SELENBP1|KLF3|TOP1|EPOR|HBQ1|AGPAT4|CCND3|TMEM9B|FOXO3|BSG|MKRN1	UCEC
HALLMARK	HALLMARK_HYPOXIA	0.429175476	0.634645493	0.090542895	0.219365046	1.017151181	145	PKP1|DCN|SLC2A5|CAVIN1|BGN|AMPD3|TGFB3|AKAP12|TGM2|NDRG1|MT1E|CDKN1C|LOX|GALK1|HMOX1|SLC37A4|RBPJ|CAVIN3	UCEC
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.157894737	0.246710526	0.120433372	-0.324134102	-1.236055151	89	SELL|CSF1|CXCL10|IFITM1|TMEM140|RSAD2|GMPR|IFITM2|TAP1|CMPK2|HLA-C|CD74|IFITM3|NCOA7|B2M|CCRL2|RIPK2|LGALS3BP	THCA
HALLMARK	HALLMARK_IL2_STAT5_SIGNALING	0.661016949	0.786924939	0.067833826	0.194445795	0.920846318	159	EMP1|CDCP1|NRP1|TRAF1|COL6A1|IL3RA|MYO1E|IKZF4|TGM2|NDRG1|PLEC|CCNE1|ABCB1|CDKN1C|SOCS1|TLR7|HOPX|SWAP70|CISH|CDC6|AHNAK|PTRH2|TNFRSF8|UMPS|PLPP1|ADAM19|GLIPR2|IRF8|DENND5A|RHOH|CD79B|IRF4|CD81|AHCY|PLSCR1|SPRED2|ANXA4|RHOB|PUS1|CAPG|BCL2|EOMES|IL1R2|CCND2|BATF|CYFIP1|HK2|IL2RB|ALCAM|TNFRSF18|UCK2|PLIN2|PLAGL1|NOP2|GPR65|ENO3|PIM1|PTGER2	UCEC
HALLMARK	HALLMARK_INTERFERON_ALPHA_RESPONSE	0.840163934	0.875170765	0.05479395	-0.19179606	-0.804429739	89	TMEM140|B2M|SELL|PNPT1|GMPR|IL7|IFITM1|HLA-C|EPSTI1|NCOA7|CCRL2|TAP1|CMPK2|CD47|CSF1|ELF1	UCEC
HALLMARK	HALLMARK_IL6_JAK_STAT3_SIGNALING	0.816793893	0.875170765	0.052805005	0.199914064	0.815414142	67	A2M|IL1R1|ACVRL1|IL3RA|TNF|SOCS1|TYK2|HMOX1|MYD88	UCEC
HALLMARK	HALLMARK_INTERFERON_GAMMA_RESPONSE	0.992523364	0.992523364	0.042931109	-0.143623982	-0.669865987	180	PTGS2|PLA2G4A|B2M|CDKN1A|CD274|NFKBIA|CASP3|JAK2|FAS|PNPT1|TNFAIP3|IL7|TNFAIP6|HLA-B|FPR1|CCL5|ICAM1|EPSTI1|SELP|PNP|GPR18|FGL2|TAP1|CMPK2|PDE4B|EIF4E3|XAF1|SPPL2A|HLA-A	UCEC
HALLMARK	HALLMARK_KRAS_SIGNALING_DN	0.009482792	0.068100468	0.380730401	0.382820959	1.547771334	65	PKP1|GPRC5C|ADRA2C|SYNPO|TCL1A|EFHD1|TCF7L1|CCDC106|YPEL1|IGFBP2|ZBTB16|ENTPD7|PDCD1|KMT2D|SGK1|MEFV|SKIL|IFI44L|CHST2|SPHK2|SLC25A23|BTG2|SELENOP|MAST3|GAMT	UCEC
HALLMARK	HALLMARK_KRAS_SIGNALING_UP	0.156903766	0.301738011	0.160801401	0.253071193	1.16103973	134	RETN|ARG1|EMP1|IGF2|PLAT|ADGRA2|SPARCL1|SLPI|GPRC5B|NRP1|TRAF1|ADGRL4|ACE|ALDH1A2|AKAP12|ENG|FLT4|BIRC3|ABCB1|CFH|SPRY2|IL33|MAFB|KLF4|DUSP6|TRIB2|VWA5A|IRF8|DOCK2|CMKLR1	UCEC
HALLMARK	HALLMARK_MITOTIC_SPINDLE	0.032656164	0.124690275	0.321775918	0.269008394	1.318608992	195	SYNPO|SORBS2|ARHGAP29|ESPL1|MID1|SPTBN1|CENPF|CCNB2|MYO1E|KIF2C|LMNB1|PLK1|CDC42EP1|FBXO5|MYH10|FARP1|ARAP3|DST|NEDD9|SPTAN1|ABR|BCAR1|NET1|CDC42EP4|CEP131|BIRC5|PXN|CDK1|EPB41L2|GEMIN4|PALLD|ARHGEF11|KIF22|FSCN1|INCENP|ARHGAP27|CEP250|NOTCH2|SAC3D1|SHROOM1|CDC42EP2|ABL1	UCEC
HALLMARK	HALLMARK_MTORC1_SIGNALING	0.08566108	0.194684273	0.208955028	-0.279979526	-1.308289542	185	POLR3G|INSIG1|DDIT4|MTHFD2L|CXCR4|P4HA1|PLOD2|SKAP2|HSPE1|CDKN1A|EGLN3|IFRD1|TUBA4A|MLLT11|DAPP1|SLC2A3|HMGCR|FADS1|HSPA5|LDLR|AURKA|PPP1R15A|CTH|SSR1|DDIT3|LGMN|PITPNB|ADD3|SLC7A11|RIT1|CD9|SQLE|NFIL3|ME1|PNP|GMPS|FGL2|SQSTM1|GLA|GSK3B|TCEA1|ATP6V1D|PDK1|NUFIP1|UBE2D3|RDH11|ACSL3|SC5D|ADIPOR2|MAP2K3|M6PR|CCNG1|SORD|TM7SF2|FADS2|MTHFD2|IDI1|SEC11A|HMGCS1|TBK1|TXNRD1|UCHL5|RAB1A|XBP1|PPIA|ELOVL6|FKBP2	UCEC
HALLMARK	HALLMARK_MYC_TARGETS_V1	0.548387097	0.720164609	0.078089231	0.198150173	0.962893852	187	TYMS|CCNA2|CDC45|MCM4|PCNA|CSTF2|MCM2|CDC20|DUT|EXOSC7|LSM2|CCT5|CAD|MCM5|SRPK1|KPNA2|CYC1|NOP56|NHP2|CCT7|POLD2|TRIM28|DHX15|KPNB1|RANBP1|MRPS18B|PRDX3|MCM7|DDX18|PRPF31|LSM7|IMPDH2|PSMD3|SRSF1|RUVBL2|SNRPG|RRP9|LDHA|STARD7|SLC25A3|ILF2|C1QBP|PSMC4|RRM1|NOLC1|SNRPD3|SNRPA1|NDUFAB1|SF3B3|PHB2|CDK4|HSPD1|TUFM|PSMA6|HNRNPR|SRM	UCEC
HALLMARK	HALLMARK_MYC_TARGETS_V2	0.009534065	0.068100468	0.380730401	0.414092689	1.594657852	53	MCM4|PLK1|BYSL|MAP3K6|PPRC1|RRP12|MCM5|DCTPP1|MYBBP1A|TCOF1|NOP56|MRTO4|GRWD1|LAS1L|TBRG4|UNG|IMP4|DDX18|NIP7|MPHOSPH10|PUS1|RRP9|PES1|NDUFAF4|WDR74|PLK4|HK2|NOLC1|NOP2|CDK4|HSPD1|SRM	UCEC
HALLMARK	HALLMARK_MYOGENESIS	3.98E-05	0.0019906	0.557332239	0.399258177	1.816935389	123	PTGIS|APLNR|ITGA7|COL15A1|TEAD4|COX7A1|DES|IGFBP7|ADAM12|AGRN|WWTR1|TNNT3|MAPK12|GJA5|ACSL1|ITGB4|CNN3|KCNH2|COL6A3|MYH11|GPX3|SPTAN1|KLF5|MYOM2|TAGLN|PICK1|COL3A1|NQO1	UCEC
HALLMARK	HALLMARK_NOTCH_SIGNALING	0.1	0.208333333	0.195789002	0.413543848	1.368116668	26	JAG1|DTX4|CCND1|DTX1|FZD1|DTX2|KAT2A|NOTCH2|FZD5|HES1	UCEC
HALLMARK	HALLMARK_OXIDATIVE_PHOSPHORYLATION	0.621794872	0.766550523	0.071305299	0.194136038	0.931067657	177	PDK4|ALDH6A1|MRPS12|PDHA1|SLC25A4|PMPCA|RETSAT|ECI1|AIFM1|ALAS1|ACAA2|CYC1|NDUFS2|ACADVL|TIMM17A|NQO2|FH|SLC25A12|SUCLA2|ACAA1|ECH1|OAT|IDH2|IDH1|ACAT1|PRDX3|CS|TIMM13|MRPL15|SLC25A11|UQCRC1|LDHA|SLC25A3|NDUFA9|NDUFV1|SUCLG1|ECHS1|PDP1|HSD17B10|ETFDH|NDUFAB1|NDUFS3|SDHD|NDUFB8|SLC25A20|NDUFB2|PHB2|OGDH|TIMM50|CASP7|ETFB|NDUFA2|NDUFB7|COX8A|CYB5A|COX15|GOT2|MRPS11|GLUD1|MTRR|NDUFA8|TIMM10|TOMM22|PDHB|SDHB|IDH3A|RHOT2|COX5B|NDUFB1|MRPL34|HADHA|MDH2|OXA1L|MDH1|HSPA9|DLD|MRPS22	UCEC
HALLMARK	HALLMARK_P53_PATHWAY	0.833962264	0.875170765	0.051322333	-0.180166455	-0.826886615	163	TSPYL2|TSC22D1|DDIT4|ABCC5|FOS|CDKN2B|TOB1|TM4SF1|CDKN1A|NINJ1|F2R|FAS|PLK3|PDGFA|PPP1R15A|DDIT3|FGF13|SLC7A11|CGRRF1|TM7SF3|CDKN2AIP|DRAM1|ABHD4|FBXW7|RAP2B|ISCU|TAP1|PITPNC1|TGFB1|APP|CCNK|HSPA4L|RAD51C|BLCAP	UCEC
HALLMARK	HALLMARK_PANCREAS_BETA_CELLS	0.50203252	0.717189315	0.079770592	-0.354391749	-0.962522505	13	DPP4|AKT3|SPCS1|VDR|SEC11A	UCEC
HALLMARK	HALLMARK_PEROXISOME	0.071153846	0.194684273	0.234392647	0.311088647	1.315855227	82	ACSL1|PEX5|SIAH1|TSPO|DHCR24|ABCB1|ABCB4|STS|SLC25A19|PEX11B|ACOX1|SLC25A4|RETSAT|CAT|SLC35B2|PRDX1|ACAA1|ECH1|IDH2|PEX13|IDH1|PEX6|FDPS|ERCC3|MVP	UCEC
HALLMARK	HALLMARK_PI3K_AKT_MTOR_SIGNALING	0.326572008	0.54428668	0.104343953	-0.247843174	-1.047754308	92	E2F1|MAPK10|CXCR4|CAMK4|CDKN1A|DAPP1|VAV3|DDIT3|EIF4E|PLA2G12A|RIT1|SMAD2|SQSTM1|GSK3B|IL2RG|MAPK8|PDK1|THEM4|UBE2D3|MAP2K3|ITPR2|RAC1|MAPK9	UCEC
HALLMARK	HALLMARK_PROTEIN_SECRETION	0.003984352	0.039902291	0.407017919	-0.446150653	-1.867346197	88	CAV2|STX7|BET1|TOM1L1|ICA1|TMED2|LMAN1|VAMP7|NAPG|VAMP3|GNAS|SCAMP1|DNM1L|TMED10|RAB14|VAMP4|LAMP2|GLA|ADAM10|ARFGEF1|ATP7A|AP2B1|TMX1|STAM|M6PR|YIPF6|NAPA|SNAP23|KIF1B|RAB5A|SEC31A|GOLGA4|COG2|CLCN3|AP2S1|SGMS1|PAM|AP2M1|BNIP3|AP1G1|ARF1	UCEC
HALLMARK	HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAY	0.628571429	0.766550523	0.065087757	0.242822936	0.911951576	48	MPO|GPX3|TXNRD2|NQO1|FES|NDUFS2|CAT|PRDX1|SBNO2|ERCC2|PRDX2|STK25|LSP1	UCEC
HALLMARK	HALLMARK_SPERMATOGENESIS	0.135983264	0.271966527	0.173747839	-0.304863834	-1.226806991	69	PCSK1N|VDAC3|HSPA2|ACRBP|ZPBP|CAMK4|DMC1|PHF7|EZH2|AURKA|GSTM3|SLC12A2|PIAS2|IFT88|BRAF|SHE|ZC3H14|HSPA4L	UCEC
HALLMARK	HALLMARK_TGF_BETA_SIGNALING	0.02910865	0.124690275	0.352487858	0.387095599	1.470467848	50	TJP1|ID1|WWTR1|PMEPA1|SPTBN1|ENG|SMAD6|ID3|CDKN1C|SMAD7|BCAR3|CTNNB1	UCEC
HALLMARK	HALLMARK_TNFA_SIGNALING_VIA_NFKB	0.023585483	0.124690275	0.352487858	-0.332200169	-1.530780637	166	PLAU|TUBB2A|PTGS2|VEGFA|NR4A2|AREG|G0S2|CXCL1|TSC22D1|GPR183|BCL3|FOS|IL7R|CD83|ZC3H12A|CDKN1A|PER1|NINJ1|PDLIM5|EIF1|NFKBIA|SLC2A3|B4GALT1|IL6ST|LDLR|PPP1R15A|TNFAIP3|TNFAIP6|ZFP36|NFE2L2|FOSB|CCL5|NFAT5|GADD45B|ICAM1|LAMB3|NFIL3|PLAUR|DRAM1|DUSP1|SQSTM1|CCRL2|TAP1|KLF10|NR4A3|PDE4B|FOSL1|CSF1	UCEC
HALLMARK	HALLMARK_UNFOLDED_PROTEIN_RESPONSE	0.182539683	0.325963719	0.143758989	-0.269794478	-1.159177003	100	TUBB2A|VEGFA|TSPYL2|DDIT4|DNAJC3|DNAJB9|HSPA5|EXOSC1|YWHAZ|PARN|PDIA5|SSR1|EIF4E|EIF2AK3|ATF6|NFYB|LSM1|ERN1|WIPI1|SLC30A5	UCEC
HALLMARK	HALLMARK_UV_RESPONSE_DN	0.084677419	0.194684273	0.219250347	0.276736815	1.254059176	119	PTPN21|IGFBP5|TJP1|EFEMP1|ID1|RBPMS|MET|ADGRL2|NRP1|PPARG|PLPP3|CACNA1A|MT1E|KCNMA1|ERBB2|APBB2|GJA1|COL1A2|DLC1|VAV2|SMAD7|COL3A1|PIK3CD|PTPRM	UCEC
HALLMARK	HALLMARK_UV_RESPONSE_UP	0.553061224	0.720164609	0.074927882	0.213844419	0.972406384	124	TYRO3|MAOA|PDLIM3|KCNH2|OLFM1|FEN1|RAB27A|PPIF|GPX3|WIZ|SULT1A1|CCNE1|ABCB1|CDKN1C|IGFBP2|HMOX1|CXCL2|HYAL2|SLC25A4|ALAS1|CNP|RXRB|MARK2|ACAA1|PPAT|ENO2|BTG2|CYB5B|RHOB|NR4A1|KLHDC3|DGAT1|YKT6	UCEC
HALLMARK	HALLMARK_WNT_BETA_CATENIN_SIGNALING	0.057915058	0.180984556	0.261663522	0.405199105	1.433490105	36	JAG2|JAG1|FZD1|FRAT1|RBPJ|KAT2A|HEY2|CTNNB1|HEY1|TP53|SKP2|NOTCH4|HDAC11|FZD8|PPARD|CCND2|AXIN2|MAML1|DVL2	UCEC
HALLMARK	HALLMARK_XENOBIOTIC_METABOLISM	0.084886128	0.194684273	0.222056046	0.273104889	1.248256261	130	ARG1|MAOA|IL1R1|ATOH8|EPHA2|IGFBP4|AKR1C3|ABHD6|NPC1|PDK4|NDRG2|AQP9|BCAT1|BCAR1|CDA|HMOX1|NQO1|APOE|ASL|SERTAD1|ACOX1|RETSAT|NFS1|KYNU|ALAS1|CAT|GART|IRF8|UGDH|ACP2|PYCR1|ETS2|ECH1|ACOX3|AHCY|IDH1|AP4B1|DCXR|CYFIP2|TNFRSF1A|MTHFD1|SHMT2	UCEC
KEGG	KEGG_ABC_TRANSPORTERS	0.008618272	0.026278665	0.380730401	-0.529081362	-1.705737312	27	ABCC3|ABCD2|ABCC4|ABCA5|ABCA3|ABCC5|ABCC1|TAP1|ABCA6|ABCA1	AML
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.038984918	0.086323746	0.321775918	0.367523882	1.450367867	55	CCNA1|KIT|FLT3|MYC|CEBPA|JUP|ZBTB16|EIF4EBP1|STAT5A|PML	AML
KEGG	KEGG_ADHERENS_JUNCTION	0.006004891	0.021073769	0.407017919	-0.429677208	-1.654293889	65	PTPRJ|PARD3|WASF3|FER|LEF1|NLK|TCF7|SSX2IP|VCL|PTPRF|FARP2|SMAD2|FYN|CDC42|SRC|YES1|ACTB|IGF1R|ACP1|TGFBR2|RAC1|ACTN1	AML
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.051175625	0.106951306	0.321775918	-0.397656736	-1.483206652	53	MAPK10|IRS1|LEPR|TNFRSF1B|AKT3|ADIPOR1|PRKAB2|JAK2|PRKAA1|NFKBIA|CD36|IKBKG|PRKCQ|ACSL3|ADIPOR2|ACSL4	AML
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.036207541	0.084182533	0.321775918	0.50361164	1.553547559	20	GPT2|ALDH4A1|ACY3|CAD|GPT|PPAT|GOT1|NIT2|ALDH5A1|ASL|GOT2|GLUD2|GLUD1	AML
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.079447323	0.150787776	0.208955028	-0.447815014	-1.413800939	25	IRS1|PRKCA|NR3C2|PIK3CB|PRKCB|ATP1A3|MAPK1|SGK1|PIK3R5|NEDD4L	AML
KEGG	KEGG_ALLOGRAFT_REJECTION	1.25E-06	5.82E-05	0.643551836	-0.719161889	-2.298195092	26	CD28|HLA-DQA2|CD40LG|HLA-C|HLA-B|HLA-E|HLA-F|HLA-DMB|HLA-G|HLA-A|HLA-DQA1|CD86|HLA-DOA|HLA-DPA1|GZMB|CD40|HLA-DRB1|HLA-DRA|HLA-DPB1|HLA-DQB1|HLA-DRB5|HLA-DMA|FAS	AML
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.248106061	0.36328125	0.117765788	-0.571752941	-1.216319964	6	PLA2G12A|PLA2G4A	AML
KEGG	KEGG_ALZHEIMERS_DISEASE	0.019925368	0.052944549	0.352487858	-0.340555063	-1.447070071	131	MME|MT-CO3|MT-ATP6|PLCB4|MT-CYB|APP|MT-ATP8|MT-CO1|MT-CO2|NDUFA5|NDUFA6|ADAM10|ERN1|PPP3R1|CALM3|GNAQ|ADAM17|GSK3B|PSEN1|ATP2A3|ATF6|CALM1|CALM2|CACNA1D|SNCA|APBB1|CAPN2|ATP2A2|EIF2AK3|BACE1|PPP3CC|NDUFA1|NAE1|UQCRH|CASP3|UQCRHL|CAPN1|ITPR2|SDHA|PPP3CB|MAPK1|FAS|BAD|CDK5R1	AML
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.032515579	0.076555666	0.321775918	0.499757263	1.55552823	21	PARS2|EARS2|YARS2|AARS2|WARS2|VARS2|MARS2|CARS2|DARS2|MTFMT|LARS2|NARS2|HARS2|PSTK|TARS2|FARSB	AML
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.49047619	0.592393321	0.089710465	0.267950988	0.977102232	38	GALK1|NANP|UAP1|GNPNAT1|GMDS|UGDH|GNPDA1|GMPPB|GNE|NANS|GALE|PGM1|HK2|GPI|MPI|HEXA|GMPPA	AML
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.718801997	0.806673151	0.052375908	-0.237082216	-0.841806866	41	TNFRSF1B|NEFL|MAP3K5|PPP3R1|GPX1|BCL2L1|RAC1|DERL1|PPP3CC|MAP2K3|CASP3|RAB5A|PPP3CB|BAD|CYCS|CASP1|MAPK13	AML
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.000458387	0.002750321	0.498493109	-0.500813762	-1.864321032	54	B2M|CD8B|HLA-DQA2|LGMN|CD8A|LTA|HLA-C|HSPA2|HLA-B|HLA-E|HLA-F|CTSS|PDIA3|CD74|HLA-DMB|HLA-G|HLA-A|HLA-DQA1|TAP1|HLA-DOA|HLA-DPA1|HLA-DRB1|HLA-DRA|TAPBP|HLA-DPB1|HLA-DQB1|NFYB|HLA-DRB5|HLA-DMA|KLRD1|CREB1|CD4|HSPA6	AML
KEGG	KEGG_APOPTOSIS	0.067855785	0.13571157	0.287805131	-0.351542887	-1.394386239	79	AKT3|TNFRSF10C|ENDOD1|PRKAR2B|PPP3R1|PRKAR1B|PRKACB|PRKAR1A|PIK3CB|NFKBIA|IKBKG|IRAK4|IRAK2|CAPN2|CFLAR|BCL2L1|TNFSF10|IRAK3|PPP3CC|CSF2RB|CASP3|ATM|BIRC2|CAPN1|PPP3CB|FAS|NTRK1|BAD|IL1RAP	AML
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.240963855	0.36328125	0.113312908	-0.359331183	-1.167004863	28	PTGS2|PTGS1|PLA2G12A|ALOX12|EPHX2|CYP4F3|PLA2G4A|GGT7|GPX1|GPX4|CYP2U1|TBXAS1	AML
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.023058514	0.058751831	0.352487858	0.412897231	1.516643155	39	ALDH4A1|CKM|PYCR1|ALDH1B1|ARG1|ALDH18A1|SRM|OAT|GAMT|GOT1|CKB|PYCR3|MAOA|ALDH7A1|ALDH3A2|ASL	AML
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.002443725	0.01010073	0.431707696	-0.47509986	-1.752925208	51	ITGA2|DMD|ITGB5|LEF1|DAG1|TCF7|ITGB1|ITGA2B|LAMA2|ITGB3|CACNB1|RYR2|ITGA6|ITGA1|ACTB|CACNA1D|ITGAV|PKP2|ITGB7|ATP2A2|ACTN1|LMNA|EMD	AML
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.461864407	0.572711864	0.086539974	0.454191703	1.011228918	7	ALDH1B1|UGDH|ALDH7A1|ALDH3A2	AML
KEGG	KEGG_ASTHMA	0.25	0.36328125	0.128788713	0.377341784	1.152411866	19	RNASE3|EPX|MS4A2	AML
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	2.37E-06	8.80E-05	0.62725674	-0.708415468	-2.283903354	27	CD28|HLA-DQA2|CD40LG|HLA-C|HLA-B|HLA-E|HLA-F|TG|HLA-DMB|HLA-G|HLA-A|HLA-DQA1|CD86|HLA-DOA|HLA-DPA1|GZMB|CD40|HLA-DRB1|HLA-DRA|HLA-DPB1|HLA-DQB1|HLA-DRB5|HLA-DMA|FAS	AML
KEGG	KEGG_AXON_GUIDANCE	0.059468757	0.121551525	0.321775918	-0.345469439	-1.386801282	87	PLXNA2|EFNB1|SEMA4D|RASA1|PTK2|CXCR4|ABLIM3|ITGB1|NCK2|ARHGEF12|SEMA4B|PPP3R1|NFAT5|ROCK2|ABLIM1|FYN|CDC42|GSK3B|SRGAP1|PLXNB3|PLXNC1|SEMA3C|EPHA1|RAC1|ABLIM2|SEMA4F|EFNB2	AML
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.688836105	0.781240948	0.071478629	0.256736032	0.867358264	28	FZD7|WNT6|TP53|DVL2|GLI3|FZD2|APC2|DVL1|FZD5|FZD8	AML
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	1	1	0.038637237	-0.107999051	-0.356926723	30	TAF7L|TBPL1|GTF2B|GTF2H2|TAF2|TAF10|GTF2A1|GTF2I|TAF12|GTF2H3|GTF2F2|TAF4B|GTF2A2|TAF13|GTF2H1|GTF2E1|TAF7|GTF2E2|TAF1|TAF6|TAF9B|TAF9|TAF5L|TBP|TAF4|GTF2F1|TAF5|GTF2IRD1|TAF11|TAF6L	AML
KEGG	KEGG_BASE_EXCISION_REPAIR	0.00555086	0.019854999	0.407017919	0.489015476	1.72723664	33	FEN1|POLE|UNG|PCNA|NTHL1|LIG3|POLD2|POLD1|MPG|APEX1|PARP1|SMUG1|POLD3|LIG1|NEIL2|APEX2|PARP2|MUTYH|PARP4|XRCC1	AML
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.077951002	0.150787776	0.241339977	0.50357006	1.437364035	15	ALDH1B1|SRM|EHHADH|ECHS1|ALDH7A1|ALDH3A2|HADHA|MLYCD	AML
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.529816514	0.631704305	0.083363407	0.310711747	0.958487529	20	SCD|ACOT1|ACOT2|ACOT4|HADHA|ACOX3|SCD5|ACOX1|ELOVL6|ACAA1	AML
KEGG	KEGG_BLADDER_CANCER	0.166101695	0.271008029	0.138805109	-0.34726627	-1.217325637	39	CXCL8|CDKN1A|THBS1|EGF|E2F1|VEGFC|MMP9|E2F3|BRAF	AML
KEGG	KEGG_BUTANOATE_METABOLISM	0.000383622	0.002460473	0.498493109	0.611285803	2.020476571	25	ALDH1B1|BDH1|ACADS|PDHA1|EHHADH|BDH2|ACAT1|ECHS1|ACAT2|ALDH7A1|ALDH5A1|ALDH3A2|AACS|HADHA|ACSM1	AML
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.002267223	0.009807058	0.431707696	-0.443399063	-1.731067112	70	DAPP1|AKT3|LILRB3|FOS|CD19|PPP3R1|NFAT5|JUN|FCGR2B|LYN|PIK3CB|GSK3B|CD79A|NFKBIA|IKBKG|IFITM1|VAV3|CD22|PRKCB|RAC1|BTK|PPP3CC|SOS1|MALT1|CR2|NFATC2|PPP3CB|MAPK1|CD72|CD79B|SOS2	AML
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.00019559	0.001455192	0.518848078	-0.432630191	-1.777766754	103	TRHR|AVPR1A|OXTR|TNNC2|PLCB4|TRPC1|MYLK|CAMK4|SLC8A3|TBXA2R|P2RX1|VDAC3|PHKG1|ADCY3|F2R|PRKCA|SPHK1|PTAFR|PPP3R1|CAMK2D|PHKB|CALM3|PRKACB|RYR2|GNAQ|ADORA2B|GNAS|ATP2A3|HTR2A|PLCD4|CALM1|CALM2|CACNA1D	AML
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.096345515	0.177428374	0.184706471	-0.364392309	-1.323507604	47	MT-CO3|MT-CYB|MT-CO1|MT-CO2|CACNB1|RYR2|TPM1|CACNA1D|SLC9A1|ATP2A2|SLC9A6|TPM4|ATP1A3|UQCRH|UQCRHL	AML
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.000130222	0.001053096	0.518848078	-0.467945051	-1.870241372	86	ICAM1|NLGN1|CD28|CD8B|CLDN5|CD226|SELP|ESAM|HLA-DQA2|JAM3|CD8A|CD40LG|PECAM1|ITGB1|PTPRF|ICAM2|SELL|HLA-C|SDC4|CD2|HLA-B|HLA-E|HLA-F|CD99|PTPRC|HLA-DMB|CD6|HLA-G|ITGA6|HLA-A|GLG1|HLA-DQA1|CD86|HLA-DOA|ITGAV|PDCD1|SELPLG|HLA-DPA1|CD58|CD22|ITGB7|ITGAL|CD274|ITGB2|CD40|HLA-DRB1|VCAN|HLA-DRA|NCAM1|ITGAM	AML
KEGG	KEGG_CELL_CYCLE	3.20E-05	0.000424929	0.557332239	0.402755114	1.83505765	120	CCNA1|CDC45|MCM4|PKMYT1|CCNB2|ORC1|CDC25A|CDKN2A|PLK1|CCNA2|MCM2|CDK6|MYC|ESPL1|CDC6|MAD2L1|CDC20|MCM3|SKP2|PCNA|ORC6|CDK4|CCND2|CHEK1|MCM7|ABL1|CCNE1|CDK1|MCM5|PTTG1	AML
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	4.25E-12	7.90E-10	0.887074988	-0.552382535	-2.352877138	135	CXCL8|CXCR1|CXCR2|CXCL16|RAP1B|PPBP|GNG11|PF4V1|PLCB4|CCL5|PARD3|AKT3|CCR7|GRK5|PTK2|CXCL1|CXCR4|CXCL10|CXCL3|CCR4|ADCY3|PF4|GNB5|CCL3L3|GNG8|CXCL5|JAK2|GRK4|PRKACB|RAP1A|ROCK2|LYN|CDC42|PIK3CB|ITK|GSK3B|NFKBIA|BRAF|IKBKG|CXCR3|CRKL|ADCY6|PRKCD|GRK3|VAV3|CCR5|PRKCB|RAC1	AML
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.373417722	0.479004801	0.082205492	-0.266861908	-1.035915368	68	TGFB2|CDKN1A|AKT3|TGFB1|E2F1|E2F3|PIK3CB|NFKBIA|BRAF|IKBKG|CRKL	AML
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.96146789	0.982599052	0.043537824	-0.225615783	-0.600417889	13	NPAS2|BHLHE40|PER3|ARNTL|BHLHE41|PER1|NR1D1	AML
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.006231469	0.021357805	0.407017919	0.520781897	1.738928027	27	IDH1|PDHA1|SUCLA2|ACO1|PC|IDH2|FH|CS|MDH1|ACLY|SUCLG1|DLAT|SDHC|SDHD|MDH2|DLD|PDHB|IDH3B|SDHB	AML
KEGG	KEGG_COLORECTAL_CANCER	0.107086614	0.191520291	0.169570644	-0.33984233	-1.297332488	59	TGFB2|MAPK10|LEF1|AKT3|TGFB1|TCF7|FOS|JUN|SMAD2|PIK3CB|GSK3B|BRAF|TGFBR2|RAC1|CASP3|RHOA|MAPK9|AXIN2|MAPK1|BAD|MAPK8|APPL1|SMAD4|CYCS	AML
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.002836063	0.011223567	0.431707696	-0.53731808	-1.860086513	37	C5AR1|PLAUR|TFPI|F13A1|SERPINA1|CD46|C3|F2R|F5|PROS1|SERPINE1|PLAU|CD55|F8|THBD	AML
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.310344828	0.424442191	0.115734448	0.337370206	1.097324963	23	AHCY|SRM|LDHA|GOT1|DNMT3B|MAT2A|MTAP|GOT2|AHCYL1|DNMT3A|LDHB	AML
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	4.49E-08	4.17E-06	0.719512826	-0.494029329	-2.122351652	138	CXCL8|CXCR1|KITLG|ACVR2A|CXCR2|CXCL16|TGFB2|IL7R|PDGFC|IL1R2|TNFRSF11A|PPBP|LEPR|PF4V1|ACVR1|TNFSF4|CCL5|IL7|TNFRSF1B|TNFRSF10C|OSM|IFNGR1|CCR7|PDGFA|TGFB1|CXCL1|CXCR4|CD40LG|EGF|BMPR2|CXCL10|LTA|CXCL3|CCR4|GHR|TNFRSF25|PF4|IL6ST|VEGFC|PDGFB|CCL3L3|CXCL5|CD27|IL13RA1|MPL|TNFSF14|IL21R|TNFRSF8|CXCR3|EPOR|LTB|TNFRSF13C|RELT|TNFRSF13B|TGFBR2|CCR5|IL18RAP|CSF1R|FLT1|IL10RA|CSF3R|IFNLR1|CD40|CXCR5|IL15|TNFRSF14|CSF1	AML
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.804123711	0.879805943	0.048701086	-0.22679381	-0.789438344	38	POLR3G|CCL5|CXCL10|NFKBIA|IKBKG	AML
KEGG	KEGG_DILATED_CARDIOMYOPATHY	2.26E-05	0.000350648	0.575610261	-0.559652003	-2.105983027	55	ITGA2|TGFB2|DMD|ITGB5|DAG1|TGFB1|ITGB1|ITGA2B|ADCY3|LAMA2|ITGB3|CACNB1|PRKACB|RYR2|GNAS|TPM1|ITGA6|ITGA1|ACTB|ADCY6|CACNA1D|ITGAV|ITGB7|ATP2A2|TPM4|LMNA|EMD|TTN	AML
KEGG	KEGG_DNA_REPLICATION	0.0006764	0.003700308	0.477270815	0.547628752	1.9523752	35	MCM4|MCM2|FEN1|POLE|RNASEH2A|MCM3|PCNA|POLD2|RFC3|MCM7|MCM5|POLD1|RFC5|POLD3|LIG1|RNASEH2C|POLA2	AML
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.815068493	0.886565729	0.061302608	0.259557655	0.777936219	18	SPIRE2|PIWIL4	AML
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.90023753	0.930245447	0.058469321	0.206351363	0.697138452	28	MGST1|ALDH1A3|GSTP1|AOX1|MAOA|ALDH3B1|GSTZ1	AML
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.368794326	0.476359338	0.106323256	0.330312969	1.052129027	22	TK1|UCK2|IMPDH2|UMPS|NAT1|ITPA	AML
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	0.007983899	0.025603539	0.380730401	-0.432658266	-1.631223071	57	ITGA2|ITGB5|DAG1|GP9|THBS1|GP1BA|ITGB1|CD47|ITGA2B|LAMA2|SDC4|GP6|ITGB3|LAMC1|GP5|CD36|ITGA6|ITGA1|ITGAV|ITGB7|TNXB	AML
KEGG	KEGG_ENDOCYTOSIS	0.001845319	0.008580733	0.455059867	-0.364155403	-1.604286192	162	CXCR1|CXCR2|DAB2|DNM3|RAB11A|PARD3|RAB31|ASAP2|LDLRAP1|DNAJC6|GRK5|EHD3|CXCR4|EGF|PSD3|RUFY1|PARD6G|ASAP1|HLA-C|F2R|HSPA2|HLA-B|HLA-E|HLA-F|GRK4|VPS37B|WWP1|CDC42|RET|RAB4A|EEA1|DNM1L|HLA-G|VPS37A|HLA-A|SRC|EHD1|IGF1R|GRK3|CCR5|RAB11FIP4|CSF1R|PIP5K1C|CHMP1B|FLT1|ITCH|SH3GLB1|RAB11B|CHMP3|IL2RB|LDLR|CHMP6|ACAP2|RAB5A|CHMP5|MVB12B|NTRK1|DNM1|CHMP4B|USP8|HSPA6|EPS15|IL2RG|CBL|AP2B1|GRK6|ASAP3|AP2M1|KDR|MDM2|NEDD4L|VPS28	AML
KEGG	KEGG_ENDOMETRIAL_CANCER	0.207641196	0.327298834	0.120985142	-0.320179193	-1.160099608	46	LEF1|AKT3|TCF7|EGF|PIK3CB|GSK3B|BRAF	AML
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	3.66E-05	0.000453226	0.557332239	-0.55171996	-2.06804414	56	CXCL8|CXCR1|CXCR2|MAPK10|CCL5|JAM3|CXCL1|ADAM10|ATP6V0A1|MAP2K4|ATP6V0E1|JUN|LYN|CDC42|ADAM17|NFKBIA|IKBKG|SRC	AML
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.021020168	0.054302101	0.352487858	-0.38992035	-1.5190128	69	NRG1|MAPK10|CDKN1A|AKT3|PTK2|EGF|NCK2|PRKCA|CAMK2D|MAP2K4|AREG|JUN|PIK3CB|GSK3B|BRAF|SRC|CRKL	AML
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.466312057	0.574382385	0.076476705	-0.335373295	-0.981569931	18	PLA2G7|PLA2G12A|PLA2G4A	AML
KEGG	KEGG_FATTY_ACID_METABOLISM	0.004552099	0.016601773	0.407017919	0.522394628	1.805173214	30	ALDH1B1|ACADS|GCDH|EHHADH|ECI1|ACAT1|ECHS1|ACAT2|ALDH7A1|ALDH3A2|HADHA|ACAA2|ACOX3|CPT2|ECI2|ACADVL|ADH5	AML
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.256410256	0.369707812	0.104732822	-0.296384163	-1.120253669	58	MAPK10|AKT3|PLA2G12A|PRKCA|PLA2G4A|MAP2K4|FYN|LYN|PIK3CB|FCER1G|PRKCD|VAV3|PRKCB|RAC1|BTK|MAP2K3|SOS1|MAPK9|MAPK1|LCP2|MAPK8|SOS2|MAPK13|PIK3R5	AML
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.000967001	0.00486114	0.477270815	-0.435087134	-1.737965725	85	DNM3|WASF3|ASAP2|AKT3|ASAP1|FCGR3A|PRKCA|SPHK1|PLA2G4A|PTPRC|FCGR2B|MARCKS|LYN|CDC42|ARPC5|PIK3CB|DNM1L|CRKL|ARPC1B|PRKCD|VAV3|PRKCB|RAC1|PIP5K1C|RPS6KB1|PLPP1|MAPK1|PLPP3|WASF1|DNM1|NCF1|LIMK2|ASAP3|FCGR2A|PIK3R5	AML
KEGG	KEGG_FOCAL_ADHESION	8.28E-05	0.000810221	0.538434096	-0.406666318	-1.777802781	156	ITGA2|MAPK10|RAP1B|PDGFC|MYL12A|CAV2|ITGB5|MYLK|AKT3|THBS1|PTK2|PDGFA|EGF|VCL|ITGB1|ITGA2B|MYL9|LAMA2|VEGFC|PDGFB|ITGB3|PRKCA|JUN|RAP1A|LAMC1|ROCK2|FYN|CDC42|PIK3CB|GSK3B|ITGA6|BRAF|SRC|CRKL|PDGFD|ITGA1|ACTB|FLNA|IGF1R|ITGAV|TLN1|MYL12B|CAV1|VAV3|ITGB7|CCND3|TNXB|CAPN2|DIAPH1|PRKCB|RAC1|PIP5K1C|FLT1|ACTN1	AML
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.576271186	0.674128558	0.074738523	0.383688318	0.905101839	8	DHFR|FPGS|QDPR|GGH	AML
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.885985748	0.921814355	0.059221919	0.209462861	0.707650351	28	GMDS|PHPT1|GMPPB|HK2|SORD|MPI|TPI1|GMPPA|PFKL	AML
KEGG	KEGG_GALACTOSE_METABOLISM	0.765112263	0.847088576	0.051218435	-0.254565234	-0.788043201	22	GLA|B4GALT1|GALK2|MGAM|GAA|HK1|GLB1|UGP2	AML
KEGG	KEGG_GAP_JUNCTION	0.000652161	0.003675815	0.477270815	-0.475377865	-1.830245316	65	PDGFC|PLCB4|TUBB1|TUBA4A|PRKG1|PDGFA|TUBB2A|EGF|LPAR1|ADCY3|PDGFB|PRKCA|TUBAL3|PRKACB|GNAQ|GNAS|HTR2A|SRC|PDGFD|ADCY6	AML
KEGG	KEGG_GLIOMA	0.017869117	0.048168923	0.352487858	-0.427584012	-1.57761106	51	CDKN1A|AKT3|PDGFA|EGF|E2F1|PDGFB|PRKCA|CAMK2D|CALM3|E2F3|PIK3CB|BRAF|CALM1|CALM2|IGF1R	AML
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.738154613	0.822136276	0.070450085	0.224838575	0.833161084	41	MGST1|RRM2|GGT5|IDH1|GGCT|SRM|GSTP1|IDH2|RRM1	AML
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.010039928	0.029641693	0.380730401	-0.49041164	-1.707056081	38	LIPC|MBOAT2|DGAT2|DGKE|DGKI|GLA|DGKH|LCLAT1|GK|MBOAT1|AGPAT1|DGKG|DGKD|MGLL|GPAT4|PLPP1|CEL|GPAT3|PLPP3	AML
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.003768819	0.01430613	0.431707696	-0.465579877	-1.751987511	55	MBOAT2|PCYT1B|DGKE|PLA2G12A|DGKI|CDS2|DGKH|LCLAT1|PLA2G4A|MBOAT1|GPD2|AGPAT1|CRLS1|DGKG|DGKD|LPGAT1|CHPT1|GPAT4|MBOAT7|PLPP1|GPD1L|GPAT3|PLPP3	AML
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.240825688	0.36328125	0.133554955	0.374816195	1.156237741	20	PHGDH|PSPH|SHMT1|GAMT|SHMT2|MAOA|ALAS1|SARDH|PSAT1|GCAT	AML
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.024111949	0.06060571	0.352487858	0.414103927	1.542350474	42	ALDH1A3|ALDH1B1|PKLR|PDHA1|LDHA|AKR1A1|ENO1|ACSS1|ALDH7A1|ALDH3A2|ALDH3B1|PGM1|GAPDH|HK2|GPI|DLAT|TPI1|ADH5|LDHB|PFKL|DLD|PDHB	AML
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.305054152	0.420296831	0.101350744	-0.382526141	-1.127574926	19	DSE|CHST7|CHST15|XYLT2|CSGALNACT2|CHST12|UST	AML
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.329113924	0.437251356	0.09688777	-0.395575537	-1.108383644	16	NDST3|NDST1|GLCE|EXT1|XYLT2	AML
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.45970696	0.572711864	0.078920964	-0.394569715	-1.004448861	11	ST3GAL3|B4GALT1|FUT8	AML
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.627486438	0.720447391	0.062661823	-0.313947742	-0.879666486	16	SGSH|HPSE|IDS|GLB1	AML
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.469387755	0.574382385	0.078502905	-0.402558427	-0.995891268	10	SLC33A1|B3GALT4|ST3GAL5|GLB1|HEXB|ST3GAL1	AML
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.25	0.36328125	0.127505315	0.45817982	1.186455731	11	B3GALNT1|FUT2|GBGT1|ST3GAL2|HEXA|FUT1	AML
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.155902004	0.256617459	0.166933849	0.440761041	1.291121887	16	FUT6|FUT4|B4GALT2|FUT2|FUT7|B3GNT5	AML
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.627208481	0.720447391	0.061570676	-0.28555423	-0.893324085	24	PIGN|PIGK|PIGF|PIGB	AML
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.10940919	0.193316278	0.199915231	0.506618189	1.399825909	13	MTHFD1L|MTHFD1|ACO1|AFMID|GRHPR|CS|MDH1|MDH2|PGP	AML
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.030870559	0.074570441	0.352487858	-0.375182732	-1.464744837	70	MAPK10|PLCB4|PLA2G12A|ADCY3|PRKCA|PLA2G4A|CAMK2D|MAP2K4|CALM3|JUN|PRKACB|GNAQ|GNAS|CDC42|SRC|ADCY6|CALM1|CALM2|PRKCD|CACNA1D	AML
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	8.98E-06	0.000278277	0.593325476	-0.689547391	-2.203557298	26	CD28|HLA-DQA2|HLA-C|HLA-B|HLA-E|HLA-F|HLA-DMB|HLA-G|HLA-A|HLA-DQA1|CD86|HLA-DOA|HLA-DPA1|GZMB|HLA-DRB1|HLA-DRA|HLA-DPB1|HLA-DQB1|HLA-DRB5|HLA-DMA|KLRD1|FAS	AML
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.138169257	0.231526864	0.155241966	-0.410664544	-1.296512845	25	BMP6|WNT11|CSNK1G3|RAB23|PRKACB|GSK3B|PTCH1	AML
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.000161696	0.001253143	0.518848078	-0.494468436	-1.919447611	68	MME|KITLG|ITGA2|IL7R|IL1R2|CD8B|CD5|IL7|CD3E|GP9|CD3G|GP1BA|CD8A|CD7|ITGA2B|CD3D|CD9|CD2|ITGB3|CD19|MS4A1|CD14|CD1C|GP5|CD36|ITGA6|EPOR|CD55|ITGA1	AML
KEGG	KEGG_HISTIDINE_METABOLISM	0.001314229	0.006267863	0.455059867	0.628769226	1.939635266	20	HDC|ALDH1A3|ACY3|ALDH1B1|HAL|MAOA|ALDH7A1|ALDH3A2|ALDH3B1	AML
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.000598497	0.003478766	0.477270815	0.602338904	1.990904482	25	RAD54L|EME1|POLD2|RAD51D|RAD51|POLD1|XRCC3|BLM|POLD3|MUS81|RAD52|SSBP1|NBN|RPA3|RAD50|SEM1	AML
KEGG	KEGG_HUNTINGTONS_DISEASE	0.555223881	0.653617986	0.059348768	-0.225613133	-0.967469605	142	MT-CO3|MT-ATP6|PLCB4|MT-CYB|MT-ATP8|MT-CO1|MT-CO2|VDAC3|SOD2|NDUFA5|NDUFA6|CREB5|BDNF|DNAH2|TBPL1|GNAQ|GPX1|DCTN4|BBC3	AML
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	5.23E-05	0.00057217	0.557332239	-0.548862405	-2.025078995	51	ITGA2|TGFB2|DMD|ITGB5|DAG1|TGFB1|ITGB1|ITGA2B|LAMA2|ITGB3|PRKAB2|CACNB1|RYR2|TPM1|PRKAA1|ITGA6|ITGA1|ACTB|CACNA1D|ITGAV|ITGB7|ATP2A2|TPM4|LMNA|EMD|TTN	AML
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.967105263	0.982959448	0.038241682	-0.177756005	-0.654537652	50	PLCB4|PIK3C3|PIP4K2A|INPP5A|PIK3CB|INPP4B|PLCD4|PIP5K1C|PIK3C2A	AML
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.099540582	0.181515179	0.173747839	-0.297652694	-1.241451534	115	MAPK10|IRS1|PDE3A|AKT3|PHKG1|PTPRF|PRKAR2B|RHEB|PRKAB2|PHKB|CALM3|PRKAR1B|PRKACB|PRKAA1|PRKAR1A|PIK3CB|GSK3B|BRAF|CRKL|EIF4E|CALM1|CALM2|SH2B2|PYGB|PYGM|TRIP10|HK1|RPS6KB1|PYGL	AML
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	1.88E-05	0.000349516	0.575610261	-0.662673665	-2.152174449	28	CD28|HLA-DQA2|TGFB1|CXCR4|CD40LG|HLA-DMB|HLA-DQA1|CD86|HLA-DOA|TNFRSF13C|HLA-DPA1|TNFRSF13B|ITGB7|CD40|HLA-DRB1|IL15|HLA-DRA|HLA-DPB1|HLA-DQB1|HLA-DRB5|HLA-DMA|IL15RA	AML
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.104928458	0.189482458	0.172324345	-0.309301456	-1.244430593	89	IL7R|LEPR|IL7|AKT3|OSM|IFNGR1|GHR|IL6ST|JAK2|IL13RA1|MPL|PIAS2|PIAS1|PIK3CB|IL21R|EPOR|CCND3|BCL2L1|IL10RA|CSF3R|IFNLR1|IL15|CSF2RB|IL2RB|SOS1|IL4R|IL15RA|JAK1|IL12RB1|IL2RG|CBL|SOS2|CLCF1|PIK3R5|IFNGR2|SPRY3|STAT4|STAT1|CSF2RA|STAM|IL10RB	AML
KEGG	KEGG_LEISHMANIA_INFECTION	0.000425791	0.002639903	0.498493109	-0.497703679	-1.894993939	61	FCGR3B|TGFB2|PTGS2|HLA-DQA2|IFNGR1|TGFB1|ITGB1|FOS|FCGR3A|C3|JAK2|JUN|HLA-DMB|TAB2|NFKBIA|HLA-DQA1|HLA-DOA|IRAK4|HLA-DPA1|PRKCB|ITGB2|HLA-DRB1|TLR2|HLA-DRA|ITGAM|HLA-DPB1|HLA-DQB1|NCF2|HLA-DRB5|HLA-DMA|MAPK1	AML
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.00206224	0.009132779	0.431707696	-0.420116854	-1.678166589	85	ICAM1|RAP1B|CLDN5|MYL12A|ESAM|PTK2|JAM3|CXCR4|PECAM1|VCL|ITGB1|MYL9|MMP9|PRKCA|CD99|RAP1A|ROCK2|CDC42|PIK3CB|ITK|TXK|CYBB|ACTB|MYL12B|VAV3|PRKCB|ITGAL|RAC1|ACTN1|ITGB2	AML
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.016786173	0.04660042	0.352487858	0.675504863	1.637238939	9	ALDH1B1|EHHADH|ECHS1|ALDH7A1|ALDH3A2|HADHA	AML
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.25	0.36328125	0.117249717	-0.568510593	-1.209422346	6	PLA2G12A|PLA2G4A|ALOX15	AML
KEGG	KEGG_LONG_TERM_DEPRESSION	0.006817219	0.022642905	0.407017919	-0.483311293	-1.738677548	43	GNAZ|PLCB4|PRKG1|PLA2G12A|GNAO1|PRKCA|PLA2G4A|GNAQ|GNAS|LYN|BRAF|IGF1R|RYR1|PRKCB|GNA13	AML
KEGG	KEGG_LONG_TERM_POTENTIATION	0.012918516	0.036966829	0.380730401	-0.447645278	-1.646715994	49	RAP1B|PLCB4|CAMK4|PRKCA|PPP3R1|CAMK2D|CALM3|PRKACB|RAP1A|GNAQ|BRAF|CALM1|CALM2|PRKCB|PPP3CC|PPP1R12A|ITPR2|ATF4|PPP3CB|MAPK1	AML
KEGG	KEGG_LYSINE_DEGRADATION	0.112219451	0.195073065	0.211400189	0.349070491	1.293514463	41	ALDH1B1|GCDH|SETMAR|EHHADH|EHMT2|KMT5C|NSD2|ACAT1|ECHS1|ACAT2|ALDH7A1|ALDH3A2|HADHA|SETD1A|EHMT1|SETD7|SUV39H1|SETDB1|PLOD3|AASDHPPT	AML
KEGG	KEGG_LYSOSOME	0.000232908	0.00160448	0.518848078	-0.432666495	-1.786830135	106	AP1M2|ASAH1|CTSA|LGMN|SLC11A1|TPP1|AP1S2|SLC17A5|GLA|SGSH|ATP6V0A1|SORT1|LIPA|MFSD8|CTSS|CD164|LAMP1|ARSG|AP4S1|MCOLN1|LAMP2|MANBA|CTNS|PSAP|SMPD1|GAA|IGF2R|AP3S2|TCIRG1|NPC2|IDS|CTSO|AP3M2|GLB1|AP4E1|AP1G1|M6PR|CTSH|SLC11A2|ARSA|LAPTM4B|CTSZ|LAPTM5|AP1S3|LAPTM4A|ENTPD4|PLA2G15|CD63|CTSW|HEXB|CTSD|ATP6AP1|NPC1	AML
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.000214859	0.001537065	0.518848078	-0.366995338	-1.655851624	196	TGFB2|MAPK10|RAP1B|IL1R2|DUSP1|AKT3|PLA2G12A|NLK|RASA1|PDGFA|TGFB1|EGF|TAOK1|RASGRF2|STK3|FOS|MAX|PDGFB|MAP3K5|HSPA2|PRKCA|PPM1A|PLA2G4A|PPP3R1|MAP2K4|CACNB1|BDNF|JUN|DUSP4|MAP4K3|PRKACB|RAP1A|STK4|CD14|CDC42|TAB2|GADD45G|MAP4K2|FGF2|NR4A1|BRAF|IKBKG|DUSP2|CRKL|GADD45B|CACNA1D|FLNA|RASGRP1|DUSP8|DUSP16|TGFBR2|MAP2K5|PRKCB|DDIT3|RAC1|ATF2|RASA2|MEF2C|PPM1B|ELK4|PPP3CC|MAP2K3|CASP3|RRAS|RPS6KA5|SOS1|RASGRP2|MAPK9|ATF4|NFATC2|PPP3CB|MAPK1|FAS|NTRK1|RELB|MAPK8IP3|MAPK8|CACNA1F|DUSP5	AML
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.537974684	0.637345803	0.078089231	0.481953712	0.957787314	5	PKLR|HHEX|BHLHA15	AML
KEGG	KEGG_MELANOGENESIS	0.025097755	0.062242432	0.352487858	-0.405685064	-1.547544186	60	KITLG|PLCB4|WNT11|LEF1|MITF|TCF7|GNAO1|ADCY3|PRKCA|CAMK2D|CALM3|PRKACB|GNAQ|GNAS|GSK3B|ADCY6|CALM1|CALM2	AML
KEGG	KEGG_MELANOMA	0.043261231	0.094665753	0.28201335	-0.40622556	-1.469353893	45	PDGFC|CDKN1A|AKT3|MITF|PDGFA|EGF|E2F1|PDGFB|E2F3|PIK3CB|FGF2|BRAF|PDGFD|IGF1R	AML
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.511904762	0.614285714	0.087309826	0.290055572	0.963619269	26	MGST1|ALDH1A3|AKR1C3|GSTP1	AML
KEGG	KEGG_MISMATCH_REPAIR	0.020690506	0.054203297	0.352487858	0.506963668	1.614805473	22	PCNA|POLD2|RFC3|MSH6|POLD1|EXO1|RFC5|MSH2|POLD3|LIG1|SSBP1|RPA3	AML
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.460898502	0.572711864	0.073805272	-0.279382078	-1.005478338	44	AKT3|VEGFC|RHEB|PRKAA1|DDIT4|PIK3CB|BRAF|EIF4E|ULK2|CAB39|RPS6KB1|HIF1A	AML
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	1.50E-05	0.000310551	0.593325476	-0.482320248	-1.949381984	90	FCGR3B|ICAM1|TNFRSF10C|IFNGR1|ICAM2|FCGR3A|HLA-C|HLA-B|PRKCA|HLA-E|PPP3R1|NFAT5|FYN|PIK3CB|HLA-G|HLA-A|BRAF|FCER1G|CD48|LCK|NCR1|VAV3|CD247|NCR3|PRKCB|ITGAL|RAC1|ITGB2|GZMB|TNFSF10|PPP3CC|CASP3|SOS1|TYROBP|NFATC2|PPP3CB|MAPK1|KLRD1|FAS	AML
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	5.07E-05	0.00057217	0.557332239	-0.491264029	-1.952608227	83	TRHR|FPR1|THRB|C5AR1|AVPR1A|OXTR|LEPR|F2RL3|FPR2|CHRNA2|PARD3|P2RY1|ADRA2A|TBXA2R|P2RX1|P2RY10|PTGDR|VIPR2|PTGIR|LPAR1|GRIK4|GRID1|GHR|F2R|P2RY13|PTAFR|ADORA2B|GABBR1|HTR2A|P2RY6|LPAR3|S1PR2|GABRD|VIPR1|S1PR1|CNR2	AML
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.000347377	0.002307578	0.498493109	-0.425427968	-1.756616177	109	MAPK10|RAP1B|BEX3|IRS1|AKT3|CAMK4|YWHAZ|MAP3K5|SORT1|CAMK2D|YWHAE|BDNF|CALM3|JUN|YWHAH|RAP1A|CDC42|PIK3CB|GSK3B|PSEN1|NFKBIA|BRAF|CRKL|CALM1|KIDINS220|CALM2|PRKCD|SH2B2|IRAK4|GAB1|IRAK2|MAP2K5|RAC1|IRAK3|ARHGDIB|RPS6KA5|SOS1|RHOA|MAPK9|ATF4|SH2B3|MAPK1|YWHAQ|NTRK1|BAD	AML
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.236749117	0.36328125	0.116234149	-0.394083618	-1.185314579	20	NT5C3A|NAMPT|NT5M|NMRK1|NNT|NT5E	AML
KEGG	KEGG_NITROGEN_METABOLISM	0.135779817	0.229591326	0.161978949	-0.501630488	-1.334959437	13	CA4|CA2|CA13|GLS	AML
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.25	0.36328125	0.106323256	-0.301138903	-1.133192441	55	CXCL8|MAPK10|CCL5|CXCL1|TNFAIP3|ERBIN|TAB2|NFKBIA|IKBKG|CASP5	AML
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.078828829	0.150787776	0.241339977	0.550419754	1.450591643	12	DNTT|FEN1|XRCC6|PRKDC|RAD50|XRCC5	AML
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.428571429	0.545988258	0.077476755	-0.282857657	-1.027365976	47	AKT3|EGF|E2F1|PRKCA|STK4|E2F3|PIK3CB|BRAF|FHIT|PRKCB|SOS1|MAPK1|RASSF5|BAD	AML
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.995012469	1	0.056059588	0.146011053	0.552090618	44	NUMBL|KAT2A|JAG1|DVL2|RBPJ|HDAC2|CTBP2|DVL1|HES5	AML
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.319796954	0.429091406	0.120433372	0.292683475	1.090114021	42	POLE|PCNA|POLD2|RFC3|POLD1|DDB1|ERCC2|RFC5|POLD3|LIG1|ERCC3|ERCC4|ERCC5|RPA3|RAD23A|DDB2	AML
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.014640935	0.041260818	0.380730401	-0.465413461	-1.66427382	42	DAD1|MAN2A1|ALG10|MAN1A2|MGAT4B|ALG8|B4GALT1|FUT8|MGAT5|ALG6|MAN1C1|MAN2A2|ST6GAL1|ALG11|RPN2|MGAT3	AML
KEGG	KEGG_OLFACTORY_TRANSDUCTION	6.55E-05	0.000677135	0.538434096	-0.746149426	-2.090674835	16	OR2L13|OR2B6|PRKG1|ADCY3|CAMK2D|CALM3|PRKACB|CALM1|CALM2|OR2W3|GRK3	AML
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.032487067	0.076555666	0.321775918	0.574876843	1.613099623	14	TYMS|DHFR|MTHFD1L|GART|MTHFD1|SHMT1|SHMT2|ATIC	AML
KEGG	KEGG_OOCYTE_MEIOSIS	0.887122417	0.921814355	0.040657934	-0.194037245	-0.78068137	89	SPDYC|RBX1|YWHAZ|ADCY3|PPP3R1|CAMK2D|YWHAE|CALM3|PRKACB|SKP1|YWHAH|CDC25C|ADCY6|CALM1|CALM2|IGF1R|PPP2R5A|CDC16|ANAPC5|CDC27|PPP3CC|FBXW11|ITPR2|AURKA|PPP3CB|MAPK1|YWHAQ|SLK	AML
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	1	1	0.050600424	0.151782608	0.425900731	14	NEU3|HEXA|ENGASE|NEU1|MAN2C1	AML
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.001955658	0.008872011	0.431707696	-0.410973275	-1.666127409	95	MT-ND2|MT-CO3|MT-ND3|MT-ND1|MT-ATP6|MT-ND4L|MT-CYB|MT-ATP8|MT-ND6|MT-CO1|MT-ND4|MT-CO2|MT-ND5|NDUFA5|NDUFA6|ATP6V0A1	AML
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.626353791	0.720447391	0.062661823	-0.301135313	-0.887658625	19	C1GALT1|GCNT4|GALNT12|GALNT10|GALNT5|GALNT2	AML
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.008970942	0.026912826	0.380730401	0.395205386	1.603098578	61	ADGRB1|CCNB2|CDKN2A|CDK6|RRM2|GTSE1|CDK4|CCND2|CHEK1|CCNE1|PIDD1|CDK1|TP73|SESN1|TP53I3|TP53	AML
KEGG	KEGG_PANCREATIC_CANCER	0.279552716	0.39391519	0.099233334	-0.287600639	-1.107286983	65	TGFB2|MAPK10|AKT3|TGFB1|EGF|E2F1|VEGFC|SMAD2|CDC42|E2F3|PIK3CB|BRAF|IKBKG	AML
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.83853211	0.901543194	0.049790319	-0.272848197	-0.726114708	13	VNN1|VNN2|DPYD	AML
KEGG	KEGG_PARKINSONS_DISEASE	0.000960119	0.00486114	0.477270815	-0.413029376	-1.679756658	98	MT-ND2|MT-CO3|MT-ND3|MT-ND1|SLC18A2|MT-ATP6|MT-ND4L|MT-CYB|MT-ATP8|MT-ND6|MT-CO1|MT-ND4|MT-CO2|VDAC3|MT-ND5|NDUFA5|NDUFA6	AML
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.00631548	0.021357805	0.407017919	-0.469656446	-1.717986292	48	TLR5|CTTN|TUBB1|TUBA4A|YWHAZ|TUBB2A|ITGB1|NCK2|PRKCA|TUBAL3|ROCK2|CD14|FYN|CDC42|ARPC5|ACTB|ARPC1B	AML
KEGG	KEGG_PATHWAYS_IN_CANCER	0.153324288	0.254627835	0.128142917	-0.250331727	-1.15812955	249	CXCL8|KITLG|ITGA2|TGFB2|MAPK10|PTGS2|CDKN1A|EGLN3|WNT11|LEF1|RBX1|AKT3|MITF|PTK2|PDGFA|TGFB1|TCF7|EGF|ITGB1|E2F1|ITGA2B|FOS|CDKN2B|MAX|LAMA2|VEGFC|PDGFB|MMP9|PRKCA|JUN|SMAD2|LAMC1|STK4|PIAS2|CDC42|PIAS1|RET|E2F3|PIK3CB|GSK3B|NFKBIA|ITGA6|FGF2|BRAF|IKBKG|CRKL	AML
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.863720074	0.907638044	0.048603425	-0.295069914	-0.708045384	9	UGT2B28	AML
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.862433862	0.907638044	0.046694804	-0.230947478	-0.71491351	23	ALDOB|DERA|TKTL1	AML
KEGG	KEGG_PEROXISOME	0.01784426	0.048168923	0.352487858	0.356971273	1.460138921	69	PEX11A|SLC27A2|CAT|AMACR|DECR2|PXMP2|PRDX1|IDH1|EHHADH|ECH1|PEX5|IDH2|PEX6|ACOX2|PEX11B|HSD17B4|PMVK|DHRS4|PEX12|PEX13|NUDT12|ACOX3|MLYCD|ECI2|PEX10|PEX14|MPV17|PEX26|MVK	AML
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.360169492	0.468472206	0.100990587	0.469611157	1.107789581	8	ALDH1A3|GOT1|MAOA|ALDH3B1|GOT2	AML
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.038667313	0.086323746	0.321775918	-0.38430108	-1.479591927	65	PLCB4|DGKE|PIK3C3|DGKI|PIP4K2A|CDS2|DGKH|PRKCA|CALM3|INPP5A|PIK3CB|INPP4B|PLCD4|CALM1|CALM2|DGKG|PRKCB|DGKD|PIP5K1C|PIK3C2A	AML
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.182897862	0.290760704	0.158514105	0.392581764	1.22193725	21	HMBS|PPOX|UROD|CPOX|ALAD|EARS2|BLVRB|ALAS1|MMAB|COX15|UROS	AML
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.304239401	0.420296831	0.12267919	0.299468461	1.109709346	41	SLC27A2|PPARG|FABP5|SLC27A5|NR1H3|SCD|EHHADH|DBI|ACOX2|RXRB|ACOX3|SLC27A1|CPT2	AML
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.110169492	0.193316278	0.195789002	0.628648484	1.399645836	7	AMACR|SLC27A5|CYP7B1|ACOX2|HSD17B4	AML
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.070325901	0.139155505	0.222056046	-0.428400722	-1.415824168	30	IL7R|CD8B|CD3E|CD8A|CD40LG|CD3D|CD19|PTPRC|CD79A|IKBKG|LCK|TAP1|TNFRSF13C|TNFRSF13B|BTK|CD40	AML
KEGG	KEGG_PRION_DISEASES	0.219931271	0.343758122	0.119348441	-0.370372594	-1.183583962	26	CCL5|PRKACB|LAMC1|FYN|NOTCH1|NCAM1|PRNP|C1QA|C1QB|MAPK1	AML
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.059391003	0.121551525	0.321775918	0.328081138	1.346789808	71	CCNA1|MAPK12|PKMYT1|CCNB2|CDC25A|PLK1|CCNA2|MAD2L1|CDK1|GNAI1|MAPK11|HSP90AB1|ANAPC7|MAD2L2	AML
KEGG	KEGG_PROPANOATE_METABOLISM	0.008529566	0.026278665	0.380730401	0.512002011	1.70961136	27	ALDH1B1|ALDH6A1|SUCLA2|EHHADH|LDHA|ACAT1|ECHS1|ACAT2|ACSS1|ALDH7A1|ALDH3A2|HADHA|MLYCD|SUCLG1|ACACA|MCEE|LDHB|ACACB	AML
KEGG	KEGG_PROSTATE_CANCER	0.007526613	0.024560526	0.407017919	-0.402879537	-1.596211597	77	PDGFC|CDKN1A|LEF1|AKT3|PDGFA|TCF7|EGF|E2F1|CREB5|PDGFB|E2F3|PIK3CB|GSK3B|NFKBIA|BRAF|IKBKG|PDGFD|IGF1R	AML
KEGG	KEGG_PROTEASOME	0.003868688	0.014391518	0.431707696	0.471458318	1.731748187	39	PSMB5|PSMD3|PSMC3|PSMB7|PSMB6|PSMD12|PSMD8|PSMB2|PSMB4|PSMC1|PSMD14|SEM1|PSMA6|PSMA7|PSMB3|PSMC5|PSMC2|PSMA5|PSMD2|PSMC4|PSMD1|PSMD13|PSMD4|PSMA3|PSMA4|PSMD11|PSMC6|PSMD7|PSMB1	AML
KEGG	KEGG_PROTEIN_EXPORT	0.286701209	0.400950563	0.102449406	-0.368464148	-1.140633628	22	SEC63|IMMP2L|SPCS2|SEC62|SRPRA|SEC61A2|SEC11C|SPCS1|SEC11A|IMMP1L	AML
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.34358047	0.450042024	0.094356364	-0.396884176	-1.07797838	14	CA4|CA2|GLS	AML
KEGG	KEGG_PURINE_METABOLISM	0.08358209	0.155462687	0.271288555	0.273511982	1.254471944	122	URAD|AK4|PDE6G|PAICS|PFAS|RRM2|POLE|NME1|IMPDH2|AK7|GART|PKLR|POLD2|AK2|ADA|POLR3D|POLD1|POLR1C|POLR1B|PPAT|POLR3H|NME6|NUDT5|POLR1A|RRM1|PRPS2|AMPD3|NME4|ENPP3|POLD3|ATIC|PDE1B|ITPA|POLR3A|APRT|POLA2	AML
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.04616957	0.097585682	0.321775918	0.312903767	1.332874857	85	TK1|TYMS|RRM2|POLE|NME1|UCK2|CAD|POLD2|DUT|POLR3D|DTYMK|POLD1|POLR1C|POLR1B|POLR3H|UMPS|NME6|POLR1A|RRM1|DHODH|TXNRD2|NME4|POLD3|ITPA|POLR3A|POLA2	AML
KEGG	KEGG_PYRUVATE_METABOLISM	0.001143291	0.005596109	0.455059867	0.542844867	1.936615479	34	ME3|ALDH1B1|HAGHL|PKLR|PDHA1|LDHD|LDHA|PC|ACAT1|ACAT2|ACSS1|ALDH7A1|GRHPR|MDH1|ALDH3A2|DLAT|ACACA|LDHB|MDH2|ACACB|DLD|PDHB	AML
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	2.98E-05	0.000424929	0.575610261	-0.418672783	-1.830290846	156	TMSB4Y|ITGA2|PDGFC|NCKAP1|MYL12A|ITGB5|MYLK|TMSB4X|ITGAX|PTK2|PDGFA|EGF|VCL|ITGB1|PIP4K2A|ITGA2B|IQGAP2|MYL9|ARHGEF12|PDGFB|F2R|ITGB3|ABI2|ROCK2|CD14|CDC42|ARPC5|PIK3CB|ITGA6|FGF2|BRAF|CRKL|PDGFD|BRK1|ITGA1|ACTB|ARPC1B|ITGAV|SSH2|SLC9A1|MYL12B|VAV3|ITGB7|DIAPH1|GNA13|ITGAL|RAC1|PIP5K1C|ACTN1|ITGB2	AML
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.081128748	0.152423708	0.208955028	-0.497372324	-1.430223076	17	PIK3C3|ATG4C|GABARAPL2|PRKAA1|ULK2|ATG5|ATG12|BECN1|GABARAPL1	AML
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.045152602	0.09653315	0.321775918	-0.380989156	-1.450606401	61	TGFB2|RAP1B|EGLN3|RBX1|AKT3|TGFB1|VEGFC|PDGFB|JUN|RAP1A|CDC42|PIK3CB|BRAF|CRKL	AML
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.265795207	0.377388614	0.12267919	0.480792418	1.165309256	9	CPA3|CTSG|THOP1	AML
KEGG	KEGG_RETINOL_METABOLISM	0.231464738	0.358770344	0.119348441	-0.440058998	-1.215314847	15	DGAT2|UGT2B28|DHRS3|RDH11	AML
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.837719298	0.901543194	0.058098358	0.277089976	0.71752394	11	PHPT1|ENPP3|RFK|FLAD1|ACP6	AML
KEGG	KEGG_RIBOSOME	1.58E-42	2.94E-40	1.696586223	-0.897127007	-3.528800482	82	RPL13|RPL6|RPL32|RPS16|RPS18|RPS6|RPL9|RPS12|RPS5|RPS3|RPS4X|RPL26|RPL5|RPS13|RPL22|RPS15A|RPL37|RPL27|RPL18A|RPS3A|RPL18|RPL10A|RPL31|RPS29|RPL29|RPL7|RPL30|RPS7|RPS17|RPL8|RPL34|RPL12|RPS9|RPL28|RPL3|RPL35|RPS8|RPLP2|RPL21|RPL38|RPL11|RPS2|RPL14|RPLP0|RPL13A|RPS25|RPL24|RPL10|RPS23|RPL4|RPL19|RPL37A|RPL39|RPL27A|RPL36|RPS28|RPL7A|RPS15|RPS20|RPS19|RPS27|RPS24|RPS27A|RPL36AL|RPL23|RPL23A|RPSA|RSL24D1|RPL35A|FAU|RPS11|RPL15|RPLP1|RPS21|UBA52	SARC
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.719934102	0.806673151	0.051845762	-0.231184403	-0.8529764	51	CXCL8|MAPK10|CXCL10	AML
KEGG	KEGG_RNA_DEGRADATION	0.182051282	0.290760704	0.165656695	0.296068955	1.171398327	54	LSM7|HSPD1|EXOSC7|LSM2|EXOSC2|EXOSC5|EDC4|EXOSC8|EXOSC3|ENO1|DCP1B|WDR61|LSM5|EXOSC6|DCPS|LSM4|LSM3|HSPA9|SKIV2L	AML
KEGG	KEGG_RNA_POLYMERASE	0.132387707	0.228001051	0.188204146	0.389312625	1.286790948	25	POLR3D|POLR1C|POLR1B|POLR3H|POLR1A|POLR3A|POLR2L|POLR2D|POLR3B|POLR1E|POLR2C|POLR2K|POLR3GL|POLR2I|POLR2B	AML
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.320665083	0.429091406	0.115734448	0.350042544	1.089531055	21	GGT5|AHCY|SEPHS1|SEPHS2|MARS2|MAT2A|GGT1|HEMK1|AHCYL1	AML
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.008548535	0.026278665	0.380730401	-0.407895129	-1.605800417	73	ITGA2|PTGS2|AKT3|PTK2|ITGB1|E2F1|ITGA2B|CDKN2B|MAX|LAMA2|LAMC1|PIAS2|PIAS1|E2F3|PIK3CB|NFKBIA|ITGA6|IKBKG|ITGAV|FHIT|BCL2L1	AML
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.012092715	0.035144453	0.380730401	-0.494453229	-1.69529181	35	STX1A|BET1|VAMP3|STX11|VAMP7|STX7|SNAP23|GOSR1|STX17|BET1L|STX12|VAMP2|VTI1B|VAMP4|SNAP29|STX6|STX3	AML
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.038807343	0.086323746	0.321775918	-0.481801422	-1.583977722	29	ASAH1|ACER2|GLA|B4GALT6|SPHK1|ACER3|SMPD3|SMPD1|SGPP1|SPTLC1|SGMS1|GLB1|DEGS1|ARSA|PLPP1|PLPP3	AML
KEGG	KEGG_SPLICEOSOME	2.09E-05	0.000350648	0.575610261	0.40856856	1.876325891	124	LSM7|PPIL1|THOC3|LSM2|SNRNP200|SNRPF|HSPA1B|ALYREF|SNRPE|PRPF6|HSPA1L|HNRNPA1L2|PRPF4|PUF60|PRPF8|EIF4A3|PRPF19|SRSF9|DHX15|SF3B3|PRPF38A|SRSF1|PPIH|SNRPA|SNRPG|SNRPA1|LSM5|SF3A3|HSPA1A|DHX16|SNRPB|SNRPC|TCERG1|HNRNPA1|RBM8A|PRPF40B|PRPF31|SART1|LSM4|LSM3|SNRPD3|DDX23|ACIN1|RBMX|SNRPD2|PQBP1|SNRNP70|CHERP|NCBP2|CTNNBL1|SNRPD1|PLRG1|EFTUD2|SF3B2|CWC15|DHX38|SNRNP40|ISY1|HSPA8|PRPF40A|SNU13|DDX42|CRNKL1|U2AF2|SRSF7|SF3B6|HNRNPU|XAB2|CCDC12|DDX46|DHX8|LSM6|HNRNPM|MAGOH|U2SURP|RBM17|SF3B1|PHF5A|SNRPB2|SF3B5|SNRNP27	AML
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.169312169	0.27384403	0.140406239	-0.406398158	-1.258032935	23	UGT2B28|UXS1|MGAM|GAA|PYGB|PYGM|HK1|PYGL|PGM2L1|UGP2	AML
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.846292948	0.904657978	0.048701086	-0.261005777	-0.720821975	15	LIPA|SOAT1|SC5D|CEL|SQLE	AML
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.038878017	0.086323746	0.321775918	-0.571443445	-1.578160442	15	HSD17B3|UGT2B28|CYP19A1	AML
KEGG	KEGG_SULFUR_METABOLISM	0.803921569	0.879805943	0.059731798	0.296630291	0.718950655	9	CHST13|SUOX|SULT1A1|BPNT1	AML
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.044067797	0.095309421	0.28201335	-0.41419972	-1.451957712	39	FCGR3B|CD28|HLA-DQA2|CD40LG|FCGR3A|C3|FCGR2B|HLA-DMB|HLA-DQA1|CD86|HLA-DOA|HLA-DPA1|ACTN1|CD40|HLA-DRB1|HLA-DRA|HLA-DPB1|C1QA|HLA-DQB1|C1QB|HLA-DRB5|HLA-DMA	AML
KEGG	KEGG_TASTE_TRANSDUCTION	0.263736264	0.377345731	0.111462667	-0.463565708	-1.180090692	11	PRKACB|GNAS|ADCY6	AML
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.679324895	0.775180554	0.066284219	0.417870588	0.830434828	5	GGT5|ADO|GGT1	AML
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.940919037	0.966911276	0.052589895	0.213916009	0.591066759	13	ACAT1|ACAT2|PMVK|FDPS|MVK|PDSS2|MVD	AML
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.002630245	0.010635339	0.431707696	-0.455834404	-1.741008986	62	BMP6|ACVR2A|TGFB2|ACVR1|RBX1|THBS1|LTBP1|TGFB1|BMPR2|CDKN2B|RBL1|SKP1|SMAD2|ROCK2	AML
KEGG	KEGG_THYROID_CANCER	0.857632933	0.907638044	0.045679041	-0.225852285	-0.728138805	27	LEF1|TCF7|RET|BRAF	AML
KEGG	KEGG_TIGHT_JUNCTION	0.074249605	0.145372911	0.206587923	-0.319254492	-1.289815131	93	CLDN5|CTTN|MYL12A|MAGI2|PARD3|AKT3|JAM3|PARD6G|MYL9|PRKCA|TJP2|EPB41L3|VAPA|CDC42|SRC|YES1|ACTB|PRKCD|PPP2R2D|MYL12B|PRKCQ|PRKCB|ACTN1|EPB41|TJP3|PATJ|RRAS|ASH1L|MYH9|RHOA	AML
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000805109	0.00427858	0.477270815	-0.440468095	-1.734636725	74	CXCL8|TLR5|MAPK10|CCL5|AKT3|CXCL10|FOS|TLR8|MAP2K4|JUN|CD14|TAB2|PIK3CB|NFKBIA|IKBKG|CD86|IRAK4|RAC1|LY96|CD40|TBK1|TLR2|TLR1|MAP2K3|MAPK9|MAPK1|CCL4|MAPK8|MAP3K8|TOLLIP|MAPK13|PIK3R5	AML
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.000102934	0.000908836	0.538434096	0.64102011	2.118757067	25	CAT|ALDH1B1|GCDH|EHHADH|AOX1|AFMID|HAAO|ACAT1|MAOA|ECHS1|ACAT2|ALDH7A1|ALDH3A2|WARS2|HADHA|INMT	AML
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.336752137	0.444226223	0.092259726	-0.323112007	-1.087032761	33	MAPK10|IRS1|PIK3CB|PRKCD|CACNA1D|HK1|PKM|MAPK9|MAPK1|MAPK8	AML
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.000107497	0.000908836	0.538434096	-0.623423136	-2.060354935	30	CD28|HLA-DQA2|PTPRN|LTA|ICA1|HLA-C|HLA-B|HLA-E|HLA-F|HLA-DMB|HLA-G|HLA-A|HLA-DQA1|CD86|HLA-DOA|HLA-DPA1|GZMB|HLA-DRB1|HLA-DRA|HLA-DPB1|HLA-DQB1|HLA-DRB5|HLA-DMA|FAS	AML
KEGG	KEGG_TYROSINE_METABOLISM	0.482185273	0.586186018	0.090542895	0.314359739	0.978465917	21	ALDH1A3|AOX1|GOT1|MAOA|ALDH3B1|GSTZ1|GOT2|TPO|HEMK1|ADH5	AML
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	1.37E-05	0.000310551	0.593325476	-0.484204181	-1.95699623	90	CD28|CD8B|GRAP2|CD3E|AKT3|CD3G|CD8A|CD40LG|CD3D|NCK2|FOS|PPP3R1|NFAT5|JUN|PTPRC|FYN|CDC42|PIK3CB|ITK|GSK3B|NFKBIA|IKBKG|LCK|DLG1|RASGRP1|TEC|PDCD1|PRKCQ|VAV3|CD247	AML
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.453172205	0.572711864	0.069779252	-0.237667781	-1.002899343	127	FANCL|UBE2F|RBX1|UBE2K|KLHL13|SKP1|PIAS2|WWP1|PIAS1|UBE2Q2|UBE2D2|UBE3A|UBE2G1|FBXW7|UBE2B|UBE2E3|RCHY1|UBE2H|CUL5|UBE2C|CDC16|ANAPC5|CUL2|ITCH|CDC27|UBE2L3|TRIM37|UBE2D3|FBXW11|BIRC2|HERC4|UBE2J1|BIRC6|UBA2|CBL|CUL4B|UBE2Q1|UBE2D1|FBXO2|MDM2|HERC1|NEDD4L	AML
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.029319204	0.071754894	0.352487858	0.69104446	1.538566506	7	BCAT1|PDHA1|BCAT2|VARS2|LARS2|PDHB	AML
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.003063653	0.011871655	0.431707696	0.477340088	1.753352947	39	ALDH1B1|BCAT1|ALDH6A1|ACADS|EHHADH|BCAT2|AOX1|ACAT1|ECHS1|ACAT2|ALDH7A1|IVD|ALDH3A2|HSD17B10|HADHA|ACAA2|MCCC2	AML
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	1.21E-05	0.000310551	0.593325476	-0.520192192	-2.041038242	75	AVPR1A|PLCB4|PRKG1|MYLK|PLA2G12A|PTGIR|MYL9|ADCY3|ARHGEF12|PRKCA|PLA2G4A|PPP1R14A|CALM3|PRKACB|GNAQ|ROCK2|ADORA2B|GNAS|BRAF|KCNMB1|ADCY6|CALM1|CALM2|PRKCD|CACNA1D|CALD1|MYL6|PRKCQ|RAMP1|PRKCB|GNA13	AML
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.06185567	0.125056029	0.237793834	-0.406179403	-1.413855142	38	RAB11A|DYNC1I1|CREB5|ADCY3|DYNLL1|PRKACB|GNAS|DCTN4|ADCY6|DYNLL2|RAB11B|VAMP2|ARHGDIB|RAB5A	AML
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.133870968	0.228440367	0.152144922	-0.329092102	-1.240754359	57	PTGS2|AKT3|PLA2G12A|PTK2|PRKCA|SPHK1|PLA2G4A|PPP3R1|NFAT5|CDC42|PIK3CB|SRC|PRKCB|RAC1|PPP3CC|NFATC2|PPP3CB|MAPK1|BAD|SH2D2A|KDR|MAPK13|PIK3R5|NFATC1|SHC2|MAPKAPK2	AML
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.002409399	0.01010073	0.431707696	-0.507544327	-1.81492975	42	ADCY3|ATP6V0A1|SLC12A2|PRKCA|ATP6V0E1|TJP2|PRKACB|GNAS|ACTB|TCIRG1|PRKCB|ARF1|ATP6V1E1|SEC61A2|ATP6V1D|KCNQ1|ERO1A|KDELR2	AML
KEGG	KEGG_VIRAL_MYOCARDITIS	0.000104724	0.000908836	0.538434096	-0.540029184	-2.014236915	53	ICAM1|CD28|DMD|DAG1|HLA-DQA2|EIF4G3|CD40LG|HLA-C|LAMA2|HLA-B|HLA-E|HLA-F|FYN|HLA-DMB|HLA-G|HLA-A|CD55|HLA-DQA1|ACTB|CD86|HLA-DOA|CAV1|HLA-DPA1|ITGAL|RAC1|ITGB2|CD40|HLA-DRB1|HLA-DRA|HLA-DPB1|CASP3|HLA-DQB1|MYH9|HLA-DRB5|HLA-DMA|EIF4G2	AML
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.314465409	0.426938438	0.091392433	-0.260669608	-1.076026634	108	MAPK10|PLCB4|WNT11|LEF1|RBX1|NLK|TCF7|DAAM1|PRKCA|PPP3R1|CAMK2D|NFAT5|JUN|PRKACB|SKP1|SMAD2|ROCK2|GSK3B|PSEN1|CCND3|LRP6|PRKCB|PRICKLE2|PPP2R5A|RAC1|VANGL1|TBL1XR1|PPP3CC|FBXW11|RHOA|MAPK9|NFATC2|PPP3CB|AXIN2	AML
KEGG	KEGG_ABC_TRANSPORTERS	0.683516484	0.86622998	0.067992259	-0.270135868	-0.835301125	24	ABCC5|ABCD2|ABCA5|ABCA1|ABCG1|ABCD3|ABCB7	ANA
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.615523466	0.843346758	0.063500797	0.255442201	0.915777096	53	ZBTB16|RUNX1T1|CCND1|TCF7L1|FLT3|AKT1|PIK3CG|AKT2|STAT5B|ARAF|PIM1|MAPK3|PIK3CD	ANA
KEGG	KEGG_ADHERENS_JUNCTION	0.104014599	0.358272506	0.186432558	0.355558991	1.314862027	62	TJP1|NECTIN1|PTPRB|ERBB2|PTPRM|TCF7L1|ACTN4|ACTG1|INSR|ACTB|PTPRF|CTNND1|SRC|AFDN|MAPK3|FGFR1|ACTN1	ANA
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.2172949	0.524894175	0.138805109	-0.309531419	-1.14742992	51	TNFRSF1B|NFKBIA|SOCS3|AKT3|MAPK10|LEPR|JAK2	ANA
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.367041199	0.638034233	0.092552886	0.388597815	1.073359134	16	ASS1|GPT2|CAD|ASL|ABAT	ANA
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.138939671	0.403793419	0.159646702	0.435466067	1.314214378	24	SLC9A3R2|INSR|ATP1B1|PIK3CG|ATP1B2|MAPK3|PIK3CD	ANA
KEGG	KEGG_ALLOGRAFT_REJECTION	0.020619045	0.116951418	0.352487858	-0.523028624	-1.653858788	26	HLA-DMB|HLA-DQA2|FAS|HLA-DRB5|CD86|HLA-DRB1|CD28|HLA-DQB1|HLA-DPA1|HLA-DQA1|HLA-DRA|HLA-DMA|HLA-DOA	ANA
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.24952741	0.563283208	0.117249717	0.571030076	1.195153857	6	ACOX1|FADS2|PLA2G6|ACOX3	ANA
KEGG	KEGG_ALZHEIMERS_DISEASE	0.982269504	0.997480564	0.040988387	0.167321452	0.695901169	125	CACNA1F|LPL|GRIN2D|ATP2A3|RYR3|TNF|CASP9|PSEN2|NDUFA9|GAPDH|ATP2A2|NDUFB8|MAPK3|NDUFB7|COX8A|BAD|NDUFA4|NDUFS2	ANA
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.655391121	0.86622998	0.068151344	-0.293271418	-0.861724224	19	WARS2|RARS2|IARS2|FARSB|FARS2|SEPSECS	ANA
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.44198895	0.727521635	0.081302735	0.29936053	0.995324719	37	CHIT1|HK3|PGM1|CYB5R3|GPI	ANA
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.590909091	0.839000694	0.065831196	0.270483659	0.913287102	39	GRIN2D|TNF|TOMM40L|CASP9|MAPK13|GPX1|DAXX	ANA
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.000357149	0.007381074	0.498493109	-0.537489447	-2.001661518	53	CD8B|HLA-DMB|HLA-DQA2|CTSS|HLA-DRB5|CD74|CD4|HSPA5|HSPA2|HLA-DRB1|HLA-DQB1|HLA-DPA1|NFYB|CTSL|B2M|HLA-DQA1|HLA-DRA|HLA-DMA|HLA-DOA|CD8A	ANA
KEGG	KEGG_APOPTOSIS	0.353488372	0.638034233	0.10797236	-0.263898434	-1.059553704	78	NFKBIA|IL1RAP|FAS|NTRK1|CSF2RB|TNFSF10|CASP3|TNFRSF10C|PRKACB|AKT3	ANA
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.055464677	0.234464317	0.321775918	0.496785396	1.517903615	26	PTGIS|ALOX15B|LTC4S|CYP2E1|AKR1C3|ALOX12|ALOX5|GPX1|PLA2G6|GPX3|PTGS1	ANA
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.024844999	0.132033422	0.352487858	0.484424204	1.591620274	34	ARG1|ASS1|MAOB|NOS3|MAOA|ALDH7A1|GAMT|PYCR1|ALDH1B1|ASL|PYCR3|PYCR2	ANA
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.021430255	0.1172361	0.352487858	0.441665605	1.523437869	43	ITGB4|ITGA3|CACNA1F|PKP2|TCF7L1|ITGA2B|GJA1|ACTN4|ACTG1|DSP|ITGB3|ITGA9|ACTB|ITGB5|ATP2A2|CACNB1|ACTN1	ANA
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.738404453	0.892620154	0.056176659	0.354783069	0.785301828	7	ALDH7A1|ALDH1B1|ALDH3A2|ALDH9A1	ANA
KEGG	KEGG_ASTHMA	0.000849688	0.015240853	0.477270815	-0.705040376	-1.921974402	15	HLA-DMB|HLA-DQA2|HLA-DRB5|HLA-DRB1|HLA-DQB1|HLA-DPA1|HLA-DQA1|HLA-DRA|HLA-DMA|HLA-DOA|FCER1G	ANA
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.051943643	0.232176283	0.321775918	-0.465945662	-1.493617971	27	HLA-DMB|HLA-DQA2|FAS|HLA-DRB5|CD86|HLA-DRB1|CD28|HLA-DQB1|HLA-DPA1|HLA-DQA1|HLA-DRA|HLA-DMA|HLA-DOA	ANA
KEGG	KEGG_AXON_GUIDANCE	0.000327337	0.007381074	0.498493109	0.479927944	1.837507125	78	SEMA3F|NTN4|EPHA2|PLXNB3|UNC5B|PLXNA1|SEMA3G|EFNB2|SEMA3D|SEMA6C|NRP1|CXCL12|SEMA4F|SRGAP1|ROBO3|SEMA4D|SEMA4C|CFL1|ABLIM3|LIMK1|EPHB4	ANA
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.245421245	0.563283208	0.116234149	0.398999243	1.185552003	23	GLI3|APC2|TCF7L1|SMO|FZD1|AXIN1|AXIN2|DVL1|FZD5	ANA
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.622270742	0.843346758	0.072357085	-0.271746327	-0.886638301	29	GTF2B|TBPL1|GTF2A2|TAF4B|TAF2|GTF2E2|GTF2H1|GTF2H3|GTF2I|TAF9B|GTF2H2|TAF12|GTF2F2|TAF7|TAF7L	ANA
KEGG	KEGG_BASE_EXCISION_REPAIR	0.230072464	0.541689598	0.119887845	0.36399675	1.178097202	32	FEN1|PCNA|POLE|SMUG1|NTHL1|LIG3|APEX2|PARP1|POLD1|POLD2|POLD4|LIG1|UNG|XRCC1|PARP4|OGG1	ANA
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.500938086	0.775832283	0.075694631	0.35884099	0.960105141	14	ALDH7A1|ALDH1B1|MLYCD|ABAT|ALDH3A2|SRM|ALDH9A1	ANA
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.299065421	0.5880727	0.104732822	0.403128169	1.137461373	18	SCD5|ACOX1|FADS2|SCD|ACOT2|ACOX3|ACOT7	ANA
KEGG	KEGG_BLADDER_CANCER	0.122004357	0.386025597	0.188204146	-0.37451863	-1.308695024	37	CXCL8|E2F1|VEGFA	ANA
KEGG	KEGG_BUTANOATE_METABOLISM	0.299256506	0.5880727	0.104343953	0.383108179	1.121809884	22	ALDH7A1|ALDH1B1|BDH1|ABAT|ACADS|ALDH3A2|ACSM3|PDHA1|ACAT1|ALDH9A1	ANA
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.019521651	0.116951418	0.352487858	-0.380813957	-1.490030388	69	FOS|JUN|NFKBIA|LILRB3|IFITM1|DAPP1|VAV3|CD79A|AKT3|PPP3CC|FCGR2B|NFKBIE|NRAS|SOS1|CD19|PIK3R1|MALT1|BTK	ANA
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.178761062	0.474993679	0.136490438	0.308744707	1.200525476	85	NOS3|PDGFRB|CACNA1F|ADRB2|PLCD3|ERBB2|GRIN2D|GNA11|ATP2A3|RYR3|PLCD1|PHKA2|RYR1|TBXA2R|PLCD4|GNA15|TNNC2|ATP2A2|PTK2B|SLC25A4|P2RX7	ANA
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.313513514	0.607023193	0.09957912	0.314406639	1.086420904	44	CACNA1F|SLC9A1|TPM4|TPM1|ATP1B1|TPM2|ATP2A2|ATP1B2|CACNB1|COX8A	ANA
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.00556379	0.046463008	0.407017919	-0.413751031	-1.63352919	73	ICAM1|SELL|CD8B|HLA-DMB|VCAN|PDCD1|NLGN1|HLA-DQA2|HLA-DRB5|SELPLG|CD86|CD4|PTPRC|HLA-DRB1|MPZL1|CD28|HLA-DQB1|HLA-DPA1	ANA
KEGG	KEGG_CELL_CYCLE	0.870175439	0.949533543	0.046045768	0.192261392	0.787761722	113	ESPL1|CCNA2|PLK1|ORC1|MCM4|CCND1|PCNA|CDC7|CCNE1|CDKN2D|CCNB2|MCM7|ABL1|MCM2|MCM3|ANAPC7|CDC20|YWHAH|MAD2L1|CDC6|MCM5|CCND2|YWHAG|ZBTB17	ANA
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.006674949	0.049661619	0.407017919	-0.338393659	-1.493565407	129	CXCL8|CXCR4|CXCL1|NFKBIA|CCR7|CCL3L3|CXCL10|CCR1|PF4V1|CXCL2|CXCR1|PRKACB|VAV3|AKT3|RAP1B|GNG8|CXCL16|RAP1A|JAK2	ANA
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.906137184	0.957622251	0.045496781	0.192293974	0.721949494	67	MECOM|CCND1|SHC2|SHC1|AKT1|ABL1|PIK3CG|AKT2|STAT5B|ARAF|MAPK3|PIK3CD|CTBP1|BAD|BCR|CDKN2A|TGFB1|GRB2|RAF1|E2F2|HDAC1|CTBP2|TP53	ANA
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.487523992	0.775038142	0.078295525	0.377586916	0.962744346	12	NPAS2|BHLHE41|PER3	ANA
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.162313433	0.447408703	0.1482615	0.410489958	1.267790216	27	PC|IDH2|OGDH|MDH2|IDH1|CS|ACLY|FH|PDHA1|SDHD|ACO1|ACO2|SUCLA2	ANA
KEGG	KEGG_COLORECTAL_CANCER	0.344902386	0.638034233	0.105125132	-0.282105331	-1.073762044	57	FOS|JUN|LEF1|TCF7|CASP3|AKT3|MAPK10	ANA
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.017802764	0.114183247	0.352487858	-0.520856879	-1.6994219	29	PLAUR|CFD|PLAU|C5AR1|SERPINA1|F5|CD55|TFPI|CD46|C3AR1|C3|THBD	ANA
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.666666667	0.86622998	0.069119846	-0.274733296	-0.847955383	23	CTH|AMD1|SMS|LDHB|AHCYL2|MAT2B|MTR|DNMT1	ANA
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	1.49E-08	9.25E-07	0.733761988	-0.519554892	-2.246142647	115	CXCL8|TNFRSF25|CXCR4|OSM|CXCL1|TNFRSF1B|IL7R|CSF3R|CCR7|KITLG|IL1RAP|CD27|FAS|VEGFA|CCL3L3|CXCL10|CCR1|PF4V1|IL2RG|PDGFC|CSF1|CSF2RB|TNFSF13B|CXCL2|IL7|IFNGR1|TNFSF8|RELT|ACVR2A|TNFSF10|IL13RA1|CXCR1|CSF1R|TNFRSF10C|GHR|BMPR2|TNFRSF8|LEPR|IFNGR2|CXCL16	ANA
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.167755991	0.452211803	0.158514105	-0.353164682	-1.23407709	37	NFKBIA|CXCL10|POLR3G|POLR3F|IRF7|CCL5|IL1B|POLR3C	ANA
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.007060932	0.050512818	0.407017919	0.480691764	1.679810323	46	ITGB4|ITGA3|CACNA1F|ITGA2B|TNF|ACTG1|TPM4|ITGB3|ITGA9|ACTB|TPM1|TPM2|ITGB5|ATP2A2|CACNB1|ADCY6	ANA
KEGG	KEGG_DNA_REPLICATION	0.101604278	0.356573504	0.186432558	0.402476517	1.338712933	35	MCM4|FEN1|PCNA|POLE|RNASEH2A|MCM7|RFC5|MCM2|MCM3|MCM5|POLD1|POLD2|POLD4|LIG1|RNASEH2C	ANA
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.504708098	0.775832283	0.075501529	0.347540697	0.963765164	17	NOTCH3|PIWIL4|NOTCH4|MAPK3	ANA
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.195211786	0.504956413	0.132846301	0.4258431	1.236627241	21	MAOB|MAOA|CYP2E1|ADH1B|GSTA1	ANA
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.112338858	0.379909593	0.179782316	0.471614328	1.369544617	21	TK1|CES1|UCK1|UMPS|IMPDH1|CDA	ANA
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	4.48E-10	4.17E-08	0.814035838	0.729759885	2.563024122	47	LAMA3|COL4A2|COL6A3|HSPG2|COL6A1|FN1|ITGB4|LAMB1|COL4A1|LAMB2|ITGA3|GP5|SDC4|SDC3|VWF|AGRN|COL6A2|ITGA2B|RELN|THBS1|ITGB3|ITGA9|TNXB|LAMA4|ITGB5|LAMA5	ANA
KEGG	KEGG_ENDOCYTOSIS	0.257903494	0.564353528	0.106729884	0.252760766	1.09107477	155	CLTCL1|AGAP1|EHD2|ADRB2|DNM1|ASAP3|KDR|RAB11FIP5|EPN2|FLT1|HLA-A|ACAP3|GRK5|ARAP3|PLD1|HSPA1L|HLA-E|PIP4K2B|GIT1|PSD4|VPS4A|EPN1|SRC|IL2RB|HLA-G|HLA-C|HSPA1A|RAB11FIP1|AGAP2|GRK2|RET|EHD3	ANA
KEGG	KEGG_ENDOMETRIAL_CANCER	0.267730496	0.579045027	0.108394256	0.321917314	1.124962123	46	APC2|ERBB2|CCND1|TCF7L1|CASP9|AKT1|PIK3CG|AKT2|ELK1|ARAF|AXIN1|MAPK3|AXIN2|PIK3CD	ANA
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.005745426	0.046463008	0.407017919	-0.473463015	-1.763221033	53	CXCL8|CXCL1|JUN|NFKBIA|CXCR1|CASP3|MAPK10|ATP6V0A1|TCIRG1|ADAM17|MAP2K4|CDC42|CCL5	ANA
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.609375	0.843346758	0.074550078	-0.234699252	-0.918642865	67	JUN|AREG|NRG1|GAB1|AKT3|MAPK10|CDKN1A|MAP2K4|RPS6KB1|NRAS|SOS1|CDKN1B|BRAF|PIK3R1	ANA
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.350318471	0.638034233	0.102821843	-0.377604875	-1.074708479	17	PLA2G7|CHPT1|LPCAT2|PLA2G4A|LPCAT4	ANA
KEGG	KEGG_FATTY_ACID_METABOLISM	0.055160142	0.234464317	0.257206466	0.463258059	1.479196979	30	ALDH7A1|ADH1B|ECI1|ALDH1B1|ACOX1|GCDH|ACSL1|ACADVL|ACADS|ACAA2|ACOX3|ALDH3A2|ACSL5|ACAT1	ANA
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.97810219	0.997480564	0.042502318	0.176039282	0.632295426	54	TNF|MAPK13|AKT1|SYK|PIK3CG|AKT2|MAPK3|PLA2G6|PRKCE|PIK3CD	ANA
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.586620926	0.839000694	0.063359701	0.237886596	0.922837944	82	DNM1|ASAP3|MYO10|GSN|CFL1|PLD1|LIMK1|AKT1|SYK|PIP4K2B|PIK3CG|AKT2|ARPC5L|MAPK3|PLA2G6|PRKCE|PIK3CD	ANA
KEGG	KEGG_FOCAL_ADHESION	3.74E-08	1.74E-06	0.719512826	0.505290838	2.144666548	140	LAMA3|COL4A2|COL6A3|FLT4|COL6A1|FN1|FLNC|ITGB4|LAMB1|COL4A1|LAMB2|ITGA3|PDGFRB|PARVA|BCAR1|ERBB2|VWF|MYL9|COL6A2|FLNA|ZYX|KDR|CCND1|FLT1|ITGA2B|RELN|SHC2|TLN2|ACTN4|ACTG1|TLN1|THBS1|SHC1|ITGB3|PXN|ITGA9|AKT1|ACTB|TNXB|ARHGAP35|LAMA4|SRC|PIK3CG|AKT2|ELK1|ITGB5|LAMA5	ANA
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.684601113	0.86622998	0.059731798	0.370816103	0.820790475	7	DHFR|FPGS|SPR	ANA
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.890740741	0.952171137	0.047448319	0.226660662	0.706057543	28	HK3|ALDOA|PFKP|PFKFB4|PFKM|PFKL|PHPT1|GMPPB|TPI1|PMM1	ANA
KEGG	KEGG_GALACTOSE_METABOLISM	0.50092081	0.775832283	0.074738523	0.332701283	0.966148025	21	B4GALT2|HK3|PGM1|PFKP|GALK1|PFKM|PFKL|GANC	ANA
KEGG	KEGG_GAP_JUNCTION	0.739051095	0.892620154	0.055364284	0.229420439	0.84839993	62	TJP1|PDGFRB|GNA11|GJA1|SRC|TUBB4B|TUBB|MAPK3|ADCY6|GNAI1|HTR2A|PDGFB|PRKCB|TUBA1C|TUBA1B|MAPK7|GRB2|TUBB4A|RAF1|PRKX|ADCY9|ITPR1|TUBAL3|ADCY3|CDK1|GNAI2	ANA
KEGG	KEGG_GLIOMA	0.872958258	0.949533543	0.047448319	0.210712883	0.746989085	51	PDGFRB|CCND1|SHC2|SHC1|AKT1|PIK3CG|AKT2|ARAF|MAPK3|PIK3CD|PDGFB|CDKN2A|PRKCB|GRB2|RAF1|PLCG2|E2F2|MTOR|TP53|PLCG1|IGF1R	ANA
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.361607143	0.638034233	0.103958472	-0.305156897	-1.058002009	36	GSTM5|GGT7|ANPEP|MGST3|SMS|GCLC|MGST2	ANA
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.440433213	0.727521635	0.080419997	0.297447633	0.98899239	36	LPL|MGLL|ALDH7A1|GLYCTK|DGKQ|AGPAT1|DGKZ|ALDH1B1	ANA
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.004892226	0.044704932	0.407017919	-0.448759232	-1.673788535	52	ACHE|MBOAT7|GPAT3|CHPT1|PCYT1B|LPCAT2|CRLS1|ADPRM|DGKE|MBOAT1|MBOAT2|DGKA|LCLAT1|PLA2G4A|LPCAT4	ANA
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.209345794	0.521125704	0.128788713	0.432905546	1.221480845	18	PHGDH|MAOB|MAOA|GLYCTK|GAMT|SHMT1	ANA
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.001802975	0.025575931	0.455059867	0.532909438	1.839174343	42	PKLR|ENO2|ALDH7A1|ADH1B|HK3|PGM1|ALDOA|PFKP|GPI|ALDH1B1|GAPDH|PKM|ACSS1|ALDH3B1|ENO3|PFKM|PFKL|ALDH3A2|PDHA1|ACSS2|PGK1|TPI1	ANA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.672316384	0.86622998	0.061302608	0.303012453	0.840283884	17	B3GAT1|XYLT2|CHST14|CSGALNACT1	ANA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.248618785	0.563283208	0.115734448	0.437427711	1.189487146	15	B3GAT1|XYLT2|HS6ST1|NDST1|EXTL3|HS3ST3B1	ANA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.889705882	0.952171137	0.047164246	0.26154981	0.6205483	9	B4GALT2|ST3GAL3	ANA
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.617521368	0.843346758	0.071652737	-0.316992206	-0.887617072	16	SGSH|GALNS|HEXB	ANA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.298507463	0.5880727	0.113312908	-0.473007955	-1.168536146	10	HEXB|SLC33A1|GLB1|ST3GAL5|ST3GAL1	ANA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.719565217	0.886351857	0.064940768	-0.355871903	-0.805509441	8	HEXB|GLA|ST3GAL1	ANA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.338289963	0.635575082	0.09688777	0.443504029	1.108977952	11	B4GALT2|FUT4|FUT7|ST3GAL3|ABO	ANA
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.133192389	0.403793419	0.176694269	-0.450028234	-1.322325353	19	PIGU|PIGA|PIGP|PIGK|PIGB|PIGN|PIGF|PIGX	ANA
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.942056075	0.989957231	0.045315244	0.22295359	0.586660975	13	GLYCTK|MDH2|CS|MTHFD1|MTHFD1L|ACO1|ACO2	ANA
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.98185118	0.997480564	0.042077211	0.169406433	0.6307855	64	CACNA1F|GNA11|MAPK13|PLD1|SRC|ELK1|MAPK3|PLA2G6|PTK2B|ADCY6	ANA
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.033731812	0.174281027	0.321775918	-0.501802388	-1.586739714	26	HLA-DMB|HLA-DQA2|FAS|HLA-DRB5|CD86|HLA-DRB1|CD28|HLA-DQB1|HLA-DPA1|HLA-DQA1|HLA-DRA|HLA-DMA|HLA-DOA|IL1B	ANA
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.625708885	0.843346758	0.064940768	0.308746658	0.880274518	19	GLI3|SMO|BMP8B|CSNK1G2|WNT11	ANA
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	4.00E-05	0.001062255	0.557332239	-0.518462108	-2.018260071	64	IL7R|CSF3R|CD8B|CD5|KITLG|CD1C|ANPEP|CD44|CD3E|HLA-DRB5|CD4|CD14|CD3D|CSF1|IL7|FCGR1A|HLA-DRB1|MME|CD55|CD7|CSF1R|CD33|CD3G|CD1D|TFRC|MS4A1|HLA-DRA|IL4R|ITGA4|CD8A	ANA
KEGG	KEGG_HISTIDINE_METABOLISM	0.116760829	0.386025597	0.178219875	0.490112997	1.359132433	17	MAOB|MAOA|ALDH7A1|HAL|ALDH1B1|ALDH3B1	ANA
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.276951673	0.585375127	0.109250039	0.392767085	1.150092904	22	RAD51|RAD51D|RAD50|RAD52|BLM|POLD1|POLD2|POLD4	ANA
KEGG	KEGG_HUNTINGTONS_DISEASE	0.982332155	0.997480564	0.0408229	0.165687586	0.700817071	137	CLTCL1|PPARG|DLG4|CASP9|TGM2|DNAH2|TAF4|NDUFA9|GPX1|DCTN1|NDUFB8|NDUFB7|SLC25A4|COX8A|NDUFA4|NDUFS2|HTT|POLR2E|HIP1|DNAL4|CREBBP|NDUFS7|CLTB|IFT57|COX6A1|CASP8|NRF1|AP2A2|HDAC1|SDHD	ANA
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.001528002	0.023684029	0.455059867	0.531726247	1.837361042	44	ITGB4|ITGA3|CACNA1F|ACE|ITGA2B|TNF|ACTG1|TPM4|ITGB3|ITGA9|ACTB|TPM1|TPM2|ITGB5|ATP2A2|CACNB1	ANA
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.300359712	0.5880727	0.102080108	0.316506744	1.114030105	48	PLCD3|IMPA2|PIP4K2B|PLCD1|PIK3CG|PLCD4|ISYNA1|PIK3CD|PIK3C2B|INPP4A|INPPL1|INPP1|OCRL|IPPK|TPI1|INPP5E|PLCG2|ALDH6A1|PI4KA|PLCG1|PI4KB|ITPKB|PIP4K2C|ITPK1|INPP5K|IPMK|PLCB3	ANA
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.22513089	0.536850584	0.118815039	0.280090932	1.14902849	112	PKLR|SOCS1|LIPE|SHC2|HK3|PYGB|SHC1|INSR|AKT1|PRKAR2B|PHKA2|PTPRF|GYS1|PPP1R3D|RPTOR|FLOT2|FASN|PRKAR1B|PIK3CG|AKT2|ELK1|ARAF|MAPK3|PIK3CD|ACACB|ACACA|BAD|PPP1CA|TSC2|EXOC7|SORBS1	ANA
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	2.16E-05	0.000670771	0.575610261	-0.680238371	-2.180546656	27	CXCR4|HLA-DMB|HLA-DQA2|HLA-DRB5|CD86|TNFSF13B|HLA-DRB1|CD28|HLA-DQB1|HLA-DPA1|HLA-DQA1|HLA-DRA|HLA-DMA|HLA-DOA|ITGA4	ANA
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.417661098	0.706869611	0.099233334	-0.257451212	-1.031083317	82	OSM|IL7R|CSF3R|SOCS3|IL2RG|CSF2RB|IL7|IFNGR1|IL13RA1|AKT3|GHR|LEPR|IFNGR2|JAK2|IL4R|PIAS1	ANA
KEGG	KEGG_LEISHMANIA_INFECTION	3.78E-07	1.41E-05	0.67496286	-0.608538023	-2.336687815	59	FOS|PTGS2|JUN|NFKBIA|HLA-DMB|HLA-DQA2|HLA-DRB5|IFNGR1|FCGR1A|HLA-DRB1|HLA-DQB1|FCGR3B|HLA-DPA1|FCGR2A|IFNGR2|TLR2|HLA-DQA1|JAK2|HLA-DRA|HLA-DMA|HLA-DOA|ITGA4|FCGR3A|ITGB2|C3|IL1B|CYBA	ANA
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.216027875	0.524894175	0.121543282	0.30361606	1.167268089	79	VCAM1|RAPGEF3|BCAR1|JAM2|MYL9|CDH5|JAM3|CXCL12|RAPGEF4|ACTN4|ACTG1|PXN|MAPK13|ACTB|CTNND1|ARHGAP35|PIK3CG|AFDN|MMP9|PTK2B|PIK3CD|ACTN1	ANA
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.121771218	0.386025597	0.172324345	0.603667311	1.387005154	8	ALDH7A1|ALDH1B1|ALDH3A2|ALDH9A1	ANA
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.48255814	0.773757017	0.079343496	0.49896937	0.984438947	5	CYP2E1|PLA2G6	ANA
KEGG	KEGG_LONG_TERM_DEPRESSION	0.617486339	0.843346758	0.063784539	0.264950404	0.904848222	41	GNA11|GNA12|GNAZ|RYR1|ARAF|MAPK3|PLA2G6|GNAI1|PRKCB|RAF1|PPP2R1A|ITPR1|IGF1R|GNAI2|HRAS|PLCB3|MAP2K2|MAP2K1|PLCB1	ANA
KEGG	KEGG_LONG_TERM_POTENTIATION	0.834532374	0.94741573	0.049093967	0.220279926	0.775334093	48	RAPGEF3|GRIN2D|RPS6KA2|ARAF|MAPK3|PPP1CA|CREBBP|RPS6KA1|PRKCB	ANA
KEGG	KEGG_LYSINE_DEGRADATION	0.198181818	0.504956413	0.130777138	0.357939377	1.2140848	40	ALDH7A1|PLOD1|SUV39H1|SETD1B|ALDH1B1|GCDH|AASS|NSD2|SETD7|SETD1A|KMT5C|OGDH|EHMT1|PLOD3|ALDH3A2	ANA
KEGG	KEGG_LYSOSOME	0.010352663	0.071318343	0.380730401	-0.341666955	-1.46510662	105	GM2A|CTSS|SGSH|SLC11A1|MCOLN1|DNASE2|GALNS|HEXB|GAA|CTSO|AP1S2|ASAH1|CTSH|LAPTM4A|CTSL|NEU1|AP4S1|ATP6V0A1|TCIRG1|CTSW|AP3M2|SLC17A5|GLB1|PPT1|CTSZ|MANBA|AGA|CD164|AP4E1|MFSD8|GLA	ANA
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.081683168	0.29790332	0.248911114	-0.268026597	-1.250873435	186	FOS|JUN|DDIT3|DUSP1|GADD45B|DUSP4|DUSP2|FAS|NTRK1|NR4A1|CD14|HSPA2|DUSP14|CASP3|JUND|MAP4K3|PRKACB|AKT3|GADD45G|RAP1B|MAPK10|DUSP10|RAP1A|RPS6KA5|MAP2K4|MAP2K5|RASA1|FGF13|NF1|CDC42|STK3|PLA2G4A|NLK|PPP3CC|IL1B|LAMTOR3|TNFRSF1A|NRAS|SOS1|RELB|RASA2|BRAF|TGFB2	ANA
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.138554217	0.403793419	0.168238166	0.768381763	1.324452318	3	PKLR|HHEX	ANA
KEGG	KEGG_MELANOGENESIS	0.160714286	0.447408703	0.164405756	-0.324207529	-1.207379493	53	LEF1|KITLG|MITF|TCF7|CALM2|PRKACB	ANA
KEGG	KEGG_MELANOMA	0.780760626	0.91853416	0.062386149	-0.225211823	-0.817127456	44	E2F1|MITF|PDGFC|AKT3|CDKN1A|FGF13|E2F3|CDH1|NRAS|BRAF|PIK3R1|PTEN	ANA
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.271375465	0.580182028	0.110564716	0.396715321	1.161654051	22	CYP2E1|ADH1B|AKR1C3|AKR1C1|GSTA1	ANA
KEGG	KEGG_MISMATCH_REPAIR	0.581784387	0.839000694	0.06767604	0.314846333	0.921926879	22	PCNA|RFC5|POLD1|POLD2|POLD4|LIG1|MSH6|EXO1|RFC3|MSH2	ANA
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.856179775	0.949384296	0.058221624	-0.21394999	-0.765484824	42	VEGFA|DDIT4|AKT3|HIF1A|RHEB|RPS6KB1|RPS6|ULK2|BRAF|PIK3R1|CAB39	ANA
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.790804598	0.919310345	0.063079041	-0.20763556	-0.848994658	88	ICAM1|FAS|IFNGR1|TNFSF10|FCGR3B|CASP3|TYROBP|TNFRSF10C|VAV3|CD48|IFNGR2|FCGR3A|ITGB2|PPP3CC|FCER1G|NRAS|SOS1|BRAF|PIK3R1|IFNAR1	ANA
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.058295964	0.235718464	0.28201335	-0.350772662	-1.368464572	66	C5AR1|FPR2|GRID1|FPR1|VIPR2|TRHR|CNR2|OXTR|VIPR1|PTAFR|CYSLTR1|PTGER3|P2RY8|LPAR6|GHR|P2RY13|LEPR|P2RY6|C3AR1	ANA
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.551643192	0.824208178	0.082434409	-0.224617002	-0.959528251	107	JUN|NFKBIA|CAMK4|GAB1|NTRK1|BEX3|RIPK2|CALM2|AKT3|RAP1B|MAPK10|RAP1A|RPS6KA5|MAP2K5|CDC42|NFKBIE|NRAS|PSEN1|SOS1|BRAF|PIK3R1|IRAK3	ANA
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.61965812	0.843346758	0.071478629	-0.31681547	-0.887122187	16	NT5C3A|BST1|NMRK1|NAMPT|NT5C2|NT5E|NNT|CD38	ANA
KEGG	KEGG_NITROGEN_METABOLISM	0.293103448	0.5880727	0.115240003	-0.451296755	-1.1414294	11	CA4|GLS|CTH|GLUL|CA13|CA1|CA2	ANA
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000901341	0.015240853	0.477270815	-0.492783319	-1.837990197	52	CXCL8|CXCL1|TNFAIP3|NFKBIA|NLRP3|CXCL2|RIPK2	ANA
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.553903346	0.824208178	0.070113216	0.364162413	0.910584933	11	FEN1|RAD50|PRKDC|XRCC5	ANA
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.860670194	0.949384296	0.046788297	0.216055795	0.758819752	47	ERBB2|CCND1|CASP9|AKT1|PIK3CG|AKT2|ARAF|MAPK3|PIK3CD|BAD|RASSF1|CDKN2A|PRKCB|GRB2|RAF1|PLCG2|E2F2|TP53|PLCG1	ANA
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.041297997	0.202142825	0.321775918	0.430468976	1.485632342	42	JAG2|NOTCH3|JAG1|DTX3|NUMBL|RFNG|DTX1|PSEN2|NOTCH4|DTX4|RBPJ|CTBP1|DVL1|KAT2A|CREBBP|MFNG|HDAC1|NCOR2|PTCRA|CTBP2	ANA
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.986754967	0.997480564	0.050805414	-0.1584388	-0.565783934	41	RBX1|GTF2H5|CDK7|POLE2|RAD23B|GTF2H1|GTF2H3|CETN2|CUL4B|POLD3|GTF2H2|MNAT1|CUL4A|CCNH|RAD23A	ANA
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.077433628	0.288053097	0.241339977	-0.392339987	-1.396419924	40	MAN1C1|ALG11|ALG5|DAD1|MAN1A2|B4GALT1|ALG6|FUT8|ALG8|DPM1|ALG13|STT3B|STT3A|MAN2A1|MGAT4A|MGAT3	ANA
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.076923077	0.288053097	0.237793834	-0.524397035	-1.46837604	16	OR2B6|CALM2|PRKACB|PRKG2	ANA
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.210131332	0.521125704	0.128788713	0.466161441	1.247248804	14	TYMS|DHFR|SHMT1	ANA
KEGG	KEGG_OOCYTE_MEIOSIS	0.996460177	0.998181818	0.040247757	0.150693057	0.585956131	85	ESPL1|RPS6KA2|PLK1|CCNE1|CCNB2|ANAPC7|CDC20|YWHAH|MAPK3|MAD2L1|ADCY6|YWHAG|PPP1CA|FBXO5	ANA
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.07249467	0.286893798	0.245041785	-0.561386876	-1.522350066	14	HEXB|MAN2B2|NEU1|GLB1|MANBA|AGA	ANA
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.840449438	0.94741573	0.05909548	-0.194456927	-0.808059594	92	ATP6V0A1|TCIRG1|NDUFA6|COX10|PPA2|ATP6V1D|NDUFS4|ATP6V0B|NDUFA5|PPA1|UQCRH|UQCRB|COX4I1|NDUFB5|NDUFA1|MT-ATP8|NDUFA10|MT-ND2|COX7C|COX6C|MT-CO2|COX7B|MT-CO1|COX5A|NDUFB10|COX6B1|UQCRC2|NDUFS8|NDUFS6|MT-ATP6|ATP6V1C1|UQCR10|NDUFB1	ANA
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.418079096	0.706869611	0.085535695	0.368481086	1.021834961	17	GALNT15|GALNT12|B4GALT5|GALNT5|GALNT3|GALNT10|GALNT2	ANA
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.797445255	0.921272158	0.051845762	0.220759072	0.792919343	54	TP53I3|PIDD1|CCND1|CASP9|THBS1|CCNE1|CCNB2|SESN1|GTSE1|ZMAT3	ANA
KEGG	KEGG_PANCREATIC_CANCER	0.835766423	0.94741573	0.049690139	0.213831621	0.79075227	62	ERBB2|RAD51|CCND1|CASP9|PLD1|AKT1|PIK3CG|AKT2|ARAF|MAPK3|PIK3CD|VEGFB|BAD	ANA
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.254310345	0.563283208	0.125033368	-0.468714375	-1.185482417	11	VNN2|VNN1	ANA
KEGG	KEGG_PARKINSONS_DISEASE	0.862612613	0.949384296	0.057975476	-0.189113671	-0.788310241	94	VDAC3|CASP3|UBE2G1|UBE2L3|NDUFA6|UBB|NDUFS4|NDUFA5|UQCRH|UQCRB|VDAC1|COX4I1|NDUFB5|NDUFA1|MT-ATP8|NDUFA10|MT-ND2|COX7C|COX6C|MT-CO2|COX7B|MT-CO1|COX5A|SLC18A2|NDUFB10|PPID|COX6B1|UQCRC2|NDUFS8|NDUFS6|MT-ATP6|PARK7|UQCR10|NDUFB1|MT-CO3|UBE2J1|MT-ND1|NDUFB3	ANA
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.664414414	0.86622998	0.070619625	-0.242469422	-0.880823834	45	TUBB2A|CD14|LY96	ANA
KEGG	KEGG_PATHWAYS_IN_CANCER	0.365971108	0.638034233	0.084074558	0.230545206	1.036025509	235	LAMA3|GLI3|COL4A2|FN1|PPARG|LAMB1|COL4A1|LAMB2|ITGA3|PDGFRB|EPAS1|APC2|ERBB2|FASLG|ZBTB16|MMP1|MECOM|RAD51|RUNX1T1|CCND1|TCF7L1|ITGA2B|CASP9|DAPK2|FLT3|PLD1|AKT1|CCNE1|BIRC5|ABL1|LAMA4|PIK3CG|AKT2|SMO|LAMA5|MMP9|FZD1|STAT5B|ARAF|AXIN1|MAPK3|AXIN2|PIK3CD|RET|FGFR1	ANA
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.317391304	0.607023193	0.110564716	-0.510391134	-1.15526085	8	UGT2B28	ANA
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.163568773	0.447408703	0.147331214	0.436926733	1.279400321	22	TKTL1|PGM1|ALDOA|PFKP|GPI|G6PD|H6PD|PFKM|PFKL	ANA
KEGG	KEGG_PEROXISOME	0.348880597	0.638034233	0.095287985	0.290248667	1.066806046	60	PEX12|CRAT|PEX11B|PEX5|ACOX1|PEX26|ABCD1|ACSL1|MLYCD|PEX14|NUDT19|IDH2|ECH1|PEX10|FAR2|IDH1|ACOX3|PAOX|PMVK|ACSL5|MPV17|FAR1|PRDX5|PEX13|PEX7|HSD17B4|MVK|CROT|GSTK1|PECR|ACAA1|PRDX1	ANA
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.12244898	0.386025597	0.172324345	0.629910465	1.394288181	7	MAOB|MAOA|ALDH3B1|PRDX6|GOT2	ANA
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.68115942	0.86622998	0.058843817	0.237979381	0.883506061	63	PLCD3|IMPA2|DGKQ|DGKZ|PIP4K2B|PLCD1|PIK3CG|PLCD4|PIK3CD|PIK3C2B|PRKCB|INPP4A|INPP5D|INPPL1|INPP1|OCRL|IPPK|INPP5E|PLCG2|PI4KA|ITPR1|PLCG1|DGKD|PI4KB|ITPKB|PIP4K2C|DGKG|CDS2|ITPK1|CALM3|INPP5K|PLCB3	ANA
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.128540305	0.398474946	0.183023938	-0.437242899	-1.321983033	21	ALAS2|UGT2B28	ANA
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.006584761	0.049661619	0.407017919	0.525623457	1.747660902	36	FABP4|PPARG|SCD5|LPL|MMP1|FABP5|ACOX1|FADS2|SCD|ACSL1|SLC27A4|SORBS1|ACOX3|NR1H3	ANA
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.359126984	0.638034233	0.097215081	-0.656594729	-1.111826491	3	CYP27A1	ANA
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.00330176	0.036125139	0.431707696	-0.565877893	-1.813956988	27	IL7R|CD8B|CD3E|IL2RG|CD4|CD3D|PTPRC|CD79A	ANA
KEGG	KEGG_PRION_DISEASES	0.254385965	0.563283208	0.126253988	-0.374947212	-1.165470822	25	EGR1|HSPA5|PRKACB|CCL5|IL1B|NOTCH1	ANA
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.848101266	0.949384296	0.048603425	0.210707259	0.787819742	65	CCNA2|RPS6KA2|PLK1|MAPK13|AKT1|CCNB2|PIK3CG|AKT2|ANAPC7|ARAF|MAPK3|MAD2L1|PIK3CD|ADCY6	ANA
KEGG	KEGG_PROPANOATE_METABOLISM	0.518726592	0.784415822	0.073805272	0.315223758	0.96315086	26	ALDH7A1|ALDH1B1|MLYCD|ACSS1|ACACB|ABAT|ACACA|ALDH3A2|ACSS2|ACAT1|ALDH6A1|ALDH9A1	ANA
KEGG	KEGG_PROSTATE_CANCER	0.75	0.9	0.065981614	-0.216755837	-0.857345424	74	NFKBIA|LEF1|E2F1|TCF7|PDGFC|AKT3|CDKN1A|E2F3|CCNE2|HSP90B1|NRAS|SOS1|CDKN1B|BRAF|PIK3R1|TCF7L2|PTEN	ANA
KEGG	KEGG_PROTEASOME	0.998181818	0.998181818	0.041404427	0.143591498	0.484836176	39	PSMD3|PSMB5|PSMC5|PSMD2|PSMC3|PSMA6|PSMC4|PSMB7|PSMB6|PSMB3|PSMA7|PSMC2|PSMD12|PSMB4|PSMB2|PSMF1|PSMD8|PSMB8|PSMD4|PSMD1|SEM1|PSMD14|PSMD13|PSMA5|PSMA3|PSME3|PSMD11|PSME1|PSMC6|PSMC1|PSMD7|PSMB10|PSMB9|PSMB1|POMP|PSMA4|PSME2|PSMD6	ANA
KEGG	KEGG_PROTEIN_EXPORT	0.142241379	0.407029178	0.172324345	-0.430518709	-1.321259739	22	SPCS2|HSPA5|IMMP2L|SEC11C|SEC62|SEC63	ANA
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.464491363	0.751264291	0.080858915	0.383669719	0.978253847	12	AQP1|ATP1B1|ATP1B2	ANA
KEGG	KEGG_PURINE_METABOLISM	0.386046512	0.664857881	0.102449406	-0.238609543	-1.033784173	111	PDE3B|PDE4B|FHIT|AK5|PDE6H|POLR3G|NT5C3A|DCK|POLR3F|PDE4D|ADPRM|ENTPD5|PNPT1|ADSL	ANA
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.586620926	0.839000694	0.063359701	0.237876154	0.922797436	82	TYMS|TK1|NME4|NME6|POLE|UCK1|UMPS|DUT|CAD|POLR1B|DTYMK|CDA|NT5M|TXNRD2|POLR3A|POLR3H|POLR2E|POLD1|POLD2|POLD4	ANA
KEGG	KEGG_PYRUVATE_METABOLISM	0.045289855	0.210597826	0.287857117	0.466940714	1.511281487	32	PKLR|ALDH7A1|PC|ALDH1B1|PKM|ACSS1|ACACB|ACACA|MDH2|ALDH3A2|HAGHL|PDHA1|ACSS2|ACAT1	ANA
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.005047331	0.044704932	0.407017919	0.358134345	1.525687859	146	FN1|ITGB4|ITGA3|PDGFRB|IQGAP3|APC2|ENAH|BCAR1|MYL9|MYH9|SLC9A1|SSH3|ITGA2B|GSN|GNA12|ACTN4|ACTG1|FGD1|ITGB3|CFL1|PXN|ITGA9|LIMK1|PIP4K2B|GIT1|ACTB|ARHGAP35|SSH1|PIK3CG|ITGB5|ARPC5L|CYFIP1|ARAF|PFN2|MAPK3|MYH10|PIK3CD|FGFR1|ACTN1	ANA
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.462845011	0.751264291	0.086539974	-0.349817417	-0.995622061	17	GABARAPL1|PIK3C3|ATG4C|ULK2|ATG3|PRKAA1|ATG5|GABARAPL2	ANA
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.136659436	0.403793419	0.176694269	-0.324019796	-1.23329877	57	JUN|VEGFA|GAB1|RBX1|AKT3|RAP1B|HIF1A|RAP1A|CUL2|CDC42|NRAS|EGLN3|SOS1|BRAF|TGFB2|PIK3R1	ANA
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.566420664	0.829560973	0.068632563	0.391641107	0.899847026	8	CTSG|ACE|THOP1|CTSA	ANA
KEGG	KEGG_RETINOL_METABOLISM	0.319829424	0.607023193	0.108820127	-0.407004794	-1.103701922	14	DGAT2|UGT2B28|RDH10	ANA
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.51782364	0.784415822	0.073990144	0.392331082	0.943366777	10	ACP2|ACP6|PHPT1|FLAD1|MTMR1|MTMR6|RFK	ANA
KEGG	KEGG_RIBOSOME	2.22E-32	4.13E-30	1.481567588	-0.849171104	-3.22035543	82	RPS4Y1|RPL34|RPS18|RPL32|RPS6|RPS16|RPL22|RPL6|RPL26|RPL37|RPL31|RPS12|RPL7|RPL5|RPL13|RSL24D1|RPS5|RPS13|RPL9|RPL19|RPL27|RPL30|RPS3A|RPL21|RPS7|RPL10A|RPL11|RPS15A|RPL39|RPS25|RPS8|RPS21|RPS17|RPL29|RPL18|RPS3|RPLP2|RPS29|RPL3|RPL38|RPL23|RPL24|RPL13A|RPL18A|RPL23A|RPL36|RPS23|RPS9|RPL35|RPS2|RPS27|RPL37A|RPS15|RPL27A|RPS20|RPL14|RPS4X|RPL7A|RPL12|RPL28|RPS27A|RPLP0|RPS24|RPL8|RPS11|RPL10|RPSA|RPS19|RPS28|RPL36AL|RPL22L1|RPL4|FAU	COAD
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.004311228	0.043955882	0.407017919	-0.461756458	-1.698889111	49	CXCL8|NFKBIA|CXCL10|ISG15|DDX3Y|IRF7|MAPK10	ANA
KEGG	KEGG_RNA_DEGRADATION	0.95814978	0.99646464	0.052057003	-0.176904821	-0.660425765	54	PNPT1|MPHOSPH6|ZCCHC7|PAPOLG|CNOT10|EXOSC1|PAPOLA|PARN|CNOT6L|LSM1|XRN1|CNOT2|CNOT4|PATL1|CNOT6|TTC37|CNOT7|HSPD1|DCP1A|LSM8|CNOT8|EXOSC9	ANA
KEGG	KEGG_RNA_POLYMERASE	0.817982456	0.939165042	0.059221919	-0.247408708	-0.769035269	25	POLR3G|POLR3F	ANA
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.708695652	0.886351857	0.06568136	-0.276770892	-0.829538298	20	GGT7|CTH|METTL6|LCMT1|AHCYL2|MAT2B	ANA
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.020749445	0.116951418	0.352487858	0.380940301	1.446190799	73	LAMA3|COL4A2|FN1|LAMB1|COL4A1|LAMB2|ITGA3|CCND1|ITGA2B|CASP9|AKT1|CCNE1|LAMA4|PIK3CG|AKT2|LAMA5	ANA
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.044634161	0.210597826	0.321775918	-0.454065516	-1.529306346	33	STX7|VAMP7|BET1L|GOSR1|BET1|STX17|STX2|BNIP1|STX12|VAMP4|STX18|STX5|VAMP3|VAMP8|STX11|USE1|SNAP29|VAMP2|STX6	ANA
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.776824034	0.91853416	0.060640401	-0.24841775	-0.796318641	27	ASAH1|ACER2|NEU1|GLB1|GLA	ANA
KEGG	KEGG_SPLICEOSOME	0.674364896	0.86622998	0.07113274	-0.210323707	-0.922248175	121	HSPA2|SRSF5|ZMAT2|BCAS2|USP39|HNRNPA1L2|DDX5|TRA2A|SRSF10|SNRPB2|HNRNPK|SRSF7|SRSF6|SMNDC1|SNW1|PRPF18|BUD31|THOC2|TRA2B|SLU7|SNRNP27|SRSF3|MAGOH|WBP11|PRPF3|SYF2|RBMX|SNRPD1|THOC1|PRPF38B|CWC15|SF3A1|MAGOHB|NCBP1|HNRNPA3|LSM8|HSPA8|SRSF4|SF3B1|SF3B5|HNRNPA1|HNRNPC|SNRPA|SNRPD2|LSM3|U2SURP|HSPA1B|SF3A3	ANA
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.683189655	0.86622998	0.067051258	-0.275437612	-0.845316639	22	UGT2B28|GAA|AGL|UXS1	ANA
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.294559099	0.5880727	0.105920293	0.428373623	1.146144752	14	DHCR7|DHCR24|HSD17B7|CEL|LSS	ANA
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.285988484	0.5880727	0.109250039	0.462340586	1.178843244	12	AKR1C3|AKR1C1|STS|HSD17B7	ANA
KEGG	KEGG_SULFUR_METABOLISM	0.717062635	0.886351857	0.064794337	-0.368278508	-0.798314058	7	CHST11	ANA
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.01122453	0.074562946	0.380730401	-0.496805829	-1.695041873	35	HLA-DMB|HLA-DQA2|HLA-DRB5|CD86|FCGR1A|HLA-DRB1|CD28|HLA-DQB1|FCGR3B|HLA-DPA1|FCGR2A|HLA-DQA1|HLA-DRA|HLA-DMA|HLA-DOA|FCGR3A|C3|FCGR2B	ANA
KEGG	KEGG_TASTE_TRANSDUCTION	0.776086957	0.91853416	0.061302608	-0.334176446	-0.756402176	8	PRKACB	ANA
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.715481172	0.886351857	0.063359701	-0.452953553	-0.821570621	4	GGT7	ANA
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.421841542	0.706869611	0.092259726	-0.385625462	-1.019218184	13	GGPS1|HMGCR|PDSS1|HMGCS1|IDI1	ANA
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.785198556	0.91853416	0.052057003	0.221917058	0.79558725	53	ID1|ACVRL1|TNF|THBS1|ACVR2B|SMAD6|MAPK3|SMAD7|ACVR1|BMP8B	ANA
KEGG	KEGG_THYROID_CANCER	0.504291845	0.775832283	0.082434409	-0.299187682	-0.959064832	27	LEF1|NTRK1|TCF7|TFG|CDH1|NRAS|BRAF|TCF7L2	ANA
KEGG	KEGG_TIGHT_JUNCTION	0.004490117	0.043955882	0.407017919	0.408143426	1.587028278	85	TJP1|EPB41L1|MYH3|MPDZ|MAGI1|JAM2|MYL9|JAM3|MYH9|MYH11|PPP2R2B|ACTN4|ACTG1|RAB13|AKT1|SPTAN1|LLGL2|ACTB|EPB41L2|SRC|AKT2|AFDN|LLGL1|TJAP1|MYH10|PRKCE|ACTN1	ANA
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.00192507	0.025575931	0.455059867	-0.445315175	-1.743151697	71	CXCL8|FOS|JUN|NFKBIA|CXCL10|CD86|CD14|LY96|IRF7|AKT3|MAPK10|TLR2	ANA
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.096654275	0.345724907	0.195789002	0.469399634	1.374486836	22	MAOB|MAOA|ALDH7A1|ALDH1B1|GCDH|OGDH|IDO1|HAAO|ALDH3A2	ANA
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.056939502	0.235349941	0.252961123	0.455150501	1.453309301	30	PKLR|SOCS1|TNF|HK3|INSR|PIK3CG|PKM|MAPK3|PRKCE|PIK3CD	ANA
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.037245136	0.187232307	0.321775918	-0.484027533	-1.577624762	30	HLA-DMB|HLA-DQA2|FAS|HLA-DRB5|CD86|HLA-DRB1|CD28|HLA-DQB1|HLA-DPA1|HLA-DQA1|HLA-DRA|HLA-DMA|ICA1|HLA-DOA|IL1B	ANA
KEGG	KEGG_TYROSINE_METABOLISM	0.052426903	0.232176283	0.321775918	0.531123865	1.537841057	20	TPO|MAOB|MAOA|ADH1B|FAH|ALDH3B1	ANA
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.003294962	0.036125139	0.431707696	-0.397030438	-1.631759239	89	FOS|JUN|NFKBIA|CD8B|PDCD1|CD3E|CD4|CD3D|PTPRC|CD28|CD3G|VAV3|AKT3|CDC42|CD8A|TEC|DLG1|PPP3CC|NFKBIE|NRAS|SOS1|PIK3R1|MALT1	ANA
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.077283372	0.288053097	0.248911114	-0.287310094	-1.257782561	123	SOCS3|RBX1|UBE2B|NEDD4L|UBE2G1|UBE4A|UBE2H|UBE2D3|UBE2K|FANCL|UBE2L3|UBE2D2|CUL5|CUL2|ANAPC10|UBE2Q2|CUL3|PIAS1|UBE2D1|KLHL13|UBE3A|SMURF2|TRIM37|UBA2|UBE2F|ITCH|FBXW7|CDC16|PIAS2|CDC34|SYVN1|TRAF6|ANAPC13|BRCA1|HERC4|BIRC2|SKP1|RCHY1|MAP3K1|CDC27|CUL4B|UBA6|FZR1|UBR5|MDM2|CUL4A|UBE2E1|BIRC3|ELOC|UBA3|UBE2M	ANA
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.958963283	0.99646464	0.051114795	-0.24248337	-0.525629052	7	IARS2|LARS2|PDHB|BCAT2|VARS2|BCAT1|PDHA1	ANA
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.738562092	0.892620154	0.063784539	-0.237284981	-0.829154141	37	MCEE|MCCC1|HIBADH|PCCA|ACADSB|HIBCH|HADHB|ACADM|OXCT1|HMGCS1	ANA
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.003081851	0.036125139	0.431707696	0.451226592	1.710194137	71	NPR1|RAMP2|RAMP3|KCNMA1|CACNA1F|GNA11|MYL9|KCNMB4|KCNMB1|CALCRL|GNA12|MYH11|MYL6B|ARAF|MAPK3|PLA2G6|PRKCE|ADCY6	ANA
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.904017857	0.957622251	0.055364284	-0.20542657	-0.712229434	36	PRKACB|RAB11A|DCTN4|DYNLL1|RAB5A	ANA
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.195612431	0.504956413	0.132147261	0.32972733	1.190476179	55	NOS3|KDR|CASP9|SHC2|PXN|MAPK13|AKT1|MAPKAPK2|SRC|PIK3CG|AKT2|NFATC1|SH2D2A|MAPK3|PLA2G6|PIK3CD|BAD|NFATC2|HSPB1	ANA
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.885209713	0.952171137	0.055826472	-0.20762576	-0.74143025	41	KCNQ1|ERO1A|PRKACB|ATP6V0A1|TCIRG1|ATP6V1D|ATP6V0B|SEC61G|PDIA4	ANA
KEGG	KEGG_VIRAL_MYOCARDITIS	0.020024985	0.116951418	0.352487858	-0.416095278	-1.537163168	50	ICAM1|HLA-DMB|HLA-DQA2|HLA-DRB5|CD86|HLA-DRB1|CD55|CD28|HLA-DQB1|HLA-DPA1|DMD|CASP3|HLA-DQA1|HLA-DRA|HLA-DMA|HLA-DOA|ITGB2	ANA
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.56529517	0.829560973	0.067206509	0.233658997	0.935594427	100	DAAM2|SOX17|APC2|FRAT2|LRP5|CCND1|TCF7L1|PRICKLE2|FRAT1|FZD1|NFATC1|AXIN1|CTNNBIP1|AXIN2|CCND2|CTBP1|DVL1|NFATC2|FZD5	ANA
KEGG	KEGG_ABC_TRANSPORTERS	0.580869565	0.870962457	0.064503125	-0.324301714	-0.909672759	24	ABCG2|ABCA1|ABCD2|ABCB8|ABCG1|ABCA7	BLCA
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.472081218	0.838228438	0.073438141	-0.294984033	-0.989449214	53	LEF1|TCF7|PIM2|MYC|SPI1|TCF7L2|PPARD|RARA|CEBPA	BLCA
KEGG	KEGG_ADHERENS_JUNCTION	0.044560644	0.243772933	0.321775918	0.368780239	1.377864319	62	TJP1|PTPRF|WASF3|VCL|ACTB|PTPRJ|IGF1R|ACTG1|ACTN1|NECTIN1|ERBB2|SRC|PTPRB|ACTN4|PTPRM|MAPK1|INSR|SSX2IP|CTNNA1|CTNND1|RHOA|NECTIN2|SMAD2|PARD3	BLCA
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.412265758	0.830275229	0.080858915	-0.309916653	-1.034927578	51	TNFRSF1B|NFKBIA|SOCS3|NFKBIE	BLCA
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.386946387	0.827264689	0.102449406	0.407757464	1.061247012	15	ABAT|ASS1	BLCA
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.299765808	0.705777725	0.119348441	0.381116194	1.137436249	24	SLC9A3R2|ATP1B2|PRKCB|PIK3CG|IRS1|PRKCA|MAPK1|INSR|PIK3CB|ATP1A1	BLCA
KEGG	KEGG_ALLOGRAFT_REJECTION	0.087108014	0.385764062	0.199915231	-0.508545478	-1.436410251	25	CD86|FAS|HLA-DMB|HLA-DQA2|HLA-DOA|HLA-DRB1|HLA-DRB5|HLA-DPA1|HLA-DRA	BLCA
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.325531915	0.756861702	0.107554375	0.564685298	1.157457198	6	FADS2|PLA2G12A|ACOX1	BLCA
KEGG	KEGG_ALZHEIMERS_DISEASE	0.437823834	0.838228438	0.101350744	0.242121335	1.010649528	125	ATP2A3|COX7A1|CACNA1F|LPL|ATP2A2|CASP9|CAPN1|APP|GAPDH|ITPR1|CALM3|ITPR2|GRIN2D|UQCRHL|ADAM10|NDUFA4|TNF|PPP3R1|MAPK1|PLCB4|BAD|GNAQ|CAPN2|NDUFA9|NAE1|GSK3B|COX6A1|UQCRH|ERN1|NDUFS1|MT-ATP8|MT-CYB|PSEN2	BLCA
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.891418564	1	0.044864511	-0.254034706	-0.670965075	19	MTFMT|LARS2|IARS2|CARS2|WARS2|DARS2|HARS2|MARS2|VARS2	BLCA
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.454987835	0.838228438	0.095287985	0.292810001	0.988146596	36	CYB5R3|GPI|PGM1|CYB5R1|HK1|GALK2	BLCA
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.92251816	1	0.058221624	0.202413666	0.698031786	39	GPX1|CASP9|GRIN2D|TNF|TOMM40L|PPP3R1|DERL1|MAP3K5|BAD|MAP2K3	BLCA
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.000497829	0.005787263	0.477270815	-0.541233697	-1.815431334	53	CD8B|HLA-DMB|HLA-DQA2|CTSS|HSPA5|HLA-DOA|CD74|HLA-DRB1|CD8A|HLA-DRB5|HLA-DPA1|CD4|CTSL|HLA-DRA|CTSB|HLA-DMA|HLA-DQA1|HSPA1B|CIITA|RFX5|HSP90AB1|HSPA6|HSPA8|RFXANK|HLA-DQB1|TAP1|NFYB|NFYA	BLCA
KEGG	KEGG_APOPTOSIS	0.522998296	0.840724382	0.068632563	-0.272234742	-0.969921867	77	NFKBIA|IL1RAP|FAS|TNFRSF10B|CSF2RB|NTRK1|TNFRSF10C|BIRC3|MAP3K14|IL3RA|ATM|TNFRSF1A|TNFSF10|IL1B|PRKX|PIK3R5	BLCA
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.149882904	0.482591229	0.175204048	0.434437583	1.296573229	24	PTGIS|PTGS1|GGT1|GPX1|ALOX15|LTC4S|ALOX12|PLA2G12A|GPX3	BLCA
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.42280285	0.836609895	0.098212335	0.301332245	0.996794373	34	MAOB|ASS1|ALDH9A1|NOS3|GAMT|PYCR2|SAT1|ODC1|ALDH1B1|ARG1	BLCA
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.024333802	0.146002813	0.352487858	0.447123868	1.563786445	42	ITGA2B|ITGB3|PKP2|ITGB5|CACNA1F|ACTB|ITGB4|ATP2A2|ITGAV|ACTG1|ACTN1|ITGB1|LMNA|ITGA6|ACTN4|DAG1|RYR2|EMD	BLCA
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.779249448	0.952043468	0.061840604	0.3413051	0.721815372	7	ALDH9A1|ALDH1B1|UGT2B28	BLCA
KEGG	KEGG_ASTHMA	0.010197623	0.072952229	0.380730401	-0.661469221	-1.656167409	15	HLA-DMB|HLA-DQA2|HLA-DOA|HLA-DRB1|HLA-DRB5|HLA-DPA1|HLA-DRA|HLA-DMA|HLA-DQA1	BLCA
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.118055556	0.441532545	0.169570644	-0.479207124	-1.363416144	26	CD86|FAS|HLA-DMB|HLA-DQA2|HLA-DOA|HLA-DRB1|HLA-DRB5|HLA-DPA1|HLA-DRA	BLCA
KEGG	KEGG_AXON_GUIDANCE	0.428229665	0.838228438	0.097877328	0.266358992	1.014134802	70	PLXNB3|ABLIM3|SEMA4D|EFNB2|LIMK1|CFL1|ITGB1|CXCL12|GNAI1|SEMA3G|NFATC1|SEMA3D|PPP3R1|ARHGEF12|EFNB1|MAPK1|ROCK2|SEMA4B|NCK2|NFATC2|NRP1|RHOA|GSK3B|FYN|DPYSL2|SEMA4C|PTK2|RAC1|NFAT5|GNAI2	BLCA
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.75308642	0.940094457	0.052912985	-0.290627093	-0.804667398	23	LEF1|TCF7	BLCA
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.979345955	1	0.039759648	-0.193986695	-0.568548444	29	GTF2B|TAF9B|GTF2E2|TBP|TAF7|TAF6L|GTF2H2|GTF2F1|TAF12|GTF2H1|TAF11|TBPL1	BLCA
KEGG	KEGG_BASE_EXCISION_REPAIR	0.992822967	1	0.054231594	0.168514671	0.546912838	32	OGG1|POLD4|SMUG1|POLE|XRCC1|POLE3|POLD1|NEIL2|HMGB1	BLCA
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.36199095	0.792121373	0.104732822	0.427525292	1.087243429	14	ABAT|ALDH9A1|ALDH1B1|DPYD|MLYCD	BLCA
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.718584071	0.937184365	0.055249566	-0.318528631	-0.818705531	17	HACD2|SCD|PECR|YOD1|HADHA|ACAA1	BLCA
KEGG	KEGG_BLADDER_CANCER	0.231932773	0.615023474	0.114266502	-0.37634479	-1.177541293	37	CXCL8|VEGFA|CDH1|MYC|MMP9	BLCA
KEGG	KEGG_BUTANOATE_METABOLISM	0.513761468	0.840724382	0.085042746	0.325301427	0.953318474	22	ABAT|ALDH9A1|HMGCL|ALDH1B1|HADH|L2HGDH	BLCA
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.003880194	0.032805279	0.431707696	-0.452929124	-1.586323121	69	JUN|FOS|NFKBIA|LILRB3|CD19|CD79A|IFITM1|FCGR2B|NFKBIE|MALT1|CD79B|BLNK	BLCA
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.017976647	0.115298495	0.352487858	0.364852082	1.438853127	85	ATP2A3|CACNA1F|TNNC2|SLC8A3|PLCD4|P2RX1|ATP2A2|PLCD3|TBXA2R|GNA15|RYR1|PRKCB|ITPR1|CALM3|ITPR2|ERBB2|NOS3|HTR2A|RYR2|GNAS|GRIN2D|ADCY3|PHKB|ADRB2|PPP3R1|PRKCA|SPHK1|GNA11|PLCB4|GNAQ|SLC25A4|F2R|MYLK	BLCA
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.067961165	0.341642613	0.271288555	0.389198511	1.369973006	45	TPM2|COX7A1|SLC9A1|CACNA1F|TPM4|ATP1B2|TPM1|ATP2A2|RYR2|UQCRHL	BLCA
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.00345622	0.032142849	0.431707696	-0.460436809	-1.616568124	70	ICAM1|VCAN|CD86|CD8B|SELL|HLA-DMB|HLA-DQA2|HLA-DOA|HLA-DRB1|PTPRC|CD8A|MPZL1|HLA-DRB5|ITGB2|HLA-DPA1|SELPLG|CD4|CDH1|CD2|SIGLEC1|ITGA4|HLA-DRA|NCAM1|NLGN1|PDCD1|HLA-DMA|ITGB7|ICAM3	BLCA
KEGG	KEGG_CELL_CYCLE	0.987113402	1	0.057975476	0.170098895	0.706021626	115	YWHAH|CDC25A|CDKN2D|TGFB1|CDC14B|CCND3|CDC7|ANAPC5|YWHAG|CDC45|CCNA2|CDC23|BUB1|CDKN2C|PLK1|TGFB2|CCND1|CDK1|SMAD2|GSK3B|CHEK2|MCM4|CDC20|ANAPC11|CDC6|CCNB2|YWHAQ|CDKN1A|HDAC1|CDK2	BLCA
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.529032258	0.840724382	0.06538342	-0.249013773	-0.973695392	129	CXCL8|CXCR4|NFKBIA|CCR7|CXCL1|CXCR1|CXCL10|CXCR3|GNGT2|CCR1|ITK|CCL4L2|TIAM1|FGR	BLCA
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.870192308	0.999109687	0.060640401	0.213728695	0.80857387	67	MECOM|TGFB1|AKT2|BCR|PIK3CG|SHC1|STAT5B|ARAF|GRB2|IKBKG|AKT1|MAPK1|TGFB2|CCND1|BAD|CRKL	BLCA
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.234767025	0.615023474	0.117765788	-0.528378331	-1.218082186	11	PER1|BHLHE40|NR1D1|PER2|CRY2	BLCA
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.725217391	0.937184365	0.054008827	-0.27886544	-0.800731134	27	PC|SUCLG2|SDHD|DLD|SUCLG1|IDH3B|SDHB|MDH1|CS|IDH3A|IDH1|ACO2|FH	BLCA
KEGG	KEGG_COLORECTAL_CANCER	0.135042735	0.465147198	0.156312403	-0.371195978	-1.247922855	57	JUN|FOS|LEF1|TCF7|TGFBR1|MYC|TCF7L2|MAPK10	BLCA
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.004377467	0.035400387	0.407017919	-0.585083367	-1.712864094	28	PLAU|PLAUR|C5AR1|CFD|SERPINA1|C3|F5|C1QA|C3AR1|C1QB	BLCA
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.781609195	0.952043468	0.063642408	0.2616456	0.776716171	23	ADI1|MPST|DNMT3B|MTR	BLCA
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	7.03E-08	4.36E-06	0.704975715	-0.544737185	-2.079407236	114	CXCL8|OSM|TNFRSF25|CXCR4|TNFRSF1B|VEGFA|CCR7|IL1RAP|CSF3R|CXCL1|IL7R|FAS|RELT|IL1R2|IL2RG|IL13RA1|IL4R|TNFRSF13C|CSF1R|IFNGR2|CXCR1|TNFSF8|TNFRSF10B|TGFBR1|IFNAR1|CD27|TNFRSF8|CSF2RB|CXCL10|LTB|CXCR3|CSF1|CCR1|CSF2RA|IL10RB|LTBR|IL10RA|TNFRSF10C|IFNGR1	BLCA
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.14789916	0.482591229	0.147331214	-0.403993883	-1.272221007	38	NFKBIA|CXCL10|IRF7|RIPK3|CCL4L2|POLR3H|ZBP1|CASP1|POLR3K|IL1B|PYCARD|POLR3G|DDX58|POLR3F|POLR1D	BLCA
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.000201446	0.003122412	0.518848078	0.55041843	1.93746474	45	ITGA2B|TPM2|ITGB3|ITGB5|CACNA1F|TPM4|ACTB|ITGB4|TPM1|ATP2A2|ITGAV|TGFB1|ACTG1|ITGB1|LMNA|ADCY6|ITGA6|DAG1|RYR2|GNAS|EMD|ADCY3|TNF|TPM3|CACNB1|TGFB2|LAMA2|ITGA2	BLCA
KEGG	KEGG_DNA_REPLICATION	0.983333333	1	0.054455595	0.178455216	0.595503861	35	POLD4|DNA2|POLA2|MCM4|POLA1|RPA1|PRIM2|POLE|RNASEH2C|POLE3|POLD1|PRIM1|RFC5	BLCA
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.852173913	0.984499055	0.046601507	-0.276355608	-0.70358893	16	NOTCH1|ETS1	BLCA
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.060465116	0.312403101	0.28201335	0.506733115	1.447357397	20	FMO2|GSTA1|MAOB|FMO5|GSTM2|GSTM4|GSTO1	BLCA
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.610229277	0.893721618	0.062800398	-0.333993972	-0.901410795	21	CES1|UCKL1|CDA|TPMT	BLCA
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	2.79E-06	0.000103608	0.62725674	0.650029949	2.267703693	43	COL4A2|COL6A3|LAMB2|VWF|GP5|ITGA2B|SDC4|ITGB3|HSPG2|ITGB5|TNXB|THBS1|GP6|ITGB4|GP9|ITGAV|GP1BA|COL4A1|ITGB1|LAMC1|LAMB1|ITGA6|DAG1|CD36|CD47	BLCA
KEGG	KEGG_ENDOCYTOSIS	0.019593594	0.121480284	0.352487858	0.318197621	1.371574839	155	DNM1|ASAP3|EHD3|HLA-E|HLA-A|CLTCL1|EHD2|GRK5|AGAP1|PSD3|IGF1R|HLA-G|RAB11B|PIP4K2B|SRC|HLA-B|HLA-C|AP2M1|EHD1|EGF|FLT1|RUFY1|LDLRAP1|ADRB2|PARD6A|PARD6G|ASAP2|PIP5K1C|CHMP6|AP2S1|GRK3|MVB12B|VPS4A|ARRB1|EPS15|DNM1L|DNM3|F2R|RET|PARD3|VPS37C|EPN1|WWP1	BLCA
KEGG	KEGG_ENDOMETRIAL_CANCER	0.665865385	0.931210237	0.073805272	0.250925292	0.883203251	46	CASP9|ERBB2|AKT2|PIK3CG|EGF|AXIN1|ARAF|GRB2|AKT1|MAPK1|APC2|CCND1|BAD|CTNNA1|GSK3B|PIK3CB	BLCA
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.043993232	0.243772933	0.28201335	-0.442590461	-1.484557587	53	CXCL8|JUN|NFKBIA|CXCL1|CXCR1|TCIRG1	BLCA
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.585324232	0.870962457	0.063219117	-0.265874149	-0.92591601	67	JUN|AREG|NRG1|CDKN1B|MYC|MAPK10|GAB1	BLCA
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.132173913	0.463855619	0.159646702	-0.530932213	-1.3517295	16	LPCAT2|CHPT1|PLA2G6|PLA2G7|LPCAT4|PAFAH1B3	BLCA
KEGG	KEGG_FATTY_ACID_METABOLISM	0.560570071	0.854639617	0.082205492	0.296925232	0.935770808	29	CPT1A|ALDH9A1|ACADVL|ACOX1|ALDH1B1|HADH|ACSL4	BLCA
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.774271845	0.952043468	0.066742613	0.230712143	0.839925284	54	PRKCB|AKT2|PIK3CG|PLA2G12A|FCER1G|TNF|GRB2|AKT1|PRKCA|SYK|MAPK1|MAP2K3|PIK3CB|FYN|RAC1|LYN|MAPK3	BLCA
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.200968523	0.557912616	0.152144922	0.293587532	1.157652237	82	DNM1|ASAP3|WASF3|GSN|LIMK1|CFL1|PRKCB|PIP4K2B|ARPC1B|AKT2|PIK3CG|ARPC4|ASAP2|PIP5K1C|AKT1|PRKCA|SYK|MAPK1|SPHK1|DNM1L|MYO10|CRKL|DNM3	BLCA
KEGG	KEGG_FOCAL_ADHESION	1.89E-08	1.76E-06	0.733761988	0.503030775	2.127161063	136	COL4A2|COL6A3|LAMB2|VWF|MYL9|ITGA2B|FLNA|ITGB3|TLN1|ZYX|ITGB5|TNXB|THBS1|VCL|ACTB|PARVB|ITGB4|PARVA|BCAR1|DIAPH1|ITGAV|IGF1R|ACTG1|VEGFC|COL4A1|ACTN1|DOCK1|PRKCB|ITGB1|CCND3|LAMC1|LAMB1|ERBB2|AKT2|SRC|PIK3CG|PDGFA|ITGA6|SHC1|ACTN4|EGF|FLT1|PDGFD|ARHGAP35|GRB2|PIP5K1C|AKT1|PRKCA|MAPK1|ROCK2|CCND1|COL1A2|BAD|CRKL|PDGFB|LAMA2|MYLK|CAPN2|ITGA2	BLCA
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.39708561	0.830275229	0.086539974	-0.520312204	-1.068695498	7	ALPL	BLCA
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.683673469	0.932409775	0.055710423	-0.286694901	-0.839315267	28	ALDOB|HK2|PFKFB2|KHK|FBP1	BLCA
KEGG	KEGG_GALACTOSE_METABOLISM	0.349425287	0.78119569	0.10797236	0.373236114	1.081297391	21	PFKM|PGM1|B4GALT2|GANC|PFKL|GLA|HK1|GALK2|AKR1B1	BLCA
KEGG	KEGG_GAP_JUNCTION	0.017308609	0.114978615	0.352487858	0.408869305	1.527648085	62	TJP1|TUBB4B|TUBA1B|PRKCB|TUBA1C|ITPR1|ADCY6|ITPR2|SRC|GNAI1|PDGFA|TUBB|HTR2A|GNAS|TUBB1|EGF|PDGFD|ADCY3|PRKG2|GRB2|PRKCA|MAPK1|GNA11|PLCB4|GNAQ|PDGFB	BLCA
KEGG	KEGG_GLIOMA	0.074698795	0.356255792	0.257206466	0.368743645	1.322318757	51	IGF1R|PRKCB|CALM3|AKT2|PIK3CG|PDGFA|SHC1|EGF|ARAF|GRB2|AKT1|PRKCA|MAPK1|CCND1|PDGFB|PIK3CB|PDGFRB|CDKN1A|MAPK3|CAMK2G|RAF1|MTOR|CDK6|CDKN2A|MAP2K1|MDM2|BRAF	BLCA
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.352798054	0.78119569	0.111011492	0.310079205	1.046425022	36	GSTA1|GGT1|GPX1|G6PD|GPX3|ODC1|GSTM2|GSTM4|GSTO1|GPX4|GCLM|GSTM1|IDH2|GSS|GSTM3|PGD|GSTK1	BLCA
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.014760447	0.10168308	0.380730401	0.485980718	1.640040269	36	MGLL|CEL|AGPAT1|LPL|DGKZ|LIPC|DGKG|ALDH9A1|AGPAT3|DGKQ|DGKH|DGKI|GLA|GLYCTK|DGKD|AKR1B1|ALDH1B1|TKFC	BLCA
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.373493976	0.807789297	0.086794976	-0.317009437	-1.056612459	52	LPCAT2|MBOAT7|ACHE|PEMT|ADPRM|CHPT1|GPAT3|AGPAT2|PLA2G6	BLCA
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.517321016	0.840724382	0.085042746	0.345105368	0.954350897	18	PHGDH|MAOB|GAMT|GLYCTK|PIPOX|PSPH|GATM	BLCA
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.111380145	0.440781	0.208955028	0.378823431	1.313996437	40	ENO2|PFKM|PKM|GPI|PGM1|ALDOA|GAPDH|ALDH9A1|PFKL|HK1|PGK1|ALDH1B1|ACSS2|PGAM1|GALM|TPI1|ACSS1|ENO1|PCK2	BLCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.456637168	0.838228438	0.077476755	-0.384988162	-0.989524668	17	CHST11|CHST15|CHST7|CSGALNACT1|B3GALT6|B4GALT7|CHPF2|XYLT1	BLCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.167832168	0.491714015	0.164405756	0.499492168	1.299999676	15	XYLT2|NDST1|EXT2|B3GAT1|GLCE|HS2ST1|NDST3	BLCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.455555556	0.838228438	0.089986079	0.459157939	1.029215113	9	ST3GAL3|B4GALT2|ST3GAL1|FUT8|CHST2|ST3GAL2	BLCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.643478261	0.920153341	0.059603704	-0.339510047	-0.864377286	16	SGSH|GALNS|HEXB	BLCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.738181818	0.937184365	0.055249566	-0.340254565	-0.769398327	10	HEXB|ST3GAL5	BLCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.913907285	1	0.054343439	0.275161675	0.581930733	7	NAGA|GLA|ST3GAL1	BLCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.085585586	0.385764062	0.23112671	0.599723989	1.421586824	11	ST3GAL3|ABO|B4GALT2|ST3GAL4|ST3GAL6|FUT7|GCNT2	BLCA
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.686774942	0.932409775	0.070450085	0.29773865	0.835509802	19	GPAA1|PIGH|PIGN|PGAP1|PIGO|PIGS|DPM2|PIGB|PIGG|PIGQ	BLCA
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.972477064	1	0.053238649	0.220668283	0.54392105	13	GLYCTK|MTHFD1L|MTHFD2|MDH2	BLCA
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.514354067	0.840724382	0.087309826	0.256572139	0.96392396	64	CACNA1F|PRKCB|ITPR1|ADCY6|CALM3|ITPR2|SRC|PLA2G12A|GNAS|ATF4|ADCY3|GRB2|PRKCA|MAPK1|GNA11|PLCB4|GNAQ|MAP2K3	BLCA
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.073170732	0.356255792	0.219250347	-0.523416527	-1.478414217	25	CD86|FAS|HLA-DMB|HLA-DQA2|HLA-DOA|HLA-DRB1|HLA-DRB5|HLA-DPA1|HLA-DRA|HLA-DMA|HLA-DQA1	BLCA
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.259860789	0.666938635	0.128788713	0.418563773	1.174567478	19	GLI3|SMO|FBXW11|GSK3B|BMP8B|WNT11|CSNK1A1|RAB23	BLCA
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	2.84E-05	0.000587575	0.575610261	-0.56110325	-1.925164043	63	CSF3R|ANPEP|IL7R|CD8B|CD3G|CD3E|IL1R2|CD3D|CD5|CD44|CD19|CD7|IL4R|MME|CD33|CSF1R|HLA-DRB1|MS4A1|CD8A|HLA-DRB5|CD4|CD2|ITGA4|HLA-DRA|FCER2|FCGR1A|CSF1|CSF2RA|CD1D|CD14	BLCA
KEGG	KEGG_HISTIDINE_METABOLISM	0.679646018	0.932409775	0.057852976	-0.329053008	-0.845756054	17	METTL2B|ALDH2|HAL|HNMT|HEMK1	BLCA
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.951724138	1	0.054343439	0.208323734	0.603531922	21	XRCC2|POLD4|RAD51B|RAD51D|RPA1|RAD51|POLD1|TOP3A	BLCA
KEGG	KEGG_HUNTINGTONS_DISEASE	0.291005291	0.698640343	0.130105631	0.250421903	1.05841257	137	DNAH2|DLG4|COX7A1|CLTCL1|DNAL4|GPX1|CASP9|POLR2G|HTT|ITPR1|AP2M1|POLR2E|SOD2|NRF1|UQCRHL|NDUFA4|AP2S1|DNAL1|DCTN2|TGM2|PLCB4|GNAQ|SLC25A4|NDUFA9|CREB3L2|COX6A1|UQCRH|NDUFS1|MT-ATP8|MT-CYB|HDAC1|COX6B1|PPARG|VDAC2	BLCA
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.001669972	0.01725638	0.455059867	0.538325701	1.878010672	43	ITGA2B|TPM2|ITGB3|ITGB5|CACNA1F|TPM4|ACTB|ITGB4|TPM1|ATP2A2|ITGAV|TGFB1|ACTG1|ITGB1|LMNA|ITGA6|DAG1|RYR2|EMD|TNF|ACE|TPM3|CACNB1|TGFB2|LAMA2|ITGA2	BLCA
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.150485437	0.482591229	0.178219875	0.34403845	1.221581734	48	IMPA2|PLCD4|PLCD3|PIP4K2B|PIK3CG|OCRL|CDIPT|INPP4B|INPPL1|PIP5K1C|IPPK|PLCB4|PI4KA|PIK3CB|TPI1|INPP5K|INPP5A|INPP5B	BLCA
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.888324873	1	0.062249043	0.198991293	0.82200616	111	PYGB|PTPRF|PRKAR1B|PRKAR2B|CALM3|AKT2|PIK3CG|SHC1|IRS1|PHKB|PDE3A|ARAF|GRB2|RPTOR|HK1|AKT1|ACACA|MAPK1|INSR|BAD|CRKL|TRIP10|MKNK1|EIF4E|GSK3B|PIK3CB|INPP5K|PRKAR1A|PHKA2|PCK2|PYGM|PYGL|MAPK3|CBL|FASN|PHKG1|LIPE|PRKAR2A|RAF1	BLCA
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	6.99E-05	0.001299423	0.538434096	-0.690820772	-1.983615114	27	CXCR4|CD86|HLA-DMB|HLA-DQA2|TNFRSF13C|HLA-DOA|HLA-DRB1|HLA-DRB5|HLA-DPA1|ITGA4|HLA-DRA|LTBR|HLA-DMA|ITGB7|MAP3K14|HLA-DQA1	BLCA
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.049235993	0.261654135	0.266350657	-0.38368313	-1.385096945	82	OSM|CSF3R|IL7R|SOCS3|IL2RG|IL13RA1|IL4R|IFNGR2|IFNAR1|CSF2RB|MYC|CSF2RA|IL10RB|IL10RA|IFNGR1	BLCA
KEGG	KEGG_LEISHMANIA_INFECTION	7.98E-07	3.71E-05	0.659444398	-0.619698836	-2.101539486	59	JUN|FOS|NFKBIA|C3|HLA-DMB|HLA-DQA2|PTGS2|FCGR3B|HLA-DOA|HLA-DRB1|IFNGR2|TLR2|HLA-DRB5|ITGB2|HLA-DPA1|CYBA|ITGA4|FCGR3A|HLA-DRA|FCGR1A|HLA-DMA|IFNGR1	BLCA
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.169191919	0.491714015	0.170932335	0.306352979	1.184782888	78	MYL9|JAM2|RAPGEF3|JAM3|VCL|CDH5|ACTB|CLDN5|BCAR1|CD99|ACTG1|ACTN1|PRKCB|ITGB1|CXCL12|PIK3CG|GNAI1|ACTN4|ESAM|ARHGAP35|MSN|PRKCA|TXK|ROCK2	BLCA
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.804029304	0.964835165	0.051635596	-0.344693158	-0.731473052	8	ALDH2|YOD1|HADHA	BLCA
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.576200418	0.870962457	0.073990144	0.501153166	0.921456836	4	ALOX15|PLA2G12A|PLA2G4A	BLCA
KEGG	KEGG_LONG_TERM_DEPRESSION	0.005952099	0.046128765	0.407017919	0.498228517	1.738502533	41	GNA12|GNAZ|IGF1R|RYR1|PRKCB|ITPR1|ITPR2|GNAI1|PLA2G12A|GNAS|PRKG2|GNAO1|ARAF|PRKCA|MAPK1|GNA11|PLCB4|GNAQ|PPP2CB|PPP2R1B|GNAI2|LYN|MAPK3|GNA13|RAF1	BLCA
KEGG	KEGG_LONG_TERM_POTENTIATION	0.186893204	0.534802091	0.158514105	0.331692523	1.17774489	48	RAPGEF3|PRKCB|ITPR1|CALM3|ITPR2|GRIN2D|ATF4|ARAF|PPP3R1|PRKCA|MAPK1|PLCB4|RPS6KA2|GNAQ	BLCA
KEGG	KEGG_LYSINE_DEGRADATION	0.118644068	0.441532545	0.202071709	0.372474233	1.291973449	40	PLOD1|SUV39H1|ALDH9A1|PLOD3|AASS|NSD2|ALDH1B1|PIPOX|HADH|OGDH|SETMAR	BLCA
KEGG	KEGG_LYSOSOME	0.161936561	0.491714015	0.139599673	-0.319479649	-1.199766325	104	SGSH|DNASE2|CTSS|SLC11A1|GAA|MCOLN1|NEU1|GM2A|LAPTM4A|TCIRG1|IGF2R|GALNS|CTSL|PPT1|CTSO|HEXB|CTSB|CTSH	BLCA
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.010145101	0.072952229	0.380730401	-0.339617516	-1.411852158	185	JUN|DDIT3|FOS|GADD45B|DUSP1|FAS|DUSP2|NR4A1|IL1R2|DUSP8|DUSP4|DUSP10|JUND|RELB|TGFBR1|CACNA2D4|PLA2G6|MYC|NTRK1|NFKB2|MRAS|ECSIT|MAP2K6|FGFR1|CACNA2D3|CD14|MKNK2|MAPK10|MAP3K14|RASGRP1|DUSP5|MAP3K12|RASGRP4|MAPK7|HSPA1B|TNFRSF1A|MAP3K20	BLCA
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.701923077	0.937184365	0.060248409	-0.609841355	-0.888748966	2	HES1|HHEX	BLCA
KEGG	KEGG_MELANOGENESIS	0.9513382	1	0.057005953	0.197070459	0.713226709	53	PRKCB|ADCY6|CALM3|GNAI1|GNAS|ADCY3|POMC|GNAO1|PRKCA|MAPK1|PLCB4|GNAQ|CREB3L2|GSK3B	BLCA
KEGG	KEGG_MELANOMA	0.280788177	0.69635468	0.127505315	0.317311597	1.107524749	44	FGF2|IGF1R|AKT2|PIK3CG|PDGFA|EGF|PDGFD|ARAF|AKT1|MAPK1|CCND1|BAD|PDGFB	BLCA
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.553488372	0.850816836	0.081751558	0.32287946	0.922225054	20	GSTA1|AKR1C1|GSTM2|GSTM4|GSTO1|AKR1C3|GSTM1|GSTM3|GSTK1	BLCA
KEGG	KEGG_MISMATCH_REPAIR	0.975265018	1	0.041154402	-0.199625953	-0.546684592	22	RPA3|SSBP1	BLCA
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.683134583	0.932409775	0.055826472	-0.269771183	-0.859946168	42	VEGFA|DDIT4	BLCA
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.41512605	0.830275229	0.079770592	-0.281158657	-1.026763591	87	ICAM1|FAS|FCGR3B|CD48|IFNGR2|TNFRSF10B|ITGB2|IFNAR1|CD247|FCGR3A|TYROBP	BLCA
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.34760274	0.78119569	0.090542895	-0.313179372	-1.077450417	64	C5AR1|FPR1|VIPR1|CYSLTR1|P2RY13|FPR2|OPRL1|GRID1|C3AR1|P2RY10|P2RY8|PTGER4|CNR2|LPAR6|LPAR1|P2RX4	BLCA
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.951585977	1	0.03967872	-0.191340705	-0.720774518	106	JUN|NFKBIA|CAMK4|RIPK2|NFKBIE	BLCA
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.535776614	0.840724382	0.068632563	-0.375479064	-0.940113565	15	BST1|NAMPT|NT5E	BLCA
KEGG	KEGG_NITROGEN_METABOLISM	0.159498208	0.491714015	0.146416238	-0.576437025	-1.32887295	11	CA4|HAL|CA1	BLCA
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000420648	0.005588609	0.498493109	-0.544614382	-1.826770985	53	CXCL8|TNFAIP3|NFKBIA|CXCL1|RIPK2|NLRP3|NOD2|MAPK10|BIRC3|HSP90B1|TRIP6|NAIP|CASP1|MEFV|NLRP1|HSP90AB1|IL1B|PYCARD|PSTPIP1	BLCA
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.798181818	0.96403778	0.051635596	-0.319960467	-0.723508434	10	POLM	BLCA
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.271634615	0.682757277	0.128142917	0.311438645	1.104264461	47	CASP9|PRKCB|ERBB2|AKT2|PIK3CG|EGF|ARAF|GRB2|AKT1|PRKCA|MAPK1|CCND1|BAD	BLCA
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.533106961	0.840724382	0.067518895	-0.30031993	-0.948434328	40	DLL1|MAML2|CIR1|LFNG|NOTCH1	BLCA
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.998281787	1	0.038796221	-0.146743544	-0.464924021	41	RPA3|XPA|RAD23A|CCNH|RPA2|XPC|ERCC4|CUL4A|GTF2H2|RFC2|POLD3|GTF2H1|RFC1|RFC3|RBX1|POLE4	BLCA
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.292978208	0.698640343	0.123257226	0.312704648	1.084655173	40	MGAT4B|MAN2A2|ALG10|MGAT5|GANAB|B4GALT2|MAN1A1|ST6GAL1|RPN2|DOLPP1|DPM3|MGAT3|RPN1|MAN2A1|RFT1|FUT8	BLCA
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.461358314	0.838228438	0.092259726	0.372686966	0.984286758	16	OR2L13|CALM3|ADCY3|PRKG2|GRK3	BLCA
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.977375566	1	0.052375908	0.213712086	0.543493136	14	TYMS|MTR|MTHFD1L|MTHFD2	BLCA
KEGG	KEGG_OOCYTE_MEIOSIS	0.495145631	0.840724382	0.090263548	0.247058025	0.974313233	85	YWHAH|IGF1R|ANAPC5|ITPR1|ADCY6|CALM3|YWHAG|ITPR2|ADCY3|CDC23|FBXW11|PPP3R1|BUB1|PLK1|MAPK1|RPS6KA2|SGO1|CDK1|PPP2CB|PPP2R1B|CDC20|ANAPC11|CCNB2|YWHAQ|CDK2|MAPK3|CAMK2G|PPP2R5A|YWHAZ	BLCA
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.217314488	0.592179883	0.12210792	-0.507261772	-1.226401378	13	NEU1|HEXB|MAN2B2|AGA|FUCA1	BLCA
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	1	1	0.05490737	0.14251316	0.572500881	92	COX7A1|ATP6AP1|UQCRHL|NDUFA4|ATP6V0E1|ATP6V1F|MT-ND3|NDUFA9|NDUFA11|COX6A1|ATP6V1E1|UQCRH|NDUFS1|MT-ATP8|MT-CYB|COX17|MT-ND5|COX6B1|MT-ND4L|MT-ND6|MT-ND4|COX11|ATP6V1A|NDUFS5|COX8A|ATP6V0A2	BLCA
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.473193473	0.838228438	0.090542895	0.377546515	0.982618706	15	GALNT12|GALNT10|GCNT1|GALNT2|GALNT1|ST3GAL1|C1GALT1	BLCA
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.716694772	0.937184365	0.053129805	-0.253384264	-0.853679678	55	GADD45B|PMAIP1|FAS|TNFRSF10B|SESN2|CCNG2|MDM4	BLCA
KEGG	KEGG_PANCREATIC_CANCER	0.653012048	0.920153341	0.074927882	0.239589569	0.89517247	62	CASP9|TGFB1|VEGFC|ERBB2|AKT2|PIK3CG|EGF|ARAF|IKBKG|AKT1|MAPK1|TGFB2|CCND1|BAD|RALB|STAT3|SMAD2|PIK3CB	BLCA
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.528673835	0.840724382	0.070619625	-0.407606919	-0.939665194	11	VNN2|BCAT2|PPCDC|PANK4	BLCA
KEGG	KEGG_PARKINSONS_DISEASE	0.992592593	1	0.055710423	0.174874776	0.705195805	94	COX7A1|CASP9|UBA7|UQCRHL|NDUFA4|PARK7|SLC25A4|UBE2J1|UBA1|MT-ND3|NDUFA9|SLC18A2|COX6A1|UQCRH|NDUFS1|MT-ATP8|MT-CYB|HTRA2|MT-ND5|COX6B1|MT-ND4L|MT-ND6|MT-ND4|VDAC2	BLCA
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.45631068	0.838228438	0.094975153	0.28168512	0.991527458	45	TUBB4B|ACTB|ACTG1|CTTN|TUBA1B|ITGB1|TUBA1C|ARPC1B|TUBB|KRT18|TUBB1|ARPC4|PRKCA|ROCK2|NCK2|RHOA|FYN|YWHAQ|TUBAL3|ARPC5|TUBB6	BLCA
KEGG	KEGG_PATHWAYS_IN_CANCER	0.261755486	0.666938635	0.102080108	-0.25543127	-1.093952998	232	CXCL8|JUN|FOS|NFKBIA|VEGFA|CSF3R|LEF1|FAS|LAMB3|TCF7|PTGS2|CSF1R|TGFBR1|CDH1|CDKN1B|MYC|NTRK1|NFKB2|FGFR1|ETS1|CSF2RA|SPI1|MMP9|TCF7L2|PPARD|MAPK10|BIRC3	BLCA
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.478070175	0.838877855	0.086539974	0.449792119	0.98733874	8	GUSB|AKR1B1|CRYL1|UGP2|UGT2B28	BLCA
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.440366972	0.838228438	0.093746542	0.341767862	1.001574507	22	PFKM|GPI|PGM1|ALDOA|G6PD|PFKL|TALDO1	BLCA
KEGG	KEGG_PEROXISOME	0.10952381	0.440781	0.208955028	0.340674334	1.265489499	59	CRAT|ABCD1|PAOX|ACOX1|SOD2|NUDT19|PEX10|HMGCL|PRDX5|FAR2|PIPOX|SCP2|PEX3|ACSL4|HSD17B4|PMVK|PEX7|PEX11B|CROT|IDH2|MLYCD|PEX26|GSTK1|GNPAT|FAR1|ACOT8|PEX13|PEX5|ACSL5|MPV17|EPHX2	BLCA
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.492273731	0.840724382	0.085288469	0.463305989	0.979831199	7	MAOB|PRDX6	BLCA
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.002364103	0.023143324	0.431707696	0.45195557	1.70035958	63	IMPA2|PLCD4|PLCD3|PRKCB|CDS2|DGKZ|DGKG|PIP4K2B|ITPR1|CALM3|ITPR2|PIK3CG|OCRL|DGKQ|CDIPT|DGKH|INPP4B|DGKI|INPPL1|PIP5K1C|DGKD|PRKCA|IPPK|PLCB4	BLCA
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.287477954	0.698640343	0.103576327	-0.418343968	-1.1290616	21	ALAS2|HMBS|HMOX2|BLVRB|FECH|COX15|CPOX|MMAB|BLVRA|HMOX1|PPOX|HCCS	BLCA
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.027962348	0.162531145	0.352487858	0.465545691	1.553522853	35	FABP4|MMP1|PLTP|LPL|FADS2|ME1|CPT1A|SLC27A4|ACOX1|CD36|PPARA|FABP5|SCP2|ACSL4	BLCA
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.749514563	0.940094457	0.057609111	-0.495053696	-0.812161175	3	CYP27A1	BLCA
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.003810611	0.032805279	0.431707696	-0.589749831	-1.726525426	28	IL7R|CD8B|CD3E|CD3D|IL2RG|CD19|CD79A|TNFRSF13C|PTPRC|CD8A|CD4	BLCA
KEGG	KEGG_PRION_DISEASES	0.146341463	0.482591229	0.151148761	-0.472721498	-1.33522376	25	HSPA5|C1QA|EGR1|NCAM1|NOTCH1|C1QB|C1QC|IL1B|PRKX	BLCA
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.516746411	0.840724382	0.087051587	0.256842307	0.968272717	66	CDC25A|IGF1R|ANAPC5|ADCY6|AKT2|PIK3CG|GNAI1|ADCY3|PDE3A|CCNA2|ARAF|CDC23|BUB1|AKT1|PLK1|MAPK1|RPS6KA2	BLCA
KEGG	KEGG_PROPANOATE_METABOLISM	0.821596244	0.97335606	0.062249043	0.248306705	0.759820702	26	ABAT|ALDH9A1|ACACA|ALDH1B1|ACSS2|MLYCD|ACSS1|PCCB	BLCA
KEGG	KEGG_PROSTATE_CANCER	0.78313253	0.952043468	0.049991391	-0.234491582	-0.828359475	74	NFKBIA|LEF1|TCF7|CDKN1B|FGFR1|TCF7L2|CREB5|HSP90B1|E2F1|FOXO1|HSP90AB1|CCNE1|PIK3R5|HRAS|BCL2|GSTP1	BLCA
KEGG	KEGG_PROTEASOME	0.348047538	0.78119569	0.089986079	-0.336678886	-1.063043059	39	PSME4|PSMA6|PSMD8|PSME2|PSMD7|PSMD12|PSMB10|PSMB4|PSME1|PSMC6|POMP|PSMB3|PSMD4|PSMB7|PSMC1|PSMB1|PSMC3|PSMB9|PSMA5|SEM1	BLCA
KEGG	KEGG_PROTEIN_EXPORT	0.405643739	0.830275229	0.08359906	-0.38434144	-1.037292741	21	HSPA5|SEC11C|IMMP2L|SPCS2|OXA1L|SEC62|SRP72	BLCA
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.608695652	0.893721618	0.07588869	0.36834745	0.892002515	12	AQP1|ATP1B2|CA2|ATP1A1|PCK2	BLCA
KEGG	KEGG_PURINE_METABOLISM	0.952145215	1	0.039115525	-0.193011743	-0.731272361	109	PDE3B|PDE4B|AK5|FHIT|PPAT|ADPRM|ENTPD1|PDE9A|NT5E	BLCA
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.920096852	1	0.058345278	0.199408806	0.786293778	82	NME4|NT5M|ENTPD6|POLR2G|UMPS|POLR2E|PNP|POLD4|TYMS|UCK1|POLA2|DPYD|POLR3A|ENTPD4|DCTD|POLA1|CAD|CTPS2|CMPK1|PRIM2|AK3|TK1|POLE|NME7|DTYMK|POLR3B|POLE3|POLD1|PRIM1|DUT	BLCA
KEGG	KEGG_PYRUVATE_METABOLISM	0.718072289	0.937184365	0.070113216	0.261305203	0.838470099	31	ME1|PKM|ALDH9A1|ACACA|AKR1B1|ALDH1B1|ACSS2|ACSS1|PCK2|MDH2|HAGHL	BLCA
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	1.10E-05	0.000255755	0.593325476	0.432652498	1.840256742	143	MYL9|ITGA2B|ITGB3|MYH9|SLC9A1|ITGB5|SSH1|GNA12|VCL|ACTB|ITGB4|FGF2|BCAR1|GSN|DIAPH1|ITGAV|LIMK1|ENAH|ACTG1|CFL1|RRAS|ACTN1|DOCK1|CYFIP1|ITGB1|PIP4K2B|ARPC1B|PIK3CG|PDGFA|ITGA6|ACTN4|ABI2|EGF|PDGFD|ARHGAP35|ARPC4|ARAF|MSN|PIP5K1C|PFN1|TMSB4Y|ARHGEF12|CSK|MAPK1|ROCK2|APC2|ITGAE|CRKL|PDGFB|F2R|MYLK|ITGA2	BLCA
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.965675057	1	0.053457214	0.204280491	0.549447928	17	ULK3|BECN1|ATG7|GABARAPL2|ULK1|ATG12|ATG5|ATG4D|ATG4A|PIK3C3|PRKAA1	BLCA
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.738461538	0.937184365	0.052375908	-0.253242086	-0.851373954	57	JUN|VEGFA	BLCA
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.494505495	0.840724382	0.075118164	-0.459195457	-0.974458282	8	ANPEP|MME	BLCA
KEGG	KEGG_RETINOL_METABOLISM	0.651943463	0.920153341	0.059731798	-0.358415782	-0.866538014	13	DGAT2|RETSAT|DGAT1|PNPLA4	BLCA
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.710176991	0.937184365	0.066436414	0.347635671	0.800944653	10	ACP2|MTMR2|ACP6	BLCA
KEGG	KEGG_RIBOSOME	1.40E-27	2.61E-25	1.365179602	-0.82677914	-3.018923678	82	RPL13|RPL32|RPL37|RPL6|RPS6|RPS16|RPL22|RPL9|RPS29|RPL26|RPS5|RPS12|RPS9|RPS3|RPS18|RPL18A|RPS15A|RPL31|RPL10A|RPL27|RPL7|RPS25|RPL18|RPL5|RSL24D1|RPS4X|RPS3A|RPS8|RPL24|RPL3|RPL35|RPL38|RPL29|RPL19|RPS13|RPL14|RPL28|RPL13A|RPL30|RPL34|RPL4|RPS7|RPLP2|RPS20|RPS15|RPL12|RPL27A|RPL11|RPS2|RPL7A|RPLP0|RPL37A|RPL22L1|RPS27|RPL8|RPL36|RPSA|RPL23|RPS21|RPL21|RPL39|RPS11|RPS28|RPS23|FAU|RPL10|RPS4Y1|RPL23A|RPS17|RPLP1|RPS24|RPS19|RPS27A|RPL36AL	READ
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.120748299	0.441532545	0.165656695	-0.391840772	-1.298258141	49	CXCL8|NFKBIA|ISG15|CXCL10|IRF7|MAPK10|DDX3X	BLCA
KEGG	KEGG_RNA_DEGRADATION	0.740677966	0.937184365	0.051845762	-0.249614879	-0.836448807	54	MPHOSPH6|EXOSC8|EXOSC5|PATL1|EXOSC2|HSPD1|LSM6|EXOSC9|LSM5|HSPA9|DIS3|WDR61|CNOT7|CNOT8|CNOT2|DCPS|LSM7|C1D|PAPOLG|DCP1B|LSM8|CNOT4|PNPT1	BLCA
KEGG	KEGG_RNA_POLYMERASE	0.818815331	0.97335606	0.048505984	-0.265365479	-0.749537084	25	POLR3H|POLR1E|POLR3K|POLR2K|POLR3G|POLR2J|POLR3F|POLR1D|POLR3D	BLCA
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.625581395	0.906087178	0.075309376	0.307171137	0.877358127	20	PAPSS2|GGT1|PAPSS1	BLCA
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.168246445	0.491714015	0.165656695	0.311260105	1.192167137	71	COL4A2|LAMB2|ITGA2B|ITGAV|CASP9|COL4A1|ITGB1|MAX|LAMC1|LAMB1|AKT2|PIK3CG|ITGA6	BLCA
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.843373494	0.984499055	0.046601507	-0.242784442	-0.742838513	34	VAMP2|USE1|STX10|STX3|STX8|STX5|SNAP47|BNIP1|STX2|STX12|STX7|TSNARE1	BLCA
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.951388889	1	0.04148804	-0.219770909	-0.625281199	26	NEU1|SGPL1|SMPD2|KDSR|CERK	BLCA
KEGG	KEGG_SPLICEOSOME	5.43E-06	0.000168474	0.610526878	-0.484409232	-1.873475355	121	HNRNPA1L2|SRSF5|PRPF38B|SRSF7|SNRPD2|RBMX|DDX5|SNRNP70|BCAS2|SNRPB2|SLU7|CWC15|THOC1|MAGOH|THOC3|U2SURP|PQBP1|HSPA1B|SNRPA|WBP11|HNRNPA1|SF3B1|HSPA6|SF3A3|PRPF3|LSM6|PRPF18|SNRPA1|RBM17|HSPA8|SYF2|SRSF10|HNRNPU|CCDC12|PLRG1|PUF60|SNRPF|ACIN1|SNRPC|CTNNBL1|XAB2|SRSF3|TRA2A|NCBP2|SNW1|EIF4A3|ZMAT2|PRPF6|SF3B5|LSM5|MAGOHB|SNRNP27|RBM22|TCERG1|SART1|ALYREF|PRPF4|CRNKL1|PRPF38A|SF3B6|SF3B2|SNRPD1|SF3B4|LSM7|SMNDC1|SRSF4|HSPA2|LSM8|CDC40|SNRPG|SNU13|DDX46|DHX16|DDX42|PPIH|PRPF40A|USP39|PHF5A|HNRNPM|HNRNPK|SF3A1|RBM25|PRPF31	BLCA
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.415137615	0.830275229	0.097215081	0.346832148	1.016415751	22	PYGB|GPI|PGM1|GBE1|GANC|PGM2L1|GUSB|HK1	BLCA
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.156108597	0.491714015	0.168238166	0.521504966	1.326243989	14	DHCR7|CEL|LIPA|SC5D	BLCA
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.219679634	0.592179883	0.140406239	0.506336834	1.226162226	12	COMT|STS|AKR1C1|HSD17B12|CYP19A1|AKR1C3	BLCA
KEGG	KEGG_SULFUR_METABOLISM	0.397350993	0.830275229	0.097544922	0.516488809	1.092305865	7	PAPSS2|PAPSS1|CHST12|SULT1A1|SUOX	BLCA
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.000701465	0.007674852	0.477270815	-0.596032146	-1.832358614	35	CD86|C3|HLA-DMB|HLA-DQA2|FCGR3B|HLA-DOA|FCGR2B|HLA-DRB1|C1QA|HLA-DRB5|HLA-DPA1|FCGR3A|HLA-DRA|FCGR1A|C1QB|HLA-DMA	BLCA
KEGG	KEGG_TASTE_TRANSDUCTION	0.539473684	0.840724382	0.07998588	0.426447149	0.936094192	8	ADCY6|GNAS|GNB1	BLCA
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.829827916	0.976886028	0.052163031	-0.392404488	-0.693623	4	GGT7	BLCA
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.542402827	0.840724382	0.068632563	-0.392314733	-0.948495149	13	IDI1|MVD|MVK|ACAT2|FDPS|HMGCR	BLCA
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.080097087	0.372451456	0.248911114	0.364629688	1.327462397	54	DCN|THBS1|ACVR1|TGFB1|ACVR2B|ACVRL1|ID1|LTBP1|TNF|MAPK1|ROCK2|TGFB2|SMAD5|RHOA|SMAD2|PPP2CB|BMP8B|PPP2R1B|SMAD6	BLCA
KEGG	KEGG_THYROID_CANCER	0.104347826	0.431304348	0.181383128	-0.481225514	-1.381785612	27	LEF1|TCF7|CDH1|MYC|NTRK1|TCF7L2	BLCA
KEGG	KEGG_TIGHT_JUNCTION	0.000101459	0.001715585	0.538434096	0.483221944	1.895965552	84	MYL9|TJP1|MYH9|MPDZ|JAM2|JAM3|ACTB|CLDN5|ACTG1|RRAS|ACTN1|CTTN|PRKCB|MYH11|AKT2|SRC|GNAI1|AMOTL1|ACTN4|MAGI1|TJP2|RAB13|PARD6A|PARD6G|LLGL2|EPB41L1|AKT1|PRKCA|SPTAN1|MAGI2|PPP2R2D|EXOC4|CTNNA1|PRKCQ|RHOA|PARD3	BLCA
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.00030717	0.004394896	0.498493109	-0.508031344	-1.781230716	71	CXCL8|JUN|FOS|NFKBIA|CD86|TLR2|IFNAR1|TLR8|CXCL10|IRF7|TLR1|MAP2K6|CD14|LY96|MAPK10	BLCA
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.848623853	0.984499055	0.059603704	0.244047841	0.715199186	22	MAOB|ALDH9A1|IDO1|ALDH1B1|HADH|OGDH	BLCA
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.884681583	1	0.044418115	-0.242297532	-0.710140893	29	SOCS3|HK2|MAPK10|PRKCE|CACNA1D|PIK3R5|IRS2	BLCA
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.101549053	0.431304348	0.183023938	-0.469822336	-1.376984941	29	CD86|FAS|HLA-DMB|HLA-DQA2|HLA-DOA|HLA-DRB1|HLA-DRB5|HLA-DPA1|HLA-DRA	BLCA
KEGG	KEGG_TYROSINE_METABOLISM	0.102088167	0.431304348	0.213927855	0.485564613	1.362584245	19	MAOB|TPO|FAH|COMT	BLCA
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.000486816	0.005787263	0.498493109	-0.464985605	-1.708215007	89	JUN|FOS|NFKBIA|CD8B|CD3G|CD3E|CD3D|PTPRC|CD8A|CD4|NFKBIE|CD247|MALT1|ITK|PDCD1|MAP3K14|RASGRP1	BLCA
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.991922456	1	0.036225476	-0.170941234	-0.661889125	123	SOCS3|UBE2D1|UBE4A|ANAPC13|CDC26|BIRC3|UBE2S|UBE2E2|UBE2B|NEDD4L|FZR1|SMURF2|FBXO2|CDC34|SYVN1|ANAPC10	BLCA
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.628415301	0.906087178	0.062939469	-0.421329295	-0.865389505	7	BCAT2|LARS2|IARS2	BLCA
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.933660934	1	0.058345278	0.200832244	0.682651032	37	ABAT|ALDH9A1|BCAT1|HMGCL|ALDH1B1|HADH|BCKDHB|PCCB|ACAD8|OXCT1|HADHB|ACADM|ACAA2|ACAT1	BLCA
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	9.76E-06	0.000255755	0.593325476	0.539221043	2.065287511	71	MYL9|NPR1|KCNMB1|CACNA1F|RAMP2|GNA12|KCNMB4|RAMP3|PRKCB|ITPR1|ADCY6|CALM3|MYH11|ITPR2|CALD1|PLA2G12A|GNAS|ADCY3|ARAF|PPP1R14A|ARHGEF12|MYL6B|KCNMA1|PRKCA|MYL6|MAPK1|ROCK2|GNA11|PLCB4|CALCRL|GNAQ|PRKCQ|MYLK|RHOA	BLCA
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.472019465	0.838228438	0.093145458	0.289502297	0.976984082	36	RAB11B|ADCY6|DYNLL2|GNAS|ADCY3|DYNC1LI2|DCTN2|DYNC1I1|CREB3L2|ARHGDIB|RAB5B	BLCA
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.190709046	0.537452767	0.157402899	0.32592449	1.185835112	55	HSPB1|MAPKAPK2|CASP9|PRKCB|AKT2|SRC|PIK3CG|NOS3|PLA2G12A|NFATC1|PPP3R1|AKT1|PRKCA|MAPK1|SPHK1|BAD|NFATC2|PIK3CB|SPHK2|PTK2|RAC1|NFAT5	BLCA
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.121065375	0.441532545	0.199915231	0.368509523	1.278221357	40	TJP1|ACTB|ATP6AP1|ARF1|ACTG1|PRKCB|GNAS|ADCY3|TJP2|ATP6V0E1|PRKCA|KDELR2|ATP6V1F|SEC61A1|ATP6V1E1|SLC12A2	BLCA
KEGG	KEGG_VIRAL_MYOCARDITIS	0.12414966	0.444073783	0.163180127	-0.389875698	-1.291747398	49	ICAM1|CD86|HLA-DMB|HLA-DQA2|HLA-DOA|HLA-DRB1|HLA-DRB5|ITGB2|HLA-DPA1|HLA-DRA	BLCA
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.739130435	0.937184365	0.051322333	-0.23008879	-0.859185926	99	JUN|LEF1|PORCN|TCF7|MYC|TCF7L2|PPARD|MAPK10|PPP2R5B|CSNK2B|PLCB1|FOSL1|FZD5|PRKX|PPP2R5E	BLCA
KEGG	KEGG_ABC_TRANSPORTERS	0.363802559	0.768946319	0.091679525	-0.372709443	-1.081202682	24	ABCA1|TAP1|ABCC5|ABCD2|ABCB8|ABCC4	BRCA
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.975056689	1	0.052589895	0.17289872	0.637649531	53	ZBTB16|TCF7L1|CCND1|FLT3|PIK3CD|CEBPA|PIK3CG|MTOR|AKT2|JUP|AKT1|STAT5B|RUNX1T1|GRB2|RAF1|PPARD|STAT5A|ARAF|NFKB1	BRCA
KEGG	KEGG_ADHERENS_JUNCTION	0.483253589	0.859275053	0.090824142	0.256544064	0.983237559	62	TJP1|ERBB2|PTPRB|NECTIN1|TCF7L1|CTNND1|ACTN4|ACTB|SORBS1|PTPRM|IQGAP1|ACTG1|CREBBP|PTPN6	BRCA
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.192100539	0.57421875	0.132147261	-0.358337688	-1.21474698	51	TNFRSF1B|NFKBIA|SOCS3|ACSL3|IRS1|MAPK8|LEPR|NFKBIE|JAK2|PRKAB2|AKT3|CD36|MAPK10|POMC|IKBKG|ADIPOR1|IRS2|NFKBIB|TNFRSF1A	BRCA
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.613034623	0.963762376	0.069613344	0.3171448	0.88555739	16	GPT2|ASS1|GOT1|CAD|ASL|GOT2|ABAT	BRCA
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.876923077	1	0.056059588	0.232674214	0.709011446	24	SLC9A3R2|ATP1B1|PIK3CD|PIK3CG	BRCA
KEGG	KEGG_ALLOGRAFT_REJECTION	0.061930783	0.414052174	0.245041785	-0.50276569	-1.492844035	26	CD86|FAS|HLA-DRB5|CD28|HLA-DMB|HLA-DRB1|HLA-F|CD40LG|HLA-B|HLA-G|HLA-A|HLA-DMA|HLA-DQA2	BRCA
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.762183236	1	0.057005953	-0.352178986	-0.744282597	6	PLA2G4A|PLA2G12A|PLA2G6	BRCA
KEGG	KEGG_ALZHEIMERS_DISEASE	0.539087948	0.903336561	0.064940768	-0.234787254	-0.923623408	126	FAS|MME|CACNA1D|NCSTN|BACE1|CASP3|EIF2AK3|CALM2|ADAM17|NDUFS4|ATF6|UQCRH|NDUFA10|NDUFA5|SDHA|NDUFA6|ERN1|BAD|NDUFS6|MT-CO1|NDUFS5|PLCB4|ADAM10|MT-CO3|NDUFA1|NDUFB5|CHP1|UQCRB|GRIN2D|COX4I1|COX7B|MT-ATP6|IL1B|PSEN1|BACE2|APH1A|CALM1|GNAQ|PPP3CC|TNFRSF1A	BRCA
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.250517598	0.619275461	0.123257226	0.406632815	1.183121714	19	DARS2|MARS2|VARS2|MTFMT|AARS2|YARS2|EARS2	BRCA
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.940133038	1	0.053238649	0.187300141	0.634939622	37	GNPNAT1|PGM1|HK3|GMPPB|PMM1|GMDS|GNPDA1|NAGK|GPI|PGM2|GNE|UGDH|UAP1|GALK1	BRCA
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.924050633	1	0.04468544	-0.207540242	-0.667009339	39	TNFRSF1B|CASP3|CCS|BAD|DERL1|CHP1|GRIN2D|MAP2K3|RAC1|PPP3CC|CASP1|TNFRSF1A|MAP3K5|GPX1|SOD1|PPP3CB|MAP2K6|MAPK14	BRCA
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.00599956	0.11159182	0.407017919	-0.479340676	-1.644960693	54	CD8B|HSPA5|HLA-DRB5|CD8A|TAP1|CTSS|HLA-DMB|CD74|HLA-DRB1|HSPA2|B2M|HLA-F|TAPBP|PDIA3|HLA-B|LTA|HLA-G|CTSB|HLA-A|HLA-DMA|CD4|HLA-DQA2|NFYB	BRCA
KEGG	KEGG_APOPTOSIS	0.393687708	0.799621102	0.08197788	-0.279712727	-1.025939726	78	NFKBIA|IL1RAP|NTRK1|FAS|CSF2RB|TNFRSF10C|TNFRSF10B|TNFSF10|CASP3	BRCA
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.283088235	0.642126973	0.107140237	-0.401453644	-1.151039047	23	PTGS2|PLA2G4A|CYP2U1|GPX7|GGT7	BRCA
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.196902655	0.57421875	0.146416238	0.369362577	1.232473489	34	ARG1|ASS1|ALDH1B1|NOS3|MAOA|PYCR3|GOT1|MAOB|PYCR1|ALDH3A2|ASL|ALDH7A1|GOT2|SRM|GATM	BRCA
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.857394366	1	0.046881986	-0.219060937	-0.718261716	42	LEF1|DSC2|CACNA1D|TCF7	BRCA
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.727272727	0.98739217	0.059860312	-0.352242762	-0.77192332	7	UGT2B28	BRCA
KEGG	KEGG_ASTHMA	0.165692008	0.550334169	0.150169802	-0.505829328	-1.292336359	15	HLA-DRB5|HLA-DMB|HLA-DRB1|CD40LG|HLA-DMA|HLA-DQA2	BRCA
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.064338235	0.414052174	0.241339977	-0.495105544	-1.478586676	27	CD86|FAS|HLA-DRB5|CD28|HLA-DMB|HLA-DRB1|TG|HLA-F|CD40LG|HLA-B|HLA-G|HLA-A|HLA-DMA|HLA-DQA2	BRCA
KEGG	KEGG_AXON_GUIDANCE	0.034001632	0.316215179	0.321775918	0.339159891	1.368330686	77	SEMA5A|SEMA3G|CXCL12|EPHA2|EFNB2|SEMA6A|SEMA3D|ABLIM2|SEMA4C|ABL1|NRP1	BRCA
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.558951965	0.911974259	0.077884011	0.310766972	0.932777691	23	SMO|TCF7L1|FZD2|APC2|AXIN2|TP53	BRCA
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.471559633	0.851554289	0.077679856	-0.315959681	-0.965799822	29	TAF7L|GTF2A2|TBPL1|TAF13|GTF2H2|GTF2B|GTF2H3|GTF2E2|TAF2|TAF9B|TAF4B	BRCA
KEGG	KEGG_BASE_EXCISION_REPAIR	0.040697942	0.360467485	0.321775918	0.445282595	1.451752461	32	FEN1|PCNA|NTHL1|POLE|PARP1|SMUG1|POLD4|NEIL2|UNG|POLE3|POLD2	BRCA
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.529652352	0.895593977	0.077274697	0.339664471	0.938373405	15	ALDH1B1|EHHADH|MLYCD|ALDH3A2|ALDH7A1|ABAT|SRM	BRCA
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.719230769	0.983653846	0.05909548	-0.298163488	-0.791255969	17	HACD2|HACD1	BRCA
KEGG	KEGG_BLADDER_CANCER	0.024844026	0.282831812	0.352487858	-0.523335411	-1.664319281	37	CXCL8|VEGFA|CDH1|E2F1|MMP9	BRCA
KEGG	KEGG_BUTANOATE_METABOLISM	0.10989011	0.414052174	0.199915231	0.440941489	1.343649376	24	BDH1|BDH2|ALDH1B1|EHHADH|PDHA1|ACAT2|ACADS|ALDH3A2|ALDH7A1|ACSM3|ABAT|ACAT1|PDHB	BRCA
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.221453287	0.613674171	0.119348441	-0.330301166	-1.177190548	69	FOS|JUN|NFKBIA|LILRB3|IFITM1|CD19|DAPP1|CD79A|NFKBIE|VAV3|SOS1	BRCA
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.715502555	0.983653846	0.05367696	-0.226117112	-0.841318462	88	BST1|OXTR|PTAFR|CAMK4|TRHR|PTGER3|VDAC3|CYSLTR1|CACNA1D|ATP2B1|CALM2|P2RX4|PHKG1|SPHK1|PRKACB	BRCA
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.865771812	1	0.057487741	0.212317136	0.752905515	45	TPM2|ATP1B1|TPM1|COX7A1	BRCA
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.007481374	0.115961298	0.407017919	-0.466832644	-1.681119744	72	ICAM1|CD8B|SELL|CDH1|VCAN|CD86|HLA-DRB5|CD28|NLGN1|CD8A|HLA-DMB|SELPLG|HLA-DRB1|PDCD1|PTPRC|CD58|HLA-F|MPZL1|NECTIN2|ITGB2|CD40LG|HLA-B|CLDN15|ICAM2|HLA-G|HLA-A|ITGB7|HLA-DMA|CD4|ITGA4|HLA-DQA2	BRCA
KEGG	KEGG_CELL_CYCLE	0.706953642	0.983653846	0.052912985	-0.217649445	-0.846937578	115	GADD45B|E2F1|CDC25C|CCNB1|CDKN2B|ORC4|GADD45G|MCM6|CCNE2|RBX1|CDKN1A|ORC5|CDC14A|CDC26|ANAPC10|TTK|CDK7|CDKN2C	BRCA
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.073409462	0.414052174	0.211400189	-0.346536273	-1.369160394	132	CXCL8|CXCR4|CXCL1|NFKBIA|CXCL10|CCR1|SHC2|CCR7|CXCL16|CCL3L3|CXCR1	BRCA
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.937391304	1	0.042246819	-0.191639057	-0.677632829	67	NFKBIA|E2F1|SHC2|CDKN1A|RUNX1|BRAF|SOS1|AKT3|E2F3|GAB2|BAD|TGFB2|NRAS|IKBKG|CDKN1B|TGFBR1	BRCA
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.673306773	0.967977208	0.063927193	-0.336954043	-0.832369563	12	PER1|BHLHE40|NR1D1	BRCA
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.19650655	0.57421875	0.145516146	0.387406843	1.226104729	27	PDHA1|ACLY|OGDH|MDH2|IDH2|MDH1|SDHD|SUCLA2|FH|IDH1|PDHB|PCK2|ACO2|CS	BRCA
KEGG	KEGG_COLORECTAL_CANCER	0.412780656	0.805166809	0.081526514	-0.289027759	-1.008562935	57	FOS|JUN|LEF1|TCF7|CASP3|MAPK8	BRCA
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.000682131	0.063438145	0.477270815	-0.677418734	-2.070678419	29	PLAU|PLAUR|CFD|C5AR1|SERPINA1|SERPING1|F5|C3|TFPI|CD55|CD46|C1QB|PROS1|C1QA	BRCA
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.637867647	0.967977208	0.062661823	-0.307626192	-0.882019042	23	CTH|SMS|LDHB|AMD1|DNMT3B|ENOPH1|TRDMT1|DNMT1|AHCYL2|MAT2B|MTR	BRCA
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	0.00028509	0.053026694	0.498493109	-0.520752802	-2.036900854	118	CXCL8|OSM|TNFRSF25|CXCR4|TNFRSF1B|CXCL1|IL1RAP|VEGFA|CSF3R|CXCL10|IL7R|FAS|CCR1|RELT|CSF2RB|KITLG|IL2RG|CCR7|TNFSF13B|IFNGR1|CXCL16|CCL3L3|CXCR1|CSF1|PDGFC|IFNGR2|TNFSF8|ACVR1B|TNFRSF10C|TNFRSF10B|TNFSF10|ACVR2A|IL10RB|LTBR|CXCL2|TNFSF4|IL7|LEPR|IL13RA1|CD40LG|CD27	BRCA
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.447037702	0.834320988	0.079343496	-0.307587316	-0.98377823	38	NFKBIA|CXCL10|POLR3G	BRCA
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.981981982	1	0.051951248	0.179129178	0.637596208	46	TPM2|TNF|TPM1|ADRB1|ACTB|RYR2|ITGB3|ACTG1|TPM4|PRKX|ADCY9|ITGA9|CACNB3|ITGB4	BRCA
KEGG	KEGG_DNA_REPLICATION	0.063736264	0.414052174	0.266350657	0.424753807	1.439417838	35	MCM3|FEN1|PCNA|POLE|RNASEH2A|MCM2|MCM5|POLD4|POLE3|POLD2|MCM4|RFC3|MCM7|POLD1	BRCA
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.649706458	0.967977208	0.064794337	-0.327841964	-0.851083939	16	NOTCH1|SPIRE1|SOS1|ETV7|ETV6	BRCA
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.567567568	0.915491336	0.074550078	0.313959076	0.926410162	20	GSTA1|FMO2|MAOA|MAOB|FMO5	BRCA
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.784067086	1	0.05909548	0.257991244	0.767243905	21	TK1|UMPS|NAT1|IMPDH1	BRCA
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	0.155756208	0.526739175	0.168238166	0.352747685	1.23760818	44	COL4A2|COL6A3|LAMB1|COL4A1|LAMB2|AGRN|HSPG2|GP5|FN1|SDC4|VWF|LAMA4	BRCA
KEGG	KEGG_ENDOCYTOSIS	0.826203209	1	0.068311086	0.191067653	0.859880946	157	CLTCL1|IL2RB|HSPA1L|AGAP1|ASAP3|ARAP3|ADRB2|PSD4|RAB11FIP1|PLD1|GIT1|HSPA1B|KDR|HSPA1A|IQSEC2|VPS4A|ADRB1|GRK2|DNM1|IQSEC1|EHD2	BRCA
KEGG	KEGG_ENDOMETRIAL_CANCER	0.921171171	1	0.05490737	0.199566364	0.71034076	46	ERBB2|TCF7L1|APC2|CCND1|PIK3CD|PIK3CG|AXIN2|TP53|ELK1|AKT2	BRCA
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.01068112	0.152822185	0.380730401	-0.506368837	-1.726919973	53	CXCL8|JUN|CXCL1|NFKBIA|CXCR1|ATP6V0B|TCIRG1|ATP6V0A1|CASP3|MAPK8	BRCA
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.111304348	0.414052174	0.175204048	-0.378976707	-1.340055943	67	NRG1|AREG|JUN|SHC2|EREG|GAB1|CDKN1A|MAPK8|BRAF|SOS1|RPS6KB1|NCK2|MAP2K4|AKT3|CAMK2D	BRCA
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.101923077	0.414052174	0.193813303	-0.520494035	-1.381269097	17	PLA2G7|LPCAT2|CHPT1|PLA2G4A	BRCA
KEGG	KEGG_FATTY_ACID_METABOLISM	0.205752212	0.588767869	0.142901149	0.381132096	1.229682932	30	ALDH1B1|ACAA2|ACOX1|EHHADH|ACOX3|ACSL1|ACAT2|ECI1|ACADS|ACADVL|ALDH3A2|ALDH7A1|ACAT1|CPT2|CPT1A|ACSL5|GCDH	BRCA
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.939675174	1	0.055364284	0.188468427	0.696206445	54	VAV2|TNF|SYK|MAPK13|PRKCE|PIK3CD|INPP5D|PLCG2|PIK3CG|AKT2|PLCG1|VAV1|AKT1|PDPK1|MAP2K7|GRB2|RAF1	BRCA
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.969747899	1	0.039115525	-0.177610586	-0.655645524	83	FCGR1A|MARCKS|PLA2G4A|PTPRC|FCGR2A|LIMK2|SPHK1|ARPC1B|CDC42|VAV3|RPS6KB1|FCGR3A|WASF1|ASAP1|AKT3	BRCA
KEGG	KEGG_FOCAL_ADHESION	0.358638743	0.768946319	0.114750719	0.236212517	1.046717254	137	PARVA|FLNC|COL4A2|ERBB2|FLNB|COL6A3|LAMB1|COL4A1|MYL9|LAMB2|VAV2|CCND1|PXN|KDR|FN1|ACTN4|PIK3CD|BCAR1|CCND2|ACTB|PAK4|PIK3CG|VWF|LAMA4|PPP1CA|ITGB3|ACTG1|TLN2|FLNA|ELK1|RAPGEF1|AKT2|FLT1|ARHGAP35|BIRC3|VEGFB|VAV1|AKT1|SHC1	BRCA
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.658102767	0.967977208	0.064648457	-0.379113529	-0.830809332	7	ALPL	BRCA
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.485074627	0.859275053	0.077073673	-0.316803549	-0.953536051	28	KHK|ALDOB|PFKFB3	BRCA
KEGG	KEGG_GALACTOSE_METABOLISM	0.88	1	0.049291766	-0.241245162	-0.674226416	21	GAA|B4GALT1|GLB1|PFKP|GLA|MGAM|HK1|GALK2|UGP2	BRCA
KEGG	KEGG_GAP_JUNCTION	0.898450947	1	0.043712583	-0.198324424	-0.699390225	63	TUBB2A|PDGFC|PDGFD	BRCA
KEGG	KEGG_GLIOMA	0.892280072	1	0.045953808	-0.206139865	-0.698803913	51	E2F1|SHC2|CDKN1A|CALM2|BRAF|SOS1|AKT3|CAMK2D|E2F3|PDGFB	BRCA
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.149280576	0.514188649	0.152144922	-0.402921928	-1.281946482	36	ANPEP|GPX7|GSTM1|MGST2|MGST3|GSTM4|SMS|GGT7|GSTM5|TXNDC12	BRCA
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.228007181	0.613674171	0.119887845	-0.36816339	-1.177522963	38	DGAT2|GPAT3|DGKI|AGPAT4|MBOAT2|DGKE|LCLAT1|MBOAT1	BRCA
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.002049201	0.076230259	0.431707696	-0.525982355	-1.805021652	54	MBOAT7|ACHE|LPCAT2|GPAT3|CHPT1|ADPRM|PLA2G4A|CRLS1|PCYT1B|DGKI|AGPAT4|PEMT|MBOAT2|DGKE|LCLAT1|MBOAT1	BRCA
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.694390716	0.983653846	0.061036373	-0.302338985	-0.811095451	18	ALAS2|CTH|GLDC	BRCA
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.22972973	0.613674171	0.135740944	0.339976672	1.168005249	40	ALDH1B1|PGM1|HK3|ENO2|PDHA1|ALDOA|ACSS1|BPGM|ENO3|ALDH3B1|GPI|ALDH3A2|ALDH7A1|GAPDH|PFKM|PKM|PFKL|PDHB|PGAM1|PGM2	BRCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.182692308	0.566346154	0.14122512	-0.476375432	-1.264188671	17	CHST7|CHST11|CHSY1|CHPF2|CSGALNACT2|CHST15	BRCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.672801636	0.967977208	0.065235306	0.303793834	0.83927546	15	B3GAT1|HS3ST3B1|EXTL3|B3GAT3	BRCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.878850103	1	0.052805005	0.267215386	0.664134395	10	B3GNT7|B4GALT2|ST3GAL2|CHST2|ST3GAL3	BRCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.099804305	0.414052174	0.197822021	-0.535354906	-1.389791461	16	SGSH|GALNS|ARSB|HEXB	BRCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.250485437	0.619275461	0.118815039	-0.505587895	-1.211552592	10	HEXB|SLC33A1|GLB1|ST3GAL1|ST3GAL5	BRCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.736220472	0.992297159	0.05909548	-0.331963849	-0.755335216	8	HEXB|ST3GAL1|GLA	BRCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.621782178	0.963762376	0.067518895	0.340767917	0.881221723	11	FUT4|FUT7|B4GALT2	BRCA
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.061657033	0.414052174	0.252961123	-0.566729385	-1.534144061	19	PIGA|PIGU|PIGF|PIGC|PIGN|PIGK|PIGT|PIGB|PIGO|PIGP	BRCA
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.93373494	1	0.048995409	0.226910189	0.607063422	13	MDH2|MTHFD1|MDH1|GLYCTK|ACO2|CS	BRCA
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.657487091	0.967977208	0.058098358	-0.242158689	-0.855432187	64	JUN|PLA2G4A|CACNA1D|MAPK8|CALM2|PRKACB|CDC42|SOS1|MAP2K4|CAMK2D|MAPK10|PLA2G12A|PLCB4|PLA2G6|NRAS|MAP2K3|CALM1|GNAQ	BRCA
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.129326047	0.462589323	0.165656695	-0.449664381	-1.335172231	26	CD86|FAS|HLA-DRB5|CD28|HLA-DMB|HLA-DRB1|HLA-F|HLA-B|HLA-G|HLA-A|HLA-DMA|HLA-DQA2	BRCA
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.468208092	0.851554289	0.08063885	-0.362015499	-0.979980821	19	PTCH1|BMP6|RAB23|PRKACB|CSNK1G3	BRCA
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.001633354	0.075950952	0.455059867	-0.549413687	-1.940818861	64	CD8B|CSF3R|ANPEP|CD5|IL7R|CD3E|CD3D|HLA-DRB5|CD3G|MME|FCGR1A|CD8A|KITLG|CD14|CSF1|CD44|HLA-DRB1|CD55|CD7|CD19|MS4A1|IL7|TFRC|CD33|CD1C	BRCA
KEGG	KEGG_HISTIDINE_METABOLISM	0.402489627	0.799621102	0.093145458	0.374161047	1.05706301	17	ALDH1B1|MAOA|MAOB|ALDH3B1|HAL|ALDH3A2|ALDH7A1	BRCA
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.948717949	1	0.051114795	0.199947034	0.599380954	22	POLD4|POLD2|RAD51D|POLD1|MUS81|RAD50|XRCC2|RPA1|RPA2|SEM1|POLD3|NBN|SSBP1|RPA3|BLM|RAD51|TOP3A|RAD51C|MRE11|BRCA2|RAD52|RAD51B	BRCA
KEGG	KEGG_HUNTINGTONS_DISEASE	1	1	0.057852976	0.140415761	0.623056773	139	CLTCL1|NDUFA9|PPARG|SLC25A4|COX7A1|TGM2|DCTN1|NDUFS2|NDUFB8|NDUFB7|TAF4|IFT57|NRF1|CREBBP|TP53|DLG4|CASP8|SDHD|PLCB3|CREB3L4|UQCRC1|APAF1|DNAL1|NDUFV3|NDUFV1|POLR2B|PLCB1|DNAL4|NDUFB2|COX8A|CYC1|NDUFS3|ITPR1|HDAC1|NDUFC1|HIP1|HTT|SP1	BRCA
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.920454545	1	0.055364284	0.203775104	0.70795315	43	TPM2|TNF|TPM1|ACE|ACTB|RYR2|ITGB3|ACTG1	BRCA
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.280542986	0.642126973	0.121543282	0.31099187	1.119709196	48	PLCD3|IMPA2|PIK3C2B|INPP1|PLCD4|PIK3CD|PLCG2|PIK3CG|PIP4K2B|ITPKB|IPPK|PI4KB|PLCG1|PLCB3|INPP5E|OCRL|PLCB1|IPMK|PLCD1|ALDH6A1	BRCA
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.947986577	1	0.040084563	-0.183026995	-0.707786591	111	SOCS3|PDE3B|SHC2|IRS1|MAPK8|CALM2|SH2B2|RHEB|PHKG1|EIF4E|PRKACB|BRAF|SOS1|PRKAB2|RPS6KB1|AKT3|RHOQ|RPS6|PYGL|MAPK10|MKNK2|BAD	BRCA
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.028891422	0.282831812	0.352487858	-0.555700894	-1.672584912	28	CXCR4|CD86|HLA-DRB5|CD28|TNFSF13B|HLA-DMB|HLA-DRB1|LTBR|CD40LG|ITGB7|HLA-DMA|ITGA4|HLA-DQA2	BRCA
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.256366723	0.619275461	0.108394256	-0.308363177	-1.133081015	82	OSM|CSF3R|SOCS3|IL7R|CSF2RB|IL2RG|IFNGR1|IFNGR2|IL10RB|IL7|LEPR|IL13RA1|JAK2|PIAS1|SOS1|PIAS2|GHR|AKT3|STAT1|IL10RA|IFNAR1	BRCA
KEGG	KEGG_LEISHMANIA_INFECTION	0.004377467	0.097401378	0.407017919	-0.551517727	-1.930138713	59	PTGS2|FOS|JUN|NFKBIA|HLA-DRB5|FCGR1A|C3|HLA-DMB|IFNGR1|FCGR3B|HLA-DRB1|IFNGR2|FCGR2A|CYBA	BRCA
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.1775	0.559576271	0.165656695	0.292926951	1.178116426	79	VCAM1|CDH5|CXCL12|RAPGEF3|JAM2|MYL9|VAV2|CTNND1|PXN|PTK2B|MAPK13|ACTN4|PIK3CD|BCAR1|ACTB|SIPA1|PLCG2	BRCA
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.073022312	0.414052174	0.237793834	0.611295085	1.460713915	9	ALDH1B1|EHHADH|ALDH3A2|ALDH7A1|YOD1|ECHS1	BRCA
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.074074074	0.414052174	0.237793834	-0.769434162	-1.433234123	4	PLA2G4A|ALOX15|PLA2G12A|PLA2G6	BRCA
KEGG	KEGG_LONG_TERM_DEPRESSION	1	1	0.040247757	-0.127054909	-0.413583509	41	PLA2G4A|BRAF|PLA2G12A|PPP2CB|PLCB4|PLA2G6|NRAS|GNAI3|GNAQ|PRKCA|IGF1R|GNA13	BRCA
KEGG	KEGG_LONG_TERM_POTENTIATION	0.966071429	1	0.042077211	-0.179873748	-0.601943571	48	CAMK4|RAP1B|CALM2|RAP1A|PRKACB|BRAF|CAMK2D|PLCB4|CHP1|GRIN2D|NRAS|CALM1|GNAQ|PPP3CC	BRCA
KEGG	KEGG_LYSINE_DEGRADATION	0.141230068	0.495637598	0.178219875	0.36196445	1.245341858	41	ALDH1B1|SETD7|SETD1A|PIPOX|EHHADH|SETD1B|NSD2|EHMT2|OGDH|ACAT2|EHMT1|SETDB1|AASS|AASDHPPT|ALDH3A2|ALDH7A1|ACAT1|PLOD1	BRCA
KEGG	KEGG_LYSOSOME	0.006726969	0.113746923	0.407017919	-0.445529707	-1.70014416	105	SGSH|LAPTM4A|MCOLN1|SLC11A1|GALNS|PPT1|ARSB|CTSS|ASAH1|GAA|AP1S2|HEXB|DNASE2|ATP6V0B|TCIRG1|ATP6V0A1|CTSZ|CTSH|CTSF|SLC17A5|CTSW|GM2A|CTNS|IGF2R|AP4E1|SCARB2|AP4S1|NEU1|GNPTG|GLB1|LIPA|LAPTM5|AGA|GALC|ARSA|ATP6AP1|CTSB|GUSB|MANBA	BRCA
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.12863706	0.462589323	0.151148761	-0.295780823	-1.234635572	187	FOS|JUN|DDIT3|DUSP4|DUSP1|GADD45B|NTRK1|DUSP2|FAS|CD14|DUSP10|DUSP8|PLA2G4A|GADD45G|CACNA1D|MAP4K3|JUND|RAP1B|HSPA2|DUSP14|RASA1|CASP3|MAPK8|RELB|MAP2K5|RAP1A|PRKACB|NLK|CDC42|FGF13|MAP3K13|BRAF|SOS1|RASA2|MAP2K4|AKT3|STK3|NR4A1|PDGFB|MAP3K8|RPS6KA5|MAPK10|MKNK2|PLA2G12A|IL1R2|TGFB2|ARRB2|PPM1B|NF1|PLA2G6|ARRB1	BRCA
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.9	1	0.050498304	0.406679591	0.624272816	2	HHEX|HES1	BRCA
KEGG	KEGG_MELANOGENESIS	0.742659758	0.993774928	0.052589895	-0.234335039	-0.810585043	55	LEF1|KITLG|TCF7|CALM2|PRKACB|CAMK2D|MITF|PLCB4|POMC|NRAS|GNAI3|CALM1|GNAQ|FZD5|CREB1|FZD1|PRKCA	BRCA
KEGG	KEGG_MELANOMA	0.347048301	0.75942334	0.093145458	-0.321771774	-1.060745918	44	CDH1|E2F1|PDGFC|PDGFD|CDKN1A|FGF13|BRAF|AKT3|E2F3|MITF|PDGFB|BAD|PDGFA|NRAS	BRCA
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.380038388	0.785412668	0.091968614	-0.377348562	-1.04023841	20	UGT2B28|GSTM1|MGST2|MGST3|GSTM4|GSTM5|CYP1B1	BRCA
KEGG	KEGG_MISMATCH_REPAIR	0.467948718	0.851554289	0.086286563	0.337302891	1.011132424	22	PCNA|POLD4|POLD2|RFC3|MSH6|POLD1	BRCA
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.646126761	0.967977208	0.05998925	-0.262084983	-0.859329883	42	VEGFA|DDIT4|RHEB|EIF4E|HIF1A|BRAF|RPS6KB1|AKT3|RPS6	BRCA
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.28109029	0.642126973	0.102821843	-0.299225824	-1.113335512	88	ICAM1|FAS|SHC2|IFNGR1|FCGR3B|TYROBP|IFNGR2|TNFRSF10C|TNFRSF10B|TNFSF10|CASP3|ITGB2|CD244|HLA-B|VAV3|ICAM2|BRAF|SOS1|FCGR3A|HLA-G|HLA-A	BRCA
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.071304348	0.414052174	0.222056046	-0.40361885	-1.427190192	67	C5AR1|FPR1|P2RY6|FPR2|P2RY13|OXTR|PTAFR|TRHR|P2RY8|VIPR2|PTGER3|CYSLTR1|VIPR1|LEPR|P2RX4|C3AR1|GRID1|PTGIR|GHR|P2RY1|CHRNB1	BRCA
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.221088435	0.613674171	0.118287526	-0.304246292	-1.160266981	107	JUN|NFKBIA|NTRK1|SHC2|CAMK4|RIPK2|RAP1B|GAB1|IRS1|MAPK8|BEX3|MAP2K5|CALM2|SH2B2|RAP1A|NFKBIE|CDC42|BRAF|SOS1|IRAK3|AKT3|CAMK2D|YWHAZ|RPS6KA5|IRAK4|MAPK10|BAD	BRCA
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.099415205	0.414052174	0.197822021	-0.545727974	-1.39427286	15	BST1|NT5C3A|NAMPT|NMRK1|PNP|NT5C2	BRCA
KEGG	KEGG_NITROGEN_METABOLISM	0.012955171	0.172118696	0.380730401	-0.734212674	-1.77803194	11	CA4|CTH|GLUL|GLS|CA13	BRCA
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.024667851	0.282831812	0.352487858	-0.462518782	-1.577373772	53	CXCL8|TNFAIP3|CXCL1|NFKBIA|RIPK2|NAIP|MAPK8|CXCL2	BRCA
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.651485149	0.967977208	0.065235306	0.328926111	0.850598958	11	FEN1|PRKDC|XRCC5|LIG4|XRCC4|RAD50|DCLRE1C|XRCC6	BRCA
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.943693694	1	0.053787281	0.191737959	0.686673762	47	ERBB2|CCND1|RXRB|PIK3CD|PLCG2|PIK3CG|TP53|E2F2|AKT2|PLCG1|AKT1|RASSF1|PDPK1|GRB2|RAF1|ARAF|CDK4|CDKN2A|MAPK3	BRCA
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.546697039	0.907907582	0.081302735	0.276587319	0.951601092	41	JAG2|DTX1|JAG1|DTX4|NOTCH4|RBPJ	BRCA
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.897494305	1	0.056648418	0.211634362	0.728129875	41	PCNA|POLE|POLD4|DDB1|POLE3|POLD2|RFC3|ERCC4|ERCC3|ERCC2|POLD1|CUL4A|XPC	BRCA
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.06749556	0.414052174	0.23112671	-0.448447319	-1.45976584	41	ALG11|MAN1C1|ALG6|ALG5|DAD1|B4GALT1|ALG8|MAN1A2|RFT1|STT3B|MGAT1|MGAT4A|RPN1|MAN1A1|MAN2A1|DDOST|DPM1|DPAGT1|ALG13|STT3A|FUT8|RPN2|DPM2|MAN1B1|MGAT3	BRCA
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.176125245	0.559576271	0.145516146	-0.488611179	-1.268443861	16	OR2B6|CALM2|OR2W3|PRKACB|CAMK2D|ARRB2|CALM1	BRCA
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.08	0.414052174	0.224966094	0.526954901	1.450039208	14	TYMS|DHFR|SHMT1|GART|MTFMT|MTHFD1|SHMT2	BRCA
KEGG	KEGG_OOCYTE_MEIOSIS	0.981481481	1	0.038637237	-0.169428518	-0.626731134	85	CDC25C|CCNB1|CCNE2|RBX1|PPP2R5B|AURKA|CDC26|CALM2|ANAPC10|PRKACB|SPDYC	BRCA
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.099601594	0.414052174	0.199915231	-0.551929839	-1.377573517	14	HEXB|NEU1|GLB1|FUCA2|AGA|MANBA|MAN2B2	BRCA
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.605351171	0.962353143	0.060640401	-0.237152439	-0.894118048	93	PPA2|ATP6V0B|TCIRG1|ATP6V0A1|NDUFS4|ATP6AP1|ATP6V1D|UQCRH|NDUFA10|NDUFA5|ATP6V0A2|SDHA|NDUFA6|PPA1|NDUFS6|MT-CO1|NDUFS5|MT-CO3|NDUFA1|MT-ND2|NDUFB5|UQCRB|COX4I1|COX7B|MT-ATP6	BRCA
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.788649706	1	0.05559471	-0.288173079	-0.748102764	16	GCNT4|C1GALT1|GALNT6|ST3GAL1|GALNT14	BRCA
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.232924694	0.613674171	0.116739205	-0.339364982	-1.164603973	54	GADD45B|FAS|PMAIP1|CCNB1|GADD45G|CCNE2|TNFRSF10B|CDKN1A|CASP3|SESN2|CD82|RCHY1	BRCA
KEGG	KEGG_PANCREATIC_CANCER	0.869863014	1	0.044954307	-0.206287212	-0.725049436	62	VEGFA|E2F1|MAPK8|CDC42|BRAF|AKT3|STAT1|E2F3|BRCA2|MAPK10|BAD|TGFB2|IKBKG|RALGDS|TGFBR1|RAC1|EGF|TGFBR2|SMAD4|RB1|SMAD2|RAD51	BRCA
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.507042254	0.87962963	0.078711381	-0.388653177	-0.941195632	11	VNN2|VNN1|PPCDC	BRCA
KEGG	KEGG_PARKINSONS_DISEASE	0.570951586	0.915491336	0.063359701	-0.241190795	-0.911747171	95	VDAC3|UBE2L6|CASP3|UBE2G1|UBE2L3|NDUFS4|UBB|UQCRH|NDUFA10|NDUFA5|SDHA|PINK1|SLC18A2|NDUFA6|NDUFS6|MT-CO1|NDUFS5|MT-CO3|NDUFA1|UBE2J1|MT-ND2|NDUFB5|UQCRB|VDAC1|COX4I1|COX7B|MT-ATP6	BRCA
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.263063063	0.627304227	0.110564716	-0.33900023	-1.119216472	45	TUBB2A|CDH1|CD14|KRT18|ARPC1B|CDC42|EZR|NCK2|TUBA4A	BRCA
KEGG	KEGG_PATHWAYS_IN_CANCER	0.085585586	0.414052174	0.186432558	-0.295953889	-1.272109558	233	CXCL8|PTGS2|FOS|JUN|NFKBIA|VEGFA|CSF3R|NTRK1|CDH1|FAS|E2F1|LEF1|KITLG|CDKN2B|MMP9|TCF7|PTCH1|EGLN3|CCNE2|LAMB3|RBX1|CDKN1A|CASP3|MAPK8	BRCA
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.234251969	0.613674171	0.124434169	-0.546216905	-1.242836729	8	UGT2B28|CRYL1|GUSB	BRCA
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.911985019	1	0.046881986	-0.226058529	-0.637095303	22	ALDOB|DERA	BRCA
KEGG	KEGG_PEROXISOME	0.67654321	0.967977208	0.074362538	0.234512334	0.888112669	61	PEX11B|ACOX1|PMVK|PIPOX|EHHADH|PEX12|ACOX3|ACSL1|MLYCD|PEX13|PEX10|IDH2|HSD17B4|PEX26|IDH1|ECH1	BRCA
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.197580645	0.57421875	0.138805109	0.559988026	1.26401053	7	MAOA|GOT1|MAOB|ALDH3B1|GOT2|PRDX6	BRCA
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.361045131	0.768946319	0.10797236	0.272795641	1.050777331	63	PLCD3|IMPA2|DGKH|PIK3C2B|INPP1|PLCD4|PIK3CD|INPP5D|PLCG2|DGKQ|PIK3CG|PIP4K2B|ITPKB|IPPK|PI4KB|PLCG1|PLCB3|ITPR3|INPP5E|OCRL|DGKZ	BRCA
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.419047619	0.805166809	0.086034724	-0.361581413	-1.010539396	21	ALAS2|UGT2B28	BRCA
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.30044843	0.673294073	0.116234149	0.329338749	1.108426717	36	FABP4|PPARG|ACOX1|MMP1|EHHADH|RXRB|ACOX3|ACSL1|SORBS1	BRCA
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.105809129	0.414052174	0.197822021	-0.801824175	-1.361305574	3	CYP27A1	BRCA
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.026934864	0.282831812	0.352487858	-0.56644249	-1.704915671	28	CD8B|IL7R|CD3E|CD3D|CD8A|IL2RG|TAP1|PTPRC|CD19|CD40LG|CD79A	BRCA
KEGG	KEGG_PRION_DISEASES	0.111111111	0.414052174	0.179782316	-0.471303974	-1.38020063	25	HSPA5|EGR1|NOTCH1|C1QB|C1QA|PRKACB	BRCA
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.940273038	1	0.041237609	-0.186790571	-0.662107503	65	PDE3B|CDC25C|CCNB1|MAPK8|CDC26|ANAPC10|PRKACB|SPDYC|BRAF	BRCA
KEGG	KEGG_PROPANOATE_METABOLISM	0.558951965	0.911974259	0.077884011	0.293145132	0.927775643	27	ALDH1B1|EHHADH|MLYCD|ACSS1|ACAT2|SUCLA2|ALDH3A2|ALDH7A1|ABAT|ACAT1|ALDH6A1	BRCA
KEGG	KEGG_PROSTATE_CANCER	0.49	0.859811321	0.070789909	-0.264752559	-0.961549363	75	NFKBIA|E2F1|LEF1|PDGFC|TCF7|PDGFD|CCNE2|CDKN1A|CREB5|BRAF|SOS1|AKT3|E2F3|HSP90B1|PDGFB|AR	BRCA
KEGG	KEGG_PROTEASOME	0.963833635	1	0.042759143	-0.184864291	-0.594131565	39	PSME4|PSMD6|POMP|PSMA3|PSMB1|PSMB9|PSMA4|PSME2|PSME1|PSME3|PSMB8|PSMB3|PSMC1|PSMC6|PSMD7|PSMD13|PSMD11|PSMB10|PSMA5|PSMD14|SEM1|PSMD12|PSMA6|PSMD8|PSMD1|PSMD4|PSMB2|PSMB4|PSMF1|PSMA7|PSMB6|PSMB7|PSMD2|PSMB5|PSMC4|PSMC2|PSMC5|PSMC3|PSMD3	BRCA
KEGG	KEGG_PROTEIN_EXPORT	0.078095238	0.414052174	0.222056046	-0.52939496	-1.479540825	21	HSPA5|SPCS2|SEC11C|IMMP2L|SEC63|SEC11A	BRCA
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.098591549	0.414052174	0.202071709	-0.582944487	-1.411708015	11	CA4|ATP1A3|GLS	BRCA
KEGG	KEGG_PURINE_METABOLISM	0.41989882	0.805166809	0.079343496	-0.257600686	-0.990294469	109	PDE4B|PDE3B|FHIT|ADPRM|PDE6H|NT5C3A|POLR3G|ADSL|ENTPD5|PNPT1|PDE4D|AK5|PDE7B|POLE2|NME3|PNP|NME7|POLR3F|NT5C2|NUDT9|DCK|GUK1|PRIM1|POLR2J|GMPS|PDE6G|POLR2K|PDE9A|PDE7A	BRCA
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.707021792	0.983653846	0.07113274	0.218708777	0.887454898	82	TK1|TYMS|POLR1B|NUDT2|POLE|UMPS|POLD4|TXNRD2|POLR1A|CAD|POLE3|POLD2|POLR3A|NME4|DUT	BRCA
KEGG	KEGG_PYRUVATE_METABOLISM	0.10738255	0.414052174	0.204294757	0.408591747	1.332129487	32	ME3|ALDH1B1|PDHA1|ACSS1|ACAT2|MDH2|MDH1|ALDH3A2|ALDH7A1|PKM|ACAT1|PDHB|AKR1B1|PCK2	BRCA
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.829073482	1	0.043975928	-0.196480323	-0.791346069	145	TMSB4Y|ITGAX|CD14|PDGFC|PDGFD|NCKAP1|MYL12A|ITGB2|LIMK2|ARPC1B|CDC42|FGF13|EZR|VAV3|BRAF|SOS1|PIP4K2A|WASF1|DIAPH2|ITGB7|MYL12B|TMSB4X|ITGA4|DIAPH3|PDGFB|MYLK	BRCA
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.375	0.783707865	0.092848121	-0.399928898	-1.061317498	17	ATG4C|GABARAPL1|PIK3C3|ATG12|ULK2|ATG3|ATG5|PRKAA1	BRCA
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.16925734	0.552313426	0.138805109	-0.353062056	-1.23201074	57	JUN|VEGFA|EGLN3|RAP1B|GAB1|RBX1|HIF1A|RAP1A|CDC42|BRAF|SOS1|AKT3|CUL2	BRCA
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.102362205	0.414052174	0.195789002	-0.643323183	-1.463787871	8	ANPEP|MME	BRCA
KEGG	KEGG_RETINOL_METABOLISM	0.08531746	0.414052174	0.216542837	-0.572211636	-1.423001103	13	DGAT2|UGT2B28|RDH10|DHRS4L2	BRCA
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.979466119	1	0.047829963	0.20414054	0.507368817	10	PHPT1|ACP6|ACP2|MTMR1|MTMR6|RFK|FLAD1	BRCA
KEGG	KEGG_RIBOSOME	5.84E-25	1.09E-22	1.295123087	-0.812857933	-2.934418934	82	RPS26|RPL6|RPL9|RPS4X|RSL24D1|RPL32|RPS15A|RPS16|RPL31|RPS17|RPS6|RPL39|RPL5|RPL34|RPS12|RPL22|RPL21|RPL29|RPL19|RPL7|RPL26|RPS3A|RPS13|RPL13|RPL37|RPL11|RPL18A|RPL30|RPL24|RPS5|RPL10A|RPS7|RPS8|RPS21|RPL23|RPS20|RPS24|RPL18|RPL23A|RPS18|RPLP2|RPS27A|RPL27A|RPL27|RPL12|RPS9|RPL14|RPL35|RPS19|RPS25|RPL38|RPS27|RPL13A|RPS15|RPL10|RPL36|RPL36AL|RPL7A|RPS23|RPL3|RPL8|RPS3|RPS2|RPS29|RPS11|RPL28|FAU|RPL37A|RPL4|RPS28|RPL22L1	BLCA
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.00471297	0.097401378	0.407017919	-0.632284801	-2.120033281	49	DDX3Y|CXCL8|NFKBIA|CXCL10	BRCA
KEGG	KEGG_RNA_DEGRADATION	0.995359629	1	0.052697309	0.138525326	0.51171555	54	EDC4|EXOSC7|ENO2|LSM2|DCP1B|LSM7|ENO3|EXOSC6|EXOSC3	BRCA
KEGG	KEGG_RNA_POLYMERASE	1	1	0.050193425	0.145005407	0.446026221	25	POLR1B|POLR1A|POLR3A|POLR3H|POLR1C|POLR2B|POLR2L|POLR3GL|POLR2A|POLR2G|POLR2C	BRCA
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.909788868	1	0.048118399	-0.235771767	-0.649953047	20	CTH|GGT7|METTL6|TRMT11|LCMT1|AHCYL2|MAT2B|BUD23	BRCA
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.404109589	0.799621102	0.082205492	-0.282432397	-1.008572554	71	PTGS2|NFKBIA|E2F1|FHIT|CDKN2B|CCNE2|LAMB3	BRCA
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.048561151	0.392711917	0.276500599	-0.503201331	-1.572335787	33	STX11|BET1|STX17|GOSR1|STX7|VAMP7|VAMP2|VAMP3|STX2|STX12|VAMP5|STX6|STX5|VAMP4|STX18|VTI1A|STX10|BNIP1|STX1A|SNAP29|SNAP47	BRCA
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.402985075	0.799621102	0.087051587	-0.341199904	-1.026965795	28	KDSR|ASAH1|NEU1|SPHK1|GLB1|GALC|DEGS1|ARSA|SGPL1|SPTLC2	BRCA
KEGG	KEGG_SPLICEOSOME	0.439393939	0.833951763	0.09957912	0.227879454	0.989493537	121	HSPA1L|THOC3|HSPA1B|DHX16|HSPA1A|SNRNP200|LSM2|PPIL1|DHX38|PRPF19|DHX8|PRPF8|DDX23|SART1|NCBP2|RBM8A|LSM7|CHERP|ACIN1|PRPF6|DHX15|SF3B3|TCERG1|EIF4A3|PRPF4|SF3B2|EFTUD2|SNRPD3|SNRNP40|CRNKL1|SRSF9|CCDC12|PRPF38A|CDC5L|SRSF1|RBM25|U2AF2|SNU13|SF3A3|XAB2|CDC40|DDX46|PUF60|LSM4	BRCA
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.9082397	1	0.047069959	-0.228891238	-0.645078658	22	UGT2B28|GAA|UXS1|GUSB|PYGL|MGAM|AGL|HK1	BRCA
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.846	1	0.053347785	0.250949226	0.690545276	14	DHCR7|CEL|HSD17B7|LSS|EBP|DHCR24	BRCA
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.276	0.642126973	0.114266502	0.442432168	1.162399165	12	AKR1C3|AKR1C1|STS|HSD17B7	BRCA
KEGG	KEGG_SULFUR_METABOLISM	0.766129032	1	0.058345278	0.328888123	0.742369536	7	SUOX|BPNT1|PAPSS1|PAPSS2	BRCA
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.0033855	0.089957584	0.431707696	-0.553143384	-1.748270189	35	CD86|HLA-DRB5|CD28|FCGR1A|C3|HLA-DMB|FCGR3B|HLA-DRB1|FCGR2A|C1QB|C1QA|CD40LG	BRCA
KEGG	KEGG_TASTE_TRANSDUCTION	0.978346457	1	0.045953808	-0.228002116	-0.518785489	8	PRKACB|ADCY6|GNAS|PRKACA|GNB1|PLCB2|PRKX|ITPR3	BRCA
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.448559671	0.834320988	0.086539974	-0.546269715	-1.017543065	4	GGT7|CSAD	BRCA
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.66468254	0.967977208	0.064358337	-0.343252933	-0.853616514	13	HMGCR|PDSS1|GGPS1|HMGCS1	BRCA
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.836734694	1	0.059731798	0.213851787	0.788684215	53	ACVR2B|ID1|TNF|SMAD7|ACVRL1|ID3|PPP2R1A|ACVR1|CREBBP	BRCA
KEGG	KEGG_THYROID_CANCER	0.255514706	0.619275461	0.113787262	-0.392043052	-1.170800126	27	NTRK1|CDH1|LEF1|TCF7	BRCA
KEGG	KEGG_TIGHT_JUNCTION	0.042691159	0.360934345	0.321775918	0.338690751	1.37798479	84	TJP1|JAM2|MPDZ|MYH11|MYL9|MAGI1|SPTAN1|LLGL2|PPP2R2B|TJAP1|ACTN4|PRKCE|ACTB|EPB41L2|LLGL1|EPB41L1|MYH10|PPP2R1A|ACTG1|AMOTL1|AKT2|MYH9|RAB13|HCLS1|AKT1|PRKCZ|CSNK2B|PRKCH|AFDN	BRCA
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.002941403	0.089957584	0.431707696	-0.50695541	-1.825606586	72	CXCL8|FOS|JUN|NFKBIA|CXCL10|TLR8|CD86|CD14	BRCA
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.096069869	0.414052174	0.213927855	0.461101063	1.384010603	23	ALDH1B1|MAOA|EHHADH|MAOB|HAAO|OGDH|KMO|ACAT2|IDO1|ALDH3A2|ALDH7A1|ACAT1|WARS2	BRCA
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.794310722	1	0.060509299	0.245949908	0.786602761	29	SOCS1|TNF|HK3|PRKCE|PIK3CD|PIK3CG|MTOR	BRCA
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.081818182	0.414052174	0.211400189	-0.472640073	-1.451153836	30	CD86|FAS|HLA-DRB5|CD28|HLA-DMB|HLA-DRB1|HLA-F|ICA1|HLA-B|LTA|PTPRN|HLA-G|HLA-A|HLA-DMA|HLA-DQA2	BRCA
KEGG	KEGG_TYROSINE_METABOLISM	0.51552795	0.879708245	0.079343496	0.329520174	0.958758021	19	TPO|MAOA|GOT1|MAOB|FAH|ALDH3B1|GOT2|GSTZ1	BRCA
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.028430232	0.282831812	0.352487858	-0.407603919	-1.520360941	89	FOS|JUN|CD8B|NFKBIA|CD3E|CD3D|CD28|CD3G|CD8A|PDCD1|PTPRC|TEC|CD40LG|NFKBIE|CDC42|DLG1|VAV3|SOS1|NCK2|AKT3	BRCA
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.254486134	0.619275461	0.106323256	-0.285149272	-1.118794946	124	SOCS3|FANCL|UBE2L6|UBE2D1|RBX1|NEDD4L|KLHL13|UBE2G1|UBE2D2|UBE2L3|UBE2B|UBE2D3|RCHY1|UBE4A|CDC26|ANAPC10|UBE2K|CDC34|TRIM37|BRCA1|PIAS1|CUL5|SYVN1|UBE2Q2|PIAS2|CUL2|UBE2H|NEDD4|UBE2F|UBE3A|ITCH|MGRN1|CDC27|CDC16|UBA2|UBE2M|UBE2J1|FBXO4|CUL3|FBXW7	BRCA
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.620967742	0.963762376	0.06847149	0.397290743	0.896768608	7	VARS2|PDHA1|PDHB|BCAT2	BRCA
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.958707361	1	0.042673386	-0.190147899	-0.608163451	38	PCCA|MCCC1|OXCT1|ACADSB|HIBCH|HMGCS1|HIBADH|HADHB|ACADM	BRCA
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.23923445	0.618022329	0.13725078	0.282763586	1.123354144	71	NPR1|RAMP2|KCNMB1|MYH11|MYL9|GNA11|KCNMB4	BRCA
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.718693285	0.983653846	0.056411839	-0.257667823	-0.819439151	37	AQP3|RAB11A|PRKACB|DCTN4|CREB5|DYNLL1|VAMP2	BRCA
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.312607945	0.692203306	0.097215081	-0.310792093	-1.075056564	55	PTGS2|VEGFA|SHC2|PLA2G4A	BRCA
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.510752688	0.87962963	0.072357085	-0.290228013	-0.939051808	40	KCNQ1|ERO1A|ATP6V0B|TCIRG1|ATP6V0A1|PRKACB|ATP6AP1|ATP6V1D|ATP6V0A2	BRCA
KEGG	KEGG_VIRAL_MYOCARDITIS	0.055956679	0.414052174	0.257206466	-0.45561982	-1.527680532	49	ICAM1|CD86|HLA-DRB5|CD28|HLA-DMB|HLA-DRB1|CD55|HLA-F|CASP3|ITGB2|CD40LG|DAG1|HLA-B|DMD|EIF4G3|HLA-G|HLA-A|HLA-DMA|HLA-DQA2	BRCA
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.960493827	1	0.057246114	0.174832724	0.737550567	102	DAAM2|SOX17|TCF7L1|FZD2|APC2|CCND1|PRICKLE2|FRAT2|CCND2|FRAT1|AXIN2|CXXC4|PRICKLE1|PPP2R1A|CHD8|CREBBP|TP53	BRCA
KEGG	KEGG_ABC_TRANSPORTERS	0.470689655	0.802823485	0.074550078	-0.321338368	-0.973872077	25	ABCC5|ABCA1|TAP1|ABCC4|ABCD2|ABCG1|ABCC1|ABCA5|ABCA7	CESC
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.778333333	0.958744131	0.04879897	-0.230297213	-0.80453583	53	LEF1|PIM2|TCF7|RUNX1|RPS6KB1|AKT3|BRAF|SOS1|PIK3CB	CESC
KEGG	KEGG_ADHERENS_JUNCTION	0.450666667	0.802823485	0.101350744	0.247296089	0.992091059	63	ERBB2|TJP1|PTPRB|MET|TCF7L1|PTPRM|NECTIN1|ACTN4|CTNND1|AFDN	CESC
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.197674419	0.638736264	0.124434169	-0.350159761	-1.213660967	51	NFKBIA|TNFRSF1B|SOCS3|MAPK10|PRKAB2|JAK2|AKT3|IRS1|ACSL3|ADIPOR1|MAPK8|IRS2|LEPR|IKBKG|ADIPOR2|PRKAA1|NFKBIE|TNFRSF1A|MAPK9	CESC
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.356347439	0.739432367	0.104732822	0.367566137	1.063723965	16	ASS1|GPT2|CAD|ASL|ABAT|GOT1	CESC
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.773286467	0.958744131	0.051530912	-0.260353686	-0.78104199	24	NEDD4L|IRS1|NR3C2|PIK3CB|IRS2|PRKCA|PIK3R1	CESC
KEGG	KEGG_ALLOGRAFT_REJECTION	0.657342657	0.912430853	0.072893856	0.267292186	0.862108944	26	FASLG|PRF1|TNF|GZMB|CD40	CESC
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.96952381	1	0.044864511	-0.257939767	-0.53631456	6	PLA2G4A	CESC
KEGG	KEGG_ALZHEIMERS_DISEASE	0.985315712	1	0.031998048	-0.163468676	-0.663128907	126	MME|FAS|CACNA1D|BACE1|CASP3|ADAM17|MT-ATP8|NDUFA6|MT-CO1|ATF6|CALM2|MT-CO3|EIF2AK3|MT-ATP6|NDUFA5|ERN1|PSEN1|MT-CO2|GSK3B|NAE1|UQCRH|NDUFA10|CAPN2|NDUFA1|PLCB4|MT-CYB|PPP3CC|NDUFS4|CALM1|TNFRSF1A|COX6B1|GNAQ|COX4I1	CESC
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.602272727	0.848657025	0.076083716	0.293162376	0.899717458	20	PARS2|VARS2|YARS2|TARS2|EARS2|HARS2|CARS2|DARS2|AARS2|MARS2	CESC
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.987562189	1	0.056294075	0.173999081	0.611474518	37	HK3|GMPPB|PGM1|GNPNAT1|GALK1|UGDH|NAGK	CESC
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.551068884	0.813482638	0.083129129	0.260646439	0.951235945	41	NOS1|TOMM40L|TNF|MAPK12|TP53|DAXX	CESC
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.198717949	0.638736264	0.121543282	-0.335004789	-1.18840026	55	CD8B|CD8A|HSPA5|B2M|CTSS|CD74|NFYB|TAP1|HSPA2|PDIA3|CREB1|HLA-DQA2|CANX|HLA-F|TAPBP|LGMN|HLA-B|HLA-DMB|LTA|HLA-C|PSME3|CD4|HLA-DMA|HLA-DRB1|HLA-DOA|HLA-G	CESC
KEGG	KEGG_APOPTOSIS	0.5382263	0.813482638	0.061976274	-0.249060789	-0.936465957	79	NTRK1|NFKBIA|IL1RAP|FAS|TNFRSF10C|CSF2RB|CASP3|AKT3|IRAK3|PRKACB|CASP6|PIK3CB|EXOG	CESC
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.414691943	0.769591226	0.099233334	0.325888134	1.041146176	25	PTGIS|AKR1C3|LTC4S|ALOX5|GPX3|LTA4H|ALOX12	CESC
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.027385171	0.303160352	0.352487858	0.43719384	1.51054113	35	NOS1|ARG1|MAOB|ASS1|NOS3|ALDH1B1|MAOA|GAMT|ASL|PYCR3|GOT1|ALDH7A1|SRM	CESC
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.217183771	0.647352941	0.144630528	0.314158472	1.152300767	42	ITGB4|TCF7L1|CACNA2D2|CACNB3|CACNA2D3|PKP2|DSP|GJA1|ACTN4|ITGB3	CESC
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.503157895	0.813482638	0.081526514	0.414825396	0.946295019	7	ALDH1B1|ALDH7A1|UGDH|ALDH3A2	CESC
KEGG	KEGG_ASTHMA	0.978300181	1	0.042077211	-0.187844548	-0.51374774	16	FCER1G|FCER1A|HLA-DQA2|HLA-DMB|HLA-DMA|HLA-DRB1|HLA-DOA	CESC
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.41314554	0.769591226	0.098890301	0.315552014	1.026036258	27	TPO|FASLG|PRF1|GZMB|CD40	CESC
KEGG	KEGG_AXON_GUIDANCE	0.083333333	0.454107555	0.266350657	0.304400471	1.27804675	79	EPHA2|SEMA3G|EFNB2|CXCL12|MET|NTN4|SEMA3F|SEMA6C|SEMA3D|PLXNB3|EPHB4|SEMA4C|NRP1|LIMK1	CESC
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.41025641	0.769591226	0.098890301	0.323470036	1.023478171	23	TCF7L1|SMO|FZD1|APC2|FZD2|TP53|DVL1|CTNNB1|STK36	CESC
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.257731959	0.660733905	0.108820127	-0.367140233	-1.146033069	29	GTF2H3|TBPL1|GTF2H2|GTF2B|GTF2A2|TAF7L|TAF4B|GTF2F2|TAF12|GTF2I|TAF2|GTF2H1	CESC
KEGG	KEGG_BASE_EXCISION_REPAIR	0.067146283	0.447568389	0.271288555	0.415732751	1.415232738	32	NTHL1|PCNA|FEN1|LIG3|NEIL2|PARP1|POLD4|SMUG1|UNG|POLE|POLD2|POLD3|MPG|MBD4|POLD1|PARP3|PARP4|POLE4|APEX2|XRCC1	CESC
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.203947368	0.638736264	0.142901149	0.435082342	1.235211463	15	ALDH1B1|ABAT|ALDH7A1|SRM|MLYCD|EHHADH|ALDH3A2	CESC
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.466546112	0.802823485	0.077476755	-0.357738804	-0.989268869	17	HACD2|HACD1|HSD17B12|FADS1|ACOT7|PECR|ELOVL5|ELOVL6	CESC
KEGG	KEGG_BLADDER_CANCER	0.083333333	0.454107555	0.199915231	-0.425758173	-1.387539683	38	CXCL8|E2F1|VEGFA|CDKN1A|E2F3|BRAF	CESC
KEGG	KEGG_BUTANOATE_METABOLISM	0.085450346	0.454107555	0.234392647	0.43851986	1.399588582	24	BDH1|ALDH1B1|ABAT|ACADS|BDH2|ALDH7A1|PDHA1|EHHADH|ALDH3A2|ACAT1	CESC
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.279365079	0.681839567	0.098890301	-0.30540544	-1.121115624	69	FOS|JUN|NFKBIA|IFITM1|LILRB3|DAPP1|AKT3|VAV3|SOS1|PIK3CB|NFAT5|FCGR2B|GSK3B|CD79A|PIK3R1	CESC
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.128358209	0.568443497	0.216542837	0.28610087	1.22062797	89	NOS1|P2RX5|ERBB2|ADCY4|ADRB2|NOS3|CACNA1A|ADRB1|PLCD3|GNA11|PDGFRB	CESC
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.143203883	0.583407392	0.183023938	0.329419615	1.245170555	45	COX7A1|CACNA2D2|CACNB3|ATP1B2|CACNA2D3|SLC9A1|TPM1|COX8A|TPM4|CYC1|TPM2	CESC
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.408882083	0.769591226	0.075694631	-0.270294274	-1.010555526	75	ICAM1|SELL|NLGN1|CD8B|VCAN|CD28|SELPLG|CD8A	CESC
KEGG	KEGG_CELL_CYCLE	0.707602339	0.951623821	0.047164246	-0.214725908	-0.863455242	117	GADD45B|E2F1|CDC25C|MCM6|RBX1|CDKN1A|CDKN2B|ORC5|ORC4|RBL1|CDC14A|CCNB1|E2F3|CDC16|CDK7|TFDP1|TTK|DBF4|YWHAE|SMAD2|CHEK2|YWHAZ|CDC26|GSK3B|GADD45A|GADD45G|SMAD4|SKP1|ANAPC10|RB1|CDC27|MDM2|ORC3	CESC
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.088662791	0.458091085	0.179782316	-0.318493237	-1.304417616	134	CXCL8|CXCR4|CCL3L3|CXCL1|NFKBIA|CCR7|GNG8|CXCR1|PF4V1|CXCL16|RAP1B|JAK2|AKT3|GRK4|VAV3|BRAF|CCL5|ELMO1|PRKACB|RAP1A|SOS1|PTK2|PIK3CB|CCR1|CDC42|PARD3|CXCL10|GSK3B|CXCR2|GNG11|STAT1|PIK3R1|PRKCD|CRKL|FOXO3|ADCY9	CESC
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.824726135	0.958744131	0.043276871	-0.211428288	-0.777461153	68	NFKBIA|E2F1|CDKN1A|RUNX1|E2F3|AKT3|BRAF|SOS1|PIK3CB|SMAD4|PIK3R1|GAB2|CRKL|RB1|MDM2|SOS2|IKBKG|TGFB2	CESC
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.755474453	0.957090529	0.054343439	-0.293358387	-0.754647581	12	PER1|CRY1|BHLHE40|NR1D1	CESC
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.079812207	0.454107555	0.245041785	0.42262322	1.37418469	27	IDH2|ACLY|IDH1|PDHA1|FH|CS|SUCLA2|MDH2|SUCLG1|OGDH|IDH3A|PDHB|ACO2|SDHD|SDHC|MDH1|SDHB	CESC
KEGG	KEGG_COLORECTAL_CANCER	0.305111821	0.69320337	0.094050347	-0.30827626	-1.101917115	58	FOS|JUN|LEF1|TCF7|MAPK10|CASP3|AKT3|BRAF|PIK3CB|MAPK8|APPL1|SMAD2|GSK3B|SMAD4|PIK3R1	CESC
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.01323858	0.185155554	0.380730401	-0.553933528	-1.729110796	29	PLAUR|PLAU|CFD|C5AR1|F5|SERPINA1|CD55|CD46|TFPI|C3AR1|SERPING1	CESC
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.483420593	0.802823485	0.073805272	-0.318551567	-0.953561875	23	AMD1|SMS|CTH|MAT2B|DNMT1|LDHB|MTR|ADI1|DNMT3A|DNMT3B|APIP|AHCYL2	CESC
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	0.002149314	0.099943104	0.431707696	-0.454670375	-1.833770813	125	CXCL8|OSM|TNFRSF25|CXCR4|CCL3L3|CSF3R|CXCL1|CSF1|TNFRSF1B|IL1RAP|VEGFA|IL7R|PDGFC|FAS|CCR7|IFNGR1|CXCR1|TNFRSF10C|KITLG|RELT|IL1R2|PF4V1|IL13RA1|IL2RG|ACVR2A|CSF2RB|CXCL16|ACVR1B|TNFSF13B|IL7	CESC
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.931666667	0.990228571	0.040575645	-0.202441676	-0.659754475	38	NFKBIA|POLR3G	CESC
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.061124694	0.447568389	0.287857117	0.367722256	1.408963895	48	ADCY4|ITGB4|ADRB1|TNF|CACNA2D2|CACNB3|CACNA2D3|TGFB3|TPM1|ITGB3|TPM4|ACTG1|TPM2|PRKX	CESC
KEGG	KEGG_DNA_REPLICATION	0.147420147	0.583407392	0.181383128	0.360091114	1.24414479	35	MCM4|PCNA|FEN1|RNASEH2A|MCM3|POLD4|POLE|MCM5|MCM7|POLD2|POLA2|POLD3	CESC
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.126582278	0.568443497	0.166933849	-0.4983042	-1.362843159	16	ETV7|SPIRE1|NOTCH1|SOS1|ETV6	CESC
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.365740741	0.739432367	0.105520937	0.337123246	1.05501305	22	FMO2|MAOB|ADH1B|GSTA1|MAOA|ALDH3B1|FMO5	CESC
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.550228311	0.813482638	0.081080206	0.30048131	0.936624542	21	TK1|UMPS|IMPDH1|UCK2|NAT1|ITPA|TK2|IMPDH2	CESC
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	8.54E-09	1.59E-06	0.747739663	0.653119583	2.505919745	49	HSPG2|LAMB1|COL4A2|COL3A1|COL6A3|LAMA3|COL4A1|ITGB4|FN1|LAMA4|GP5|COL5A1|VWF|SDC4|COL6A1|RELN|LAMB2|COL1A1|SDC3|TNXB|ITGB3	CESC
KEGG	KEGG_ENDOCYTOSIS	0.984195402	1	0.030990082	-0.166548165	-0.697524673	157	CXCR4|NTRK1|CXCR1|DNAJC6|DAB2|IL2RG|RAB11A|RAB31|MVB12B|VPS37A|LDLR|NEDD4L|GRK4|HSPA2|ASAP1|EEA1|PARD6G|VPS37B|RAB4A|CDC42|PARD3|AP2B1|LDLRAP1|CXCR2|ITCH|F2R|IGF1R|RAB5A|PIP5K1B|MDM2|DNM1L|HLA-F|SH3GLB1|CHMP5|TFRC|SMAP1|HLA-B|CLTA|DNM3|STAM|CHMP1B|ARRB2|RET|PIP5K1C|USP8|NEDD4	CESC
KEGG	KEGG_ENDOMETRIAL_CANCER	0.746928747	0.957090529	0.069119846	0.225285207	0.852415028	46	ERBB2|TCF7L1|CCND1|APC2|TP53|AKT2|PIK3CG	CESC
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.027708204	0.303160352	0.352487858	-0.444762455	-1.577756003	55	CXCL8|JUN|CXCL1|NFKBIA|CXCR1|MAPK10|ATP6V0A1|CASP3|MAP2K4|ADAM17	CESC
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.056426332	0.447568389	0.237793834	-0.383864404	-1.407728191	67	AREG|JUN|NRG1|GAB1|CDKN1A|MAPK10|EREG|MAP2K4|RPS6KB1|AKT3|BRAF|SOS1|PTK2|PIK3CB|MAPK8	CESC
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.305605787	0.69320337	0.101350744	-0.407727131	-1.127503511	17	PLA2G7|LPCAT2|CHPT1|PLA2G4A	CESC
KEGG	KEGG_FATTY_ACID_METABOLISM	0.01383406	0.185155554	0.380730401	0.472513309	1.590063062	31	ADH1B|ACADVL|ACAA2|ALDH1B1|ECI1|ACOX1|ACADS|ACSL5|ALDH7A1|CPT2|EHHADH|ALDH3A2|ACAT1	CESC
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.818770227	0.958744131	0.045134422	-0.220951207	-0.783511414	56	MAPK10|MAP2K4|PLA2G4A|AKT3|VAV3|SOS1|PIK3CB|MAPK8|FCER1G|FCER1A|PRKCA|PIK3R1|GAB2|PRKCD|SOS2|MAP2K3|MAPK9|PLA2G12A|FYN|MAPK14|RAC1|LCP2|NRAS	CESC
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.925076453	0.989665405	0.036916059	-0.18853022	-0.71434835	83	WASF1|FCGR2A|MARCKS|FCGR1A|PLA2G4A|RPS6KB1|AKT3|VAV3|ASAP1|PIK3CB|LIMK2|CDC42|PTPRC|PRKCA|FCGR2B|PIK3R1|GAB2|PRKCD|CRKL|PIP5K1B|SPHK1|DNM1L	CESC
KEGG	KEGG_FOCAL_ADHESION	0.002114564	0.099943104	0.431707696	0.341522242	1.574483276	143	LAMB1|COL4A2|COL3A1|ERBB2|COL6A3|LAMA3|COL4A1|ITGB4|FN1|LAMA4|FLT4|MET|COL5A1|FLNC|VWF|COL6A1|RELN|PARVA|KDR|CCND1|PDGFRB|BCAR1|LAMB2|MYL9|COL1A1|FLT1|ACTN4|AKT2|PIK3CG|TNXB|ITGB3|FLNB|PPP1CA|AKT1|SHC1|ACTG1|FLNA|PXN|ARHGAP35|VAV2|COL6A2|ZYX|CTNNB1|COL1A2	CESC
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.728652751	0.957090529	0.057852976	-0.35947009	-0.78662532	7	ALPL	CESC
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.791366906	0.958744131	0.065087757	0.245708887	0.798855517	28	HK3|GMPPB|PHPT1|PFKM|PFKL|MTMR1|ALDOA|GMPPA|AKR1B1|GMDS|PFKFB4|PFKFB2|TPI1|PFKP	CESC
KEGG	KEGG_GALACTOSE_METABOLISM	0.79964539	0.958744131	0.050396432	-0.254386628	-0.746996874	21	GAA|MGAM|GLA|B4GALT1|GLB1|GALK2|UGP2	CESC
KEGG	KEGG_GAP_JUNCTION	0.823529412	0.958744131	0.06847149	0.201942359	0.81401004	64	TJP1|ADCY4|ADRB1|GNA11|PDGFRB|GJA1|PLCB3|TUBB|GNAI1|TUBA1A|PRKX|HTR2A	CESC
KEGG	KEGG_GLIOMA	0.531561462	0.813482638	0.06658921	-0.267247309	-0.926284695	51	E2F1|CDKN1A|E2F3|AKT3|BRAF|SOS1|CALM2|PIK3CB|PRKCA|IGF1R|PIK3R1|CAMK2D|PTEN|RB1|MDM2|PDGFA|SOS2	CESC
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.231666667	0.647352941	0.113787262	-0.360505813	-1.174178766	37	ANPEP|GSTM5|GGT7|MGST1|MGST2|SMS|MGST3|GPX4|TXNDC12|GSR|OPLAH|GCLM|GSTM4|GSTZ1|LAP3	CESC
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.236666667	0.647352941	0.112378519	-0.360008281	-1.173261744	38	DGAT2|MBOAT1|MBOAT2|DGKE|GPAT3|LCLAT1|GLA|DGKI|GK|DGKA	CESC
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.013701766	0.185155554	0.380730401	-0.447255348	-1.570223794	54	MBOAT7|PCYT1B|LPCAT2|CHPT1|ACHE|MBOAT1|MBOAT2|DGKE|GPAT3|CRLS1|PLA2G4A|LCLAT1|DGKI|ADPRM|DGKA|LPGAT1|CHKA	CESC
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.494382022	0.813482638	0.086034724	0.319972814	0.968809327	19	PHGDH|MAOB|MAOA|GAMT|PSPH|PSAT1|SHMT1|SHMT2	CESC
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.002836563	0.105520133	0.431707696	0.48609297	1.782938716	42	ADH1B|ENO2|PKLR|HK3|ALDH1B1|PGM1|ALDH3B1|ALDH7A1|PFKM|PDHA1|ACSS1|PFKL|ALDH3A2|GAPDH|ALDOA|PGAM1|ACSS2|TPI1|PGK1|PFKP|GPI|PDHB	CESC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.336917563	0.725792086	0.094975153	-0.388332765	-1.09454878	18	CHST7|DSE|CHPF2|CSGALNACT2|CHST11|CHST15	CESC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.480263158	0.802823485	0.086286563	0.34269644	0.972925192	15	B3GAT1|EXTL3|HS6ST1	CESC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.864035088	0.969686319	0.056648418	0.268969742	0.6567881	9	B4GALT2|CHST2|ST3GAL2	CESC
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.220614828	0.647352941	0.12267919	-0.441934984	-1.208675483	16	SGSH|GALNS|HEXB|GLB1|ARSB|IDUA|GNS	CESC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.053113553	0.447568389	0.266350657	-0.619500087	-1.509446542	10	HEXB|SLC33A1|ST3GAL5|GLB1|ST3GAL1	CESC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.25	0.660733905	0.127505315	0.501440713	1.224451087	9	FUT1|A4GALT|GBGT1	CESC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.169603524	0.617369286	0.158514105	0.490497283	1.304039491	12	FUT1|B4GALT2|FUT7|FUT4	CESC
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.172597865	0.617369286	0.139599673	-0.443684386	-1.281221985	20	PIGU|PIGN|PIGP|PIGA|PIGB|PIGK|PIGT	CESC
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.881838074	0.969686319	0.05559471	0.241415403	0.66012828	13	CS|MDH2|GLYCTK|MTHFD1|ACO2|MTHFD1L|MDH1|AFMID	CESC
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.650943396	0.910341892	0.054343439	-0.238290314	-0.873173366	66	JUN|CACNA1D|MAPK10|MAP2K4|PLA2G4A|PRKACB|SOS1|CALM2|MAPK8|CDC42|PRKCA|GNAS|PRKCD|ADCY9|CAMK2D|SOS2|PLCB4|MAP2K3|CALM1|MAPK9|PLA2G12A|GNAQ	CESC
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.190140845	0.638736264	0.154190967	0.3761834	1.223182836	27	FASLG|KLRD1|PRF1|KIR3DL1|TNF	CESC
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.473967684	0.802823485	0.076279718	-0.340454126	-0.968035464	19	BMP6|CSNK1G3|PRKACB|RAB23|PTCH1|GSK3B	CESC
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.01393644	0.185155554	0.380730401	-0.512509414	-1.866753246	64	CSF3R|CSF1|IL7R|MME|ANPEP|CD8B|CD5|CD3E|CD3D|KITLG|CD8A|IL1R2|CD7|CD55|ITGA2|FCGR1A|CD44|CD14|IL7|CD3G	CESC
KEGG	KEGG_HISTIDINE_METABOLISM	0.400890869	0.769591226	0.097544922	0.349350647	1.02600784	17	MAOB|ALDH1B1|MAOA|ALDH3B1|ALDH7A1|ALDH3A2	CESC
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.666666667	0.918518519	0.071827629	0.273257543	0.855148012	22	POLD4|RAD51D|POLD2|POLD3|XRCC2|MUS81	CESC
KEGG	KEGG_HUNTINGTONS_DISEASE	1	1	0.066896628	0.135620484	0.624318151	140	CLTCL1|COX7A1|PPARG|DLG4|DCTN1|TP53|TGM2|NDUFS7|COX8A|PLCB3|NDUFAB1|NDUFB8|CYC1|TAF4|NDUFS2|CASP8|NRF1|CASP9|CREB3L4|NDUFA9|NDUFB7|HDAC1|IFT57|HIP1|CREB3L1|NDUFB2|TFAM|DNAL4|NDUFA4|UQCRC1|POLR2B|AP2A2|NDUFS3|NDUFV1|POLR2L|SLC25A5|NDUFA8|NDUFB1|POLR2G	CESC
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.235714286	0.647352941	0.138022242	0.306240448	1.144168724	44	ITGB4|TNF|CACNA2D2|CACNB3|CACNA2D3|TGFB3|TPM1|ITGB3|TPM4|ACTG1|TPM2	CESC
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.479217604	0.802823485	0.092552886	0.253410172	0.970965932	48	PLCD3|IMPA2|IPPK|PIK3C2B|PIK3CG|INPP1|PIP4K2B|PLCB3|PLCG2|ISYNA1|INPP5E	CESC
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.925816024	0.989665405	0.035466501	-0.186525421	-0.743329329	113	PDE3B|SOCS3|MAPK10|PRKAB2|RHEB|RPS6KB1|SREBF1|AKT3|BRAF|IRS1|PHKG1|PRKACB|SOS1|CALM2|PYGL|PIK3CB|MAPK8	CESC
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.260416667	0.660733905	0.108820127	-0.37972781	-1.164191084	27	CXCR4|CD28|TNFSF13B	CESC
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.411497731	0.769591226	0.074738523	-0.2662808	-1.013753953	84	OSM|CSF3R|IL7R|SOCS3|IFNGR1|IL13RA1|IL2RG|CSF2RB|IL7|PIAS2|PIAS1|JAK2|AKT3|SOS1|PIK3CB|IFNGR2|IFNAR1|IL6ST|IL6R|SOCS5|PIAS4|IL4R|STAT1|PIK3R1	CESC
KEGG	KEGG_LEISHMANIA_INFECTION	0.053054662	0.447568389	0.248911114	-0.397772578	-1.435976901	61	FOS|JUN|NFKBIA|PTGS2|FCGR3B|FCGR2A|IFNGR1|FCGR1A|JAK2|CR1|IFNGR2|TLR2|HLA-DQA2|TAB2|STAT1|ITGB2	CESC
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.229226361	0.647352941	0.155241966	0.265697162	1.127486734	81	VCAM1|CDH5|JAM2|CXCL12|RAPGEF3|BCAR1|MAPK12|MYL9|MMP2|ACTN4|RAPGEF4|PIK3CG|PTK2B|CTNND1|AFDN|PLCG2|GNAI1|ACTG1|PXN|ARHGAP35|MAPK11|VAV2|CTNNB1|JAM3|RHOH|VAV1|PIK3CD|ACTB|MAPK13|SIPA1	CESC
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.083333333	0.454107555	0.23112671	0.610110162	1.489807331	9	ALDH1B1|ALDH7A1|EHHADH|ALDH3A2|ECHS1|ALDH9A1|HADHA	CESC
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.753875969	0.957090529	0.057246114	-0.39977087	-0.786578996	5	PLA2G4A	CESC
KEGG	KEGG_LONG_TERM_DEPRESSION	0.547393365	0.813482638	0.083363407	0.255127477	0.944928725	43	NOS1|CACNA1A|GNA11|RYR1|GNA12|PLCB3|GNAI1|PPP2R1A	CESC
KEGG	KEGG_LONG_TERM_POTENTIATION	0.890387858	0.969686319	0.0431902	-0.212482534	-0.721055225	48	CAMK4|RAP1B|BRAF|PRKACB|RAP1A|CALM2|PRKCA|CAMK2D|PLCB4|PPP3CC|CALM1|PPP1R12A|GNAQ|RPS6KA3|NRAS|PPP3CB	CESC
KEGG	KEGG_LYSINE_DEGRADATION	0.755344418	0.957090529	0.066896628	0.232528411	0.848618471	41	SETD7|PLOD1|ALDH1B1|ALDH7A1|EHMT2|EHHADH|ALDH3A2|ACAT1|EHMT1|SETD1A|AASDHPPT|NSD2|OGDH|KMT5C	CESC
KEGG	KEGG_LYSOSOME	0.030201583	0.312083023	0.352487858	-0.399383212	-1.585675266	106	SGSH|GAA|MCOLN1|GALNS|SLC11A1|AP1S2|HEXB|ATP6V0A1|MANBA|ASAH1|SLC17A5|CTSS|DNASE2|GLA|GM2A|AP4E1|AP3S2|AP4S1|CTNS|GLB1|LAPTM4A|CTSW|IGF2R|AP1M2|CTSZ|MFSD8|AP3M2|SLC11A2|SMPD1|PPT1|LAMP2|ATP6V0B|ARSB|IDUA|AP1B1|CTSH|CD164|TCIRG1|NPC2|GNS|LAPTM5|LAPTM4B|GALC|NEU1|LGMN|SCARB2|AGA|CLTA|ACP5	CESC
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.122052705	0.567545076	0.147331214	-0.287049959	-1.229627817	189	FOS|JUN|DDIT3|NTRK1|DUSP1|GADD45B|DUSP8|FAS|DUSP2|IL1R2|DUSP10|CACNA1D|MAPK10|JUND|CASP3|MAP4K3|MAP2K4|CD14|PLA2G4A|RASA1|STK3|MAP2K5|FGF13|RAP1B|NF1|AKT3|NLK|BRAF|DUSP16|HSPA2|DUSP4|PRKACB|RAP1A|SOS1|MAPK8|CDC42|PPM1B|PRKCA|TAB2|DUSP14|RASGRF2|GADD45A|GADD45G|ATF2|MAPKAPK5|TAOK1|MAP3K8|MAPK8IP3|STK4|CRKL|RASA2|RELB|PDGFA|ELK4|SOS2|FGF2|IKBKG|PPP3CC|NR4A1|PPM1A|TGFB2|MAP3K5|MAP2K3|RPS6KA5|TNFRSF1A|MAPK9|ARRB2|PLA2G12A	CESC
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.07628866	0.454107555	0.234392647	0.765010799	1.441418022	4	PKLR|NR5A2|HES1|HHEX	CESC
KEGG	KEGG_MELANOGENESIS	0.677419355	0.919708029	0.05367696	-0.239711021	-0.851625746	57	MITF|LEF1|TCF7|KITLG|FZD5|PRKACB|CALM2|CREB1|PRKCA|GSK3B|GNAS|CREB3L2|ADCY9|GNAO1|CAMK2D	CESC
KEGG	KEGG_MELANOMA	0.422033898	0.769591226	0.079343496	-0.298579638	-1.000790995	45	E2F1|MITF|PDGFC|CDKN1A|FGF13|E2F3|AKT3|BRAF|PIK3CB|IGF1R|PIK3R1|PTEN|RB1|MDM2|PDGFA	CESC
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.473684211	0.802823485	0.075118164	-0.324219308	-0.963200019	22	GSTM5|UGT2B28|MGST1|MGST2|MGST3	CESC
KEGG	KEGG_MISMATCH_REPAIR	0.837962963	0.968081435	0.060640401	0.237035989	0.741794181	22	PCNA|POLD4|POLD2|POLD3|POLD1|MSH2|RFC5|MSH6	CESC
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.602058319	0.848657025	0.062112419	-0.27233948	-0.900262651	42	VEGFA|DDIT4|RHEB|RPS6KB1|AKT3|HIF1A|BRAF	CESC
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.812405446	0.958744131	0.042417005	-0.20750641	-0.801074978	90	ICAM1|FAS|FCGR3B|IFNGR1|TNFRSF10C|CASP3|VAV3|BRAF|SOS1|PIK3CB|IFNGR2|IFNAR1|NFAT5|FCER1G|ICAM2|PRKCA|TYROBP|ITGB2|PIK3R1|TNFRSF10A|SOS2|TNFSF10|HLA-B|PPP3CC|FYN|IFNAR2|CD48|RAC1|LCP2|NRAS|HLA-C|PPP3CB	CESC
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.116847826	0.557274247	0.216542837	0.300513208	1.235063741	70	GABRE|P2RX5|ADRB2|LPAR4|APLNR|PTH2R|CTSG|ADRB1|S1PR5|OPRL1|GZMA|GABBR2	CESC
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.135893648	0.574459514	0.143758989	-0.313605753	-1.243983763	108	JUN|NTRK1|NFKBIA|CAMK4|GAB1|BEX3|MAPK10|MAP2K5|RAP1B|RIPK2|AKT3|BRAF|IRS1|IRAK3|RAP1A|SOS1|CALM2|PIK3CB|PSEN1|MAPK8|CDC42|YWHAE|IRS2|YWHAZ|GSK3B|PIK3R1|PRKCD|CRKL|FOXO3|CAMK2D|SOS2|MAP3K5|NFKBIE|CALM1|RPS6KA5|YWHAQ|MAPK9|RPS6KA3|MAPK14|RAC1|KIDINS220|IRAK4|NRAS	CESC
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.065934066	0.447568389	0.237793834	-0.550326727	-1.475803965	15	NT5C3A|BST1|NAMPT|NT5C2|NMRK1|NNT	CESC
KEGG	KEGG_NITROGEN_METABOLISM	0.245387454	0.660733905	0.116739205	-0.483874219	-1.21127623	11	CA4|GLS|GLUL|CTH|CA2	CESC
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.043128103	0.42220143	0.321775918	-0.423143751	-1.501065538	55	CXCL8|TNFAIP3|CXCL1|NFKBIA|MAPK10|NAIP|RIPK2|CCL5|CARD8|MAPK8|NLRP3|ERBIN	CESC
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.52826087	0.813482638	0.08063885	0.35708377	0.932231015	11	FEN1|LIG4|XRCC5|PRKDC|RAD50|DCLRE1C|XRCC6	CESC
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.89148581	0.969686319	0.042673386	-0.210318614	-0.715242053	47	E2F1|FHIT|E2F3|AKT3|BRAF|SOS1|PIK3CB|PRKCA|PIK3R1|STK4|FOXO3|RB1|SOS2	CESC
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.232673267	0.647352941	0.142056644	0.312678428	1.126009318	40	JAG2|DTX1|JAG1|DTX4|PSEN2|NOTCH4|HES1|DTX2|RBPJ|CTBP1|DVL1|HDAC1|CTBP2|KAT2A	CESC
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.752151463	0.957090529	0.051845762	-0.243488262	-0.800110719	41	RBX1|GTF2H5|GTF2H3|POLE2|GTF2H2|CDK7|RAD23B|MNAT1|ERCC8	CESC
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.337349398	0.725792086	0.092552886	-0.33253896	-1.092734342	41	MAN1C1|DAD1|MAN1A2|ALG11|ALG8|ALG6|MAN2A1|B4GALT1|ALG5|STT3B|RFT1|ALG1|MGAT3|B4GALT3|MGAT1|FUT8|ALG13|MAN1A1|STT3A	CESC
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.057375927	0.447568389	0.321775918	-0.580698892	-1.588189528	16	OR2B6|OR2W3|PRKACB|CALM2|PRKG2|PRKG1|CAMK2D|CALM1|ARRB2	CESC
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.411894273	0.769591226	0.095287985	0.367406706	1.023512134	14	TYMS|DHFR|SHMT1|SHMT2|GART|MTHFD1|ATIC	CESC
KEGG	KEGG_OOCYTE_MEIOSIS	0.883333333	0.969686319	0.038637237	-0.195832424	-0.749606118	87	SPDYC|CDC25C|RBX1|AURKA|CCNB1|CDC16|PRKACB|CALM2|AR|YWHAE|YWHAZ|CDC26|IGF1R|SKP1|ANAPC10|PPP2R5B|ADCY9|CAMK2D|PPP2R5E|CDC27|SLK|CCNE2|PPP3CC|PPP2R5A|CALM1|YWHAQ|SMC3|RPS6KA3|ANAPC13|PPP2R5C|PPP3CB|CUL1	CESC
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.523722628	0.813482638	0.072003314	-0.355977774	-0.94904016	14	HEXB|MANBA|GLB1|MAN2B2|NEU1|AGA	CESC
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.808320951	0.958744131	0.041823869	-0.204429678	-0.794630896	93	ATP6V0A1|MT-ATP8|PPA2|NDUFA6|MT-ND2|MT-CO1|MT-CO3|MT-ND1|MT-ATP6|NDUFA5|MT-CO2|MT-ND4L|ATP6V0B|UQCRH|NDUFA10|NDUFA1|TCIRG1|MT-ND4|MT-ND3|MT-CYB|ATP6V0E1|NDUFS4|MT-ND5|COX6B1|COX4I1|MT-ND6|ATP6V1H|ATP6V1D|SDHA|COX5A|ATP6V1E1|ATP6V1G1|COX6C|ATP6AP1|UQCRHL|ATP6V1C1|UQCRB|COX7B|NDUFS1	CESC
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.155902004	0.604120267	0.166933849	0.441226927	1.295839269	17	GALNT15|GALNT18|GALNT3|GALNT12	CESC
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.909385113	0.983404832	0.04032954	-0.198948851	-0.705489223	56	GADD45B|FAS|PMAIP1|CDKN1A|CASP3|CCNB1	CESC
KEGG	KEGG_PANCREATIC_CANCER	0.736842105	0.957090529	0.049291766	-0.226293084	-0.820326595	63	E2F1|VEGFA|MAPK10|E2F3|AKT3|BRAF|PIK3CB|MAPK8|CDC42|SMAD2|SMAD4|STAT1|PIK3R1|BRCA2|RB1|RALGDS|IKBKG|TGFB2	CESC
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.339483395	0.725792086	0.096240602	-0.444482164	-1.112666596	11	VNN1|VNN2	CESC
KEGG	KEGG_PARKINSONS_DISEASE	0.533432392	0.813482638	0.061036373	-0.242159461	-0.944347778	95	VDAC3|CASP3|UBE2G1|UBE2L3|MT-ATP8|NDUFA6|SLC18A2|MT-ND2|MT-CO1|UBE2L6|MT-CO3|MT-ND1|MT-ATP6|NDUFA5|UBB|MT-CO2|MT-ND4L|UQCRH|NDUFA10|NDUFA1|MT-ND4|MT-ND3|MT-CYB|NDUFS4|MT-ND5|COX6B1|COX4I1|MT-ND6|PARK7|SDHA|PINK1|VDAC1|COX5A	CESC
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.572881356	0.83000425	0.063927193	-0.274196652	-0.91906314	45	TUBB2A|TLR5|CD14|TUBA4A|LY96|CDC42|YWHAZ|PRKCA|EZR|TUBB1|NCK2|YWHAQ|FYN|ROCK1|ARPC5|TUBAL3	CESC
KEGG	KEGG_PATHWAYS_IN_CANCER	0.262872629	0.660733905	0.093145458	-0.249463579	-1.094584056	237	CXCL8|FOS|JUN|CSF3R|NTRK1|NFKBIA|E2F1|PTGS2|VEGFA|MITF|LEF1|FAS|TCF7|RBX1|KITLG|CDKN1A|CDKN2B|MAPK10|ITGA2|FZD5|RUNX1|CASP3|FGF13|PIAS2|PIAS1|E2F3|AKT3|HIF1A|BRAF	CESC
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.756410256	0.957090529	0.054455595	-0.327481656	-0.772535787	9	UGT2B28	CESC
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.326388889	0.722718254	0.112843356	0.349212423	1.092845623	22	TKTL1|PGM1|PFKM|PFKL|H6PD|RPIA|ALDOA|PGLS|PFKP|G6PD|GPI|RPE|FBP1|PGM2	CESC
KEGG	KEGG_PEROXISOME	0.255263158	0.660733905	0.139599673	0.277549257	1.105194298	61	PEX11B|PEX12|PEX5|PMVK|ACOX1|PEX10|ACSL5|IDH2|NUDT19|MLYCD|IDH1|ECH1|PEX13|EHHADH|PAOX|PRDX1|ABCD1|HSD17B4|MPV17|ACOX3|PEX2|DHRS4|ACSL1|PEX19|CRAT	CESC
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.082105263	0.454107555	0.227987203	0.656884937	1.498478515	7	MAOB|MAOA|GOT1|ALDH3B1	CESC
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.976076555	1	0.036378306	-0.171976575	-0.623425851	63	SYNJ2|DGKE|PIK3C3|DGKI|PIP4K2A|CALM2|PIK3CB|INPP5A|DGKA|PRKCA|PIK3R1|INPP5B|PIP5K1B|PTEN|PLCB4|INPP4B	CESC
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.193262411	0.638736264	0.130777138	-0.42016281	-1.233792466	21	ALAS2|UGT2B28|FTH1	CESC
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.111940299	0.556713053	0.211400189	0.371724991	1.306330808	37	FABP4|PPARG|LPL|FABP5|MMP1|SLC27A5|ACOX1|ACSL5|CPT2|RXRB	CESC
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.305019305	0.69320337	0.105520937	-0.631492392	-1.166947287	4	CYP27A1	CESC
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.219931271	0.647352941	0.119348441	-0.38146356	-1.190743521	29	IL7R|CD8B|CD3E|CD3D|CD8A|IL2RG	CESC
KEGG	KEGG_PRION_DISEASES	0.282758621	0.681839567	0.103197467	-0.371654831	-1.126364913	25	EGR1|HSPA5|NOTCH1|CCL5|PRKACB	CESC
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.857589984	0.969686319	0.04148804	-0.206281053	-0.758533808	68	PDE3B|SPDYC|CDC25C|MAPK10|CCNB1|AKT3|BRAF|CDC16|PRKACB|PIK3CB|MAPK8|CDC26|IGF1R|PIK3R1|ANAPC10|ADCY9|CDC27	CESC
KEGG	KEGG_PROPANOATE_METABOLISM	0.361502347	0.739432367	0.107140237	0.328158849	1.067028135	27	ALDH1B1|ABAT|ALDH7A1|MLYCD|ACSS1|EHHADH|ALDH3A2|ACAT1|SUCLA2|SUCLG1|ACSS2|ACACB|ECHS1|ACAT2|ALDH6A1|ALDH9A1|HADHA	CESC
KEGG	KEGG_PROSTATE_CANCER	0.285932722	0.681839567	0.095287985	-0.294995613	-1.105485104	76	NFKBIA|E2F1|LEF1|PDGFC|TCF7|CDKN1A|E2F3|AKT3|BRAF|CREB5|SOS1|PIK3CB|AR|CREB1|GSK3B|CREB3L2|IGF1R|PIK3R1|PTEN|RB1|MDM2|PDGFA|SOS2|CCNE2|FOXO1|IKBKG	CESC
KEGG	KEGG_PROTEASOME	0.36159601	0.739432367	0.111011492	0.292341009	1.040643563	39	PSMB5|PSMD3|PSMB6|PSMC5|PSMC4|PSMC3|PSMD8|PSMB2|PSMA6|PSMC2|PSMD2|PSMB4|PSMB7|PSMD4|PSMA7|PSMD1|PSMD12|PSMA5|PSMF1|SEM1|PSMB3	CESC
KEGG	KEGG_PROTEIN_EXPORT	0.067375887	0.447568389	0.23112671	-0.498233751	-1.463044882	21	HSPA5|SEC11C|IMMP2L|SPCS2|SEC63|SEC62|IMMP1L	CESC
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.711159737	0.951623821	0.065831196	0.296406081	0.810495245	13	AQP1|ATP1B2	CESC
KEGG	KEGG_PURINE_METABOLISM	0.365384615	0.739432367	0.079770592	-0.260114225	-1.035118407	112	PDE3B|AK5|PDE6H|FHIT|PDE4B|POLR3G|DCK|NT5C3A|PDE4D|ENTPD5|ADSL|PNPT1|POLE2|PDE7A	CESC
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.823188406	0.958744131	0.072535186	0.196716048	0.834052462	82	TK1|TYMS|TXNRD2|DTYMK|UMPS|CAD|POLR1C|POLD4|DUT|NME6|POLE|POLR1B|UCK2|NME4|POLD2|POLA2|POLD3|ITPA|POLR3H|POLR3A|TK2	CESC
KEGG	KEGG_PYRUVATE_METABOLISM	0.00985734	0.183346525	0.380730401	0.462125203	1.583313999	34	ME3|PKLR|LDHD|ALDH1B1|ALDH7A1|PDHA1|ACSS1|ALDH3A2|ACAT1|MDH2|AKR1B1|ACSS2|ACACB	CESC
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.878205128	0.969686319	0.074362538	0.178451728	0.828058179	146	IQGAP3|ITGB4|FN1|MYH14|TIAM2|ENAH|PDGFRB|BCAR1|APC2|MYL9|LIMK1|ARPC5L|MYH10|ACTN4|SLC9A1|PIK3CG|ITGB3|GNA12|PIP4K2B|NCKAP1L|CYFIP1|GIT1|MYH9|PPP1CA|ARPC4|ACTG1|PXN|CSK|ARHGAP35|VAV2|PFN1|SSH3|RRAS2|VAV1|FGD1|PAK4|ITGA2B|MAPK3|PIK3CD|SSH1|ACTB	CESC
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.321880651	0.721322905	0.098212335	-0.40157132	-1.11048061	17	GABARAPL1|ATG4C|PIK3C3	CESC
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.133012821	0.574459514	0.152144922	-0.354418977	-1.271671208	59	JUN|VEGFA|GAB1|RBX1|RAP1B|AKT3|HIF1A|BRAF|CUL2|RAP1A|SOS1|EGLN3|PIK3CB|CDC42	CESC
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.199623352	0.638736264	0.132846301	-0.560837705	-1.275367254	8	MME|ANPEP	CESC
KEGG	KEGG_RETINOL_METABOLISM	0.297445255	0.69320337	0.103576327	-0.428891913	-1.143429955	14	DGAT2|UGT2B28	CESC
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.524122807	0.813482638	0.081526514	0.372993409	0.937594197	10	ACP2|PHPT1|ACP6|MTMR1	CESC
KEGG	KEGG_RIBOSOME	8.51E-25	1.58E-22	1.287103672	-0.820497528	-2.988024706	82	RPL6|RPL32|RPS4Y1|RPL22|RPS16|RPS12|RPS13|RPL31|RPS21|RPL37|RPL13|RPS6|RPS18|RPS3A|RPL5|RPL24|RPL34|RPL27|RSL24D1|RPL30|RPL10A|RPS29|RPL18A|RPS15A|RPS9|RPS5|RPL9|RPL11|RPS25|RPL38|RPL18|RPS8|RPLP2|RPS7|RPL19|RPL7|RPS3|RPL35|RPL21|RPS17|RPL39|RPL29|RPS20|RPL23|RPL12|RPS15|RPS4X|RPL36|RPL26|RPL13A|RPL23A|RPL22L1|RPS11|RPL28|RPS24|RPS23|RPL37A|RPL7A|RPS2|RPL8|RPS27|RPL14|RPL27A|RPS27A|RPL3|RPL36AL|FAU|RPLP0|RPL4|RPL10|RPL26L1|RPS19|RPS28	ESCA
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.006502381	0.172196711	0.407017919	-0.522845132	-1.797466883	50	DDX3Y|CXCL8|NFKBIA	CESC
KEGG	KEGG_RNA_DEGRADATION	0.99669967	1	0.036993252	-0.154200379	-0.541366594	54	PNPT1|EXOSC1|PARN|CNOT6L|CNOT10|PATL1|PAPOLA|ZCCHC7|XRN1|PAPOLG|CNOT2|CNOT4|EXOSC9|EXOSC4|DCP1A|LSM1|CNOT6|LSM8|TTC37|EDC3|EXOSC10|CNOT9|XRN2|CNOT8|DDX6|DCP2	CESC
KEGG	KEGG_RNA_POLYMERASE	0.971563981	1	0.05479395	0.181816202	0.580865714	25	POLR1C|POLR1B|POLR3H|POLR3A|POLR1A|POLR2B|POLR3D|POLR3GL|POLR2L|POLR2G|POLR2C|POLR2K	CESC
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.809608541	0.958744131	0.049991391	-0.254492548	-0.734895023	20	GGT7|METTL6|TRMT11|CTH|MAT2B	CESC
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.580110497	0.83000425	0.088626113	0.2299989	0.950280264	72	LAMB1|COL4A2|LAMA3|COL4A1|FN1|LAMA4|CCND1|LAMB2|TP53|AKT2|PIK3CG	CESC
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.00740631	0.172196711	0.407017919	-0.540765705	-1.746811069	34	STX7|STX17|GOSR1|VAMP7|STX11|VAMP3|STX3|BET1L|STX1A|BET1|VAMP4|STX12|SNAP29|STX6|STX2|STX18|VAMP2	CESC
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.44957265	0.802823485	0.076476705	-0.315093964	-0.975940066	28	ACER2|ASAH1|KDSR|GLA|SPTLC2|GLB1|SMPD1|SPTLC1|B4GALT6|SGMS1|SPHK1|GALC|NEU1|DEGS1|ARSA|ACER3	CESC
KEGG	KEGG_SPLICEOSOME	1	1	0.06613262	0.13463646	0.600479969	121	LSM2|DHX16|PRPF6|SNRNP200|EFTUD2|DHX38|PPIL1|SRSF9|LSM7|PRPF19|HSPA1A|PRPF8|EIF4A3|DDX23|CRNKL1|DHX8|U2AF2|SART1|CDC40|THOC3|DHX15|SNRPG|SRSF1|SNRPD3|PUF60|PRPF31|SNRPB|ALYREF|CHERP|SF3B2|SNRNP40|PRPF38A|LSM6|CDC5L|DDX42|HSPA1L|SF3B3|SF3A3|LSM5|LSM4|RBM8A|PLRG1|DDX46|LSM3|SNRNP27|HSPA1B|TCERG1	CESC
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.277192982	0.681839567	0.105520937	-0.38355016	-1.139461818	22	UGT2B28|GAA|AGL|UXS1|MGAM|PYGL	CESC
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.766519824	0.958744131	0.062523741	0.273312214	0.761386121	14	DHCR7|EBP|LSS	CESC
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.886861314	0.969686319	0.046975873	-0.24046189	-0.618574383	12	UGT2B28|HSD17B3|HSD17B12|CYP19A1|CYP1B1	CESC
KEGG	KEGG_SULFUR_METABOLISM	0.458947368	0.802823485	0.086539974	0.432416164	0.98642288	7	PAPSS2|SULT1A1|PAPSS1|BPNT1|SUOX	CESC
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.67394958	0.919708029	0.055826472	-0.259643559	-0.84000361	35	FCGR3B|CD28|FCGR2A|FCGR1A	CESC
KEGG	KEGG_TASTE_TRANSDUCTION	0.168859649	0.617369286	0.158514105	0.522741216	1.314015528	10	ADCY4|CACNA1A|PRKX	CESC
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.525096525	0.813482638	0.074738523	-0.533041407	-0.985017764	4	GGT7	CESC
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.537614679	0.813482638	0.070960946	-0.36199115	-0.946331527	13	GGPS1|PDSS1|HMGCR|IDI1|HMGCS1|DHDDS	CESC
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.205729167	0.638736264	0.156312403	0.291571022	1.142992996	56	DCN|SMAD9|ACVRL1|ID1|TNF|TGFB3|SMAD6|SMAD7|ACVR2B|ZFYVE9|E2F5	CESC
KEGG	KEGG_THYROID_CANCER	0.381944444	0.763888889	0.086034724	-0.335539108	-1.028714851	27	NTRK1|LEF1|TCF7	CESC
KEGG	KEGG_TIGHT_JUNCTION	0.009640029	0.183346525	0.380730401	0.358213647	1.515316809	85	TJP1|JAM2|MYH14|MPDZ|MAGI1|MYH11|SPTAN1|MYL9|RAB13|MYH10|PPP2R2B|ACTN4|AKT2|EPB41L1|EPB41L2|PARD6A|LLGL2|LLGL1|AFDN|MYH9|AKT1|GNAI1|ACTG1|PPP2R1A|PRKCE|TJAP1	CESC
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.018730011	0.232252133	0.352487858	-0.410276277	-1.52165353	73	CXCL8|FOS|JUN|NFKBIA|TLR5|MAPK10|MAP2K4|CD14|AKT3|CCL5|LY96|TLR8|PIK3CB|MAPK8|IFNAR1|TLR2|CXCL10|TAB2|STAT1|PIK3R1|MAP3K8|IRF7|CD86|TBK1	CESC
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.004149168	0.128624194	0.407017919	0.559900393	1.786989069	24	MAOB|ALDH1B1|MAOA|ALDH7A1|KMO|IDO1|EHHADH|ALDH3A2|ACAT1|HAAO|INMT|OGDH	CESC
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.522781775	0.813482638	0.086539974	0.279078874	0.939133353	31	SOCS1|CACNA1A|PKLR|TNF|HK3|PIK3CG|MTOR|PRKCE|INSR|MAPK3|PIK3CD	CESC
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.576832151	0.83000425	0.080419997	0.276788825	0.921521065	30	FASLG|PRF1|TNF|PTPRN2	CESC
KEGG	KEGG_TYROSINE_METABOLISM	0.145454545	0.583407392	0.175204048	0.42844175	1.314890838	20	TPO|MAOB|ADH1B|MAOA|GOT1|ALDH3B1	CESC
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.060514372	0.447568389	0.224966094	-0.364842818	-1.408469513	90	FOS|JUN|NFKBIA|CD8B|CD28|CD3E|CD3D|CD8A|CD3G|TEC|AKT3|VAV3|DLG1|PDCD1|SOS1|PIK3CB|CDC42|PTPRC|NFAT5|GSK3B|PIK3R1|MAP3K8|GRAP2|SOS2|IKBKG|ITK|PPP3CC|NCK2|NFKBIE|MAPK9|FYN|PAK2|MAPK14|LCP2|NRAS|PPP3CB	CESC
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.113737075	0.556713053	0.158514105	-0.310274756	-1.251067682	124	SOCS3|RBX1|FANCL|UBE2B|UBE2K|UBE2H|UBE2Q2|PIAS2|PIAS1|UBE4A|UBE2G1|UBE2D2|NEDD4L|UBE2L3|CUL2|CUL5|UBE2L6|CDC16|UBE2D3|UBE3A|BRCA1|TRIM37|FBXW7|SYVN1|UBE2F|UBA2|ERCC8|CDC26|CUL3|ITCH|PIAS4|SKP1|ANAPC10|RCHY1|CDC27|MDM2|UBR5|UBE2R2|CDC34|CUL4B|NEDD4|KLHL13|BIRC2|ANAPC13|HERC4|BIRC6|UBE2D1|UBE2M|MGRN1|CUL1|HERC1|UBE2J1|WWP1|UBE3B|KLHL9	CESC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.162105263	0.615338346	0.158514105	0.598265893	1.364757414	7	BCAT1|VARS2|PDHA1|BCAT2|PDHB	CESC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.880597015	0.969686319	0.061705405	0.213585565	0.756308791	38	ACAA2|ALDH1B1|BCAT1|ABAT|ACADS|ALDH7A1|EHHADH|ALDH3A2|ACAT1|BCAT2	CESC
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.206043956	0.638736264	0.160801401	0.277337818	1.141796846	71	RAMP2|RAMP3|ADCY4|NPR1|GNA11|MYH11|KCNMB1|MYL9|CALCRL|ARHGEF11|GNA12|PLCB3|KCNMA1|PPP1CA|MYL6B|PRKCE|PRKX	CESC
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.42	0.769591226	0.078711381	-0.310995456	-1.013529661	38	RAB11A|DCTN4|DYNLL1|CREB5|PRKACB|DYNC2LI1|CREB1|GNAS|CREB3L2|RAB5A|ADCY9|DYNC2H1|AQP3	CESC
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.980582524	1	0.036838961	-0.17280295	-0.612773678	56	PTGS2|VEGFA|PLA2G4A|AKT3|PTK2|PIK3CB|CDC42|NFAT5|PRKCA	CESC
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.565217391	0.827798699	0.063927193	-0.281585285	-0.926914347	40	KCNQ1|ATP6V0A1|ERO1A|PRKACB|SLC12A2|ATP6V0B|PRKCA|GNAS|PDIA4|TCIRG1|ADCY9|ATP6V0E1|ATP6V1H|ATP6V1D|KDELR2|ATP6V1E1|ATP6V1G1|KDELR1|ATP6AP1|ATP6V1C1	CESC
KEGG	KEGG_VIRAL_MYOCARDITIS	0.800332779	0.958744131	0.047448319	-0.229347184	-0.788462859	50	ICAM1|CD28|CD55|CASP3|EIF4G3|DMD|HLA-DQA2|CAV1|DAG1|ITGB2|CD86|LAMA2|HLA-F|HLA-B|HLA-DMB|FYN	CESC
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.867647059	0.969686319	0.038084205	-0.195273427	-0.768358428	101	JUN|LEF1|TCF7|RBX1|MAPK10|FZD5|FOSL1|NLK|PRKACB|TBL1XR1|PSEN1|MAPK8|NFAT5|SMAD2|PRKCA|GSK3B|TBL1X|SMAD4|VANGL1|SKP1|PPP2R5B|CAMK2D|PORCN|PPP2R5E|APC|PLCB4|PPP3CC	CESC
KEGG	KEGG_ABC_TRANSPORTERS	0.404426559	0.690122386	0.091107313	-0.367928346	-1.035195375	24	ABCA1|ABCB8|TAP1|ABCG1|ABCA7|ABCD2	CHOL
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.422779923	0.696641349	0.086286563	-0.306617307	-1.013400147	53	LEF1|PIM2|TCF7|PIM1|SPI1|PIK3R5|MYC|RARA	CHOL
KEGG	KEGG_ADHERENS_JUNCTION	0.02684861	0.151328532	0.352487858	0.39889304	1.397590052	62	TJP1|PTPRB|WASF3|NECTIN1|SRC|ACTB|ACTN1|ACTG1|TCF7L1|VCL|CTNNA1|PTPRJ|CTNND1|PTPRM|MAPK3|PARD3|ERBB2|SSX2IP|ACTN4|CTNNB1|PTPRF|FYN|INSR|RHOA|AFDN	CHOL
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.058139535	0.25148729	0.261663522	-0.425374582	-1.390931468	51	NFKBIA|TNFRSF1B|SOCS3|NFKBIE|TNFRSF1A|ACSL1|MAPK10|IRS2|NFKBIB	CHOL
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.090909091	0.313131313	0.206587923	0.529170185	1.375885475	16	ASS1|ABAT|GPT2	CHOL
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.946534653	0.989075537	0.04773424	0.225701321	0.643006245	24	SLC9A3R2|PIK3CG|PRKCB|MAPK3|INSR|IRS1|PRKCA	CHOL
KEGG	KEGG_ALLOGRAFT_REJECTION	0.257668712	0.591683708	0.120433372	-0.408439762	-1.154750333	25	FAS|CD86|HLA-DQA2|HLA-DMB|HLA-DPA1|HLA-DMA|HLA-DRA|HLA-DRB1	CHOL
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.250481696	0.589741714	0.118287526	0.619790621	1.217112601	6	ACOX1|PLA2G12A|FADS2	CHOL
KEGG	KEGG_ALZHEIMERS_DISEASE	0.209109731	0.518592133	0.136490438	0.283838929	1.126405158	125	LPL|CASP9|GRIN2D|CACNA1F|PSEN2|ATP2A2|ATP2A3|APP|GAPDH|RYR3|CAPN1|NDUFA4|FADD|ITPR2|ADAM10|UQCRHL|CALM3|ITPR1|MT-CYB|MAPK3|CDK5R1|CAPN2|TNF|BAD|MT-CO2|PLCB4|GNAQ|UQCRH|CYCS|SDHA|APOE|PLCB3|MT-CO3	CHOL
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.683673469	0.816555434	0.064358337	-0.314228197	-0.839402039	19	MARS2|LARS2|WARS2|AARS2|VARS2|IARS2	CHOL
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.459627329	0.724497316	0.085535695	0.320602289	1.007987914	36	CYB5R3|PGM1|GPI|CYB5R1|NPL|FPGT|HK1|PGM3|GALK2|GNPDA2|HK3|UGP2|PGM2|PMM1	CHOL
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.645792564	0.816555434	0.065087757	-0.282929215	-0.891685924	40	TNFRSF1B|NEFL|MAP2K6|TNFRSF1A|BCL2|TOMM40	CHOL
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.002614588	0.02315778	0.431707696	-0.519594699	-1.717311228	53	CD8B|CD8A|HSPA5|CTSS|CD74|TAP1|HLA-DQA2|HLA-DMB|HLA-DPA1|TAPBP|CTSB|HLA-DMA|HSPA6|HLA-DRA|HLA-DRB1|CD4|HSPA2|RFXANK|PSME2|PSME1|HLA-DOA|HSPA1B	CHOL
KEGG	KEGG_APOPTOSIS	0.115384615	0.354700569	0.181383128	-0.3563344	-1.261297545	77	IL1RAP|NFKBIA|FAS|CSF2RB|TNFRSF10C|TNFRSF10A|NTRK1|TNFSF10|TNFRSF1A|BCL2|PIK3R5|TNFRSF10B|ATM|IL1B|CASP3|PPP3CC	CHOL
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.348360656	0.635245902	0.100990587	-0.392988204	-1.089195042	23	PTGS2|CYP4F3|GGT7	CHOL
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.053719008	0.237898465	0.28201335	0.474156098	1.467333207	34	ASS1|MAOB|ALDH7A1|GAMT|ODC1|SAT1|MAOA|GATM|PYCR3|ARG2|ALDH9A1|NOS3	CHOL
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.018928144	0.115438309	0.352487858	0.471446905	1.545366974	42	ITGB4|ITGA2B|ITGB5|CACNA1F|PKP2|ATP2A2|ITGB3|ACTB|ACTN1|ACTG1|TCF7L1|CTNNA1|ITGAV|ITGB1|DAG1|LMNA|ITGA1|ITGA9|CACNB3|CACNB1|DMD|ACTN4|ITGA6|CTNNB1	CHOL
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.358823529	0.647972587	0.096562955	0.514364801	1.093686962	8	UGT2B11|ALDH7A1|ALDH9A1	CHOL
KEGG	KEGG_ASTHMA	0.257545272	0.591683708	0.119348441	-0.466307802	-1.179011509	15	HLA-DQA2|HLA-DMB|HLA-DPA1|HLA-DMA|HLA-DRA|HLA-DRB1|HLA-DOA	CHOL
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.374233129	0.662927257	0.096562955	-0.373053673	-1.054705963	25	FAS|CD86|HLA-DQA2|HLA-DMB|HLA-DPA1|HLA-DMA|HLA-DRA|HLA-DRB1	CHOL
KEGG	KEGG_AXON_GUIDANCE	0.008104643	0.05781404	0.380730401	0.427865552	1.555101536	76	SEMA5A|EPHA2|EPHB1|SEMA6C|NRP1|EFNB2|PLXNB3|SEMA3G|GNAI1|ABLIM3|CXCL12|SEMA4D|LIMK1|ITGB1|CFL1|EPHB4|ROBO1|SEMA3D|NCK2|SEMA4F|EFNB1|MAPK3|SRGAP1|ARHGEF12|SEMA4B|FYN|NFATC1|PLXNB2|RHOA|NFATC2	CHOL
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.643442623	0.816555434	0.067518895	-0.314219097	-0.870880804	23	LEF1|TCF7|FZD5	CHOL
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.689243028	0.816555434	0.062800398	-0.29059733	-0.852253075	29	GTF2B|TAF7L|TAF9B|GTF2A2|TBP|GTF2E2|TAF5|GTF2H2|GTF2F1|TAF7|TAF4B	CHOL
KEGG	KEGG_BASE_EXCISION_REPAIR	0.931818182	0.989075537	0.050396432	0.226651797	0.68978014	32	OGG1|NTHL1|UNG|PARP3|HMGB1|POLE3|MBD4|POLD1|SMUG1|LIG3|POLD2|APEX2|PARP1|POLE2	CHOL
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.084812623	0.309006764	0.216542837	0.551909903	1.387420494	14	ABAT|ALDH7A1|DPYD|ALDH9A1|MLYCD	CHOL
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.589211618	0.805833537	0.072535186	-0.351619911	-0.911500461	17	HACD2|YOD1|ELOVL6	CHOL
KEGG	KEGG_BLADDER_CANCER	0.06640625	0.28071733	0.245041785	-0.438386372	-1.355851433	37	CXCL8|VEGFA	CHOL
KEGG	KEGG_BUTANOATE_METABOLISM	0.61023622	0.812804878	0.068151344	0.318507534	0.895619355	22	ABAT|ALDH7A1|HADH|ALDH9A1|BDH1|HMGCL|PDHB	CHOL
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.006277736	0.048652454	0.407017919	-0.470971146	-1.644344539	69	FOS|JUN|NFKBIA|LILRB3|IFITM1|CD19|FCGR2B|CD79A|NFKBIE	CHOL
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.051759834	0.234812907	0.287857117	0.363260387	1.348525432	86	PLCE1|PLCD3|GNA11|GRIN2D|CACNA1F|ATP2A2|ATP2A3|RYR1|P2RX1|SLC8A3|PLCD4|ADCY3|RYR3|SPHK1|GNA15|PRKCB|TNNC2|ITPR2|GNAS|GRPR|TBXA2R|CALM3|ITPR1|NOS3|ERBB2|HTR2A|F2R|CAMK2G|MYLK|PLCB4|PHKB|GNAQ|P2RX7|PRKCA|ADORA2B|PTGER3|PLCB3|AVPR1A|RYR2|PPP3R1	CHOL
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.110655738	0.354700569	0.19189224	0.389621871	1.289967027	44	SLC9A1|TPM2|CACNA1F|TPM1|ATP2A2|TPM4|UQCRHL|CACNB3|CACNB1|MT-CYB|TPM3|MT-CO2|UQCRH|MT-CO3|RYR2|COX6A1	CHOL
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.046554935	0.227874155	0.287857117	-0.402344603	-1.419983052	71	ICAM1|CD8B|SELL|NCAM1|VCAN|CD8A|SELPLG|PTPRC|PDCD1|CD86|CD2|ITGB2|ITGB7|CD274|HLA-DQA2|ICAM3|ITGA4|CD6|HLA-DMB|NLGN1	CHOL
KEGG	KEGG_CELL_CYCLE	1	1	0.047829963	0.152709908	0.596548677	114	TGFB3|ANAPC5|CDKN2A|CCND3|CDC14B|YWHAG|TGFB1|CCND1|TGFB2|CDKN2D|CDKN2C|YWHAH|CDK2|CDC23|CDC7|YWHAQ|CDKN1C|CHEK2|E2F5|ORC1|ATR|ANAPC1|ANAPC11|SMAD2|BUB1|SKP1|CDKN1A|YWHAE|YWHAZ	CHOL
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.086792453	0.309006764	0.208955028	-0.322511784	-1.250928375	130	CXCL8|CXCR4|CXCL1|NFKBIA|CCR7|CXCR1|CCL3L3|CXCL10|ITK|CCR1|CXCR2|STAT1|PIK3R5|FOXO3|NFKBIB|FGR|ARRB2|SHC2|PREX1|WAS	CHOL
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.497890295	0.762320586	0.082205492	0.278553342	0.994277554	68	TGFB3|MECOM|PIK3CG|CDKN2A|TGFB1|CCND1|TGFB2|IKBKG|MAPK3|ARAF|SHC1|CRKL|RAF1|GRB2|BCR|STAT5B|AKT1|AKT2|BAD	CHOL
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.098765432	0.328042328	0.204294757	-0.600695502	-1.398276263	11	PER1|BHLHE40|NR1D1	CHOL
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.52745098	0.772096205	0.075309376	0.330522645	0.968002818	27	SUCLA2|IDH2|IDH1|SDHA|MDH2|PDHB|OGDH|PC|IDH3A|DLAT|IDH3G	CHOL
KEGG	KEGG_COLORECTAL_CANCER	0.114785992	0.354700569	0.183023938	-0.379115065	-1.276524041	58	FOS|JUN|LEF1|TCF7|BCL2|TGFBR1|PIK3R5|RALGDS|MAPK10|MYC	CHOL
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.007414397	0.055163111	0.407017919	-0.587087535	-1.710005167	28	PLAU|PLAUR|C5AR1|CFD|F5|SERPINA1|C3AR1	CHOL
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.675097276	0.816555434	0.062661823	0.303881983	0.863131066	23	MPST|ADI1|MTR|DNMT3B|MAT2A|TRDMT1|MTAP	CHOL
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	4.44E-08	1.65E-06	0.719512826	-0.561660378	-2.133624365	115	CXCL8|OSM|IL1RAP|CXCR4|CXCL1|CSF3R|TNFRSF25|TNFRSF1B|IL1R2|VEGFA|IL7R|FAS|CCR7|CXCR1|IL2RG|RELT|CSF2RB|TNFSF8|TNFRSF10C|IL13RA1|CD27|TNFSF14|CCL3L3|CSF1|TNFRSF10A|CXCL10|IL4R|IFNGR2|IL18RAP|TNFRSF13C|IL12RB1|GHR|CCR1|TNFSF10|CXCR2|CSF2RA|TNFRSF1A|TGFBR1|IFNGR1|IFNAR1	CHOL
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.292156863	0.610319077	0.109250039	-0.354484135	-1.104626021	38	NFKBIA|CXCL10|ZBP1|AIM2|NFKBIB|IL1B|IRF3|DDX58|POLR3C|POLR3G|CCL4|CASP1|RELA|IKBKE|POLR1D	CHOL
KEGG	KEGG_DILATED_CARDIOMYOPATHY	1.76E-05	0.000362976	0.575610261	0.617575021	2.050194794	46	ITGB4|TGFB3|TPM2|ITGA2B|ITGB5|CACNA1F|TPM1|ATP2A2|TPM4|ITGB3|ACTB|ACTG1|ITGAV|ITGB1|TGFB1|ADCY3|DAG1|LMNA|TGFB2|ITGA1|ADCY6|GNAS|ITGA9|CACNB3|CACNB1|DMD|ITGA6	CHOL
KEGG	KEGG_DNA_REPLICATION	0.913127413	0.976101717	0.048214971	-0.232104701	-0.714788325	35	SSBP1|RPA3|RFC3|RPA2|MCM2|MCM6|RNASEH1|LIG1|POLD3|RFC4|POLE|POLD4|RNASEH2B|POLE4|MCM7|PCNA|RFC1|MCM4|RNASEH2C|FEN1|RFC2|MCM5|POLE2|DNA2|POLA1|POLA2|PRIM1|POLD2|MCM3|RFC5|RPA1|POLD1|PRIM2|POLE3|RNASEH2A	CHOL
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.807053942	0.926617489	0.057246114	-0.292059246	-0.757101999	17	ETV7|NOTCH1|ETS1	CHOL
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	4.41E-05	0.000820123	0.557332239	0.736971666	2.050727077	21	GSTA1|FMO2|GSTM1|MAOB|GSTM3|GSTM2|UGT2B11|GSTM4|GSTM5|MAOA|GSTO1|FMO5	CHOL
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.54048583	0.772096205	0.075694631	-0.339433508	-0.937798221	22	CES1|UPP1|CDA|UCKL1|UGT2B28	CHOL
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	1.16E-10	1.08E-08	0.839088936	0.733587651	2.465148306	48	LAMA3|ITGB4|COL4A2|SDC4|LAMB2|GP5|VWF|HSPG2|COL6A3|COL4A1|TNXB|ITGA2B|LAMB3|THBS1|ITGB5|COL6A1|LAMB1|FN1|ITGB3|COL3A1|GP9|ITGAV|ITGB1|COL1A1|GP6|GP1BA|DAG1|LAMA4|ITGA1	CHOL
KEGG	KEGG_ENDOCYTOSIS	0.08172043	0.309006764	0.23112671	0.300527343	1.218989335	155	ASAP3|DNM1|CHMP4C|AGAP1|EHD3|EHD2|HLA-E|GRK5|PARD6A|RUFY1|SRC|PSD3|RET|RAB11B|CHMP6|EGF|PARD6G|HLA-C|HLA-A|AP2M1|PIP4K2B|ASAP2|LDLRAP1|EHD1|DNM3|KDR|PARD3|WWP1|PIP5K1C|VPS37C|RAB5B|FLT1|ARRB1|F2R|AP2S1|ARAP3|RAB5C|EPN2|CLTC|CLTB	CHOL
KEGG	KEGG_ENDOMETRIAL_CANCER	0.503080082	0.762320586	0.080202344	0.289946045	0.96254844	46	CASP9|PIK3CG|TCF7L1|CTNNA1|CCND1|EGF|APC2|MAPK3|ARAF|ERBB2|RAF1|CTNNB1|GRB2|AKT1|AKT2|BAD|AXIN1	CHOL
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.011512983	0.076479103	0.380730401	-0.467984001	-1.555398595	54	CXCL8|JUN|CXCL1|NFKBIA|CXCR1|TCIRG1|ATP6V0E2|CXCR2	CHOL
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.318095238	0.611351611	0.102080108	-0.311412701	-1.086545887	67	JUN|NRG1|AREG|CDKN1B|PIK3R5|MAPK10|MYC|GAB1|SHC2	CHOL
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.284232365	0.607669194	0.114750719	-0.438498858	-1.136715809	17	LPCAT2|CHPT1|PLA2G7|PAFAH1B3|LPCAT1	CHOL
KEGG	KEGG_FATTY_ACID_METABOLISM	0.604	0.812804878	0.069448144	0.306970801	0.916258957	29	ALDH7A1|ACOX1|ACADVL|CPT1A|HADH|ALDH9A1|ACSL4	CHOL
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.410204082	0.693617811	0.091107313	0.293311551	1.019732682	55	MAPK12|MAPK11|PIK3CG|PRKCB|PLA2G12A|FCER1G|MAPK3|RAF1|SYK|FYN|GRB2|AKT1|TNF|AKT2|BTK|PRKCA|RAC1	CHOL
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.324947589	0.611351611	0.106729884	0.286492833	1.055406427	83	ASAP3|DNM1|PLPP3|MYO10|WASF3|PIK3CG|LIMK1|ARPC4|SPHK1|CFL1|PRKCB|PIP4K2B|ASAP2|DNM3|MAPK3|PIP5K1C|CRKL|PLPP1|RAF1|SYK|GSN|AKT1|AKT2	CHOL
KEGG	KEGG_FOCAL_ADHESION	1.19E-08	7.35E-07	0.747739663	0.521540012	2.096708859	140	LAMA3|ITGB4|COL4A2|LAMB2|MYL9|PARVA|VWF|BCAR1|COL6A3|COL4A1|TNXB|ITGA2B|LAMB3|THBS1|ITGB5|COL6A1|TLN1|LAMB1|FN1|FLNA|ITGB3|PIK3CG|ZYX|COL3A1|SRC|ACTB|FLT4|CCND3|DIAPH1|ACTN1|ACTG1|VCL|ITGAV|ITGB1|COL1A1|CCND1|LAMA4|VEGFC|PARVB|ARHGAP35|ITGA1|PRKCB|EGF|PDGFB|PDGFA|ITGA9|FLNB|KDR|MAPK3|ERBB2|PIP5K1C|SHC1|ACTN4|ITGA6|CRKL|DOCK1|RAF1|CTNNB1|FLT1|FYN|GRB2|MYLK|CAPN2|AKT1|AKT2|LAMC1|BAD|RHOA	CHOL
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.242299795	0.577791818	0.125033368	-0.59772624	-1.242350038	7	ALPL	CHOL
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.559760956	0.782205774	0.07307444	-0.32106681	-0.935168728	28	KHK|HK2|PFKFB3|ALDOB|MPI	CHOL
KEGG	KEGG_GALACTOSE_METABOLISM	0.676587302	0.816555434	0.063500797	0.306704896	0.853449411	21	PFKM|PGM1|GANC|B4GALT2|PFKP|HK1|PFKL|GALK2|HK3|UGP2|PGM2	CHOL
KEGG	KEGG_GAP_JUNCTION	0.004408977	0.037275899	0.407017919	0.463546873	1.623239026	61	TUBB6|TJP1|LPAR1|GNA11|GNAI1|TUBAL3|TUBA1C|SRC|TUBB4B|ADCY3|TUBB|ADCY6|PRKCB|EGF|PDGFB|TUBB1|ITPR2|GNAS|PDGFA|TUBA1B|ITPR1|MAPK3|HTR2A|RAF1|GRB2|TUBA4A|PRKG2|PLCB4|GNAQ|PDGFD|PRKCA|PRKG1|PLCB3	CHOL
KEGG	KEGG_GLIOMA	0.155419223	0.43146232	0.159646702	0.362746571	1.228223253	50	PIK3CG|CDKN2A|CCND1|PRKCB|EGF|PDGFB|PDGFA|CALM3|MAPK3|ARAF|SHC1|RAF1|GRB2|CAMK2G|AKT1|AKT2|PRKCA|IGF1R	CHOL
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.084886128	0.309006764	0.222056046	0.432955191	1.361230455	36	GSTA1|GSTM1|GPX3|GSTM3|GSTM2|ODC1|GSTM4|GSTM5|GPX1|GSTO1|G6PD|IDH2|GCLM|PGD|IDH1|GPX4	CHOL
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.116326531	0.354700569	0.186432558	0.409059941	1.301312703	37	LPL|CEL|PLPP3|MGLL|ALDH7A1|DGKG|AGPAT1|DGKI|DGKD|DGKZ|ALDH9A1|PLPP1|LIPC|TKFC	CHOL
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.268339768	0.594180916	0.113787262	-0.338007403	-1.117147479	53	MBOAT7|ACHE|LPCAT2|CHPT1|ADPRM|GPAT3	CHOL
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.668032787	0.816555434	0.06568136	-0.323684969	-0.84878629	18	ALAS2|CTH	CHOL
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.019957877	0.116005163	0.352487858	0.468935025	1.519107655	40	ENO2|PKM|PFKM|ALDH7A1|PGM1|GPI|ALDOA|GAPDH|ACSS2|PFKP|ENO3|GALM|PGK1|ALDH9A1|HK1|PFKL|TPI1	CHOL
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.338174274	0.622776386	0.103576327	-0.42500655	-1.101739846	17	CHST7|CHST11|CHST15|CHST14|CSGALNACT1|B3GALT6|B3GAT3|CSGALNACT2	CHOL
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.304950495	0.611351611	0.107140237	0.446139643	1.136119367	15	XYLT2|EXT2|HS2ST1|NDST1|GLCE|B3GAT1|NDST3|HS3ST3B1	CHOL
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.572277228	0.788470847	0.071652737	0.419400536	0.923723158	9	ST3GAL3|B4GALT2|FUT8|CHST2	CHOL
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.387628866	0.673822141	0.094975153	-0.415957193	-1.05925988	16	SGSH|GALNS|HEXB|ARSB	CHOL
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.295315682	0.610319077	0.111011492	-0.499120844	-1.134888496	10	HEXB|ST6GALNAC4	CHOL
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.525667351	0.772096205	0.077884011	-0.453025931	-0.941596246	7	HEXB	CHOL
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.494186047	0.762320586	0.078089231	0.423989305	0.986281997	11	ABO|ST3GAL3|B4GALT2|ST3GAL6|ST3GAL4|FUT7	CHOL
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.873493976	0.967082616	0.052057003	0.256314769	0.699411776	20	PIGM|GPAA1|PIGH|PIGS	CHOL
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.666	0.816555434	0.064648457	0.351168372	0.862773874	13	MTHFD1L|MDH2|AFMID|GLYCTK|MTHFD2	CHOL
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.290456432	0.610319077	0.113312908	0.307032339	1.087147749	65	GNA11|MAPK12|CACNA1F|MAPK11|SRC|ADCY3|ADCY6|PRKCB|ITPR2|GNAS|ATF4|CALM3|ITPR1|PLA2G12A|MAPK3|RAF1|GRB2|CAMK2G|PLCB4|GNAQ|PRKCA|PLD1|PLCB3	CHOL
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.171779141	0.456441718	0.151148761	-0.443709956	-1.254467039	25	FAS|CD86|HLA-DQA2|HLA-DMB|HLA-DPA1|IL1B|HLA-DMA|HLA-DRA|HLA-DRB1	CHOL
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.087890625	0.309006764	0.211400189	0.508463338	1.384011293	19	SMO|BMP8B|WNT11|WNT5B|FBXW11|PRKACA|GSK3B|CSNK1A1|BMP6	CHOL
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.000351342	0.004356637	0.498493109	-0.547238462	-1.87562315	62	CSF3R|CD8B|IL1R2|IL7R|CD3E|CD3D|ANPEP|CD5|CD8A|CD7|CD19|CD3G|MME|CSF1|FCGR1A|IL4R|CD44|CD2|TFRC|CD33|CSF2RA|MS4A1|ITGA4|CD14|CD38|GYPA|CD55|IL1B|HLA-DRA|CD37|HLA-DRB1|CD4	CHOL
KEGG	KEGG_HISTIDINE_METABOLISM	0.636538462	0.816555434	0.064940768	0.327380561	0.865732473	17	MAOB|ALDH7A1|MAOA|ALDH9A1	CHOL
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.868110236	0.966877269	0.051426492	0.256521977	0.721320606	22	XRCC2|XRCC3|RAD51B|RAD52|POLD1|RPA1|RAD51D|POLD2|RAD51C	CHOL
KEGG	KEGG_HUNTINGTONS_DISEASE	0.66384778	0.816555434	0.067518895	0.229538801	0.921098476	136	PPARG|CASP9|DLG4|GPX1|POLR2G|TGM2|NDUFA4|POLR2E|DNAL1|AP2M1|UQCRHL|HTT|ITPR1|MT-CYB|DNAL4|NRF1|DCTN1|DNAH2|DCTN2|AP2S1|CLTC|CLTB|MT-CO2|PLCB4|GNAQ|UQCRH|CYCS|SDHA|PLCB3|MT-CO3|COX6A1|MT-ATP6|POLR2H|POLR2L|NDUFS2|NDUFC1|SOD2|POLR2I|HIP1|NDUFS1|UQCR10|HDAC1|MT-ATP8|SOD1|CREB3L2	CHOL
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	1.25E-05	0.000291767	0.593325476	0.620519402	2.05442668	44	ITGB4|TGFB3|TPM2|ITGA2B|ITGB5|CACNA1F|TPM1|ATP2A2|TPM4|ITGB3|ACTB|ACTG1|ITGAV|ITGB1|TGFB1|DAG1|LMNA|TGFB2|ITGA1|ITGA9|CACNB3|CACNB1|DMD|ITGA6|TPM3|TNF	CHOL
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.168032787	0.452957947	0.153158809	0.360768133	1.214605883	49	PLCE1|PLCD3|PIK3CG|PLCD4|PIP4K2B|PIP5K1C|INPPL1|INPP4B|TPI1|PI4KA|INPP5A|PLCB4|IPPK|OCRL|PIK3C2B|CDIPT|PLCB3|INPP5K|INPP5B|PIK3C2A|IMPA2|PI4KB|PLCG2|PIP5K1A|SYNJ1|INPP1|PIKFYVE|MINPP1	CHOL
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.674273859	0.816555434	0.065831196	0.231700534	0.902909969	112	GYS2|PYGB|PRKAR1B|PRKAR2B|PIK3CG|PDE3A|CALM3|TRIP10|MAPK3|ARAF|SHC1|HK1|RPTOR|CRKL|RAF1|PTPRF|GRB2|AKT1|AKT2|PPP1R3D|INSR|BAD|PRKAR1A|IRS1|PHKB|MKNK1|SORBS1|HK3|INPP5K|ACACB|CBL|PYGL|PRKACA|GSK3B|LIPE|PRKAA1|MTOR|MAPK9|ACACA|MAP2K1|PHKG1|MAPK1|GYS1|CALM1	CHOL
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.029951216	0.15474795	0.352487858	-0.537375354	-1.565208895	28	CXCR4|CD86|TNFRSF13C|ITGB7|HLA-DQA2|ITGA4|HLA-DMB|HLA-DPA1|IL15RA|LTBR|HLA-DMA|HLA-DRA|HLA-DRB1	CHOL
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.00238733	0.022202165	0.431707696	-0.466018573	-1.676413865	81	OSM|CSF3R|IL7R|IL2RG|SOCS3|CSF2RB|IL13RA1|IL4R|IFNGR2|IL12RB1|GHR|CSF2RA|STAT1|PIM1|PIK3R5|IFNGR1|IFNAR1|MYC|IL10RB|IL2RB|IL15RA|IL10RA	CHOL
KEGG	KEGG_LEISHMANIA_INFECTION	0.000672358	0.007356392	0.477270815	-0.541131959	-1.844631205	61	FOS|JUN|NFKBIA|PTGS2|FCGR3B|FCGR1A|TLR2|IFNGR2|ITGB2|HLA-DQA2|NCF4|STAT1|CYBA|ITGA4|HLA-DMB|IFNGR1|NFKBIB|FCGR2A|FCGR3A|HLA-DPA1|NCF2|IL1B|HLA-DMA|HLA-DRA|HLA-DRB1	CHOL
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.119496855	0.358490566	0.186432558	0.344186616	1.254041494	79	MYL9|RAPGEF3|JAM2|BCAR1|JAM3|CDH5|MAPK12|CLDN5|GNAI1|MAPK11|CXCL12|PIK3CG|ACTB|ACTN1|ACTG1|VCL|RAPGEF4|CTNNA1|ITGB1|CTNND1|ARHGAP35|PRKCB|CD99|ESAM	CHOL
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.901960784	0.975840823	0.049490487	0.297778394	0.633162197	8	ALDH7A1|ALDH9A1	CHOL
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.440298507	0.712134977	0.082205492	0.600990187	1.064043804	4	ALOX15|PLA2G12A	CHOL
KEGG	KEGG_LONG_TERM_DEPRESSION	0.000245168	0.003257233	0.498493109	0.589798348	1.915028081	41	GNAZ|GNA11|GNAI1|GNA12|RYR1|PRKCB|GNAO1|ITPR2|PPP2CB|GNAS|ITPR1|PLA2G12A|MAPK3|ARAF|RAF1|PRKG2|PLCB4|GNAQ|PRKCA|IGF1R|PRKG1|PLCB3	CHOL
KEGG	KEGG_LONG_TERM_POTENTIATION	0.15010142	0.426473322	0.161978949	0.369226122	1.240747642	48	RAPGEF3|GRIN2D|RPS6KA2|PRKCB|ITPR2|ATF4|CALM3|ITPR1|MAPK3|ARAF|RAF1|CAMK2G|PLCB4|GNAQ|PRKCA|PLCB3|PPP3R1	CHOL
KEGG	KEGG_LYSINE_DEGRADATION	0.543788187	0.772096205	0.075694631	0.296058514	0.959076909	40	AASS|ALDH7A1|PLOD1|SETD7|HADH|ALDH9A1|SUV39H1|TMLHE|PIPOX	CHOL
KEGG	KEGG_LYSOSOME	0.081593928	0.309006764	0.216542837	-0.348202823	-1.302770996	103	SLC11A1|MCOLN1|IGF2R|GM2A|SGSH|CTSS|LAPTM4A|GALNS|CTSF|HEXB|GAA|TCIRG1|DNASE2|CTSH|LAPTM5|PPT1|CTSZ|ARSB|NEU1|SCARB2|ATP6V0B|CTSB	CHOL
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.037105652	0.186531116	0.321775918	-0.322354108	-1.308633768	186	FOS|JUN|GADD45B|DUSP2|DUSP1|IL1R2|DDIT3|DUSP8|FAS|DUSP10|JUND|CACNA2D3|FGFR1|NTRK1|MKNK2|RASGRP1|RELB|MAP2K6|TNFRSF1A|TGFBR1|CDC25B|CD14|MAPK10|MYC|NR4A1|ARRB2|GADD45G|DUSP4|MAP3K12|MAP3K2|IL1B|CASP3|PPP3CC|DUSP16|HSPA6|NFKB2|ECSIT|NF1	CHOL
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.720164609	0.842456712	0.062249043	0.566888593	0.843491394	2	HES1|HHEX	CHOL
KEGG	KEGG_MELANOGENESIS	0.520491803	0.772096205	0.078295525	0.276749664	0.955991678	54	GNAI1|TCF7L1|WNT11|ADCY3|WNT5B|POMC|ADCY6|PRKCB|GNAO1|GNAS|CALM3|MAPK3|RAF1|CTNNB1|CAMK2G|FZD1|PLCB4|GNAQ|PRKCA|PLCB3	CHOL
KEGG	KEGG_MELANOMA	0.56352459	0.782205774	0.074175897	0.284662135	0.934992578	43	PIK3CG|CDKN2A|CCND1|EGF|PDGFB|PDGFA|MAPK3|ARAF|RAF1|AKT1|AKT2|BAD|PDGFD|IGF1R	CHOL
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.001500718	0.015507419	0.455059867	0.665494633	1.851832201	21	GSTA1|GSTM1|GSTM3|AKR1C1|GSTM2|UGT2B11|GSTM4|GSTM5|GSTO1|AKR1C3|EPHX1	CHOL
KEGG	KEGG_MISMATCH_REPAIR	0.765182186	0.889524291	0.058593757	-0.278701645	-0.770006205	22	SSBP1|RPA3|RFC3|RPA2|EXO1|LIG1|POLD3|RFC4|POLD4|MLH1|PCNA|RFC1|MSH3|MSH6|RFC2|MSH2|PMS2|POLD2|MLH3|RFC5|RPA1|POLD1	CHOL
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.539370079	0.772096205	0.074362538	-0.299794234	-0.947872963	42	VEGFA|DDIT4|RPS6|PIK3R5|MLST8	CHOL
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.008392361	0.05781404	0.380730401	-0.435491292	-1.582563305	87	ICAM1|FCGR3B|FAS|TNFRSF10C|TNFRSF10A|LCK|IFNGR2|ITGB2|CD247|TYROBP|NCR3|TNFSF10|CD48|PIK3R5|IFNGR1|IFNAR1|NCR1|FCGR3A|SHC2|TNFRSF10B|MICB|VAV3|CASP3|PPP3CC	CHOL
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.194968553	0.496769191	0.142901149	0.326755278	1.162378799	67	GABBR2|APLNR|FPR3|LPAR4|ADRA2A|LPAR1|PTH2R|GRIK5|GABRE|GRIN2D|GABRD|GRIK4|F2RL3|P2RX1	CHOL
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.472275335	0.738178254	0.079770592	-0.259926676	-0.977569009	107	JUN|NFKBIA|CAMK4|RIPK2|NTRK1|NFKBIE|BCL2|PIK3R5|FOXO3|MAPK10|IRS2|NFKBIB|GAB1|SHC2	CHOL
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.267605634	0.594180916	0.116739205	-0.461143978	-1.16595531	15	BST1|NAMPT|NT5E|CD38	CHOL
KEGG	KEGG_NITROGEN_METABOLISM	0.019239718	0.115438309	0.352487858	-0.710293966	-1.653395418	11	CA4|CA1|CTH	CHOL
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000563532	0.006551063	0.477270815	-0.546927017	-1.817774778	54	CXCL8|CXCL1|NFKBIA|TNFAIP3|RIPK2|NAIP|NLRP3|NOD2|MAPK10|MEFV|NFKBIB	CHOL
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.936863544	0.989075537	0.049490487	-0.267332078	-0.607852996	10	POLM|POLL|XRCC6	CHOL
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.311740891	0.611351611	0.107140237	0.323691313	1.082886293	47	CASP9|PIK3CG|CDKN2A|CCND1|PRKCB|EGF|MAPK3|ARAF|ERBB2|RAF1|GRB2|AKT1|AKT2|BAD	CHOL
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.300411523	0.611351611	0.110564716	0.337950216	1.097297333	41	NOTCH4|JAG1|DTX4|PSEN2|JAG2|NOTCH3|MAML3|RFNG|MFNG|PTCRA	CHOL
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.78875969	0.911237903	0.055135176	-0.256383936	-0.811653254	41	RAD23A|ERCC4|GTF2H5|CUL4A|RPA3|RBX1|ERCC8|RFC3	CHOL
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.201646091	0.506840174	0.138805109	0.364323439	1.182929078	41	ALG10B|MGAT4B|RPN2|MAN2A2|B4GALT2|ALG10|ST6GAL1|FUT8|MGAT5|GANAB|ALG1|MAN1A1	CHOL
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.890721649	0.975840823	0.052375908	-0.274584028	-0.699244658	16	OR2B6	CHOL
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.984220907	1	0.045770446	0.197278461	0.495929097	14	MTHFD1L|MTR|SHMT1|MTHFD2|GART	CHOL
KEGG	KEGG_OOCYTE_MEIOSIS	0.703933747	0.8286815	0.063642408	0.238576208	0.885662451	86	MAPK12|ANAPC5|RPS6KA2|YWHAG|ADCY3|ADCY6|YWHAH|CDK2|ITPR2|PPP2CB|CALM3|ITPR1|FBXW11|CDC23|MAPK3|YWHAQ|CAMK2G|IGF1R|ANAPC1|PPP3R1|ANAPC11|BUB1|SKP1|YWHAE|SGO1|YWHAZ|PRKACA|ANAPC2|MAP2K1|ANAPC7|PPP2R5A|MAPK1|CALM1	CHOL
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.280876494	0.607477068	0.112843356	-0.464179116	-1.135640244	13	MAN2B2|HEXB|NEU1	CHOL
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.819502075	0.927697206	0.056529953	0.221745681	0.8339896	92	NDUFA4|ATP6V0E1|COX17|UQCRHL|MT-ND3|MT-CYB|ATP6AP1|ATP6V1F|MT-ND5|MT-ND4|ATP6V1A|MT-ND4L|ATP6V1E1|MT-CO2|MT-ND6|UQCRH|SDHA|MT-CO3|MT-ND2|MT-ND1|COX6A1|MT-ATP6|ATP6V0A2|NDUFS2|NDUFC1|ATP6V0A1|ATP6V0D1|NDUFS1|UQCR10|MT-ATP8|ATP6V1G1|MT-CO1|COX8A|COX10|NDUFV3|NDUFS7|NDUFB2	CHOL
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.626804124	0.816555434	0.069119846	-0.339446265	-0.864420225	16	GALNT14|GCNT4|GALNT6|B4GALT5	CHOL
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.379377432	0.665700022	0.092848121	-0.312842718	-1.039768716	54	GADD45B|FAS|PMAIP1|GTSE1|SESN2|SESN3|GADD45G|TNFRSF10B|ATM|CASP3|MDM4|CCND2|BBC3	CHOL
KEGG	KEGG_PANCREATIC_CANCER	0.4218107	0.696641349	0.089986079	0.285712722	1.004526357	63	TGFB3|CASP9|PIK3CG|CDKN2A|TGFB1|CCND1|TGFB2|VEGFC|EGF|IKBKG|MAPK3|ARAF|ERBB2|RAF1|AKT1|AKT2|BAD|RALB|STAT3|PLD1|RAC1	CHOL
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.504115226	0.762320586	0.080202344	-0.416354053	-0.969173212	11	VNN2	CHOL
KEGG	KEGG_PARKINSONS_DISEASE	0.814583333	0.927697206	0.057005953	0.224327688	0.845326096	94	CASP9|UBA7|NDUFA4|UQCRHL|MT-ND3|MT-CYB|MT-ND5|MT-ND4|HTRA2|PARK7|UBE2J1|MT-ND4L|UBA1|MT-CO2|MT-ND6|UQCRH|CYCS|SDHA|MT-CO3|MT-ND2|MT-ND1|COX6A1|MT-ATP6|NDUFS2|NDUFC1|NDUFS1|UQCR10|MT-ATP8|SNCA|MT-CO1|COX8A|VDAC2|NDUFV3|NDUFS7|NDUFB2	CHOL
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.178861789	0.468567503	0.147331214	0.363459814	1.206825638	45	TUBB6|KRT18|CTTN|TUBAL3|TUBA1C|ACTB|TUBB4B|ACTG1|ARPC4|ITGB1|TUBB|TUBB1|TUBA1B|NCK2|TLR5|CTNNB1|YWHAQ|FYN|TUBA4A|RHOA|ROCK2|PRKCA	CHOL
KEGG	KEGG_PATHWAYS_IN_CANCER	0.151079137	0.426473322	0.151148761	-0.275082934	-1.143167351	233	CXCL8|FOS|JUN|NFKBIA|CSF3R|PTGS2|VEGFA|LEF1|FAS|TCF7|FGFR1|NTRK1|CDKN1B|TRAF1|MMP9|FZD5|CDKN2B|ETS1|CSF2RA|STAT1|BCL2|TGFBR1|SPI1|PIK3R5|RALGDS|RASSF5|MAPK10|MYC|E2F2	CHOL
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.655445545	0.816555434	0.064940768	0.385511339	0.849082729	9	UGT2B11|CRYL1|UGP2|AKR1B1|GUSB|RPE	CHOL
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.423228346	0.696641349	0.087309826	0.359862732	1.011907076	22	PFKM|PGM1|GPI|ALDOA|PFKP|G6PD|PFKL|TALDO1	CHOL
KEGG	KEGG_PEROXISOME	0.103092784	0.33640803	0.199915231	0.368158401	1.282271709	59	CRAT|PAOX|ACOX1|SCP2|NUDT19|ABCD1|PEX3|PEX11B|PRDX5|HSD17B4|PEX13|ACSL4|IDH2|PEX10|PEX5|CROT|FAR1|MLYCD|ACOT8|PIPOX|PMVK|IDH1|HMGCL|FAR2	CHOL
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.028614173	0.15474795	0.352487858	0.740657196	1.520797242	7	MAOB|PRDX6|MAOA	CHOL
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.029703704	0.15474795	0.352487858	0.392646424	1.3838396	64	PLCE1|PLCD3|PIK3CG|DGKG|PLCD4|DGKI|PRKCB|ITPR2|PIP4K2B|CALM3|ITPR1|DGKD|DGKZ|PIP5K1C|INPPL1|INPP4B|PI4KA|INPP5A|PLCB4|IPPK|OCRL|PRKCA|PIK3C2B|CDIPT|PLCB3|INPP5K|DGKH	CHOL
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.068825911	0.284480432	0.245041785	-0.545629128	-1.50748236	22	ALAS2|HMBS|FECH|PPOX|BLVRB|CPOX|UGT2B28	CHOL
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.005012009	0.040531898	0.407017919	0.534264597	1.671792588	35	FABP4|PPARG|MMP1|LPL|ME1|PLTP|ACOX1|SCP2|SLC27A4|CPT1A|FADS2|ACSL4|FABP5|SCD|CD36|SORBS1	CHOL
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.840236686	0.941470022	0.053021251	0.426069808	0.691141558	3	SCP2|HSD17B4	CHOL
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	1.09E-05	0.000289629	0.593325476	-0.761402275	-2.183763026	27	CD8B|IL7R|CD3E|CD3D|IL2RG|CD8A|CD19|CD79A|PTPRC|LCK|TNFRSF13C|TAP1	CHOL
KEGG	KEGG_PRION_DISEASES	0.151329243	0.426473322	0.161978949	-0.457981357	-1.294815476	25	NCAM1|EGR1|HSPA5|NOTCH1	CHOL
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.685654008	0.816555434	0.065831196	0.248593428	0.881362138	66	MAPK12|ANAPC5|GNAI1|MAPK11|PIK3CG|RPS6KA2|ADCY3|ADCY6|CDK2|PDE3A|CDC23|MAPK3|ARAF|RAF1|AKT1|AKT2	CHOL
KEGG	KEGG_PROPANOATE_METABOLISM	0.264990329	0.594180916	0.114750719	0.393292484	1.1519446	26	ABAT|ALDH7A1|ACSS2|SUCLA2|ALDH9A1|PCCB|MLYCD	CHOL
KEGG	KEGG_PROSTATE_CANCER	0.315689981	0.611351611	0.102080108	-0.303162996	-1.070102936	73	NFKBIA|LEF1|CREB5|TCF7|FGFR1|CDKN1B|BCL2|PIK3R5|E2F2	CHOL
KEGG	KEGG_PROTEASOME	0.988212181	1	0.045405923	-0.180923395	-0.566372931	39	PSME4|PSME2|PSME1|PSMB9|PSMD8|PSMB7|PSMB10|PSMB3|PSMA6|PSMB4|PSMD7|PSMD12|PSMC3|PSMB1|PSMD3|PSMC1|PSMA4|POMP|PSMB2|PSME3	CHOL
KEGG	KEGG_PROTEIN_EXPORT	0.560240964	0.782205774	0.073438141	-0.333067871	-0.91113925	21	HSPA5|SEC11C|SPCS2|SEC62|SEC61G|SRP72|OXA1L	CHOL
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.448207171	0.718677016	0.08479851	-0.409765491	-1.002514257	13	CA4|ATP1A3	CHOL
KEGG	KEGG_PURINE_METABOLISM	0.960743802	0.998314788	0.048995409	0.19206819	0.747424165	110	PDE8B|NME4|PAPSS2|PKM|NPR1|NT5M|PAPSS1|ENTPD6|POLR2G|ADCY3|ADCY6|POLR2E|PDE3A|PDE2A|PNP|PDE7B	CHOL
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.966457023	0.998672257	0.049391011	0.193112476	0.709018544	82	NME4|NT5M|ENTPD6|POLR2G|AK3|POLR2E|UCK1|PNP|DPYD|POLR1B|TK1|NUDT2|ITPA|UMPS|POLR3A|CMPK1|POLE3|PRIM2|POLD1|DCTD|POLR2H|POLR2L|POLR1C|CTPS2|POLR2I|POLD2|PRIM1|POLA2|DTYMK|POLA1	CHOL
KEGG	KEGG_PYRUVATE_METABOLISM	0.320408163	0.611351611	0.105920293	0.36448382	1.100570923	31	ME1|PKM|ALDH7A1|ACSS2|ACYP1|ALDH9A1|ACYP2|MDH2|PDHB|ACACB|ACACA|PC|DLAT|ALDH3A2|AKR1B1|ME2	CHOL
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.000219296	0.003137614	0.518848078	0.406278786	1.64071641	143	ITGB4|MYL9|BCAR1|ENAH|SLC9A1|ITGA2B|TIAM2|ITGB5|FN1|GNA12|ITGB3|CYFIP1|PIK3CG|ACTB|DIAPH1|ACTN1|LIMK1|MYH9|ACTG1|VCL|ITGAE|SSH1|ARPC4|ITGAV|ITGB1|CFL1|RRAS|ABI2|ARHGAP35|ITGA1|EGF|PDGFB|PIP4K2B|PDGFA|ITGA9|APC2|MAPK3|ARAF|PIP5K1C|ACTN4|ITGA6|CRKL|DOCK1|RAF1|ARHGEF12|F2R|PFN1|MYLK|GSN|CSK|RHOA|PDGFD|FGD1|MSN|ROCK2|ITGAM|RAC1	CHOL
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.911538462	0.976101717	0.048118399	0.257646859	0.681327113	17	ULK3|BECN1|PRKAA1|GABARAPL2|ATG4D|ULK1|ATG7|ATG12|ATG5|ATG4C|ATG4A	CHOL
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.822957198	0.927697206	0.053347785	-0.235948965	-0.794467309	58	JUN|VEGFA	CHOL
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.18699187	0.483062331	0.143758989	-0.587867051	-1.281337352	8	ANPEP|MME	CHOL
KEGG	KEGG_RETINOL_METABOLISM	0.537373737	0.772096205	0.07588869	-0.380434791	-0.947422684	14	DGAT2|ALDH1A1|UGT2B28|DGAT1	CHOL
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.336594912	0.622776386	0.100279107	0.486040687	1.105932055	10	ACP2|ACP6|MTMR2	CHOL
KEGG	KEGG_RIBOSOME	1.11E-23	2.06E-21	1.262739885	-0.818797232	-2.886261817	82	RPL6|RPL26|RPL37|RPS16|RPS13|RPS15A|RPL32|RPL31|RPS12|RPS6|RPS9|RPL7|RPS3|RPS29|RPS4X|RPL13|RPS25|RPL9|RPL19|RPS5|RPL27|RPL24|RPL22|RPS18|RPL10A|RPL38|RPS15|RPL5|RPL18A|RPS20|RPL34|RPL18|RPL35|RPL36|RPL28|RPL29|RPL30|RPL23|RPL13A|RPS7|RPL7A|RPL8|RPS3A|RPL4|RPLP2|RPL3|RPL21|RPS2|RPS17|RPLP1|RPL14|RPL37A|RPL23A|RPL27A|RPS8|RPL11|RPS19|RPS24|RPL39|RPL36AL|RPS11|FAU|RPL12|RPS23|RSL24D1|RPLP0|RPS21|RPL22L1|RPS27|RPSA|RPL10|RPS28	KIRC
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.048732943	0.232418653	0.287857117	-0.434729607	-1.41322955	50	CXCL8|NFKBIA|CXCL10|MAPK10|NFKBIB|ISG15|TANK|CYLD|IRF3|DDX58|TBKBP1|DDX3X|IFIH1	CHOL
KEGG	KEGG_RNA_DEGRADATION	1	1	0.044418115	-0.131809884	-0.438085293	54	PATL1|EXOSC6|EXOSC9|CNOT2|EXOSC5|EXOSC8|DCPS|LSM6|CNOT4|EXOSC7|MPHOSPH6|EXOSC4|PNPT1|LSM8|HSPA9|ZCCHC7|CNOT10|HSPD1|WDR61|PARN|CNOT8|DCP1A|CNOT3|CNOT6L|SKIV2L|DDX6|DIS3|CNOT6|LSM3|DCP1B	CHOL
KEGG	KEGG_RNA_POLYMERASE	0.992202729	1	0.044864511	0.179148022	0.519303336	25	POLR2G|POLR2E|POLR1B|POLR3A|POLR2H|POLR2L|POLR1C|POLR2I	CHOL
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.325396825	0.611351611	0.103197467	-0.413627876	-1.123282289	20	GGT7|CTH|HEMK1|LCMT2|MARS2|METTL2B	CHOL
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.088050314	0.309006764	0.219250347	0.353160344	1.2801988	72	LAMA3|COL4A2|LAMB2|COL4A1|ITGA2B|CASP9|LAMB3|LAMB1|FN1|PIK3CG|MAX|ITGAV|ITGB1|CCND1|LAMA4	CHOL
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.276061776	0.604088122	0.111918316	-0.36791213	-1.127300015	34	STX3|VAMP2|TSNARE1|STX10|BET1L|BNIP1|USE1|STX5|GOSR1|STX8|STX2|STX17|STX7|VAMP5|STX11|STX4|VTI1A|STX12	CHOL
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.533333333	0.772096205	0.074738523	0.327430866	0.958947914	27	PLPP3|SMPD1|SMPD3|SPHK1|ACER3|PLPP1|ARSA|B4GALT6	CHOL
KEGG	KEGG_SPLICEOSOME	0.012215517	0.078347801	0.380730401	-0.397283372	-1.521985704	121	SRSF5|PRPF38B|PRPF18|SNRPB2|DDX5|BCAS2|SRSF7|SNRNP70|RBMX|PRPF3|PQBP1|SNRPA|SF3B6|U2SURP|SLU7|HSPA6|SNRPD1|XAB2|HSPA2|HNRNPA1|SNRPD2|SNW1|ACIN1|CWC15|ZMAT2|HSPA1B|SART1|HNRNPU|WBP11|SNRPC|MAGOH|SRSF3|SF3B1|SRSF10|SYF2|PHF5A|HSPA8|LSM6|PUF60|PRPF38A|RBM22|PRPF6|PLRG1|THOC1|PRPF31|ALYREF|SF3A3|RBM17|TCERG1|LSM8|TRA2B|SF3B5|USP39|SNRPE|TRA2A|SF3B2|BUD31|DHX8|SF3A2|PPIL1|SNRPF|SF3B3|PRPF4	CHOL
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.231683168	0.56701407	0.125639921	0.414803195	1.181743389	24	GYS2|PYGB|UGT2B11|PGM1|GANC|GPI|GBE1	CHOL
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.094674556	0.320172136	0.204294757	0.543146657	1.365390979	14	DHCR7|CEL|LIPA|SC5D	CHOL
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.236686391	0.571735956	0.123842171	0.477438643	1.200210676	14	STS|AKR1C1|UGT2B11|COMT|AKR1C3|HSD17B12|HSD17B3	CHOL
KEGG	KEGG_SULFUR_METABOLISM	0.139805825	0.412760055	0.164405756	0.656153899	1.347285958	7	PAPSS2|SULT1A1|PAPSS1|CHST12	CHOL
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.05019305	0.233397683	0.28201335	-0.480209879	-1.47885163	35	FCGR3B|FCGR2B|FCGR1A|CD86|HLA-DQA2|HLA-DMB|FCGR2A|FCGR3A|HLA-DPA1|HLA-DMA|HLA-DRA|HLA-DRB1|SNRPD1	CHOL
KEGG	KEGG_TASTE_TRANSDUCTION	0.431372549	0.703818369	0.086034724	0.479418069	1.019380195	8	ADCY6|GNAS|GNB1|PRKACA	CHOL
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.077253219	0.309006764	0.237793834	-0.822249926	-1.459646992	4	GGT7	CHOL
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.902390438	0.975840823	0.050193425	-0.268572603	-0.657077939	13	IDI1|ACAT2|MVD|GGPS1|PDSS1|HMGCR|MVK|HMGCS1|PDSS2	CHOL
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.002350341	0.022202165	0.431707696	0.479276865	1.666263333	55	DCN|TGFB3|ID1|SMAD6|THBS1|ACVRL1|ACVR1|BMP8B|TGFB1|TGFB2|ACVR2B|SMAD5|PPP2CB|ID3|LTBP1|MAPK3|TNF|E2F5|RHOA	CHOL
KEGG	KEGG_THYROID_CANCER	0.611788618	0.812804878	0.069613344	-0.312064401	-0.895025826	27	LEF1|TCF7|NTRK1	CHOL
KEGG	KEGG_TIGHT_JUNCTION	2.83E-08	1.32E-06	0.733761988	0.597826991	2.207918474	84	TJP1|MYL9|JAM2|JAM3|EPB41L1|MAGI3|MAGI1|CLDN5|GNAI1|MPDZ|RAB13|PARD6A|CTTN|SRC|ACTB|ACTN1|MYH9|ACTG1|CTNNA1|TJP2|EPB41L2|RRAS|MYH11|PPP2R2D|PRKCB|PARD6G|PRKCQ|PPP2CB|EXOC4|MAGI2|PARD3|ACTN4|CTNNB1|SPTAN1|AMOTL1|AKT1|AKT2|RHOA|AFDN	CHOL
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000205405	0.003137614	0.518848078	-0.536016762	-1.885467562	72	CXCL8|FOS|JUN|NFKBIA|TLR8|CXCL10|TLR2|CD86|TICAM1|MAP2K6|STAT1|PIK3R5|IFNAR1|CD14|MAPK10	CHOL
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.163424125	0.447013046	0.151148761	0.443740077	1.260376946	23	INMT|MAOB|ALDH7A1|IDO1|MAOA|HADH|ALDH9A1	CHOL
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.689243028	0.816555434	0.062800398	-0.29065451	-0.852420769	29	SOCS3|HK2|PIK3R5|MAPK10|IRS2	CHOL
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.364541833	0.651969047	0.096562955	-0.363920833	-1.067293526	29	FAS|CD86|HLA-DQA2|HLA-DMB|HLA-DPA1|IL1B|HLA-DMA|HLA-DRA|HLA-DRB1	CHOL
KEGG	KEGG_TYROSINE_METABOLISM	0.6692607	0.816555434	0.063079041	0.319058739	0.854434471	18	MAOB|MAOA|HGD|COMT|FAH	CHOL
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.000211998	0.003137614	0.518848078	-0.49037888	-1.786412672	90	FOS|JUN|NFKBIA|CD8B|CD3E|CD3D|CD8A|CD3G|PTPRC|PDCD1|ITK|LCK|RASGRP1|CD247|NFKBIE	CHOL
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.986615679	1	0.044240742	-0.184548557	-0.710849516	124	SOCS3|UBE2D1|CDC34|UBE2B|UBE4A|UBE2S|ANAPC10|SYVN1|UBE2L6|UBE2M|UBE2E2|FZR1|CUL4A|FBXO2|RBX1|NEDD4L|UBE2D3|ERCC8|UBA6|UBE2H|UBOX5|PIAS1|MAP3K1|UBE2I|CUL3|UBE2N|BIRC2|FBXW8|UBE2K	CHOL
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.597535934	0.811253166	0.071305299	-0.422352394	-0.877842528	7	LARS2|VARS2|IARS2	CHOL
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.9	0.975840823	0.051426492	0.227859	0.7248713	37	ABAT|ALDH7A1|HADH|ALDH9A1|PCCB|HMGCL|BCAT1|ACAD8|ACADM|ALDH3A2|OXCT1|IVD|BCKDHB	CHOL
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	2.97E-07	9.21E-06	0.67496286	0.591861079	2.129155485	71	RAMP3|MYL9|RAMP2|KCNMB1|GNA11|PPP1R14A|CACNA1F|NPR1|GNA12|CALD1|ADCY3|MYH11|KCNMB4|ADCY6|PRKCB|CALCRL|PRKCQ|ITPR2|GNAS|RAMP1|CALM3|ITPR1|PLA2G12A|MYL6|MAPK3|ARAF|RAF1|ARHGEF12|MYLK|RHOA|PLCB4|GNAQ|ROCK2|PRKCA|ADORA2B|PRKG1|PLCB3|AVPR1A	CHOL
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.459627329	0.724497316	0.085535695	0.320602337	1.007988063	36	DYNC1I1|DYNC1LI2|ADCY3|RAB11B|DYNLL2|ADCY6|GNAS|DCTN6|RAB5B|DCTN1|DCTN2|RAB5C	CHOL
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.393509128	0.677710165	0.093145458	0.296459716	1.03289475	56	HSPB1|CASP9|MAPK12|MAPK11|PIK3CG|MAPKAPK2|SRC|SPHK1|PRKCB|PLA2G12A|KDR|MAPK3|NOS3|RAF1|NFATC1|AKT1|AKT2|BAD|NFATC2|PRKCA|RAC1|PPP3R1|SPHK2|MAPKAPK3|PTK2	CHOL
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.323828921	0.611351611	0.105125132	0.332739922	1.077905756	40	TJP1|ACTB|ACTG1|ARF1|ADCY3|TJP2|PRKCB|ATP6V0E1|GNAS|ATP6AP1|ATP6V1F|ATP6V1A|KDELR2|ATP6V1E1|SEC61A1|PRKCA|SLC12A2	CHOL
KEGG	KEGG_VIRAL_MYOCARDITIS	0.675097276	0.816555434	0.062661823	-0.273638656	-0.890342992	49	ICAM1|CD86|ITGB2|HLA-DQA2|HLA-DMB|HLA-DPA1|CD55|HLA-DMA|CASP3|HLA-DRA|HLA-DRB1	CHOL
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.94368932	0.989075537	0.046975873	-0.204639812	-0.758265907	100	JUN|LEF1|TCF7|PORCN|FZD5|PPP2R5B|MAPK10|MYC|TBL1X|FRAT1|FZD8	CHOL
KEGG	KEGG_ABC_TRANSPORTERS	0.169090909	0.413827751	0.142901149	-0.413594467	-1.222895419	24	ABCA1|ABCD2|ABCG2|ABCB8|ABCG1|TAP1|ABCD4|ABCC10	COAD
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.657848325	0.872184553	0.059221919	-0.253657342	-0.888754085	53	LEF1|TCF7|PIM2|MYC|FLT3|PIM1|SPI1|RARA|PIK3R5|EIF4EBP1|HRAS	COAD
KEGG	KEGG_ADHERENS_JUNCTION	0.061846875	0.230070377	0.321775918	0.364262797	1.364277163	62	WASF3|TJP1|VCL|ACTB|ACTN1|SRC|PTPRJ|ACTG1|CTNNA1|PTPRF|PARD3|SSX2IP|RHOA|IGF1R|ACTN4|SMAD2|MAPK3|CTNND1|MAPK1|PTPRB|INSR|NECTIN1|FYN|NLK	COAD
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.554577465	0.799623321	0.067362387	-0.271799955	-0.9435726	51	NFKBIA|TNFRSF1B|SOCS3|SLC2A1|NFKBIE|TNFRSF1A|CAMKK1|STK11	COAD
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.803797468	0.964556962	0.058221624	0.273798473	0.743867146	15	ABAT|ASS1|CAD|GFPT1	COAD
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.85619469	0.997372159	0.057487741	0.241333444	0.72831878	24	PIK3CG|PRKCB|PRKCA|MAPK3|MAPK1|INSR|SLC9A3R2|IRS1|PIK3CB|ATP1B1	COAD
KEGG	KEGG_ALLOGRAFT_REJECTION	0.057407407	0.226882477	0.257206466	-0.489453656	-1.458730866	25	FAS|HLA-DMB|CD86|HLA-DRB1|HLA-DQA2|HLA-DRB5|HLA-DRA|HLA-DPA1|HLA-DOA|CD28|HLA-DMA	COAD
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.08266129	0.284722222	0.222056046	0.696156303	1.434032872	6	FADS2|PLA2G12A|ACOX1	COAD
KEGG	KEGG_ALZHEIMERS_DISEASE	0.251196172	0.54967633	0.133554955	0.253994205	1.081566672	125	ATP2A3|CASP9|GRIN2A|CACNA1F|ATP2A2|APP|CAPN1|CALM3|GRIN2D|ITPR1|LPL|PSEN2|GAPDH|ITPR2|MT-CYB|ADAM10|GNAQ|PPP3R1|BACE1|CAPN2|ERN1|NDUFA4|BAD|PLCB4|MT-CO2|MAPK3|UQCRHL|MAPK1|MT-CO1|GSK3B|SNCA|MT-ATP6|CYCS|MT-CO3|TNF|CALM1|NDUFS1|NAE1	COAD
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.297196262	0.621106794	0.105125132	-0.405712799	-1.127602071	19	AARS2|EARS2|HARS2|MTFMT|LARS2|IARS2|WARS2|MARS2|FARS2|CARS2	COAD
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.802631579	0.964556962	0.060118614	0.238829399	0.789601946	36	GPI|CYB5R3|CYB5R1|PGM1|HK1|PGM3|GALK2|UGP2|NPL	COAD
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.637583893	0.859352203	0.072357085	0.262197543	0.895164603	41	CASP9|GRIN2A|MAPK12|GPX1|GRIN2D|PPP3R1|MAP3K5|BAD|CCS|ALS2|TOMM40L|CYCS|DERL1|SOD1|TNF	COAD
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.004213012	0.034070444	0.407017919	-0.463533365	-1.624108998	53	CD8B|CD8A|HSPA5|HLA-DMB|CTSS|CTSL|HLA-DRB1|HLA-DQA2|CD74|HLA-DRB5|HLA-DRA|HLA-DPA1|CD4|TAP1|HLA-DOA|HLA-DMA|HSPA8|RFX5|PSME2|HSP90AB1|NFYA|PSME1|HLA-DPB1|CIITA|HLA-DQA1|HSPA1L|CTSB	COAD
KEGG	KEGG_APOPTOSIS	0.551724138	0.799623321	0.06658921	-0.25157777	-0.94354821	77	NFKBIA|IL1RAP|FAS|CSF2RB|TNFRSF10B|TNFRSF10C	COAD
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.343636364	0.642242152	0.094664622	-0.363862138	-1.075849358	24	PTGS2|GGT7|CYP2U1	COAD
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.743421053	0.934299431	0.063784539	0.253087951	0.833176695	35	MAOB|PYCR2|SAT1|GAMT|ODC1|ALDH9A1|NOS3|NAGS|ASS1|SMS|CKB	COAD
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.000898941	0.00836015	0.477270815	0.52031075	1.78697475	42	ITGA2B|ITGB3|ITGB5|RYR2|CACNA1F|ATP2A2|ACTB|ACTN1|ITGB1|PKP2|ITGAV|LMNA|ACTG1|CTNNA1|DAG1|CACNB1|ITGA9|ITGA6|CACNB3|ITGA2|EMD|LAMA2|DMD|ACTN4	COAD
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.997890295	0.99827883	0.048214971	0.18038856	0.383316661	7	ALDH9A1|ALDH7A1	COAD
KEGG	KEGG_ASTHMA	0.026209591	0.135416222	0.352487858	-0.612255042	-1.617016683	15	HLA-DMB|HLA-DRB1|HLA-DQA2|HLA-DRB5|HLA-DRA|HLA-DPA1|HLA-DOA|HLA-DMA	COAD
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.07518797	0.263867215	0.224966094	-0.463628022	-1.389305686	26	FAS|HLA-DMB|CD86|HLA-DRB1|HLA-DQA2|HLA-DRB5|HLA-DRA|HLA-DPA1|HLA-DOA|CD28|HLA-DMA	COAD
KEGG	KEGG_AXON_GUIDANCE	0.000424878	0.004648669	0.498493109	0.462063259	1.78570014	75	SEMA5A|PLXNB3|GNAI1|SEMA4D|ABLIM3|EFNB2|EPHA2|SEMA6C|CFL1|LIMK1|ITGB1|ROBO1|PPP3R1|NCK2|NFATC1|NFAT5|SEMA4B|RHOA|ARHGEF12|SEMA4F|ABLIM1|SEMA3D|ROCK2|MAPK3|SEMA3G|PTK2|EFNB1|MAPK1|FYN|GSK3B|PLXNA1|PLXNA3|DPYSL2	COAD
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.305605787	0.624644795	0.101350744	-0.383657591	-1.12180197	22	LEF1|TCF7|AXIN2	COAD
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.962825279	0.99827883	0.044064035	-0.204626027	-0.628522781	29	TBP|GTF2B|GTF2E2|GTF2A2|TAF4B|TAF9B|TAF12|TAF9|GTF2H3|TAF7|TAF5|TAF13|TAF6L|GTF2H2	COAD
KEGG	KEGG_BASE_EXCISION_REPAIR	0.990583804	0.99827883	0.043363699	-0.150511035	-0.471728951	32	POLD3|MUTYH|POLE4|APEX1|NEIL2|UNG|POLD2|POLB|PARP2|PCNA|MPG|NEIL3|PARP1	COAD
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.494692144	0.754202777	0.082896213	0.370221445	0.976570266	14	ABAT|ALDH9A1|DPYD|SMS|ALDH7A1|ACADM|MLYCD	COAD
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.675105485	0.8842931	0.06658921	0.297172002	0.844451702	17	ACOT7|FADS2|HSD17B12|ACOX1|FADS1|TECR	COAD
KEGG	KEGG_BLADDER_CANCER	0.0594541	0.226882477	0.321775918	-0.438424784	-1.437725342	38	CXCL8|VEGFA|CDH1|CDKN2A|MYC	COAD
KEGG	KEGG_BUTANOATE_METABOLISM	0.981916817	0.99827883	0.041908175	-0.174657257	-0.510691981	22	ALDH5A1|ACAT2|HADHA|ALDH2|ACADS|ACSM3|ACAT1|ALDH1B1|BDH1|ECHS1	COAD
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.008406177	0.053915479	0.380730401	-0.415060887	-1.52517046	69	JUN|NFKBIA|FOS|CD19|LILRB3|FCGR2B|CD79A|IFITM1|NFKBIE|MALT1	COAD
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.005347588	0.039786058	0.407017919	0.384037364	1.512263007	85	ATP2A3|GRIN2A|RYR2|CACNA1F|PLCD3|ATP2A2|SLC8A3|TNNC2|P2RX1|CALM3|GRIN2D|ITPR1|PRKCB|ADORA2B|GNAS|TBXA2R|HTR2A|GNA15|ITPR2|SPHK1|PLCD4|PHKB|GNAQ|PPP3R1|ADCY3|SPHK2|MYLK|PRKCA|F2R|PLCB4|NOS3|PHKG1|PTGER3|GNA11|ADRB2	COAD
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.128440367	0.373279817	0.188204146	0.363143543	1.266955585	44	TPM2|SLC9A1|TPM4|RYR2|CACNA1F|TPM1|ATP2A2|CACNB1|CACNB3|MT-CYB|TPM3	COAD
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.008292138	0.053915479	0.380730401	-0.42725747	-1.576605393	71	ICAM1|CD8B|CDH1|VCAN|SELL|CD8A|HLA-DMB|CD86|SELPLG|MPZL1|CD2|ITGB2|HLA-DRB1|HLA-DQA2|ITGA4|PTPRC|HLA-DRB5|PDCD1|ITGB7|HLA-DRA|ICAM3|HLA-DPA1|CD4|CD22|HLA-DOA|CD28|HLA-DMA	COAD
KEGG	KEGG_CELL_CYCLE	0.986183074	0.99827883	0.039597912	-0.174303229	-0.701443918	114	GADD45B|CDKN2A|TFDP1|CDKN1B|MYC|MAD2L1|DBF4|E2F2|CCNA2|CDC25B|SKP2|FZR1|CCND2|PLK1|ATM|CDC20|CCNE1|ANAPC10|BUB3|CDK4|ANAPC13|SMAD3|ZBTB17|MAD2L2|E2F1|RBL2|CCNE2|ESPL1	COAD
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.235897436	0.528637627	0.114266502	-0.267806522	-1.098979266	129	CXCL8|CXCR4|NFKBIA|CXCL1|CCR7|CXCR3|CCL3L3|CXCR1	COAD
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.940068493	0.99827883	0.041404427	-0.197622905	-0.724972174	67	NFKBIA|CDKN2A|TGFBR1|CDKN1B|MYC	COAD
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.022919177	0.125381382	0.352487858	-0.683479134	-1.674221278	11	PER1|BHLHE40|BHLHE41|NR1D1	COAD
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.738888889	0.934299431	0.056059588	-0.269512523	-0.818186192	27	PC|SUCLG2|SDHD|IDH3B|FH|DLD|MDH1	COAD
KEGG	KEGG_COLORECTAL_CANCER	0.135231317	0.381106438	0.159646702	-0.3537386	-1.252825517	57	JUN|FOS|LEF1|TCF7|AXIN2|TGFBR1|MYC	COAD
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.023775882	0.126351831	0.352487858	-0.505286773	-1.55202274	29	PLAU|PLAUR|C5AR1|CFD|F5|SERPINA1	COAD
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.932604736	0.99827883	0.044596162	-0.222522253	-0.652432898	23	CTH|AHCY|GOT1|LDHB	COAD
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	3.96E-10	3.68E-08	0.814035838	-0.579757814	-2.327523495	113	CXCL8|TNFRSF25|OSM|CXCR4|IL1R2|TNFRSF1B|CXCL1|CSF3R|VEGFA|IL1RAP|CCR7|CD27|FAS|IL7R|CXCR3|IL2RG|RELT|CCL3L3|TNFSF8|IL13RA1|CXCR1|CSF2RB|TNFRSF13B|TNFRSF10B|TNFRSF10C|LTB|TNFRSF13C|TGFBR1|IFNGR2|IL12RB1|IFNLR1|CSF2RA|IL4R|CXCL10|CCR1|TNFRSF1A|CSF1|IFNAR1|IL15|IL10RA|LTBR|FLT3|TNFSF12|CXCR2|CCL4L2	COAD
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.097649186	0.312536528	0.19189224	-0.408340588	-1.329628882	37	NFKBIA|CXCL10|IRF7|IKBKE|CCL4L2|AIM2|IRF3|ZBP1|IL1B|CCL4|DDX58|CASP1|NFKBIB|POLR3D|PYCARD|POLR1C|NFKB1|POLR3H|POLR3K|POLR3C|POLR3F|RIPK3|POLR3B	COAD
KEGG	KEGG_DILATED_CARDIOMYOPATHY	2.63E-07	9.79E-06	0.67496286	0.639260015	2.236328173	45	TPM2|ITGA2B|ITGB3|ITGB5|TPM4|RYR2|CACNA1F|TPM1|ATP2A2|ACTB|ITGB1|TGFB2|ADCY6|TGFB1|ITGAV|LMNA|ACTG1|GNAS|DAG1|CACNB1|ITGA9|ITGA6|CACNB3|ITGA2|EMD|LAMA2|ADCY3|DMD|TPM3	COAD
KEGG	KEGG_DNA_REPLICATION	0.661172161	0.872184553	0.060771945	-0.273234695	-0.877127297	35	RPA3|SSBP1|RFC3|POLD3|POLE4|RNASEH1|RPA2	COAD
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.617100372	0.843038389	0.064794337	-0.324734974	-0.87518872	16	ETV7|ETS1|NOTCH1	COAD
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.406852248	0.712543391	0.094356364	0.360752429	1.046121239	19	GSTA1|MAOB|FMO5|GSTM3|GSTO1|GSTM5	COAD
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.579136691	0.816056246	0.066284219	-0.31835177	-0.921182502	21	CES1|UCKL1|TPMT|IMPDH2|NAT1|ITPA	COAD
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	3.83E-07	1.19E-05	0.67496286	0.640699027	2.262285406	47	COL6A3|VWF|LAMB2|GP5|ITGA2B|COL4A2|ITGB3|COL5A1|LAMC1|THBS1|COL3A1|ITGB5|SDC4|COL1A1|GP6|GP9|ITGB1|TNXB|GP1BA|ITGAV|DAG1|ITGA9|ITGA6|ITGA2|COL1A2|LAMA2|LAMB1|HSPG2|CD36|COL4A1|CD47|ITGA1	COAD
KEGG	KEGG_ENDOCYTOSIS	0.001721857	0.014557519	0.455059867	0.354707462	1.561091211	156	ASAP3|DNM1|CHMP4C|HLA-E|EHD2|GRK5|SRC|HLA-B|RET|HLA-A|RUFY1|EHD3|PIP4K2B|RAB11B|PSD3|HLA-C|EGF|PARD6A|HLA-G|AP2M1|PARD3|ASAP2|CHMP3|EHD1|CHMP6|DNM3|WWP1|RAB5B|IGF1R|PIP5K1C|PARD6G|GRK4|GRK3|FLT1|AP2S1|LDLRAP1|AP2B1|F2R|CBL|VPS28|RAB4A|EPS15|ARRB1|DNM1L|CLTC|ADRB2|RAB31|EPN1|VPS37C|SH3GLB1|RAB5C|CLTB	COAD
KEGG	KEGG_ENDOMETRIAL_CANCER	0.436720143	0.712543391	0.080202344	-0.296661924	-1.013192403	46	LEF1|CDH1|TCF7|AXIN2|MYC	COAD
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.044722719	0.193451762	0.287857117	-0.408245738	-1.431543341	54	CXCL8|JUN|NFKBIA|CXCL1|CXCR1	COAD
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.546232877	0.799623321	0.066742613	-0.256633471	-0.941450208	67	AREG|JUN|NRG1|CDKN1B|MYC	COAD
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.138257576	0.383819539	0.163180127	-0.491379013	-1.324079812	17	LPCAT2|CHPT1|PLA2G7|LPCAT1|PAFAH1B3|PLPP1|LPCAT4	COAD
KEGG	KEGG_FATTY_ACID_METABOLISM	0.849137931	0.997372159	0.056648418	0.232250294	0.73551112	29	CPT1A|ACOX1|ACADVL|ACSL4|ALDH9A1|HADH	COAD
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.156599553	0.398970399	0.166933849	0.332343687	1.223550539	55	MAPK12|PIK3CG|PRKCB|PLA2G12A|FCER1G|GRB2|AKT2|PRKCA|SYK|AKT1|LYN|MAPK3|PRKCD|MAPK1|RAF1|FYN|TNF|BTK|PIK3CB	COAD
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.019012023	0.107158676	0.352487858	0.369622078	1.449867067	83	ASAP3|DNM1|WASF3|CFL1|LIMK1|PIP4K2B|PIK3CG|PRKCB|GSN|ARPC1B|PLPP3|ARPC4|SPHK1|ASAP2|DNM3|AKT2|SPHK2|PRKCA|PIP5K1C|SYK|AKT1|LYN|CRKL|MAPK3|ARPC5|DNM1L|PRKCD|MAPK1|RAF1	COAD
KEGG	KEGG_FOCAL_ADHESION	1.69E-09	1.05E-07	0.788186811	0.512963707	2.201180701	138	COL6A3|VWF|LAMB2|MYL9|ITGA2B|COL4A2|ITGB3|COL5A1|LAMC1|THBS1|FLNA|TLN1|COL3A1|ITGB5|ZYX|VCL|ACTB|ACTN1|COL1A1|SRC|CCND3|ITGB1|DIAPH1|TNXB|PARVB|PDGFD|ITGAV|PIK3CG|PRKCB|ACTG1|VEGFC|EGF|ITGA9|PDGFA|ITGA6|SHC1|PDGFB|ITGA2|COL1A2|ARHGAP35|LAMA2|PARVA|GRB2|AKT2|CAPN2|RHOA|DOCK1|IGF1R|ACTN4|MYLK|PRKCA|LAMB1|PIP5K1C|FLT1|BAD|AKT1|COL4A1|CRKL|ROCK2|MAPK3|ITGA1|PTK2	COAD
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.301136364	0.622348485	0.105125132	-0.562190639	-1.180033357	7	ALPL	COAD
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.706140351	0.905807623	0.066284219	0.275801823	0.861366577	28	PFKM|ALDOA|MTMR2|HK1|PFKP|SORD|PFKL	COAD
KEGG	KEGG_GALACTOSE_METABOLISM	0.34529148	0.642242152	0.107140237	0.37242897	1.088728209	21	PFKM|PGM1|HK1|GANC|PFKP|PFKL|GLA|GALK2|B4GALT2|UGP2	COAD
KEGG	KEGG_GAP_JUNCTION	1.14E-05	0.000176328	0.593325476	0.546203322	2.048835144	61	LPAR1|TUBB6|TJP1|GNAI1|SRC|TUBB4B|TUBA1B|ADCY6|ITPR1|PDGFD|TUBAL3|PRKCB|GNAS|EGF|TUBB1|HTR2A|ITPR2|PDGFA|PDGFB|PRKG2|TUBB|GNAQ|PRKG1|TUBA1C|ADCY3|GRB2|PRKCA|PLCB4|MAPK3|MAPK1|RAF1|GNA11	COAD
KEGG	KEGG_GLIOMA	0.112612613	0.341404358	0.199915231	0.363587338	1.305662117	50	CALM3|PIK3CG|PRKCB|EGF|PDGFA|SHC1|PDGFB|GRB2|AKT2|ARAF|IGF1R|PRKCA|AKT1|MAPK3|MAPK1|RAF1|CDK6|CAMK2G|PIK3CB|CALM1	COAD
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.344322344	0.642242152	0.094975153	-0.333672851	-1.076362469	36	GGT7|GSTM1|ANPEP|MGST1|GCLC	COAD
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.013013894	0.080686141	0.380730401	0.467814675	1.560271699	37	CEL|MGLL|AGPAT1|DGKH|DGKG|LPL|DGKI|PLPP3|DGKZ|DGKD|LIPC|TKFC|AGPAT3|ALDH9A1	COAD
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.333333333	0.642242152	0.094664622	-0.309405246	-1.08408128	53	ACHE|LPCAT2|GPAT3|CHPT1|ADPRM|MBOAT7	COAD
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.6124197	0.843038389	0.072179797	0.307070587	0.890452947	19	PHGDH|MAOB|PIPOX|GAMT	COAD
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.030761929	0.147504595	0.352487858	0.423500126	1.440015182	40	ENO2|GPI|PKM|PFKM|ALDOA|PGM1|GAPDH|HK1|GALM|PFKP|PFKL|PGK1|ALDH9A1	COAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.418259023	0.712543391	0.092259726	0.35960261	1.02794865	18	CHST13|XYLT2|CHST12|UST|DSE	COAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.196202532	0.461945201	0.142901149	0.459901118	1.249478598	15	XYLT2|EXT2|NDST1|HS2ST1|GLCE	COAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.265795207	0.574859401	0.12267919	0.527382681	1.192695273	9	FUT8|ST3GAL3|B4GALT2	COAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.420258621	0.712543391	0.092848121	0.373239309	1.025924838	16	HYAL3|HPSE|IDUA|GNS|IDS|HGSNAT|GUSB	COAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.383458647	0.692459304	0.090263548	-0.432678307	-1.059870291	11	ST6GALNAC4|HEXB|ST8SIA5	COAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.690987124	0.892525036	0.066284219	0.374710629	0.824732698	8	NAGA|A4GALT|GLA	COAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.314893617	0.629787234	0.109684062	0.455898276	1.117104796	11	ABO|ST3GAL3|ST3GAL4|ST3GAL6|B4GALT2	COAD
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.978021978	0.99827883	0.051011413	0.192205335	0.555397592	20	GPAA1|PIGS|PIGN|PIGK|PIGB|DPM2|PIGH|PIGG|PIGF	COAD
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.923404255	0.99827883	0.052163031	0.237799853	0.614422675	13	MTHFD2|MDH2|ACO1|MTHFD2L	COAD
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.19239905	0.458797734	0.154190967	0.306931599	1.153803679	66	CACNA1F|MAPK12|SRC|CALM3|ADCY6|ITPR1|ATF4|PRKCB|GNAS|PLA2G12A|ITPR2|GNAQ|ADCY3|GRB2|PRKCA|PLCB4|MAPK3|PRKCD|MAPK1|RAF1|GNA11	COAD
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.051851852	0.214320988	0.271288555	-0.497105931	-1.481537131	25	FAS|HLA-DMB|CD86|HLA-DRB1|HLA-DQA2|HLA-DRB5|HLA-DRA|HLA-DPA1|HLA-DOA|CD28|HLA-DMA	COAD
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.039900965	0.176704271	0.321775918	0.528421084	1.510527801	18	SMO|WNT11|BMP8B|FBXW11|CSNK1A1|GSK3B|PRKACB|SUFU|PRKACA|BMP6|CSNK1G2	COAD
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	1.87E-06	3.49E-05	0.643551836	-0.594631747	-2.157693405	63	IL1R2|CD8B|CSF3R|CD3E|CD19|IL7R|CD3D|ANPEP|CD5|CD8A|CD7|CD3G|CD44|MS4A1|CD2|HLA-DRB1|MME|ITGA4|HLA-DRB5|CSF2RA|CD33|IL4R|HLA-DRA|FCGR1A|CD14|GYPA|TFRC|CSF1|CD4|CD1D|CD22|FLT3|CD38	COAD
KEGG	KEGG_HISTIDINE_METABOLISM	0.653409091	0.872184553	0.062939469	-0.316951281	-0.854063324	17	HEMK1|METTL2B|LCMT2|ALDH2|HNMT|MAOA	COAD
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.951438849	0.99827883	0.043103683	-0.205551632	-0.594784088	21	RPA3|SSBP1|POLD3|RPA2|NBN	COAD
KEGG	KEGG_HUNTINGTONS_DISEASE	0.620947631	0.843038389	0.079343496	0.219771969	0.941876861	136	DLG4|CASP9|GPX1|DNAH2|POLR2G|POLR2E|ITPR1|HTT|AP2M1|MT-CYB|DCTN2|SOD2|GNAQ|PPARG|DNAL4|NDUFA4|NRF1|AP2S1|AP2B1|PLCB4|MT-CO2|UQCRHL|CLTC|DCTN1|MT-CO1|CREB3L2|MT-ATP6|CYCS|CLTB|MT-CO3|SOD1|NDUFS1|BDNF|CREB3L4|UQCRH	COAD
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	6.75E-07	1.79E-05	0.659444398	0.643639625	2.23184855	43	TPM2|ITGA2B|ITGB3|ITGB5|TPM4|RYR2|CACNA1F|TPM1|ATP2A2|ACTB|ITGB1|TGFB2|TGFB1|ITGAV|LMNA|ACTG1|DAG1|CACNB1|ITGA9|ITGA6|CACNB3|ITGA2|EMD|LAMA2|DMD|TPM3	COAD
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.171945701	0.415349357	0.159646702	0.342260588	1.21364632	48	PLCD3|PIP4K2B|PIK3CG|INPPL1|PLCD4|IMPA2|OCRL|INPP4B|PI4KA|PIP5K1C|CDIPT|PLCB4|INPP5K|INPP5B|INPP5A|TPI1|PIK3C2A|PIK3CB	COAD
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.507177033	0.766950636	0.088094501	0.236818546	0.977561294	111	PRKAR1B|PRKAR2B|PYGB|CALM3|PIK3CG|PDE3A|ACACA|PTPRF|SHC1|HK1|PHKB|GRB2|AKT2|ARAF|PRKAR1A|BAD|AKT1|CRKL|CBL|MAPK3|PHKG1|INPP5K|MAPK1|RAF1|INSR|TRIP10|FLOT1|GSK3B|IRS1|PRKACB|PIK3CB|CALM1|PPP1CB|PRKAA1|MKNK1|FLOT2|EIF4E|RPTOR	COAD
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	8.55E-06	0.000144652	0.593325476	-0.700759993	-2.138953063	28	CXCR4|HLA-DMB|CD86|TNFRSF13B|HLA-DRB1|HLA-DQA2|TNFRSF13C|ITGA4|HLA-DRB5|ITGB7|HLA-DRA|HLA-DPA1|IL15|HLA-DOA|LTBR|CD28|HLA-DMA	COAD
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.032514454	0.147504595	0.321775918	-0.36982526	-1.402507433	82	OSM|CSF3R|IL7R|IL2RG|IL13RA1|CSF2RB|SOCS3|IFNGR2|MYC|IL12RB1|IFNLR1|CSF2RA|IL4R|IFNAR1|IL15|IL10RA	COAD
KEGG	KEGG_LEISHMANIA_INFECTION	0.000141149	0.001750251	0.518848078	-0.533791254	-1.917094432	60	JUN|PTGS2|NFKBIA|FOS|HLA-DMB|TLR2|ITGB2|HLA-DRB1|HLA-DQA2|IFNGR2|ITGA4|FCGR3B|HLA-DRB5|CYBA|HLA-DRA|FCGR1A|MAPK11|HLA-DPA1|HLA-DOA|HLA-DMA|NCF4|C3|MARCKSL1|STAT1|IFNGR1|IL1B|NCF2|TLR4|HLA-DPB1|NCF1|FCGR3A|HLA-DQA1|CR1|NFKBIB	COAD
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.113801453	0.341404358	0.206587923	0.323269479	1.2556001	80	MYL9|GNAI1|JAM3|VCL|MAPK12|ACTB|JAM2|ACTN1|CLDN5|ITGB1|PIK3CG|PRKCB|ACTG1|ESAM|CD99|CTNNA1|RAPGEF4|CLDN15|ARHGAP35|PECAM1|MSN|RHOA|ACTN4|PRKCA	COAD
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.578358209	0.816056246	0.068151344	-0.408810637	-0.901196815	8	YOD1|HADHA|ALDH2	COAD
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.457831325	0.720847243	0.084074558	0.551234857	1.009812622	4	PLA2G12A|ALOX15|PLA2G4A	COAD
KEGG	KEGG_LONG_TERM_DEPRESSION	6.10E-05	0.000810047	0.557332239	0.584852887	1.996737249	41	GNAI1|GNA12|GNAZ|GNAO1|ITPR1|PRKCB|GNAS|PLA2G12A|ITPR2|PRKG2|GNAQ|PRKG1|ARAF|IGF1R|PRKCA|PPP2CB|LYN|GNA13|PLCB4|MAPK3|MAPK1|RAF1|GNA11	COAD
KEGG	KEGG_LONG_TERM_POTENTIATION	0.064073227	0.233678826	0.271288555	0.388344812	1.376177021	49	GRIN2A|CALM3|GRIN2D|ITPR1|ATF4|PRKCB|ITPR2|GNAQ|PPP3R1|ARAF|PRKCA|PLCB4|MAPK3|MAPK1|RAF1|PRKACB|CAMK2G|CALM1|PPP1CB	COAD
KEGG	KEGG_LYSINE_DEGRADATION	0.516853933	0.769078652	0.08359906	0.280726787	0.954547141	40	PLOD1|PIPOX|AASS|PLOD3|ALDH9A1|PLOD2|NSD2|HADH|OGDH|TMLHE|SUV39H2|ASH1L|NSD1|ALDH7A1|SETD2|DLST|SETD7	COAD
KEGG	KEGG_LYSOSOME	0.228915663	0.519247723	0.14122512	0.275334211	1.119538898	104	TPP1|SORT1|CTSW|PSAP|ACP2|LAMP1|LIPA|CTSA|ATP6AP1|IDUA|ARSA|SMPD1|PLA2G15|CTSD|AP1M2|NAGA|GNS|LGMN|IDS|ENTPD4|SUMF1|AP1S1|LAMP2|GBA|HGSNAT|GLA|SLC11A2|M6PR|CD63|NPC2|GUSB|LAPTM4B|CLTC|GNPTAB	COAD
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.046430361	0.196273801	0.321775918	-0.306718517	-1.334791965	185	DDIT3|JUN|GADD45B|DUSP8|FOS|DUSP2|DUSP1|IL1R2|FAS|DUSP4|DUSP10|JUND|RASGRP1|TGFBR1|CACNA1D|NR4A1|MKNK2|MYC|RELB|MAP3K12|NTRK1|MAPK11|CD14	COAD
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.976143141	0.99827883	0.046508405	0.330399218	0.49652508	2	HHEX|HES1	COAD
KEGG	KEGG_MELANOGENESIS	0.144469526	0.395166645	0.175204048	0.340124927	1.239924533	54	GNAI1|POMC|WNT11|GNAO1|CALM3|ADCY6|PRKCB|GNAS|GNAQ|ADCY3|PRKCA|PLCB4|MAPK3|MAPK1|RAF1|GSK3B|CREB3L2|PRKACB|CAMK2G|CALM1|FZD8|CREB3L4|GNAI2	COAD
KEGG	KEGG_MELANOMA	0.431151242	0.712543391	0.094050347	0.290653517	1.007853784	43	PDGFD|PIK3CG|EGF|FGF2|PDGFA|PDGFB|AKT2|ARAF|IGF1R|BAD|AKT1|MAPK3|MAPK1|RAF1|CDK6	COAD
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.616087751	0.843038389	0.064070375	-0.315799262	-0.896242016	20	GSTM1|CYP1B1|MGST1	COAD
KEGG	KEGG_MISMATCH_REPAIR	0.441229656	0.71364101	0.080419997	-0.347008916	-1.014642469	22	RPA3|SSBP1|RFC3|POLD3	COAD
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.433691756	0.712543391	0.080858915	-0.3025705	-1.01391694	42	DDIT4|VEGFA|RPS6|STK11|EIF4B|PIK3R5|MLST8|EIF4EBP1	COAD
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.219178082	0.509589041	0.119348441	-0.294742569	-1.131892084	87	ICAM1|FAS|TNFRSF10B|TNFRSF10C|ITGB2|LCK|CD48|IFNGR2|NCR3|TYROBP|FCGR3B|CD247	COAD
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.228028504	0.519247723	0.140406239	0.299965193	1.127615872	66	LPAR1|ADRA2A|GRIN2A|GRIK5|LPAR4|PTH2R|CHRNA2|GRIK4|GABRD|P2RX1|GRIN2D|APLNR|F2RL3|ADORA2B|TBXA2R|HTR2A|PTGDR|PARD3	COAD
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.896713615	0.99827883	0.058098358	0.197057343	0.809510434	107	SORT1|MAPK12|YWHAG|MAPKAPK2|CALM3|YWHAH|ATF4|PIK3CG|KIDINS220|SH2B3|SHC1|GRB2|AKT2|RHOA|MAP3K5|BAD|AKT1|YWHAQ|CSK|CRKL|MAPK3|ARHGDIB|PRKCD|MAPK1|RAF1|YWHAE|YWHAZ|GSK3B|IRS1|CAMK2G|PIK3CB|CALM1	COAD
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.337121212	0.642242152	0.098212335	-0.416261428	-1.099381185	15	BST1|NAMPT|NT5E|CD38|NADSYN1	COAD
KEGG	KEGG_NITROGEN_METABOLISM	0.031934648	0.147504595	0.321775918	-0.668051023	-1.636429239	11	CA4|CA1|CTH	COAD
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.001220788	0.01081269	0.455059867	-0.49443689	-1.732387488	53	CXCL8|TNFAIP3|NFKBIA|CXCL1|RIPK2|NLRP3|MAPK11	COAD
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.759191176	0.943261142	0.054455595	-0.317655683	-0.754367695	10	POLM|DCLRE1C	COAD
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.461187215	0.720847243	0.090824142	0.279512376	0.986948226	47	CASP9|PIK3CG|PRKCB|EGF|GRB2|AKT2|ARAF|PRKCA|BAD|AKT1|MAPK3|MAPK1|RAF1|CDK6|STK4|PIK3CB|ERBB2	COAD
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.765765766	0.943261142	0.053129805	-0.248861299	-0.829360721	41	DLL1|MAML2|NOTCH1|LFNG|CIR1	COAD
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.609009009	0.843038389	0.063927193	-0.270780451	-0.902408977	41	RAD23A|RPA3|ERCC8|RFC3|POLD3|POLE4|XPA|CUL4A|RPA2	COAD
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.118568233	0.350058592	0.193813303	0.371505401	1.268350877	41	MAN2A2|ALG10B|FUT8|MGAT4B|ST6GAL1|MGAT5|GANAB|MAN1A1|DPM3|ALG10|RPN2	COAD
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.099137931	0.312536528	0.208955028	0.512210647	1.40791608	16	OR2L13|CALM3|PRKG2|PRKG1|ADCY3|GRK3|PRKACB|CAMK2G|CALM1|CAMK2D|OR2W3|PRKACA	COAD
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.573248408	0.816056246	0.075118164	0.345887627	0.912382512	14	MTHFD2|TYMS|MTR	COAD
KEGG	KEGG_OOCYTE_MEIOSIS	0.150357995	0.396750212	0.176694269	0.304409952	1.198706043	85	MAPK12|YWHAG|CALM3|YWHAH|ADCY6|ITPR1|ANAPC5|ITPR2|PPP3R1|ADCY3|FBXW11|IGF1R|PPP2CB|YWHAQ|CDK2|AR|MAPK3|CDC23|MAPK1|YWHAE|YWHAZ|PRKACB|BUB1|CAMK2G|CALM1|PPP2R1B|PPP1CB|CDC27	COAD
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.321428571	0.636018237	0.100633389	-0.441747231	-1.12564316	13	NEU1|HEXB|AGA|MAN2B2	COAD
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.995192308	0.99827883	0.054343439	0.159164534	0.632867724	91	ATP6AP1|MT-ND5|MT-CYB|ATP6V1A|MT-ND6|ATP6V0E1|NDUFA4|MT-ND4|ATP6V1F|ATP6V1E1|NDUFA11|MT-ND4L|MT-CO2|UQCRHL|MT-ND3|COX17|MT-ND1|MT-CO1|MT-ATP6|MT-CO3|ATP6V1G1|NDUFS1|ATP6V0D1|UQCRH	COAD
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.280590717	0.593066743	0.116739205	0.423797953	1.15139201	15	GALNT12|GCNT1|GALNT10|GALNT2|GALNT1|GALNT7|C1GALT1	COAD
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.270125224	0.577509099	0.108394256	-0.320267516	-1.123041314	54	GADD45B|FAS|PMAIP1|CDKN2A|TNFRSF10B|SESN2|SESN3	COAD
KEGG	KEGG_PANCREATIC_CANCER	0.445454545	0.714263323	0.092552886	0.269189598	1.008198543	62	CASP9|TGFB2|TGFB1|PIK3CG|VEGFC|IKBKG|EGF|STAT3|AKT2|ARAF|BAD|AKT1|SMAD2|MAPK3|RALB|MAPK1|RAF1|CDK6|PIK3CB|VEGFB|ERBB2|BCL2L1	COAD
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.682330827	0.88750723	0.060509299	-0.340566687	-0.834237603	11	VNN2|PPCDC|BCAT2|PANK4	COAD
KEGG	KEGG_PARKINSONS_DISEASE	0.980861244	0.99827883	0.05479395	0.17766986	0.708563711	93	CASP9|UBA7|MT-ND5|MT-CYB|PARK7|MT-ND6|NDUFA4|UBE2J1|UBA1|SLC18A2|MT-ND4|MT-ND4L|MT-CO2|UQCRHL|MT-ND3|MT-ND1|MT-CO1|SNCA|MT-ATP6|CYCS|MT-CO3	COAD
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.018658275	0.107158676	0.352487858	0.428492203	1.498997535	45	TUBB6|ACTB|CTTN|ITGB1|TUBB4B|TUBA1B|TUBAL3|ACTG1|TUBB1|ARPC1B|ARPC4|TUBB|TUBA1C|NCK2|RHOA|PRKCA|YWHAQ|ROCK2|ARPC5|TLR5|KRT18|FYN|YWHAZ	COAD
KEGG	KEGG_PATHWAYS_IN_CANCER	0.132669983	0.37964026	0.155241966	-0.258767373	-1.147875756	231	CXCL8|JUN|PTGS2|NFKBIA|FOS|CSF3R|VEGFA|LEF1|FAS|CDH1|TCF7|LAMB3|CDKN2A|AXIN2|TGFBR1|CDKN1B|MYC|SLC2A1|CSF2RA|NTRK1|ETS1|TRAF1	COAD
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.731759657	0.932241754	0.063500797	0.356279069	0.7841651	8	CRYL1|GUSB|UGP2	COAD
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.14922049	0.396750212	0.170932335	0.436558023	1.295723731	22	GPI|PFKM|ALDOA|G6PD|PGM1|PFKP|PFKL|PGD|TALDO1	COAD
KEGG	KEGG_PEROXISOME	0.157175399	0.398970399	0.168238166	0.326694561	1.221658216	59	CRAT|PIPOX|ABCD1|ACOX1|NUDT19|SOD2|ACSL4|FAR1|PAOX|CROT|PMVK|FAR2|ACOT8|PEX13|HSD17B4|PEX10|SCP2|PRDX5|SOD1|HMGCL|EPHX2|IDH2|PEX11B|GSTK1	COAD
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.421940928	0.712543391	0.091392433	0.492291964	1.046095785	7	MAOB|PRDX6	COAD
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.005112773	0.039623988	0.407017919	0.435154798	1.62728832	63	PLCD3|CALM3|DGKH|ITPR1|PIP4K2B|DGKG|PIK3CG|PRKCB|DGKI|ITPR2|CDS2|DGKZ|INPPL1|DGKD|PLCD4|IMPA2|OCRL|INPP4B|PI4KA|PRKCA|PIP5K1C|CDIPT|PLCB4|INPP5K|INPP5B|INPP5A|PIK3C2A|PIK3CB|CALM1	COAD
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.006427856	0.045983893	0.407017919	-0.610571137	-1.766748298	21	ALAS2|HMBS|FECH|BLVRB|PPOX|EARS2|MMAB|CPOX|HCCS	COAD
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.00816234	0.053915479	0.380730401	0.487340561	1.604346619	35	MMP1|FABP4|PLTP|ME1|SLC27A4|FADS2|CPT1A|LPL|ACOX1|ACSL4|PPARG|CD36|PPARA|GK|SCP2	COAD
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.885771543	0.99827883	0.051322333	-0.394971544	-0.646433136	3	CYP27A1	COAD
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.000334611	0.003889855	0.498493109	-0.633827081	-1.934651506	28	CD8B|CD3E|CD19|IL7R|CD3D|IL2RG|CD8A|CD79A|TNFRSF13B|TNFRSF13C|LCK|PTPRC|CD4|TAP1	COAD
KEGG	KEGG_PRION_DISEASES	0.814814815	0.971509972	0.051530912	-0.258847403	-0.771449333	25	EGR1|HSPA5|NOTCH1	COAD
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.783847981	0.959182398	0.065087757	0.223098288	0.838661205	66	GNAI1|MAPK12|ADCY6|PIK3CG|PDE3A|ANAPC5|ADCY3|AKT2|ARAF|IGF1R|AKT1|CDK2|MAPK3|CDC23|MAPK1|RAF1|PRKACB|BUB1|PIK3CB|GNAI2|CDC27	COAD
KEGG	KEGG_PROPANOATE_METABOLISM	0.972340426	0.99827883	0.049790319	0.186323627	0.579961004	26	ABAT|ACACA|ALDH9A1|ACSS2|PCCB|ALDH7A1|ACADM|MLYCD	COAD
KEGG	KEGG_PROSTATE_CANCER	0.912529551	0.99827883	0.057609111	0.200622407	0.770492394	74	CASP9|ATF4|PDGFD|PIK3CG|IKBKG|EGF|PDGFA|PDGFB|GRB2|AKT2|ARAF|IGF1R|BAD|AKT1|CDK2|AR|MAPK3|MAPK1|RAF1|GSK3B|CREB3L2|PIK3CB|ERBB2|CREB3L4	COAD
KEGG	KEGG_PROTEASOME	0.336936937	0.642242152	0.095287985	-0.325518025	-1.07377952	39	PSME2|PSMB10|PSMB6|PSMD7|PSMB3|PSME4|PSME1|PSMB4|PSMD8|PSMB7|PSMB1|PSMB9|PSMA4|PSMD3|PSMA5|SEM1|PSMC2|PSMC6|PSMD4|PSMC1|PSMC3|PSMB5|PSMB2|PSMD12|PSMD13|PSME3|POMP|PSMA3	COAD
KEGG	KEGG_PROTEIN_EXPORT	0.429856115	0.712543391	0.081526514	-0.354546692	-1.025916108	21	HSPA5|SEC11C|OXA1L|IMMP2L|SRPRB	COAD
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.313688213	0.629787234	0.102821843	-0.452860425	-1.132448305	12	CA4|ATP1A3	COAD
KEGG	KEGG_PURINE_METABOLISM	0.933104631	0.99827883	0.041823869	-0.196191818	-0.778055819	108	PDE3B|PDE4B|AK5|ADPRM|PDE9A|ENTPD1|NME3|POLR1E|NT5E|ADCY7|APRT|DCK|POLD3|PDE4A|FHIT|ADCY9|NUDT5|IMPDH2|POLE4|POLR2K|PDE6H|POLR2D|ITPA|POLR2J|PDE7A	COAD
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.969339623	0.99827883	0.054680849	0.182613777	0.715524906	82	NME4|NT5M|POLR2G|POLR2E|ENTPD6|AK3|TYMS|CMPK1|ENTPD4|DPYD|UCK1|PNP|DCTD|TK1	COAD
KEGG	KEGG_PYRUVATE_METABOLISM	0.893842887	0.99827883	0.053566938	0.216596995	0.699883276	31	PKM|ME1|ACACA|ALDH9A1|ACYP1|ACYP2	COAD
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	1.08E-06	2.51E-05	0.643551836	0.453879412	1.957499427	142	MYL9|ITGA2B|ITGB3|ITGB5|SLC9A1|MYH9|GNA12|VCL|ACTB|SSH1|ACTN1|CFL1|LIMK1|ITGB1|CYFIP1|RRAS|DIAPH1|PIP4K2B|PDGFD|ITGAV|PIK3CG|ACTG1|ABI2|GSN|EGF|ARPC1B|ITGA9|FGF2|PDGFA|ARPC4|ITGA6|PDGFB|ITGA2|ARHGAP35|MSN|RHOA|ARAF|DOCK1|ACTN4|ARHGEF12|MYLK|PIP5K1C|PFN1|APC2|F2R|GNA13|CSK|CRKL|ITGAE|ROCK2|ENAH|MAPK3|ITGA1|ARPC5|PTK2|NCKAP1|MAPK1|RAF1	COAD
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.35021097	0.644942975	0.102449406	0.385320344	1.094936328	17	ULK3|BECN1|GABARAPL2|ATG12|ATG4A|PRKAA1|ATG7|ULK1	COAD
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.891459075	0.99827883	0.04558782	-0.211537569	-0.749196342	57	JUN|VEGFA|SLC2A1|ETS1	COAD
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.393656716	0.703930131	0.088359444	-0.485738794	-1.070780002	8	ANPEP|MME	COAD
KEGG	KEGG_RETINOL_METABOLISM	0.484962406	0.745479401	0.077476755	-0.381492719	-0.97210495	13	DGAT2|ALDH1A1|DGAT1|PNPLA4	COAD
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.397379913	0.703930131	0.09688777	0.444651998	1.043049554	10	ACP2|MTMR2|ACP6	COAD
KEGG	KEGG_RIBOSOME	3.76E-20	6.99E-18	1.160179572	-0.814311878	-2.695901845	82	RPL6|RPL26|RPL13|RPL37|RPL22|RPS6|RPL32|RPS3|RPS16|RPS29|RPL7|RPS4Y1|RPL18A|RPL27|RPS12|RPS18|RPS3A|RPL10A|RPS9|RPL24|RPS13|RPS25|RPS5|RPL9|RPL31|RPS15A|RPL35|RSL24D1|RPL18|RPL4|RPL5|RPL30|RPL19|RPL3|RPL29|RPL37A|RPS7|RPS15|RPL28|RPL13A|RPLP2|RPL27A|RPL7A|RPS4X|RPS20|RPS8|RPS19|RPL11|RPLP1|RPL34|RPS2|RPLP0|RPL14|FAU|RPS11|RPL21|RPL8|RPL38|RPS23|RPL23|RPSA|RPS17|RPS28|RPL36|RPL10|RPL36AL|RPL12|RPS27|RPL23A|RPL39|UBA52|RPL35A|RPS24|RPL15	HNSC
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.084229391	0.284848485	0.206587923	-0.389796773	-1.343024282	50	CXCL8|NFKBIA|DDX3Y|CXCL10|ISG15|MAPK11|IRF7|IKBKE	COAD
KEGG	KEGG_RNA_DEGRADATION	0.762075134	0.943261142	0.053021251	-0.238056637	-0.834762892	54	EXOSC8|MPHOSPH6|EXOSC2|SKIV2L|LSM5|EXOSC6|EXOSC9|DCPS|WDR61|PATL1|LSM7|HSPD1|EXOSC5|LSM6|CNOT7|LSM8|LSM3|DCP1B|DIS3|CNOT8	COAD
KEGG	KEGG_RNA_POLYMERASE	0.97037037	0.99827883	0.043537824	-0.192701305	-0.574312476	25	POLR1E|POLR2K|POLR2D|POLR2J|POLR3D|POLR2C|POLR1C|POLR1A|POLR3H|POLR3K|POLR3C|POLR3F|POLR3B|POLR1D|POLR2I	COAD
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.096892139	0.312536528	0.193813303	-0.477476928	-1.355085132	20	GGT7|CTH|HEMK1|AHCY|METTL2B|LCMT2	COAD
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.371158392	0.676818245	0.105920293	0.27312955	1.038531648	71	LAMB2|ITGA2B|COL4A2|LAMC1|CASP9|ITGB1|MAX|ITGAV|PIK3CG|IKBKG|ITGA6|ITGA2|LAMA2|AKT2|LAMB1|AKT1|CDK2|COL4A1	COAD
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.976058932	0.99827883	0.04301732	-0.187406819	-0.59816522	34	USE1|STX3|VAMP2|BNIP1|STX10|STX2	COAD
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.512987013	0.769078652	0.08197788	0.312185942	0.972284455	27	ARSA|SMPD1|ACER3|PLPP3|SPHK1|SPHK2|GBA|GLA|ACER2	COAD
KEGG	KEGG_SPLICEOSOME	3.08E-05	0.000440965	0.557332239	-0.460758209	-1.873689343	121	HNRNPA1L2|SRSF5|BCAS2|SNRPA|SRSF7|SNRPB2|SNRPD2|PQBP1|PRPF38B|MAGOH|RBMX|SNRNP70|HNRNPA1|PPIH|CWC15|U2SURP|DDX5|HSPA8|PRPF31|PPIL1|CCDC12|SNRPF|SNRPE|LSM5|THOC1|PUF60|SNRPA1|ALYREF|THOC3|XAB2|TCERG1|RBM22|PRPF18|SNRPC|LSM7|SNRPD1|SF3A3|PRPF38A|PLRG1|PRPF3|SLU7|RBM17|SYF2|HSPA1L|PRPF4|SF3B6|PRPF6|LSM6|SF3B5|EIF4A3|SF3B1|ACIN1|SRSF1|LSM8|LSM3|SART1|SNRPB|SNRPG|HNRNPM|NCBP2|DDX46|SF3B2|HSPA6	COAD
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.151447661	0.396750212	0.169570644	0.435200635	1.291694942	22	GPI|PYGB|PGM2L1|PGM1|HK1|GANC|GBE1|GUSB|UGP2	COAD
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.163481953	0.405435244	0.158514105	0.491568273	1.296658976	14	CEL|DHCR7|LIPA|SC5D	COAD
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.472689076	0.732668067	0.08479851	0.391060376	0.987892411	12	AKR1C1|COMT|HSD17B12|STS	COAD
KEGG	KEGG_SULFUR_METABOLISM	0.027449409	0.137988921	0.352487858	0.691919423	1.522904686	8	CHST13|PAPSS2|PAPSS1|CHST12	COAD
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.01657746	0.099464763	0.352487858	-0.478687823	-1.544152019	36	FCGR2B|HLA-DMB|CD86|HLA-DRB1|HLA-DQA2|FCGR3B|HLA-DRB5|HLA-DRA|FCGR1A|HLA-DPA1|HLA-DOA|CD28|HLA-DMA|C3|SSB|SNRPD1|HLA-DPB1|FCGR3A|HLA-DQA1|C1QA	COAD
KEGG	KEGG_TASTE_TRANSDUCTION	0.450643777	0.716408055	0.088626113	0.458237868	1.008574949	8	ADCY6|GNAS|GNB1|PRKACB	COAD
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.158730159	0.398970399	0.155241966	-0.748013532	-1.333087508	4	GGT7	COAD
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.415413534	0.712543391	0.085784441	-0.404532083	-1.030812965	13	MVD|ACAT2|IDI1|MVK|PDSS2|FDPS|ACAT1	COAD
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.059770115	0.226882477	0.28201335	0.368472701	1.333042634	53	THBS1|SMAD5|ACVR1|TGFB2|BMP8B|TGFB1|LTBP1|RHOA|PPP2CB|SMAD2|ROCK2|MAPK3|MAPK1|ID1|SMAD1|TNF|SMAD6|PPP2R1B|ACVRL1	COAD
KEGG	KEGG_THYROID_CANCER	0.057407407	0.226882477	0.257206466	-0.478378861	-1.452262679	27	LEF1|CDH1|TCF7|MYC|NTRK1	COAD
KEGG	KEGG_TIGHT_JUNCTION	1.34E-06	2.78E-05	0.643551836	0.52873789	2.078060173	84	MYL9|TJP1|MYH9|GNAI1|JAM3|ACTB|JAM2|ACTN1|MPDZ|SRC|CTTN|CLDN5|RRAS|PRKCB|ACTG1|EPB41L3|CTNNA1|TJP2|EPB41L1|PARD6A|PRKCQ|PARD3|CLDN15|MAGI2|AKT2|RHOA|RAB13|ACTN4|PRKCA|PPP2R2D|PARD6G|PPP2CB|AKT1	COAD
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000756328	0.00740405	0.477270815	-0.467154708	-1.733696409	73	CXCL8|JUN|NFKBIA|FOS|CD86|TLR2|CXCL10|MAPK11|CD14|TLR8|IFNAR1|IRF5|TICAM1|IRF7|IKBKE|TLR6|TLR1|PIK3R5|STAT1|MAP2K7|IRF3|LY96|MAP2K6|IL1B|CCL4|TLR4	COAD
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.792349727	0.963248687	0.052057003	-0.272604002	-0.799272058	23	CYP1B1|KYNU|HAAO|ACAT2|HADHA|ALDH2|MAOA|GCDH|WARS2|CAT|ACAT1|ALDH1B1|ECHS1	COAD
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.881465517	0.99827883	0.05490737	0.222619976	0.705012963	29	PKM|PIK3CG|HK1|MAPK3|PRKCD|MAPK1|INSR|IRS1|TNF|PIK3CB	COAD
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.102230483	0.316914498	0.190023305	-0.433705719	-1.332156658	29	FAS|HLA-DMB|CD86|HLA-DRB1|HLA-DQA2|HLA-DRB5|HLA-DRA|HLA-DPA1|HLA-DOA|CD28|HLA-DMA	COAD
KEGG	KEGG_TYROSINE_METABOLISM	0.546038544	0.799623321	0.078089231	0.318904339	0.924768831	19	MAOB|COMT|FAH|TPO	COAD
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.000734344	0.00740405	0.477270815	-0.439375578	-1.698299009	90	JUN|NFKBIA|FOS|CD8B|CD3E|CD3D|CD8A|CD3G|RASGRP1|LCK|PTPRC|NFKBIE|MALT1|PDCD1|CD247|MAPK11|ITK|CD4	COAD
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.99827883	0.99827883	0.038875879	-0.146828113	-0.597618138	123	SOCS3|UBE2D1|UBE2S|CDC34|TRIM32|ERCC8|UBE4A|UBE2B|SYVN1|SKP2|FZR1|RHOBTB2|BIRC3|UBE2M|UBE2E2|UBE2N|CUL4A|CDC20|UBE2D3|ANAPC10|NEDD4L|ANAPC13|PML|MAP3K1|KLHL9	COAD
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.857954545	0.997372159	0.050193425	-0.316601152	-0.664543118	7	BCAT2|LARS2|IARS2	COAD
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.979955457	0.99827883	0.051530912	0.178488074	0.595299602	37	ABAT|ACAD8|ALDH9A1|BCAT1|HADH	COAD
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	1.54E-07	7.15E-06	0.690132459	0.586858459	2.226410735	70	KCNMB1|MYL9|RAMP3|CALD1|GNA12|CACNA1F|KCNMB4|RAMP2|PPP1R14A|CALM3|ADCY6|ITPR1|PRKCB|ADORA2B|GNAS|PLA2G12A|ITPR2|PRKCQ|MYL6B|GNAQ|PRKG1|RAMP1|ADCY3|ACTA2|RHOA|ARAF|ARHGEF12|MYLK|PRKCA|MYL6|GNA13|PLCB4|ROCK2|MAPK3|CALCRL|PRKCD|MAPK1|RAF1|GNA11|PTGIR	COAD
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.091314031	0.303293032	0.222056046	0.401434832	1.338879347	37	DYNC1I1|ADCY6|RAB11B|GNAS|DYNLL2|DCTN2|ADCY3|RAB5B|ARHGDIB|DCTN1|CREB3L2|RAB5C|PRKACB|DYNC1I2|CREB3L4|DYNC1LI2|DCTN6	COAD
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.065909091	0.235751748	0.266350657	0.366781304	1.34924825	56	CASP9|HSPB1|MAPK12|SRC|MAPKAPK2|PIK3CG|PRKCB|PLA2G12A|SPHK1|PPP3R1|NFATC1|NFAT5|AKT2|SPHK2|PRKCA|BAD|AKT1|NOS3|MAPK3|PTK2|MAPK1|RAF1	COAD
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.031098122	0.147504595	0.352487858	0.423230798	1.439099392	40	TJP1|ACTB|ATP6AP1|PRKCB|ACTG1|ARF1|TJP2|GNAS|ATP6V1A|ADCY3|ATP6V0E1|SEC61A1|PRKCA|ATP6V1F|ATP6V1E1	COAD
KEGG	KEGG_VIRAL_MYOCARDITIS	0.249557522	0.54967633	0.112843356	-0.329434401	-1.13513011	49	ICAM1|HLA-DMB|CD86|ITGB2|HLA-DRB1|HLA-DQA2|HLA-DRB5|HLA-DRA|HLA-DPA1|HLA-DOA|CD28|HLA-DMA	COAD
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.829604131	0.98284311	0.047353425	-0.214997857	-0.841053267	99	JUN|LEF1|TCF7|PORCN|AXIN2	COAD
KEGG	KEGG_ABC_TRANSPORTERS	0.429423459	0.694545769	0.087051587	-0.357331085	-1.025286368	24	ABCA1|ABCG2|ABCD2|ABCG1|ABCC5|TAP1|ABCB8	DLBC
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.346863469	0.626374807	0.094975153	-0.313149487	-1.068474061	53	LEF1|TCF7|PIM2|SPI1|MYC|FLT3|RARA|TCF7L2|PIK3R5|EIF4EBP1|PIM1	DLBC
KEGG	KEGG_ADHERENS_JUNCTION	0.261437908	0.549800797	0.123842171	0.306046021	1.111320439	62	PTPRF|NECTIN1|AFDN|VCL|ACTB|ACTG1|ACTN1|TJP1|WASF3|IGF1R|PTPRJ|ACTN4|SRC	DLBC
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.422509225	0.694545769	0.083836106	-0.299793968	-1.015145708	51	TNFRSF1B|NFKBIA|SOCS3|SLC2A1|TNFRSF1A	DLBC
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.330039526	0.617256637	0.102080108	0.411933732	1.087254304	15	ABAT|ASS1|GFPT1|NIT2|CAD	DLBC
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.789264414	0.925601669	0.056294075	-0.270082077	-0.774943698	24	ATP1A3|NR3C2|SGK1|NEDD4L|PIK3R5	DLBC
KEGG	KEGG_ALLOGRAFT_REJECTION	0.066	0.226739589	0.248911114	-0.497693631	-1.434660409	25	FAS|CD86|HLA-DQA2|HLA-DMB|HLA-DRA|HLA-DPA1|HLA-DOA|HLA-DRB1|HLA-DMA|HLA-DRB5|HLA-DPB1|HLA-DQB1|CD28	DLBC
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.680688337	0.844053537	0.061436411	0.405672085	0.832612438	6	ACOX1|FADS2|PLA2G12A|ACOX3	DLBC
KEGG	KEGG_ALZHEIMERS_DISEASE	0.95505618	1	0.053129805	0.188185825	0.772389901	124	ATP2A3|GRIN2D|CASP9|ATP2A2|CACNA1F|NDUFS2|GAPDH|CAPN1|APP|PSEN2|CALM3|ITPR2|ITPR1|NDUFA9|ADAM10|MAPK3|NDUFA4|CYCS|PPP3R1|TNF|BID|NDUFC1|MAPK1|COX8A|CAPN2|CDK5R1|NDUFS1|BAD|SDHC|NDUFS5|GNAQ|COX6A1|UQCRHL|NDUFB7|HSD17B10	DLBC
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.274900398	0.549800797	0.114266502	0.398492959	1.115809419	19	DARS2|TARS2|MARS2|AARS2|FARSB|YARS2|NARS2|WARS2|FARSA	DLBC
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.558189655	0.783157895	0.077274697	0.287537672	0.932817591	36	CYB5R3|GPI|CYB5R1|PGM1|PGM3|HK1|FPGT	DLBC
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.538461538	0.776470588	0.070789909	-0.293739945	-0.949426248	39	TNFRSF1B|NEFH|NEFL|TNFRSF1A|BCL2|CASP1|CASP3|PPP3CC	DLBC
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.000358017	0.005341232	0.498493109	-0.558641914	-1.906100505	53	CD8B|CTSS|HLA-DQA2|CTSL|HLA-DMB|CD8A|CD4|HSPA5|HLA-DRA|HLA-DPA1|HLA-DOA|CTSB|CD74|HSPA2|HSPA6|HLA-DRB1|HLA-DMA	DLBC
KEGG	KEGG_APOPTOSIS	0.142335766	0.383687718	0.157402899	-0.33754137	-1.232974277	77	IL1RAP|NFKBIA|FAS|TNFSF10|TNFRSF10C|NTRK1|CSF2RB|TNFRSF1A|BCL2|IL1R1|TNFRSF10B|IL3RA|CASP3|IL1B|PIK3R5|PPP3CC|MAP3K14|ATM	DLBC
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.450980392	0.710867398	0.08359906	-0.352054581	-1.007810544	23	PTGS2|GGT7|PLA2G6|CYP4F3	DLBC
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.303418803	0.582171013	0.112378519	0.340529502	1.095895275	34	MAOB|ARG1|ALDH9A1|ALDH1B1|ODC1|GAMT|PYCR2|SAT1	DLBC
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.063736264	0.226739589	0.266350657	0.406124613	1.37298205	42	ITGA2B|ITGB3|PKP2|ITGB5|ACTB|ATP2A2|CACNA1F|ACTG1|ACTN1|ITGB1|ACTN4|RYR2|ITGA6|ITGAV|DSP|LMNA|CACNB1|ITGB4|DMD|DAG1|JUP|CTNNA1|ITGA9|EMD|CACNB3	DLBC
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.784090909	0.925601669	0.054343439	0.35466415	0.75377703	7	ALDH9A1|ALDH1B1	DLBC
KEGG	KEGG_ASTHMA	0.013881717	0.075941155	0.380730401	-0.64254426	-1.601297918	15	HLA-DQA2|HLA-DMB|HLA-DRA|HLA-DPA1|HLA-DOA|HLA-DRB1|HLA-DMA|HLA-DRB5|HLA-DPB1|HLA-DQB1|HLA-DQA1	DLBC
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.062	0.226739589	0.257206466	-0.503014008	-1.449997023	25	FAS|CD86|HLA-DQA2|HLA-DMB|HLA-DRA|HLA-DPA1|HLA-DOA|HLA-DRB1|HLA-DMA|HLA-DRB5|HLA-DPB1|HLA-DQB1|CD28	DLBC
KEGG	KEGG_AXON_GUIDANCE	0.285714286	0.559398496	0.118287526	0.290378457	1.086698489	73	PLXNB3|SEMA5A|SEMA4D|LIMK1|ABLIM3|PLXNA1|EFNB2|ITGB1|SEMA6C|CFL1|NFATC1	DLBC
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.178217822	0.438577084	0.145516146	-0.444137997	-1.257027865	22	LEF1|TCF7|AXIN2|FZD5	DLBC
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.998011928	1	0.045496781	0.162832243	0.508311796	29	TAF10|TAF5L|TAF11|TAF6|GTF2H2	DLBC
KEGG	KEGG_BASE_EXCISION_REPAIR	0.028930455	0.131245478	0.352487858	0.490935693	1.556061214	32	PARP1|POLE|SMUG1|PARP3|LIG1|MBD4|XRCC1|LIG3|OGG1|NTHL1|APEX2|POLE3|FEN1|PARP4|POLD4|PARP2|PCNA|MPG|POLD1	DLBC
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.240631164	0.521557934	0.12267919	0.45171006	1.167478666	14	ABAT|ALDH9A1|ALDH1B1|DPYD|MLYCD	DLBC
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.857425743	0.95983071	0.052269332	0.260142283	0.712259881	17	ACOT7|ACOX1|FADS2|HSD17B12|TECR|ACOX3|ELOVL6|ACOT2	DLBC
KEGG	KEGG_BLADDER_CANCER	0.06557377	0.226739589	0.237793834	-0.436472692	-1.409077168	38	CXCL8|VEGFA|CDH1	DLBC
KEGG	KEGG_BUTANOATE_METABOLISM	0.279678068	0.55340554	0.113787262	0.37983777	1.109435346	22	ABAT|ALDH9A1|ALDH1B1|BDH1|PDHA1|HADH|HMGCL|AACS|PDHB|ACAT1|L2HGDH|ALDH7A1|ACADS	DLBC
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.274021352	0.549800797	0.107140237	-0.307685643	-1.102486091	69	FOS|NFKBIA|LILRB3|IFITM1|CR2|CD19	DLBC
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.109865471	0.324364723	0.202071709	0.322596247	1.237198451	84	ATP2A3|SLC25A4|GRIN2D|ADRB2|ATP2A2|CACNA1F|P2RX1|GNA15|TBXA2R|SLC8A3|CALM3|PLCD3|ADCY3|PLCD4|RYR2|ITPR2|PRKCB|RYR1|PLCD1|ITPR1|PHKA2|HTR2A|ERBB2|GNAS|MYLK|PRKCA|PHKB|TNNC2|F2R|PPP3R1|SLC25A5	DLBC
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.54	0.776470588	0.08063885	0.280247656	0.956620094	44	SLC9A1|TPM4|ATP2A2|TPM2|CACNA1F|TPM1|RYR2|CACNB1|CACNB3|TPM3|ATP1B2	DLBC
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.000177269	0.003663552	0.518848078	-0.525277751	-1.88118994	70	ICAM1|CD8B|SELL|VCAN|CDH1|CD86|MPZL1|NCAM1|HLA-DQA2|SELPLG|HLA-DMB|CD8A|CD4|SIGLEC1|ITGB2|CD2|ITGA4|HLA-DRA|PTPRC|HLA-DPA1|ICAM3|HLA-DOA|PDCD1|NLGN1|ITGB7|HLA-DRB1	DLBC
KEGG	KEGG_CELL_CYCLE	0.016199795	0.083698938	0.352487858	0.343075774	1.390867624	114	PLK1|ORC1|CCNA2|CCNB2|CDC6|MCM3|CDKN2D|CCNE1|YWHAG|CHEK1|YWHAH|CDK1|BUB1B|CDC14B|BUB1|TGFB1|PTTG1|CCND3|ANAPC5|WEE1|TP53|CDC45|PRKDC|ABL1|MCM4|ANAPC2|ATR|CDK2|ANAPC1|CDC7|SKP2|CHEK2|ZBTB17|CDKN2C	DLBC
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.068265683	0.226739589	0.234392647	-0.328818808	-1.288352495	130	CXCL8|CXCR4|NFKBIA|CXCL1|CCL3L3|CCR7|CXCR1|CXCL10|CCR1|ITK|CCR2|CXCR2|SHC2|FGR|TIAM1|PAK1|FOXO3|CCR5	DLBC
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.984340045	1	0.051530912	0.183970051	0.678067998	67	AKT2|IKBKG|SHC1|PIK3CG|ARAF|TGFB1|BCR|GRB2|TP53|STAT5B|ABL1|MAPK3	DLBC
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.102725367	0.308176101	0.202071709	-0.608359815	-1.410831444	11	PER1|BHLHE40|CRY1	DLBC
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.758349705	0.910019646	0.057609111	0.264842234	0.811203089	27	ACLY|MDH2|PDHA1|IDH2|OGDH|CS|SUCLA2|SDHC|SDHA|MDH1|IDH1|PDHB|ACO2	DLBC
KEGG	KEGG_COLORECTAL_CANCER	0.164814815	0.414264264	0.146416238	-0.349205109	-1.199725906	57	FOS|LEF1|TCF7|AXIN2|TGFBR1|BCL2|JUN|MYC|RALGDS|TCF7L2|CASP3|PIK3R5	DLBC
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.00326804	0.025327311	0.431707696	-0.597460667	-1.785472012	29	PLAUR|PLAU|CFD|C5AR1|SERPINA1|F5|C3|C1QA|CR2|C1QB|C3AR1|CD55|THBD	DLBC
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.988235294	1	0.045315244	-0.180192044	-0.515827523	23	MTAP|CTH	DLBC
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	8.15E-15	7.58E-13	0.986546284	-0.665732124	-2.572595771	113	CXCL8|TNFRSF25|OSM|IL1RAP|TNFRSF1B|VEGFA|CSF3R|CXCR4|IL7R|CXCL1|FAS|CCL3L3|TNFSF8|CSF1|IL2RG|CCR7|CXCR1|CXCL10|RELT|CD27|IL13RA1|TNFSF10|TNFRSF10C|CSF2RA|IL1R2|LTBR|CCR1|CSF2RB|IFNGR2|TNFSF12|CSF1R|TNFRSF1A|TGFBR1|IFNAR1|CCR2|TNFRSF13B|IL4R|TNFRSF8|LTB|CXCR2|IL15|TNFRSF13C|IFNGR1|TNFSF14|IL1R1|TNFRSF10B|CCR5|FLT3|TNFSF13B|IL3RA	DLBC
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.240437158	0.521557934	0.117249717	-0.356861894	-1.152067372	38	NFKBIA|CXCL10|IRF7|POLR3G|CASP1|POLR3F|IL1B|ZBP1|POLR3D|AIM2|IL33|DDX58	DLBC
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.000557406	0.006399661	0.477270815	0.54650425	1.869599653	46	ITGA2B|ITGB3|ITGB5|TPM4|ACTB|ATP2A2|TPM2|CACNA1F|ACTG1|ITGB1|TPM1|ADCY3|RYR2|TGFB1|ADCY6|ITGA6|ITGAV|LMNA|CACNB1|ITGB4|DMD|DAG1|GNAS|ITGA9|TTN|EMD|CACNB3|TPM3	DLBC
KEGG	KEGG_DNA_REPLICATION	0.001387011	0.012899201	0.455059867	0.557023487	1.799530485	35	MCM3|POLE|RFC3|RFC5|POLA2|LIG1|MCM4|RFC4|RPA1|RNASEH1|POLE3|RPA3|FEN1|RNASEH2C|MCM7|PRIM1|POLD4|PCNA|POLD1|POLA1|POLD3|RFC2	DLBC
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.672	0.844053537	0.064214088	-0.334349147	-0.849505522	16	ETV7|NOTCH1	DLBC
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.193227092	0.465189873	0.139599673	0.44073662	1.234094758	19	MAOB|GSTA1|GSTM3|FMO5|GSTM4|GSTM1|GSTM2	DLBC
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.809236948	0.929123903	0.05559471	-0.27009401	-0.751674144	21	CES1|TPMT|UGT2B28|UPP1|CDA|IMPDH2|TYMP	DLBC
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	5.03E-07	1.87E-05	0.659444398	0.645294544	2.219956921	47	COL6A3|LAMB2|VWF|COL5A1|GP5|ITGA2B|ITGB3|SDC4|COL4A2|ITGB5|THBS1|HSPG2|GP6|ITGB1|COL1A1|GP1BA|TNXB|AGRN|LAMA4|LAMC1|ITGA6|ITGAV|GP9|COL1A2|COL6A1|ITGB4|FN1|DAG1	DLBC
KEGG	KEGG_ENDOCYTOSIS	0.151300236	0.400393628	0.175204048	0.274656259	1.163254223	155	DNM1|CLTCL1|EHD3|ASAP3|HLA-E|GRK5|ADRB2|HLA-A|PARD6A|PIP4K2B|IGF1R|RAB11B|HLA-G|EHD2|SRC|AP2M1|EPN1|EHD1|LDLRAP1|EGF|HLA-C|AGAP1|GRK3|VPS4A|PSD3|ASAP2|PIP5K1C|CHMP6|IQSEC1|PSD4|HLA-B|FLT1|DNM1L|RUFY1|GIT1|PIP5K1A|AP2S1|SH3GLB2|ARFGAP2|F2R|RAB5C|GRK4|RAB5B|AGAP2|DNM3|VPS25	DLBC
KEGG	KEGG_ENDOMETRIAL_CANCER	0.471223022	0.723419723	0.076674687	-0.294760799	-0.984181372	46	LEF1|TCF7|CDH1|AXIN2|FOXO3|MYC|TCF7L2	DLBC
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.021352819	0.104516428	0.352487858	-0.446067206	-1.51412424	52	CXCL8|NFKBIA|CXCL1|CXCR1|TCIRG1|CXCR2|PAK1|ATP6V0B|JUN|CASP3|PLCG1	DLBC
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.403603604	0.682457002	0.085042746	-0.286910479	-1.020893003	67	AREG|NRG1|CDKN1B|SHC2|PAK1|JUN|MYC|GAB1|PLCG1|PIK3R5|EIF4EBP1|EREG	DLBC
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.004777555	0.035545012	0.407017919	-0.67849861	-1.723911431	16	LPCAT2|CHPT1|PLA2G7|PLA2G6	DLBC
KEGG	KEGG_FATTY_ACID_METABOLISM	0.427435388	0.694545769	0.087309826	0.326807348	1.020191255	29	CPT1A|ACADVL|ACOX1|ALDH9A1|ALDH1B1|ECI1|HADH|ACSL4|GCDH|ACOX3|ADH5|ACSL5	DLBC
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.50547046	0.74702381	0.083363407	0.271839497	0.96260013	54	SYK|AKT2|PIK3CG|PRKCB|GRB2|PLA2G12A|MAPK3|FCER1G|AKT1|PRKCA|MAP2K3|INPP5D|TNF|RAF1|MAPK1|VAV2|RAC1|MAPK11|LYN|PIK3CB|PRKCD|BTK|KRAS|PLCG2	DLBC
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.152838428	0.400393628	0.166933849	0.312277917	1.196844637	82	DNM1|ASAP3|GSN|LIMK1|ARPC1B|SYK|CFL1|PIP4K2B|AKT2|WASF3|PIK3CG|ARPC4|PRKCB|ARPC5L|ASAP2|PIP5K1C|MAPK3|AKT1|PRKCA|DNM1L|PIP5K1A|INPP5D|WASF1|CRKL|DNM3|RAF1|MAPK1|VAV2	DLBC
KEGG	KEGG_FOCAL_ADHESION	1.31E-07	6.10E-06	0.690132459	0.479013531	2.003460795	138	COL6A3|LAMB2|VWF|COL5A1|MYL9|ITGA2B|ITGB3|FLNA|COL4A2|TLN1|ITGB5|THBS1|ZYX|VCL|ACTB|PARVB|ACTG1|ACTN1|ITGB1|COL1A1|AKT2|IGF1R|SHC1|PIK3CG|ACTN4|SRC|TLN2|TNXB|DIAPH1|ARHGAP35|PRKCB|CCND3|LAMA4|GRB2|LAMC1|ITGA6|ITGAV|EGF|COL1A2|VEGFC|COL6A1|ITGB4|FN1|PIP5K1C|ELK1|BIRC3|ERBB2|PDGFD|MAPK3|PDGFB|FLNC|ITGA9|MYLK|AKT1|PRKCA|FLT1|RAPGEF1|RHOA|LAMA5	DLBC
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.565400844	0.783157895	0.075501529	-0.454321487	-0.937961564	7	ALPL|SPR|GCH1	DLBC
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.267857143	0.549800797	0.115734448	0.363319307	1.126852497	28	PFKP|PFKM|ALDOA|MTMR2|PFKL|MTMR1|PHPT1|TPI1|HK1|FPGT|ALDOC	DLBC
KEGG	KEGG_GALACTOSE_METABOLISM	0.382936508	0.659501764	0.093444922	0.356800906	1.036336207	21	PFKP|PFKM|B4GALT2|PGM1|GANC|PFKL	DLBC
KEGG	KEGG_GAP_JUNCTION	0.000373312	0.005341232	0.498493109	0.493458634	1.791856868	62	TUBB6|TUBB4B|TUBA1B|TUBB|TJP1|CDK1|TUBA1C|SRC|ADCY3|ITPR2|PRKCB|GRB2|ADCY6|EGF|ITPR1|GNAI1|HTR2A|GNAS|PDGFD|MAPK3|PDGFB|TUBB1|PRKCA|GNAI2|GNA11|RAF1|PDGFA|MAPK1	DLBC
KEGG	KEGG_GLIOMA	0.12173913	0.347731458	0.188204146	0.360948811	1.265989199	50	AKT2|IGF1R|SHC1|PIK3CG|CALM3|ARAF|PRKCB|GRB2|EGF|TP53|MTOR|MAPK3|PDGFB|AKT1|PRKCA|RAF1|PDGFA|MAPK1	DLBC
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.482758621	0.730025231	0.085042746	0.301423293	0.977864737	36	GSTA1|GSTM3|G6PD|GPX1|GSTM4|GGT1|ODC1|GSTM1|OPLAH|IDH2|GSTM2|RRM1	DLBC
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.450431034	0.710867398	0.088894529	0.308023998	0.999278467	36	MGLL|AGPAT1|CEL|TKFC|DGKZ|LIPC|DGKG|ALDH9A1|ALDH1B1|DGKD|GLYCTK|AGPAT3|DGKH	DLBC
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.123388582	0.347731458	0.170932335	-0.372616675	-1.264804793	52	ACHE|LPCAT2|GPAT3|CHPT1|MBOAT7|PHOSPHO1|PLA2G6|ADPRM|PEMT	DLBC
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.344621514	0.626374807	0.099927697	0.380387067	1.065111599	19	PHGDH|MAOB|PIPOX|SHMT2|GAMT|SHMT1|GLYCTK	DLBC
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.040070441	0.165624487	0.321775918	0.437595828	1.458544288	40	ENO2|PFKP|PFKM|PKM|GPI|ALDOA|GAPDH|PGM1|PGK1|ALDH9A1|ALDH1B1|ENO1|PFKL|PDHA1|PGAM1|TPI1|HK1|ALDOC	DLBC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.235412475	0.521557934	0.125639921	-0.458219372	-1.198988362	17	CHST7|CHST11|CHST15|CSGALNACT1|CHPF2|B3GALT6|XYLT1	DLBC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.754940711	0.910019646	0.058098358	0.300751129	0.79379991	15	XYLT2|NDST1|B3GAT1|GLCE|EXT2	DLBC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.197343454	0.465189873	0.134273453	0.564025936	1.268331946	9	B4GALT2|ST3GAL3	DLBC
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.698	0.859788079	0.062386149	-0.327945569	-0.833235479	16	SGSH|HEXB|GALNS|ARSB	DLBC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.568421053	0.783157895	0.075118164	-0.396491976	-0.900877304	10	HEXB|ST3GAL5|ST6GALNAC4	DLBC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.337552743	0.621631783	0.104732822	-0.547710606	-1.130766453	7	HEXB|GBGT1	DLBC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.660952381	0.844053537	0.062661823	0.356979811	0.854813217	11	B4GALT2|ST3GAL3|ABO|FUT4|ST3GAL4	DLBC
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.886	0.963507386	0.051218435	-0.255803559	-0.691803136	19	PIGP|PIGA|PIGC|PIGU|PIGT	DLBC
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.356725146	0.637989204	0.096562955	0.428623625	1.083552592	13	MTHFD1L|GLYCTK|MDH2|CS|MTHFD2|MDH1|ACO2	DLBC
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.331858407	0.617256637	0.108820127	0.287083534	1.056921054	66	CACNA1F|SRC|CALM3|ADCY3|ITPR2|PRKCB|GRB2|ADCY6|ATF4|ITPR1|PLA2G12A|ELK1|GNAS|MAPK3|PRKCA|MAP2K3|GNA11|RAF1|MAPK1	DLBC
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.02259074	0.10774045	0.352487858	-0.534729722	-1.541421296	25	FAS|CD86|HLA-DQA2|HLA-DMB|HLA-DRA|HLA-DPA1|HLA-DOA|HLA-DRB1|HLA-DMA|IL1B|HLA-DRB5|HLA-DPB1|HLA-DQB1|CD28	DLBC
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.215264188	0.494310357	0.130105631	0.430084192	1.197727937	18	SMO|WNT11|FBXW11|CSNK1G2|STK36|PRKACA|RAB23|GSK3B|BMP8B|CSNK1A1	DLBC
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	1.68E-08	1.04E-06	0.733761988	-0.665073693	-2.328995633	62	CSF3R|IL7R|CD8B|CD3E|CD3D|CSF1|ANPEP|CD7|MME|CD3G|CD5|GYPA|CD44|CD8A|CD1C|CSF2RA|IL1R2|CD4|CD2|FCGR1A|ITGA4|HLA-DRA|CD33|CSF1R|CR2|CD14|FCER2|IL4R|CD19|HLA-DRB1|TFRC|CD38|IL1R1|CD55|FLT3|IL3RA	DLBC
KEGG	KEGG_HISTIDINE_METABOLISM	0.623742455	0.822809196	0.068151344	-0.338010808	-0.884447602	17	LCMT2|HNMT|MAOA|ALDH2|HEMK1|METTL2B|HAL|BUD23|ALDH3B1	DLBC
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.008344582	0.055431865	0.380730401	0.586638853	1.703905663	21	RAD51|XRCC2|BLM|RAD51B|RAD51D|RPA1|RPA3|RAD52|POLD4|POLD1|POLD3	DLBC
KEGG	KEGG_HUNTINGTONS_DISEASE	0.114942529	0.334051724	0.199915231	0.284938504	1.186619122	136	DLG4|CLTCL1|SLC25A4|CASP9|HTT|NDUFS2|POLR2E|GPX1|POLR2G|AP2M1|ITPR1|NDUFA9|NRF1|TP53|PPARG|DCTN1|SOD2|POLR2D|DCTN2|NDUFA4|CYCS|POLR2A|AP2S1|SLC25A5|DNAL4|NDUFC1|DNAH2|COX8A|POLR2H|POLR2B|CLTC|TFAM|AP2B1|NDUFS1|SDHC|NDUFS5|TAF4|GNAQ|HDAC1|COX6A1|UQCRHL|NDUFB7|CREBBP|APAF1|UQCRH|CREB3L2|VDAC2	DLBC
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.002694076	0.022777189	0.431707696	0.510492255	1.730045196	43	ITGA2B|ITGB3|ITGB5|TPM4|ACTB|ATP2A2|TPM2|CACNA1F|ACTG1|ITGB1|TPM1|RYR2|TGFB1|ITGA6|ITGAV|LMNA|CACNB1|ITGB4|DMD|DAG1|ITGA9|TTN|EMD|CACNB3|TPM3	DLBC
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.072368421	0.23207804	0.248911114	0.38823692	1.346280192	48	IMPA2|PIP4K2B|PIK3CG|PLCD3|PLCD4|PI4KA|PLCD1|OCRL|CDIPT|PIP5K1C|INPPL1|PIK3C2B|TPI1|INPP5K|PIP4K2C|PIP5K1A	DLBC
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.25708061	0.549620615	0.125033368	0.270168707	1.093901065	111	PYGB|PTPRF|PRKAR2B|PRKAR1B|FASN|AKT2|SHC1|PIK3CG|SOCS1|CALM3|ACACA|ARAF|RPTOR|GYS1|GRB2|PDE3A|IRS1|MTOR|PHKA2|ELK1|MAPK3|INPP5K|AKT1|PHKB|RAPGEF1|PRKAR1A|HK1|INPP5D|PPP1CA|CRKL|PRKAB2|RAF1|MAPK1|TRIP10|INSR|MKNK1|FLOT2|BAD|SH2B2	DLBC
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	3.68E-05	0.000976917	0.557332239	-0.707611997	-2.108612002	28	CXCR4|CD86|HLA-DQA2|HLA-DMB|LTBR|ITGA4|HLA-DRA|HLA-DPA1|TNFRSF13B|HLA-DOA|ITGB7|HLA-DRB1|IL15|HLA-DMA|TNFRSF13C|TNFSF13B|HLA-DRB5|MAP3K14|HLA-DPB1|HLA-DQB1|CD28	DLBC
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.007144298	0.049216273	0.407017919	-0.437231922	-1.609553587	81	OSM|CSF3R|IL7R|IL2RG|IL13RA1|CSF2RA|CSF2RB|IFNGR2|SOCS3|IFNAR1|IL4R|IL15|IFNGR1|MYC|IL3RA|IL10RB|IL12RB1|IL10RA|PIK3R5|SOCS5|CCND2|IL6R|PIM1|STAT4|STAT2|STAT1|PIAS1|SOCS2	DLBC
KEGG	KEGG_LEISHMANIA_INFECTION	1.28E-06	3.97E-05	0.643551836	-0.62232345	-2.16332152	59	FOS|PTGS2|NFKBIA|FCGR3B|C3|HLA-DQA2|HLA-DMB|ITGB2|FCGR3A|FCGR1A|IFNGR2|ITGA4|HLA-DRA|CYBA|HLA-DPA1|TLR2|HLA-DOA|HLA-DRB1|HLA-DMA|IFNGR1|JUN|NCF2|MARCKSL1|IL1B|HLA-DRB5|HLA-DPB1|TLR4|HLA-DQB1|STAT1	DLBC
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.399274047	0.681330025	0.086034724	-0.275825973	-1.012404922	78	ICAM1|CXCR4|ITGB2|CYBB|ITGA4|ITK|EZR|CYBA	DLBC
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.791932059	0.925601669	0.059221919	-0.353648513	-0.750088724	8	YOD1|ALDH2	DLBC
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.566878981	0.783157895	0.075694631	-0.503515141	-0.912065975	4	PLA2G6|ALOX15	DLBC
KEGG	KEGG_LONG_TERM_DEPRESSION	0.010269929	0.062932397	0.380730401	0.483397863	1.615440332	41	GNAZ|GNA12|IGF1R|PPP2R1A|ARAF|ITPR2|PRKCB|RYR1|ITPR1|PLA2G12A|GNAI1|GNAS|MAPK3|PRKCA|GNAI2|GNA11|RAF1|MAPK1|GNAO1|GNA13|PRKG1|GNAQ|PPP2R1B|LYN	DLBC
KEGG	KEGG_LONG_TERM_POTENTIATION	0.269736842	0.549800797	0.12210792	0.324186593	1.124174353	48	GRIN2D|CALM3|ARAF|ITPR2|PRKCB|ATF4|ITPR1|RPS6KA2|MAPK3|PRKCA|RAPGEF3|PPP3R1|PPP1CA|RAF1|MAPK1	DLBC
KEGG	KEGG_LYSINE_DEGRADATION	0.010083355	0.062932397	0.380730401	0.489000688	1.629881078	40	PLOD1|PIPOX|NSD2|PLOD3|ALDH9A1|ALDH1B1|SETD1B|HADH|SUV39H1|DOT1L|SETD7|SETDB1|SETD1A|AASS|OGDH|GCDH|AASDHPPT|EHMT1	DLBC
KEGG	KEGG_LYSOSOME	0.05893186	0.226739589	0.252961123	-0.346638112	-1.325284661	104	CTSF|MCOLN1|GAA|SLC11A1|SGSH|CTSS|GM2A|CTSL|TCIRG1|HEXB|PPT1|IGF2R|NEU1|LAPTM4A|CTSB|CTSZ|GALNS|ACP5|DNASE2|CTSO|ATP6V0B|AGA|ARSB	DLBC
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.015445893	0.08208389	0.380730401	-0.327970138	-1.363062677	184	FOS|DUSP1|GADD45B|FAS|DDIT3|CACNA2D3|IL1R2|NTRK1|DUSP10|DUSP4|JUND|PLA2G6|CD14|TNFRSF1A|TGFBR1|DUSP8|MKNK2|HSPA2|FGFR1|HSPA6|MRAS|NR4A1|DUSP5|PAK1|JUN|IL1R1|FLNB|MYC|MAP3K12|DUSP16|MAP3K3|HSPA1B|RASGRP1|CACNA1D|CACNA2D4|CASP3|IL1B	DLBC
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.665289256	0.844053537	0.066284219	-0.574269844	-0.87604575	2	HES1|HHEX	DLBC
KEGG	KEGG_MELANOGENESIS	0.856880734	0.95983071	0.04879897	-0.22415371	-0.769383456	54	LEF1|TCF7	DLBC
KEGG	KEGG_MELANOMA	0.881696429	0.963507386	0.056529953	0.222930374	0.755505337	43	AKT2|IGF1R|PIK3CG|ARAF|EGF|TP53|PDGFD|MAPK3|PDGFB|AKT1|RAF1|PDGFA|MAPK1|BAD|RB1|FGF2	DLBC
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.904665314	0.972645945	0.050908287	0.244931467	0.692652214	20	GSTA1|GSTM3|GSTM4|GSTM1|GSTM2|GSTO1|GSTZ1|ADH5|EPHX1	DLBC
KEGG	KEGG_MISMATCH_REPAIR	0.013254709	0.074708359	0.380730401	0.573712041	1.675705965	22	RFC3|RFC5|LIG1|PMS2|RFC4|RPA1|MSH2|RPA3|POLD4|PCNA|POLD1|POLD3|RFC2	DLBC
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.676416819	0.844053537	0.059603704	-0.267930525	-0.874509675	42	VEGFA|DDIT4	DLBC
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.003190526	0.025327311	0.431707696	-0.427758468	-1.588918539	87	ICAM1|FAS|FCGR3B|TNFSF10|TNFRSF10C|TYROBP|NCR3|CD48|ITGB2|FCGR3A|IFNGR2|LCK|IFNAR1|CD247|SHC2|MICA|IFNGR1|PAK1|TNFRSF10B|CD244|CASP3|PLCG1|LCP2|PIK3R5|PPP3CC	DLBC
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.010855269	0.063096252	0.380730401	-0.432805321	-1.528095841	64	C5AR1|FPR1|VIPR1|P2RY13|FPR2|P2RY8|CYSLTR1|LPAR6|P2RY6|PTGER4|TRHR|VIPR2|OXTR|C3AR1|S1PR4|PTGER2|P2RY10|P2RX4|HRH2	DLBC
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.863736264	0.95983071	0.056767239	0.209378698	0.842243864	107	TP73|SORT1|YWHAG|MAPKAPK2|YWHAH|AKT2|SHC1|PIK3CG|CALM3|CSK|GRB2|ATF4|SH2B3|IRS1|TP53|RPS6KA2|ABL1|MAPK3|KIDINS220|AKT1|ARHGDIB|RAPGEF1|RHOA	DLBC
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.197580645	0.465189873	0.138805109	-0.496805569	-1.238099496	15	BST1|NAMPT|NT5E|CD38|NT5C|NT5C3A|NMRK1	DLBC
KEGG	KEGG_NITROGEN_METABOLISM	0.07966457	0.251145933	0.23112671	-0.627414805	-1.455021375	11	CA4|CA1|CTH|GLUL|CA8|HAL|CA5B	DLBC
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000584915	0.006399661	0.477270815	-0.545119038	-1.859960107	53	CXCL8|NFKBIA|CXCL1|TNFAIP3|NLRP3|RIPK2|NOD2|NAIP|CASP1|MEFV|CARD9|IL1B|CXCL2|PSTPIP1	DLBC
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.542694497	0.776470588	0.072179797	0.408897121	0.955377294	10	LIG4|PRKDC|FEN1|XRCC4|XRCC5	DLBC
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.474501109	0.723419723	0.087569712	0.285965109	0.983783651	47	CASP9|AKT2|PIK3CG|ARAF|PRKCB|GRB2|EGF|TP53|ERBB2|MAPK3|AKT1|PRKCA	DLBC
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.361313869	0.64004171	0.091968614	-0.328799918	-1.063240253	40	DLL1|LFNG|MAML2|NOTCH1|JAG1|CIR1	DLBC
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.097130243	0.296167626	0.213927855	0.394328181	1.317783333	41	POLE|RFC3|RFC5|LIG1|CETN2|RFC4|RPA1|GTF2H2|POLE3|DDB1|RPA3|ERCC1|POLD4|PCNA|POLD1|DDB2	DLBC
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.03883136	0.16415075	0.321775918	0.431800665	1.443010537	41	MGAT4B|ALG10B|MAN2A2|B4GALT2|ALG10|GANAB|ST6GAL1|MGAT5|RPN2|MGAT3|MAN1A1|DPM3	DLBC
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.43625498	0.699512296	0.086286563	0.372637263	0.996922788	16	OR2L13|CALM3|ADCY3|GRK3	DLBC
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.01785265	0.089745753	0.352487858	0.623682021	1.611953149	14	TYMS|MTHFD1L|DHFR|SHMT2|GART|SHMT1	DLBC
KEGG	KEGG_OOCYTE_MEIOSIS	0.024291118	0.112953698	0.352487858	0.355905583	1.379944671	86	PLK1|CCNB2|CCNE1|FBXO5|YWHAG|YWHAH|IGF1R|CDK1|CALM3|PPP2R1A|ADCY3|BUB1|PTTG1|ITPR2|ADCY6|ANAPC5|STAG3|ITPR1|FBXW11|RPS6KA2|MAPK3|ANAPC2	DLBC
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.226262626	0.51322986	0.128788713	-0.490772604	-1.209476071	14	HEXB|MAN2B2|NEU1|AGA|FUCA1|MANBA	DLBC
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	1	1	0.048897077	0.104679738	0.410694814	91	ATP6AP1|NDUFS2|NDUFA9|COX17|NDUFA11|ATP6V0E1|NDUFA4|ATP6V1E1|ATP6V1F|NDUFC1|COX11|COX8A|NDUFS1|ATP6V1A|SDHC|NDUFS5|COX6A1|UQCRHL|NDUFB7	DLBC
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.506048387	0.74702381	0.078920964	-0.389401408	-0.970435349	15	GCNT4|GALNT6|GALNT11	DLBC
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.094827586	0.293965517	0.213927855	0.368659881	1.315625517	55	TP73|CCNB2|ZMAT3|TP53I3|GTSE1|THBS1|CASP9|CCNE1|CHEK1|CD82|CDK1|PIDD1|CCND3|CCNG1|TP53	DLBC
KEGG	KEGG_PANCREATIC_CANCER	0.671023965	0.844053537	0.06847149	0.246011819	0.893323041	62	RAD51|CASP9|AKT2|IKBKG|PIK3CG|ARAF|TGFB1|EGF|VEGFC|TP53|ERBB2|MAPK3|STAT3|AKT1	DLBC
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.890985325	0.963507386	0.053129805	-0.280874015	-0.651367632	11	VNN2|BCAT2|VNN1	DLBC
KEGG	KEGG_PARKINSONS_DISEASE	1	1	0.049790319	0.158971137	0.624614747	93	SLC25A4|CASP9|NDUFS2|UBA1|UBA7|UBE2J1|NDUFA9|NDUFA4|CYCS|SLC25A5|NDUFC1|COX8A|PARK7|NDUFS1|SDHC|NDUFS5|COX6A1|UQCRHL|NDUFB7|APAF1|UQCRH|VDAC2|LRRK2|SDHA|NDUFS7|SLC18A2	DLBC
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.06768559	0.226739589	0.257206466	0.39718102	1.371243337	45	TUBB6|ARPC1B|ACTB|TUBB4B|TUBA1B|ACTG1|TUBB|ITGB1|CTTN|TUBA1C|ARPC4|ARPC5L|ABL1|TUBB1|NCL|PRKCA|RHOA	DLBC
KEGG	KEGG_PATHWAYS_IN_CANCER	0.066666667	0.226739589	0.227987203	-0.286646921	-1.225346254	231	CXCL8|FOS|VEGFA|PTGS2|CSF3R|LEF1|TCF7|NFKBIA|FAS|CDH1|CSF2RA|NTRK1|SLC2A1|AXIN2|TRAF4|CSF1R|TGFBR1|FZD5|CDKN1B|FGFR1|DAPK1|BCL2|SPI1|JUN|MYC|RALGDS|FLT3|MMP9|RARA|RXRA|TCF7L2	DLBC
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.877589454	0.963507386	0.048897077	0.301268792	0.658777465	8	GUSB|RPE|CRYL1|UGP2|AKR1B1	DLBC
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.138832998	0.380368098	0.168238166	0.445230584	1.300435572	22	PFKP|PFKM|GPI|ALDOA|G6PD|PGM1|PFKL|RPE|ALDOC|TALDO1|PGD	DLBC
KEGG	KEGG_PEROXISOME	0.057395143	0.226739589	0.28201335	0.379427951	1.357777251	59	CRAT|PIPOX|PAOX|ABCD1|PEX26|PEX11B|MVK|ACOX1|PEX10|NUDT19|SOD2|PMVK|IDH2|FAR2|HSD17B4|PRDX5|SCP2|ACSL4|ECH1|PEX7|ACOX3|HMGCL|ACOT8|MLYCD|GNPAT|MPV17|ACSL5|PEX3|FAR1	DLBC
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.310606061	0.589517625	0.103197467	0.541392106	1.150634859	7	MAOB|PRDX6	DLBC
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.002525586	0.022369476	0.431707696	0.462025043	1.685782659	63	IMPA2|PIP4K2B|PIK3CG|DGKZ|CALM3|PLCD3|PLCD4|CDS2|ITPR2|PRKCB|PI4KA|PLCD1|DGKG|ITPR1|OCRL|DGKD|CDIPT|PIP5K1C|INPPL1|PIK3C2B|INPP5K|PIP4K2C|PRKCA|DGKH|PIP5K1A|INPP5D	DLBC
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.032303562	0.143058632	0.321775918	-0.550314409	-1.531530121	21	ALAS2|FECH|BLVRB|UGT2B28|BLVRA|MMAB|HMBS|EARS2	DLBC
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.461373391	0.718211207	0.087309826	0.309093499	0.998563232	35	MMP1|PLTP|CPT1A|FABP5|ACOX1|ME1|PPARG|FADS2|FABP4|SLC27A4|SCP2|ACSL4|ACOX3|CD36|PPARA	DLBC
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.274633124	0.549800797	0.117765788	-0.707105709	-1.198543691	3	CYP27A1	DLBC
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	7.12E-05	0.001655985	0.538434096	-0.685479307	-2.020553488	27	IL7R|CD8B|CD3E|CD3D|IL2RG|CD8A|CD4|PTPRC|LCK|TNFRSF13B|CD19|TNFRSF13C	DLBC
KEGG	KEGG_PRION_DISEASES	0.072	0.23207804	0.237793834	-0.493710979	-1.423179946	25	NCAM1|EGR1|HSPA5|C1QA|C1QB|NOTCH1	DLBC
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.17920354	0.438577084	0.154190967	0.322412784	1.186988521	66	PLK1|CCNA2|CCNB2|AKT2|IGF1R|CDK1|PIK3CG|ADCY3|BUB1|ARAF|ADCY6|ANAPC5|PDE3A|GNAI1|RPS6KA2|MAPK3|ANAPC2|AKT1|CDK2|ANAPC1|GNAI2|CDC23|RAF1|MAPK1	DLBC
KEGG	KEGG_PROPANOATE_METABOLISM	0.53722334	0.776470588	0.075694631	0.314085724	0.951776958	26	ABAT|ACACA|ALDH9A1|ALDH1B1|PCCB|SUCLA2|ALDH6A1|MLYCD|ACSS2|LDHA|ACSS1|ACAT1|ALDH7A1	DLBC
KEGG	KEGG_PROSTATE_CANCER	0.612431444	0.813658919	0.064358337	-0.252865266	-0.913381783	73	LEF1|TCF7|NFKBIA|CREB5|CDKN1B|FGFR1|BCL2	DLBC
KEGG	KEGG_PROTEASOME	0.831140351	0.942634788	0.058469321	0.234909812	0.780321473	39	PSMD2|PSMC5|PSMB2|PSMC4|PSMA3|PSMD1|PSMD4|PSMC2|PSMA7|PSMB6|PSMD6|PSMA6|PSMC3|PSMD14|PSMD13|PSMC1|PSMB3|PSMD11|PSMF1	DLBC
KEGG	KEGG_PROTEIN_EXPORT	0.740594059	0.900330033	0.05909548	-0.281102803	-0.795595193	22	HSPA5|SEC62|SPCS2|SEC11C|OXA1L|IMMP2L|SEC11A|SEC61G	DLBC
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.424116424	0.694545769	0.090263548	-0.429149457	-1.026174147	12	CA4|ATP1A3	DLBC
KEGG	KEGG_PURINE_METABOLISM	0.588235294	0.79553217	0.06658921	-0.241914141	-0.927851499	109	PDE3B|AK5|PDE9A|NT5E|NME3|PDE4B|ENTPD1|PDE7B|PDE6H|FHIT|ADPRM	DLBC
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.161572052	0.414264264	0.161978949	0.310665063	1.190663168	82	TK1|TYMS|NME4|POLE|UMPS|POLR1B|POLR1C|NT5M|POLR2E|POLR2G|DUT|ENTPD6|POLR1A|POLA2|CTPS1|POLR3A|POLR3K|POLR2D|POLR3B|RRM1|POLR2A|POLE3|POLR3H|DHODH|DPYD|UCK1|POLR2H|AK3|POLR2B|PRIM1|POLD4|POLD1|ITPA|CMPK1|ENTPD4|DCTD	DLBC
KEGG	KEGG_PYRUVATE_METABOLISM	0.49790795	0.746861925	0.081751558	0.305707051	0.968543195	31	PKM|ACACA|ME1|ALDH9A1|ALDH1B1|MDH2|PDHA1	DLBC
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.000340688	0.005341232	0.498493109	0.398369195	1.678809963	143	MYL9|ITGA2B|ITGB3|SLC9A1|MYH9|GSN|LIMK1|ITGB5|APC2|ARPC1B|SSH1|VCL|GNA12|ACTB|ACTG1|ACTN1|IQGAP3|ITGB1|CYFIP1|CFL1|PIP4K2B|PIK3CG|RRAS|ACTN4|ARPC4|DIAPH1|ARAF|ARHGAP35|CSK|ITGA6|ITGAV|EGF|NCKAP1L|ARPC5L|MSN|PFN1|ITGB4|ABI2|FN1|PIP5K1C|PDGFD|MAPK3|PDGFB|ITGA9	DLBC
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.968316832	1	0.046694804	0.213540261	0.584665281	17	ULK3|BECN1|GABARAPL2|ULK1|PIK3R4	DLBC
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.983333333	1	0.042931109	-0.189975403	-0.652677773	57	VEGFA|SLC2A1|PAK1|JUN|GAB1	DLBC
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.380042463	0.659501764	0.097877328	-0.507528419	-1.076468104	8	ANPEP|MME|ACE	DLBC
KEGG	KEGG_RETINOL_METABOLISM	0.139059305	0.380368098	0.169570644	-0.551910215	-1.334347271	13	DGAT2|DGAT1|ALDH1A1|UGT2B28	DLBC
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.303605313	0.582171013	0.104732822	0.488687812	1.141806129	10	ACP2|MTMR2|MTMR1|PHPT1	DLBC
KEGG	KEGG_RIBOSOME	2.40E-19	4.47E-17	1.133089932	-0.804294383	-2.771044352	82	RPS26|RPL6|RPL13|RPS16|RPL22|RPL31|RPS18|RPL32|RPL37|RPS3A|RPS13|RPS12|RPS6|RPS27L|RPL9|RPL38|RPS29|RPL19|RPL26|RPL5|RPL7|RPS3|RPL27|RPL34|RPL10A|RPL18|RPL21|RPS9|RPS20|RPL30|RPS4X|RPLP2|RPS15A|RPS8|RPS15|RPS25|RSL24D1|RPS7|RPL29|RPL11|RPL14|RPL23A|RPL36AL|RPL24|RPS24|RPL13A|RPL39|RPL35|RPL18A|RPL28|FAU|RPS28|RPS5|RPL8|RPL4|RPL37A|RPL12|RPS21|RPS2|RPL10|RPL3|RPS27A|RPS27|RPS17|RPL35A|RPL27A|RPL23|RPS19|RPS4Y1|UBA52|RPS23|RPL36|RPL7A|RPS11|RPLP1|RPL15|RPLP0	PAAD
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.010488733	0.062932397	0.380730401	-0.465610397	-1.571262579	49	CXCL8|NFKBIA|ISG15|CXCL10|IRF7	DLBC
KEGG	KEGG_RNA_DEGRADATION	0.420131291	0.694545769	0.093746542	0.284765161	1.008370689	54	ENO2|EXOSC7|EDC4|ENO1|CNOT3|EXOSC3|EDC3|LSM7|DCP2|EXOSC2|EXOSC6|EXOSC4|CNOT1|DCP1B|LSM4|LSM6|HSPA9|TTC37|CNOT9	DLBC
KEGG	KEGG_RNA_POLYMERASE	0.065737052	0.226739589	0.248911114	0.471482484	1.41844534	25	POLR1B|POLR1C|POLR2E|POLR2G|POLR1A|POLR3A|POLR3K|POLR2D|POLR3B|POLR2A|POLR3H|POLR2H|POLR2B	DLBC
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.738336714	0.900330033	0.060378636	0.289234358	0.817938261	20	PAPSS2|SEPHS1|PAPSS1|MARS2|GGT1|MAT2A	DLBC
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.241150442	0.521557934	0.130777138	0.300928211	1.118601754	71	LAMB2|ITGA2B|COL4A2|CASP9|CCNE1|TRAF2|ITGB1|AKT2|IKBKG|PIK3CG|LAMA4|MAX|LAMC1|ITGA6|ITGAV|TP53|FN1|BIRC3|CYCS|AKT1|CDK2|LAMA5|PIAS3|SKP2	DLBC
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.162921348	0.414264264	0.1482615	-0.39746021	-1.25652833	34	STX3|STX10|BET1L|VAMP2|STX2|BNIP1|STX5|STX12|STX8|SNAP47|STX11|STX17|VAMP8|GOSR1|VAMP5|VTI1A|USE1	DLBC
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.784989858	0.925601669	0.057487741	-0.269498329	-0.794386909	27	KDSR|NEU1|SGPP1|DEGS1|SMPD3|SGPL1|SPTLC1	DLBC
KEGG	KEGG_SPLICEOSOME	1	1	0.040905578	-0.120182442	-0.470253375	121	SRSF5|HSPA2|HSPA6|PRPF38B|PRPF18|PQBP1|SNRPA|HSPA1B|SNRNP70|SNRPE|SNRPF|BCAS2	DLBC
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.649899396	0.839453387	0.06613262	0.302077657	0.882312547	22	PYGB|GPI|PGM1|GYS1|GBE1|GANC|PGM2L1|GUSB|HK1	DLBC
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.067061144	0.226739589	0.245041785	0.572880122	1.480651817	14	DHCR7|CEL|LSS|LIPA	DLBC
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.866943867	0.95983071	0.054008827	-0.279730733	-0.668886891	12	CYP1B1|HSD17B8|UGT2B28	DLBC
KEGG	KEGG_SULFUR_METABOLISM	0.587121212	0.79553217	0.068151344	0.434367652	0.923172976	7	PAPSS2|PAPSS1|CHST12	DLBC
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.000846767	0.008289401	0.477270815	-0.592816261	-1.882415778	35	FCGR3B|C3|CD86|HLA-DQA2|HLA-DMB|FCGR3A|FCGR1A|HLA-DRA|C1QA|HLA-DPA1|HLA-DOA|C1QB|HLA-DRB1|HLA-DMA|HLA-DRB5|HLA-DPB1|HLA-DQB1|C1QC|CD28|FCGR2B|SNRPD1	DLBC
KEGG	KEGG_TASTE_TRANSDUCTION	0.566854991	0.783157895	0.069613344	0.42248411	0.923836186	8	ADCY6|GNAS|GNB1	DLBC
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.590233546	0.79553217	0.073621274	-0.497315729	-0.900836377	4	GGT7	DLBC
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.918128655	0.981447873	0.048408762	0.24409939	0.617078741	13	MVK|PMVK|FDPS|MVD	DLBC
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.985239852	1	0.042673386	-0.176857327	-0.603441723	53	TGFBR1|ZFYVE9|MYC|ID3|ID2|TFDP1|CDKN2B|ZFYVE16|SMURF2	DLBC
KEGG	KEGG_THYROID_CANCER	0.00627269	0.044873859	0.407017919	-0.571825746	-1.6855425	27	LEF1|TCF7|CDH1|NTRK1|MYC|RXRA|TCF7L2	DLBC
KEGG	KEGG_TIGHT_JUNCTION	0.000339677	0.005341232	0.498493109	0.458650079	1.755191706	83	MYL9|JAM3|MYH9|EPB41L1|AFDN|AMOTL1|ACTB|ACTG1|ACTN1|CLDN5|TJP1|PARD6A|AKT2|CTTN|RRAS|ACTN4|SRC|PPP2R1A|PRKCB|YBX3|GNAI1|SYMPK|CTNNA1|CLDN15|MYH11|EPB41L3|EXOC4|AKT1|PRKCA|MAGI2|MPDZ|RHOA|GNAI2|PRKCQ|SPTAN1|TJAP1|CSNK2A2	DLBC
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000675929	0.006984604	0.477270815	-0.501112743	-1.800885712	71	CXCL8|FOS|NFKBIA|TLR8|CD86|CXCL10|IRF7|LY96|CD14|TLR2|IFNAR1|TLR1|JUN|TLR6	DLBC
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.635643564	0.832603542	0.066436414	-0.311361723	-0.881235932	22	CYP1B1|IDO1|HAAO|KYNU|MAOA|ALDH2|ACAT2	DLBC
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.801192843	0.925601669	0.05559471	0.247919226	0.773926988	29	PKM|PIK3CG|SOCS1|IRS1|MTOR|MAPK3|HK1|TNF|MAPK1|INSR	DLBC
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.034649137	0.149877663	0.321775918	-0.500324896	-1.495188133	29	FAS|CD86|HLA-DQA2|HLA-DMB|HLA-DRA|HLA-DPA1|HLA-DOA|HLA-DRB1|HLA-DMA|IL1B|HSPD1|HLA-DRB5|HLA-DPB1|HLA-DQB1|CD28	DLBC
KEGG	KEGG_TYROSINE_METABOLISM	0.371819961	0.652438799	0.094356364	0.376516951	1.048550214	18	MAOB|COMT|FAH	DLBC
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.0005168	0.006399661	0.477270815	-0.470958962	-1.750799787	89	FOS|NFKBIA|CD8B|CD3E|CD3D|CD3G|CD8A|CD4|ITK|PTPRC|LCK|CD247|PDCD1|PAK1|JUN|RASGRP1|PLCG1|LCP2|PIK3R5|MALT1|PPP3CC|MAP3K14	DLBC
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.993273543	1	0.051218435	0.171868157	0.703610984	123	UBA1|HERC2|UBA7|UBE3B|SOCS1|PRPF19|UBE2J1|ANAPC5|UBE2E3|FBXW11|BIRC3|ANAPC2|KEAP1|SAE1|STUB1|ANAPC1|PIAS3|FBXW8|SKP2|UBE2D4|DDB1|CDC23|HUWE1|UBE2O|UBE2Q1|FBXO4|UBE2Z|PPIL2|UBE3C|DDB2|RCHY1|UBE2C|VHL|CUL7|UBE2N|BIRC6|TRIP12	DLBC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.611742424	0.813658919	0.06613262	0.423581155	0.90024815	7	BCAT1|PDHA1|LARS2|PDHB|VARS2	DLBC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.797356828	0.925601669	0.060640401	0.247992033	0.809085414	37	ABAT|BCAT1|ALDH9A1|ALDH1B1|HADH|PCCB|HMGCL|ALDH6A1|ACAD8	DLBC
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.000449388	0.005970437	0.498493109	0.465923624	1.731917994	71	KCNMB1|MYL9|RAMP3|GNA12|MYL6B|CACNA1F|CALD1|RAMP2|CALM3|ADCY3|ARAF|ITPR2|PRKCB|ADCY6|KCNMB4|ITPR1|PLA2G12A|GNAS|MAPK3|MYL6|MYH11|MYLK|PRKCA|RHOA|PRKCQ|PPP1R14A|GNA11|ARHGEF12|PPP1CA|RAF1|RAMP1|MAPK1	DLBC
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.463362069	0.718211207	0.087309826	0.305851895	0.992231823	36	DYNC1I1|RAB11B|ADCY3|ADCY6|DYNLL2|DCTN1|DCTN5|GNAS|DCTN2|ARHGDIB|RAB5C|RAB5B	DLBC
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.819702602	0.93536616	0.051426492	-0.235602134	-0.807075667	55	VEGFA|PTGS2|PLA2G6|SHC2	DLBC
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.646799117	0.839453387	0.070960946	0.264949637	0.8854204	41	ATP6AP1|ACTB|ACTG1|TJP1|ARF1|ADCY3|PRKCB|GNAS|ATP6V0E1|SEC61A1|PRKCA|ATP6V1E1|ATP6V1F	DLBC
KEGG	KEGG_VIRAL_MYOCARDITIS	0.210909091	0.490363636	0.126253988	-0.350634214	-1.18326056	49	ICAM1|CD86|HLA-DQA2|HLA-DMB|ITGB2|HLA-DRA|HLA-DPA1|HLA-DOA|HLA-DRB1|HLA-DMA|CAV1|CD55|CASP3|HLA-DRB5|HLA-DPB1|HLA-DQB1|CD28|LAMA2|ITGAL|HLA-DQA1	DLBC
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.979553903	1	0.043276871	-0.185243614	-0.699826688	100	LEF1|TCF7|PORCN|AXIN2|FZD5|JUN|MYC|TCF7L2|FOSL1|PPP3CC|CCND2|PPP2R5B|CACYBP|MAPK8|PRKX|PLCB2|FZD1|RBX1|PPP2R5C|SMAD3	DLBC
KEGG	KEGG_ABC_TRANSPORTERS	0.224652087	0.561995842	0.128142917	-0.420282561	-1.193183774	24	ABCA1|ABCG2|ABCD2|ABCA7|ABCB8|ABCG1|ABCC10|TAP1	ESCA
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.883858268	1	0.050600424	-0.226162628	-0.756103323	53	LEF1|TCF7|PIM2|SPI1|MYC|PIK3R5	ESCA
KEGG	KEGG_ADHERENS_JUNCTION	0.022426085	0.111858175	0.352487858	0.41159249	1.477648304	62	TJP1|PTPRB|TCF7L1|ERBB2|VCL|ACTB|WASF3|ACTG1|CTNND1|AFDN|ACTN1|NECTIN1|PTPRJ|SRC|ACTN4|PTPRF|CTNNA1|PTPRM|PARD3|SSX2IP|SORBS1|RHOA|SMAD2	ESCA
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.320079523	0.606441352	0.104343953	-0.329587416	-1.089434053	51	NFKBIA|TNFRSF1B|NFKBIE|SOCS3|TNFRSF1A|SLC2A1|STK11|IRS2	ESCA
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.134920635	0.386080586	0.169570644	0.519010158	1.330031078	15	ASS1|ABAT	ESCA
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.73359841	0.954190938	0.059731798	-0.284212586	-0.806880602	24	ATP1B2|ATP1A3|NR3C2|IRS2|PIK3R5	ESCA
KEGG	KEGG_ALLOGRAFT_REJECTION	0.073558648	0.263113626	0.234392647	-0.495499661	-1.411293619	25	FAS|HLA-DQA2|CD86|HLA-DOA|HLA-DMA|HLA-DMB|HLA-DRB1|HLA-DRA|HLA-DPA1|HLA-DRB5|HLA-DQB1	ESCA
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.351606805	0.628835248	0.095603149	0.567002999	1.124241021	6	ACOX1|FADS2|PLA2G12A	ESCA
KEGG	KEGG_ALZHEIMERS_DISEASE	0.134065934	0.386080586	0.179782316	0.295630536	1.180200239	126	GRIN2A|COX7A1|CACNA1F|ATP2A3|CASP9|LPL|GRIN2D|APP|ATP2A2|CALM3|NDUFA4|PPP3R1|GAPDH|ITPR2|NDUFS5|UQCRHL|ADAM10|CAPN1|TNF|NDUFC1|CDK5R1|NDUFB4|GNAQ|ITPR1|PSEN2|SNCA|UQCRH|MAPK1|COX6B1|NDUFA6|NAE1|UQCR10|CAPN2|FADD|NDUFS1|ERN1|PSEN1|PLCB4|GSK3B	ESCA
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.403960396	0.659093278	0.090263548	-0.393279775	-1.046815338	19	WARS2|CARS2|IARS2|HARS2|NARS2|LARS2|VARS2|MTFMT|EARS2|AARS2|RARS2	ESCA
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.976987448	1	0.04879897	0.196986605	0.620800237	36	CYB5R3|GPI|CYB5R1|PGM1|HK1|PGM3|GALK2|UGP2|CMAS|RENBP|GALE	ESCA
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.450617284	0.722541507	0.086286563	0.308613313	0.998667142	41	GRIN2A|CASP9|MAPK12|GRIN2D|GPX1|PPP3R1|ALS2|MAPK11|TNF|MAP3K5	ESCA
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.005066832	0.037697231	0.407017919	-0.490558503	-1.64002743	53	CD8B|HLA-DQA2|HSPA5|CTSS|CD74|HLA-DOA|CD8A|HLA-DMA|HLA-DMB|HLA-DRB1|HLA-DRA|HLA-DPA1|HLA-DRB5|CD4|HLA-DQB1|HSPA6|CIITA|TAP1|CTSB|PSME2|NFYA|HSPA8	ESCA
KEGG	KEGG_APOPTOSIS	0.116412214	0.354961832	0.179782316	-0.344138673	-1.235255767	77	NFKBIA|IL1RAP|FAS|TNFRSF10C|CSF2RB|TNFRSF10A|TNFRSF1A|NTRK1|MAP3K14|TNFSF10|TNFRSF10B|BIRC3|IL1B|PIK3R5	ESCA
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.326043738	0.606441352	0.103197467	-0.391929999	-1.095750279	23	PTGS2|CYP4F3|GGT7	ESCA
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.025660308	0.119614897	0.352487858	0.489724449	1.522220886	34	MAOB|ASS1|MAOA|NOS3|ALDH7A1|PYCR2|ARG2|SAT1|GAMT|ODC1|PYCR3|GATM|ALDH1B1	ESCA
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.004337141	0.03361284	0.407017919	0.507183571	1.654492879	42	RYR2|TCF7L1|ITGA2B|CACNA1F|ITGB3|ACTB|PKP2|ITGB5|ACTG1|CACNB3|ATP2A2|ACTN1|LMNA|ITGAV|EMD|ITGA9|ITGB1|ACTN4|CTNNA1|DMD|ITGA6|LAMA2|GJA1|DAG1	ESCA
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.345283019	0.623520791	0.096562955	0.537170934	1.112670501	7	ALDH7A1|UGT2B28|ALDH1B1	ESCA
KEGG	KEGG_ASTHMA	0.00364461	0.029473805	0.431707696	-0.715337003	-1.792117948	15	HLA-DQA2|HLA-DOA|HLA-DMA|HLA-DMB|HLA-DRB1|HLA-DRA|HLA-DPA1|HLA-DRB5|HLA-DQB1	ESCA
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.07554672	0.265126224	0.23112671	-0.493134356	-1.404556703	25	FAS|HLA-DQA2|CD86|HLA-DOA|HLA-DMA|HLA-DMB|HLA-DRB1|HLA-DRA|HLA-DPA1|HLA-DRB5|HLA-DQB1	ESCA
KEGG	KEGG_AXON_GUIDANCE	0.025723634	0.119614897	0.352487858	0.403023517	1.467899626	72	SEMA5A|GNAI1|PLXNB3|SEMA3G|EFNB2|SEMA6C|NRP1|ABLIM3|SEMA4D|CXCL12|LIMK1|PPP3R1|EPHB4|ROBO1|NFATC2|CFL1|ITGB1|EFNB1|SEMA3D|DPYSL2|SEMA4B|NFATC1|ARHGEF12|RHOA|MAPK1|RGS3|ROCK2|KRAS|NFAT5|NCK2|SEMA4F|GSK3B|PTK2	ESCA
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.220238095	0.561154599	0.129442888	-0.428454082	-1.185852004	22	LEF1|TCF7|FZD5|FZD8	ESCA
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.962962963	1	0.048701086	0.208819873	0.633853688	29	TAF10|GTF2H3|TBPL1|TAF7L|GTF2A1|GTF2H2|TAF11|TAF5|TAF5L|TAF2|GTF2A2|TAF4|TAF1|GTF2I|TAF6	ESCA
KEGG	KEGG_BASE_EXCISION_REPAIR	0.992337165	1	0.044064035	-0.162828572	-0.489562344	32	MUTYH|NEIL2|POLE4|PCNA|POLL|NEIL3|POLB|APEX1|LIG1	ESCA
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.3234714	0.606441352	0.103197467	0.444133398	1.114646059	14	ALDH7A1|ABAT|DPYD|ALDH1B1	ESCA
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.955734406	1	0.048022042	0.224381202	0.593495893	17	ACOT7|ACOX1|FADS2|HSD17B12|FADS1|HACD1	ESCA
KEGG	KEGG_BLADDER_CANCER	0.050500112	0.204196107	0.321775918	-0.468993067	-1.458185374	37	CXCL8|CDH1|VEGFA|E2F2|E2F1|MYC	ESCA
KEGG	KEGG_BUTANOATE_METABOLISM	0.301204819	0.606441352	0.108820127	0.393625603	1.11522658	22	ALDH7A1|ABAT|HADH|HMGCL|ALDH1B1|OXCT1|PDHB|AACS	ESCA
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.002822871	0.025002573	0.431707696	-0.471336932	-1.668904471	69	FOS|JUN|NFKBIA|LILRB3|FCGR2B|CD79A|CD19|NFKBIE|IFITM1	ESCA
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.006096794	0.040302928	0.407017919	0.416936446	1.572799129	85	GRIN2A|RYR2|CACNA1F|NOS3|ATP2A3|ERBB2|GNA11|TNNC2|ADRB2|RYR1|PLCD3|GRIN2D|P2RX1|PLCD4|GNA15|SPHK1|ATP2A2|CALM3|PRKCB|PPP3R1|ITPR2|SLC8A3|GNAS|HTR2A|PHKB	ESCA
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.055226824	0.214003945	0.271288555	0.421308806	1.400959417	45	COX7A1|RYR2|CACNA1F|TPM4|TPM2|TPM1|SLC9A1|CACNB3|ATP2A2|UQCRHL|TPM3|ATP1B1|UQCRH|ATP1A1|COX6B1|UQCR10|CACNB1	ESCA
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.006500472	0.040302928	0.407017919	-0.45239453	-1.60615859	70	ICAM1|CDH1|SELL|CD8B|VCAN|HLA-DQA2|PDCD1|MPZL1|CD86|SELPLG|PTPRC|HLA-DOA|ITGB2|CD8A|ITGA4|HLA-DMA|HLA-DMB|HLA-DRB1|ICAM3|HLA-DRA|HLA-DPA1|HLA-DRB5|CD4|CD2|HLA-DQB1	ESCA
KEGG	KEGG_CELL_CYCLE	0.687272727	0.926323901	0.058593757	-0.23127364	-0.892845691	113	GADD45B|CCNB2|CDC26|MAD2L1|TFDP1|CDKN1B|E2F2|E2F1|MYC|CDK1|CCNE2|FZR1|MCM6|CCNE1|SMAD3|CCNA2|CDKN2B|CDC25B|PLK1|DBF4|ESPL1|PTTG1|ATM|PCNA|MCM2|ANAPC4	ESCA
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.009016425	0.052407973	0.380730401	-0.375004281	-1.471764363	130	CXCL8|CXCL1|CXCR4|NFKBIA|CCR7|CXCR1|CXCL10|CCR1|CCR5|CXCR2|CCL3L3|CCR2|FGR|PAK1|NCF1|CXCL16|FOXO3|ITK	ESCA
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.979338843	1	0.048118399	0.184515446	0.666727113	67	MECOM|TGFB1|PIK3CG|IKBKG|SHC1|CCND1|STAT5B|ARAF|AKT1|CDKN2A|GRB2|MAPK1|BCR|CRKL|KRAS|AKT2|TGFB2|CTBP2	ESCA
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.127236581	0.375650857	0.175204048	-0.578128096	-1.353994186	11	PER1|BHLHE40|NR1D1	ESCA
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.986434109	1	0.044864511	-0.176856091	-0.51216121	27	SDHB|SDHD|CS|SUCLG1|IDH3B|ACO2|MDH1|SUCLG2|FH|DLD|IDH3A|IDH3G|PC|PDHA1|PCK2|ACLY|DLAT|DLST|SDHA|SDHC|IDH1|MDH2|SUCLA2|PDHB|ACO1|IDH2|OGDH	ESCA
KEGG	KEGG_COLORECTAL_CANCER	0.192678227	0.519393482	0.13725078	-0.3432601	-1.169785759	57	FOS|JUN|LEF1|TCF7	ESCA
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.00783166	0.046989961	0.380730401	-0.568376793	-1.655898302	28	PLAUR|PLAU|C5AR1|CFD|SERPINA1|F5|C3AR1	ESCA
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.897795591	1	0.050702794	0.247361245	0.707309518	23	MPST|ADI1|DNMT3B|MTR|MAT2A|AMD1	ESCA
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	5.36E-08	2.24E-06	0.719512826	-0.573426888	-2.210895864	112	CXCL8|OSM|CXCL1|TNFRSF25|CXCR4|IL1R2|CSF3R|TNFRSF1B|CCR7|IL1RAP|CXCR1|FAS|IL7R|VEGFA|CXCL10|CCR1|TNFRSF10C|IL13RA1|IL2RG|CSF2RB|RELT|CCR5|TNFSF8|CSF2RA|TNFRSF13C|IFNGR2|IL4R|CXCR2|LTB|TNFRSF10A|TNFRSF1A|CCL3L3|CD27|CCR2	ESCA
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.282149712	0.606441352	0.110122264	-0.366749973	-1.140292862	37	NFKBIA|CXCL10|IRF7|IL1B|CASP1|ZBP1|POLR3G|POLR3F|PYCARD|RELA|CCL4L2|POLR1D|IKBKE|NFKBIB|POLR3D|IRF3|POLR3C	ESCA
KEGG	KEGG_DILATED_CARDIOMYOPATHY	5.10E-05	0.001022722	0.557332239	0.591147842	1.965717604	45	RYR2|ITGA2B|CACNA1F|TPM4|TPM2|TPM1|ITGB3|ACTB|ITGB5|ACTG1|CACNB3|ATP2A2|TGFB1|LMNA|ITGAV|EMD|ITGA9|GNAS|ITGB1|TPM3|DMD|ITGA6|TNF|LAMA2|ADCY6|DAG1|ADCY3	ESCA
KEGG	KEGG_DNA_REPLICATION	0.996138996	1	0.044240742	-0.164405714	-0.50468228	35	SSBP1|MCM6|POLE4|RPA2|PCNA|MCM2|RPA3|MCM7|LIG1|RFC4|MCM5|RFC2|RNASEH2B|POLA2|POLD2|POLE|FEN1|POLE2|RFC1|RFC3|RNASEH1|RNASEH2C|MCM3|POLD1|MCM4|PRIM1|PRIM2|RFC5|POLD3|POLA1|RNASEH2A|POLE3|DNA2|RPA1|POLD4	ESCA
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.765873016	0.975701239	0.057609111	-0.305609305	-0.782310499	16	ETV7|NOTCH1|ETS1	ESCA
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.000629965	0.007012284	0.477270815	0.681706776	1.892838832	21	FMO2|GSTA1|MAOB|MAOA|ADH1B|GSTM1|GSTM2|GSTM4|GSTM3|GSTM5|GSTO1|UGT2B28	ESCA
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.529644269	0.796106557	0.075501529	-0.350179829	-0.95799469	21	CES1|CDA|UCKL1	ESCA
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	4.79E-09	2.97E-07	0.761460801	0.71165313	2.406937155	48	HSPG2|LAMB1|LAMB2|COL5A1|COL6A3|VWF|LAMA4|COL3A1|COL1A1|GP5|COL5A2|ITGA2B|COL4A1|TNXB|COL6A1|COL4A2|SDC4|ITGB3|THBS1|ITGB5|GP9|GP6|COL1A2|CD36|FN1|GP1BA|ITGAV|ITGA9|ITGB1|CD47|ITGA6|COL6A2|LAMA5|LAMC1|LAMA2	ESCA
KEGG	KEGG_ENDOCYTOSIS	0.056433409	0.214216612	0.287857117	0.306110833	1.257904413	154	ASAP3|DNM1|EHD2|KDR|HLA-E|HLA-G|HLA-A|ADRB2|EHD3|GRK5|AGAP1|FLT1|VPS4A|RET|PIP4K2B|EPN2|HLA-B|HLA-C|PARD6A|RAB11B|EGF|SRC|PSD3|AP2S1|RUFY1|DNM1L|EHD1|DNM3|RAB11FIP3|PARD3|WWP1|ASAP2|LDLRAP1|GIT1|ARAP3|CHMP6|HSPA1L|EPN1|NEDD4|GRK4|AP2M1|RAB5B|CLTC|GRK3|ARRB1|IGF1R|AP2B1|PIP5K1C|SH3GLB2|VPS45|CLTB	ESCA
KEGG	KEGG_ENDOMETRIAL_CANCER	0.697154472	0.926323901	0.063219117	-0.269184195	-0.865616829	46	CDH1|LEF1|TCF7|MYC|FOXO3|PIK3R5	ESCA
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.006394292	0.040302928	0.407017919	-0.492312476	-1.648097327	54	CXCL8|CXCL1|JUN|NFKBIA|CXCR1|TCIRG1|CXCR2|PAK1|ATP6V0B|MAP3K14	ESCA
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.488416988	0.750789751	0.078502905	-0.280168655	-0.984151278	67	JUN|AREG|NRG1|CDKN1B|PAK1|MYC|PIK3R5|CAMK2D|MAPK10|MAP2K7|GAB1	ESCA
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.022411448	0.111858175	0.352487858	-0.646496419	-1.654926497	16	LPCAT2|CHPT1|LPCAT4|PLA2G7	ESCA
KEGG	KEGG_FATTY_ACID_METABOLISM	0.096907216	0.316223549	0.206587923	0.43859441	1.33341013	30	ADH1B|ALDH7A1|CPT1A|ACADVL|ACOX1|ACSL4|ACAA2|HADH|ALDH1B1	ESCA
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.863179074	1	0.052697309	0.228801294	0.795239385	55	MAPK12|PRKCB|PIK3CG|MAPK11|TNF|PLA2G12A|AKT1|SYK|GRB2|MAPK1|PRKCA|KRAS|AKT2|RAF1|PIK3CB|LYN|MAPK9	ESCA
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.375	0.647356409	0.096562955	0.27442611	1.028197069	82	ASAP3|DNM1|MYO10|ARPC1B|WASF3|LIMK1|ARPC4|SPHK1|PIP4K2B|PRKCB|PIK3CG|CFL1|GSN|DNM1L|DNM3|AKT1|ASAP2|SYK	ESCA
KEGG	KEGG_FOCAL_ADHESION	8.39E-10	7.80E-08	0.801215575	0.541594309	2.203206236	141	LAMB1|LAMB2|COL5A1|COL6A3|VWF|LAMA4|COL3A1|PARVA|MYL9|COL1A1|COL5A2|FLT4|ITGA2B|BCAR1|COL4A1|TNXB|KDR|COL6A1|FLNA|ERBB2|COL4A2|TLN1|ITGB3|VCL|ACTB|THBS1|ITGB5|ZYX|FLT1|COL1A2|ACTG1|PARVB|DIAPH1|FN1|PRKCB|ACTN1|CCND3|DOCK1|PIK3CG|ITGAV|ITGA9|EGF|SRC|ITGB1|ACTN4|TLN2|SHC1|CCND1|VEGFC	ESCA
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.372881356	0.647356409	0.098890301	-0.533785436	-1.093359934	7	ALPL|SPR	ESCA
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.863636364	1	0.053897903	0.248409	0.746077369	28	ALDOA|PFKM|SORD|PFKP|HK1|TPI1|AKR1B1|MTMR2|ALDOC|PFKFB4|PFKL	ESCA
KEGG	KEGG_GALACTOSE_METABOLISM	0.871541502	1	0.051426492	-0.268558123	-0.734700386	21	GAA|MGAM|HK2	ESCA
KEGG	KEGG_GAP_JUNCTION	0.006071959	0.040302928	0.407017919	0.45512695	1.620183418	61	TJP1|GNAI1|TUBB6|LPAR1|GNA11|TUBB4B|PRKCB|TUBB1|TUBAL3|ITPR2|EGF|SRC|GNAS|TUBB|HTR2A|TUBA1C|ADCY6|GJA1|GNAQ|ADCY3|ITPR1|GRB2|TUBB4A|MAPK1|PRKG2|PDGFA|PRKCA|KRAS|TUBA1B|TUBA4A|RAF1|PLCB4	ESCA
KEGG	KEGG_GLIOMA	0.332665331	0.612631203	0.102449406	0.311677276	1.058231898	50	CALM3|PRKCB|PIK3CG|EGF|SHC1|CCND1|ARAF|AKT1|CDKN2A|GRB2|MAPK1|PDGFA|PRKCA|KRAS|AKT2|IGF1R|RAF1|CDK6|PIK3CB|CALM1	ESCA
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.144351464	0.406808672	0.168238166	0.395455238	1.246271063	36	GSTA1|GPX3|GSTM1|GGT1|GSTM2|GSTM4|GSTM3|GPX1|G6PD|GSTM5|GSTO1|ODC1	ESCA
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.382845188	0.647356409	0.096562955	0.329230388	1.037564473	36	CEL|MGLL|AGPAT1|LPL|ALDH7A1|GLA|DGKG|AGPAT3|DGKZ|GK|ALDH1B1|AKR1B1|DGKD|DGKH|DGKQ|TKFC	ESCA
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.035640026	0.16168402	0.321775918	-0.430268643	-1.428600995	52	LPCAT2|GPAT3|CHPT1|MBOAT7|ACHE|ADPRM|LPCAT4|PHOSPHO1|AGPAT2	ESCA
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.565737052	0.835135648	0.072535186	0.344842241	0.925909516	18	PHGDH|MAOB|MAOA|GAMT|GCAT|GATM	ESCA
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.104938272	0.330822348	0.197822021	0.402339821	1.30196444	41	ENO2|ADH1B|ALDH7A1|ALDOA|GPI|PFKM|PKM|GAPDH|PFKP|PGM1|HK1|TPI1|PGK1|ALDH1B1|GALM|ALDOC|PDHB|ENO1|PFKL|PGAM1	ESCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.272	0.606441352	0.115240003	-0.444701725	-1.167997657	18	CHST7|CHST11|CHPF2|CHST15|CSGALNACT1|XYLT1	ESCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.095238095	0.316223549	0.204294757	0.541745261	1.38829274	15	XYLT2|B3GAT1|NDST1|GLCE|NDST3|HS3ST3B1|HS6ST1|EXT2|HS2ST1	ESCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.443579767	0.717442057	0.084074558	0.456376402	1.022510998	9	FUT8|ST3GAL3|B4GALT2|CHST2	ESCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.680555556	0.923965937	0.063219117	-0.326954513	-0.836950788	16	SGSH|GALNS|HEXB	ESCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.265848671	0.603022595	0.118287526	-0.530505044	-1.207826446	10	ST6GALNAC4|HEXB	ESCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.920754717	1	0.046788297	0.294524157	0.610063428	7	GLA|NAGA	ESCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.749502982	0.961431412	0.058718588	-0.326563028	-0.764820883	11	GCNT2	ESCA
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.724752475	0.949323665	0.060118614	-0.303840558	-0.808749843	19	PIGV|PIGA|PIGO|PIGT|PIGQ|PGAP1|PIGP|PIGC|PIGU	ESCA
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.991967871	1	0.046230252	0.196023129	0.476467333	13	MTHFD1L|MTHFD2|ACO1|MDH2|AFMID|MTHFD2L	ESCA
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.47464503	0.743427195	0.082664645	0.271005849	0.978510021	65	CACNA1F|GNA11|MAPK12|CALM3|PRKCB|ITPR2|SRC|GNAS|ATF4|MAPK11|PLA2G12A|ADCY6|GNAQ|ADCY3|ITPR1|GRB2|MAPK1|PRKCA|KRAS	ESCA
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.039155898	0.169372022	0.321775918	-0.524338629	-1.493433437	25	FAS|HLA-DQA2|CD86|HLA-DOA|HLA-DMA|HLA-DMB|HLA-DRB1|HLA-DRA|HLA-DPA1|HLA-DRB5|HLA-DQB1|IL1B	ESCA
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.362549801	0.642231076	0.09688777	0.398295756	1.069433458	18	SMO|BMP8B|FBXW11|GSK3B|CSNK1A1|BTRC|PRKACB|SUFU|PRKACA|PRKX|PTCH1|CSNK1G2	ESCA
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	2.08E-05	0.000483436	0.575610261	-0.588168006	-2.026950181	62	IL1R2|CSF3R|ANPEP|CD8B|IL7R|MME|CD3E|CD3D|CD7|CD3G|CD5|CD19|FCGR1A|CSF2RA|IL4R|GYPA|MS4A1|CD8A|ITGA4|CD44|TFRC|HLA-DRB1|CD14|HLA-DRA|CD1C|HLA-DRB5|CD4|FCER2|CD2|CD38|IL1B|CD33|CSF1R|CD22	ESCA
KEGG	KEGG_HISTIDINE_METABOLISM	0.275653924	0.606441352	0.114750719	0.430027077	1.137436209	17	MAOB|MAOA|ALDH7A1	ESCA
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.897177419	1	0.051011413	0.252523159	0.701160174	21	XRCC2|POLD4|RPA1|POLD3|RAD51C|RAD51B|RAD51D|POLD1|RAD51|RAD52	ESCA
KEGG	KEGG_HUNTINGTONS_DISEASE	0.096629213	0.316223549	0.216542837	0.305390736	1.227005933	136	COX7A1|PPARG|TGM2|DLG4|CASP9|POLR2G|DNAL4|DNAH2|GPX1|NDUFA4|NDUFS5|HTT|NRF1|UQCRHL|SOD2|AP2S1|DCTN2|DNAL1|NDUFC1|DCTN1|NDUFB4|GNAQ|ITPR1|UQCRH|POLR2E|COX6B1|NDUFA6|SLC25A4|UQCR10|AP2M1|CLTC|NDUFS1|AP2B1|PLCB4|CLTB|TBPL1|VDAC2|NDUFA8	ESCA
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	9.07E-05	0.001533151	0.538434096	0.600774616	1.982703398	43	RYR2|ITGA2B|CACNA1F|TPM4|TPM2|TPM1|ITGB3|ACTB|ITGB5|ACE|ACTG1|CACNB3|ATP2A2|TGFB1|LMNA|ITGAV|EMD|ITGA9|ITGB1|TPM3|DMD|ITGA6|TNF|LAMA2|DAG1	ESCA
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.038341449	0.169372022	0.321775918	0.423721063	1.433099818	48	IMPA2|PLCD3|PLCD4|PIP4K2B|PIK3CG|ALDH6A1|INPP4B|OCRL|PIK3C2A|TPI1|PIP4K2C|INPP1|INPP5B|PIP5K1C|PLCB4|PIK3C2B|PIK3CB|INPPL1|PLCB3|INPP5A|INPP5K|PIKFYVE	ESCA
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.864035088	1	0.056648418	0.210128957	0.826556795	111	PRKAR1B|PRKAR2B|PYGM|PYGB|ACACA|CALM3|PIK3CG|SHC1|EIF4E|PHKB|PTPRF|PDE3A|HK1|ACACB|ARAF|SOCS2|AKT1|SORBS1|RPTOR|GRB2|MKNK1|MAPK1|PRKAR1A|CRKL|KRAS|AKT2|TRIP10|RAF1|GSK3B|PPP1R3B|PIK3CB|CALM1|PHKG1|MAPK9|INPP5K|PRKAA1|FASN|PRKACB|INSR|FLOT1|MTOR|MAP2K1|SHC2|CBL|PIK3CA|MAPK3|PYGL	ESCA
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.000640908	0.007012284	0.477270815	-0.649682638	-1.881429381	27	CXCR4|HLA-DQA2|CD86|TNFRSF13C|HLA-DOA|ITGA4|HLA-DMA|HLA-DMB|HLA-DRB1|HLA-DRA|HLA-DPA1|HLA-DRB5|MAP3K14|HLA-DQB1|LTBR|ITGB7|IL15RA|CD28	ESCA
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.061538462	0.228923077	0.252961123	-0.371871296	-1.353058514	81	OSM|CSF3R|IL7R|IL13RA1|IL2RG|CSF2RB|CSF2RA|SOCS3|IFNGR2|IL4R	ESCA
KEGG	KEGG_LEISHMANIA_INFECTION	6.02E-08	2.24E-06	0.704975715	-0.669007613	-2.306519903	60	FOS|PTGS2|JUN|NFKBIA|FCGR3B|HLA-DQA2|FCGR1A|IFNGR2|CYBA|TLR2|HLA-DOA|ITGB2|ITGA4|HLA-DMA|HLA-DMB|NCF4|HLA-DRB1|HLA-DRA|NCF1|HLA-DPA1|HLA-DRB5|FCGR3A|HLA-DQB1|IL1B|NCF2|FCGR2A	ESCA
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.063917526	0.233110976	0.257206466	0.348670478	1.297959278	79	F11R|RAPGEF3|MYL9|CDH5|GNAI1|BCAR1|JAM3|MAPK12|VCL|ACTB|ACTG1|CXCL12|RAPGEF4|CTNND1|AFDN|PRKCB|ACTN1|PIK3CG|ITGB1|ACTN4|CLDN5|CTNNA1|MSN|CD99	ESCA
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.909266409	1	0.048408762	0.285649369	0.618585801	8	ALDH7A1|ALDH1B1	ESCA
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.988950276	1	0.042417005	0.255487739	0.459923389	4	PLA2G12A|ALOX15|PLA2G4A	ESCA
KEGG	KEGG_LONG_TERM_DEPRESSION	0.00068047	0.007031522	0.477270815	0.556808722	1.801823032	41	GNAI1|GNA11|RYR1|GNA12|GNAZ|PRKCB|ITPR2|GNAS|GNAO1|ARAF|PLA2G12A|GNAQ|ITPR1|MAPK1|PRKG2|PRKCA|KRAS|IGF1R|RAF1|PLCB4|GNA13|LYN|PLCB3|GNAI2|PRKG1|PPP2CB	ESCA
KEGG	KEGG_LONG_TERM_POTENTIATION	0.051792829	0.204967365	0.28201335	0.414212374	1.407737554	49	GRIN2A|RAPGEF3|RPS6KA2|GRIN2D|CALM3|PRKCB|PPP3R1|ITPR2|ATF4|ARAF|GNAQ|ITPR1|MAPK1|PRKCA|KRAS|RAF1|PLCB4	ESCA
KEGG	KEGG_LYSINE_DEGRADATION	0.382716049	0.647356409	0.095603149	0.320815753	1.035368215	40	ALDH7A1|PLOD1|AASS|PLOD3|SUV39H1|HADH|SETD7|OGDH|NSD2|ALDH1B1	ESCA
KEGG	KEGG_LYSOSOME	0.324074074	0.606441352	0.099233334	-0.284225011	-1.075246182	103	SLC11A1|MCOLN1|CTSS|SGSH|GAA|GM2A|TCIRG1|GALNS|IGF2R|CTSH|CTSO|PPT1|HEXB|ATP6V0B|LAPTM4A	ESCA
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.046428571	0.196266234	0.28201335	-0.315759513	-1.294605635	185	FOS|JUN|DDIT3|IL1R2|DUSP1|GADD45B|FAS|DUSP2|JUND|DUSP8|RELB|TNFRSF1A|MKNK2|CD14|NTRK1|PAK1|FLNC|DUSP4|DUSP10|MYC|MRAS|MAP3K14|RASGRP1|DUSP14|ARRB2|IL1B|HSPA6|NFKB2|ECSIT|MAP3K13|MAPK7|MAP3K12|PLA2G6|MAPK10|MAP2K7|CACNA2D3|CACNA2D4|MAP3K1|CACNA1D|RASGRP4	ESCA
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	1	1	0.045770446	-0.259506912	-0.387168029	2	HES1	ESCA
KEGG	KEGG_MELANOGENESIS	0.852362205	1	0.052269332	-0.232351949	-0.776795361	53	LEF1|TCF7|FZD5|FZD8	ESCA
KEGG	KEGG_MELANOMA	0.967806841	1	0.047448319	-0.200497506	-0.637012465	43	CDH1|E2F2|E2F1|PIK3R5	ESCA
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.006458751	0.040302928	0.407017919	0.619025208	1.718796107	21	GSTA1|ADH1B|AKR1C1|GSTM1|AKR1C3|GSTM2|GSTM4|GSTM3|GSTM5|GSTO1|UGT2B28	ESCA
KEGG	KEGG_MISMATCH_REPAIR	0.998015873	1	0.045405923	-0.164213927	-0.454502413	22	SSBP1|RPA2|PCNA|RPA3|LIG1|RFC4|RFC2|MSH6|MSH3|MLH1|POLD2|PMS2|RFC1|RFC3|POLD1|MSH2|RFC5|POLD3|RPA1|EXO1|MLH3|POLD4	ESCA
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.60665362	0.875917547	0.068151344	-0.287448797	-0.913251601	42	DDIT4|VEGFA|RPS6|STK11|PIK3R5|MLST8	ESCA
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.022852746	0.111858175	0.352487858	-0.389335398	-1.43399083	87	ICAM1|FCGR3B|FAS|TNFRSF10C|NCR3|IFNGR2|TYROBP|ITGB2|CD48|TNFRSF10A|PAK1|TNFSF10|TNFRSF10B|FCGR3A|MICB|CD247|IFNAR1|PIK3R5|LCK	ESCA
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.2417154	0.58125	0.121543282	-0.318855815	-1.114744497	66	C5AR1|FPR1|FPR2|P2RY8|CYSLTR1|C3AR1|TRHR|P2RY13|LPAR2|VIPR1|LPAR3|PTGER4|VIPR2|P2RX4	ESCA
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.659340659	0.922085433	0.060903935	-0.237594125	-0.907332552	107	JUN|NFKBIA|CAMK4|RIPK2|NFKBIE|NTRK1|FOXO3|IRS2|PIK3R5|CAMK2D|MAPK7|MAPK10|MAP2K7|SH2B1|GAB1|MAP3K1	ESCA
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.295180723	0.606441352	0.110122264	-0.462546556	-1.15880764	15	BST1|NAMPT|CD38|NT5E	ESCA
KEGG	KEGG_NITROGEN_METABOLISM	0.11332008	0.351292247	0.186432558	-0.585018041	-1.370130653	11	CA1|CA4	ESCA
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000243486	0.003483717	0.518848078	-0.566227176	-1.893001741	53	CXCL8|CXCL1|NFKBIA|TNFAIP3|RIPK2|NOD2|NLRP3|BIRC3|MEFV|NAIP|IL1B|CASP1|HSP90B1|MAPK10|NLRP1	ESCA
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.668711656	0.923965937	0.065532103	-0.369120507	-0.840394478	10	POLM|DCLRE1C	ESCA
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.530241935	0.796106557	0.076476705	0.286263259	0.960015823	47	ERBB2|CASP9|PRKCB|PIK3CG|EGF|CCND1|ARAF|AKT1|CDKN2A|GRB2|MAPK1|PRKCA|KRAS|AKT2|RAF1|STK4|CDK6|PIK3CB	ESCA
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.91563786	1	0.051011413	0.226851167	0.73211644	40	JAG2|NOTCH4|JAG1|RFNG|PTCRA|MAML3|MFNG|RBPJ|PSEN2|CTBP2|NCOR2|PSEN1	ESCA
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.996124031	1	0.044418115	-0.159460674	-0.503638642	41	RAD23A|GTF2H5|POLE4|RPA2|PCNA|CUL4A|XPA|ERCC8|RPA3|LIG1|RFC4|RFC2|CDK7|RBX1|XPC|ERCC3|POLD2|POLE|CCNH|POLE2|RAD23B|GTF2H1|ERCC1|DDB1|ERCC2|RFC1|RFC3|POLD1|MNAT1|RFC5|GTF2H2|POLD3|CUL4B|POLE3|GTF2H3|DDB2|ERCC4|RPA1|ERCC6|POLD4|CETN2	ESCA
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.205761317	0.546412981	0.13725078	0.360194426	1.162454947	40	FUT8|MAN2A2|MGAT4B|ALG10|RPN2|MGAT5|MAN1A1|DPM3|ST6GAL1|B4GALT2|GANAB	ESCA
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.797188755	1	0.056294075	0.285115181	0.742510051	16	CALM3|OR2L13|ADCY3|PRKG2|GRK3|CALM1|PRKACB|PRKG1	ESCA
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.958579882	1	0.046975873	0.229290846	0.575453544	14	MTHFD1L|MTR|MTHFD2|TYMS|GART	ESCA
KEGG	KEGG_OOCYTE_MEIOSIS	0.992202729	1	0.044864511	-0.174525599	-0.640157546	85	CCNB2|CDC26|MAD2L1|SPDYC|PPP2R5B|AR|CDK1|FBXO5|CAMK2D|CCNE2|CCNE1|ADCY9|ADCY7|PLK1|ESPL1|PTTG1|PPP3CC|ANAPC4	ESCA
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.396825397	0.653181627	0.091392433	-0.430352818	-1.062695717	13	HEXB|MAN2B2|FUCA1|AGA	ESCA
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.995753715	1	0.048603425	0.165784933	0.634068031	92	COX7A1|NDUFA4|COX17|NDUFS5|UQCRHL|ATP6AP1|NDUFC1|NDUFB4|ATP6V1E1|UQCRH|ATP6V0E1|COX6B1|ATP6V1A|NDUFA6|UQCR10|NDUFS1|NDUFA8|NDUFS4|NDUFA5|ATP6V1F|ATP6V1G1|MT-ND3|NDUFA11|NDUFB7|NDUFA1|NDUFS2|MT-ND6|COX7B|MT-ND5|SDHC|MT-ND4L|MT-CO2|NDUFB3|COX8A|COX5A|MT-ND4|MT-CYB|NDUFS8	ESCA
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.827380952	1	0.054008827	0.284489594	0.72904161	15	GALNT12|GALNT10|GCNT1|GALNT2|GALNT1|GALNT7|C1GALT1	ESCA
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.39009901	0.647842999	0.092259726	-0.307863573	-1.037491482	55	GADD45B|FAS|PMAIP1|CCNB2|PIDD1|SESN2|CCNG2|TNFRSF10B|SESN3|CDK1	ESCA
KEGG	KEGG_PANCREATIC_CANCER	0.539235412	0.802382294	0.075501529	0.266565912	0.95699187	62	ERBB2|CASP9|TGFB1|PIK3CG|IKBKG|EGF|STAT3|CCND1|VEGFC|ARAF|RALA|AKT1|CDKN2A|SMAD2|MAPK1|KRAS|AKT2|TGFB2|RALB|RAF1|CDK6|PIK3CB|MAPK9|TGFBR2|BCL2L1	ESCA
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.48111332	0.745725646	0.080858915	-0.428205256	-1.002870177	11	VNN2|PPCDC	ESCA
KEGG	KEGG_PARKINSONS_DISEASE	0.699360341	0.926323901	0.06538342	0.233748977	0.896858666	94	COX7A1|CASP9|UBA7|NDUFA4|PARK7|NDUFS5|UQCRHL|NDUFC1|NDUFB4|SNCA|UQCRH|HTRA2|COX6B1|NDUFA6|SLC25A4|UQCR10|NDUFS1|UBA1|VDAC2|NDUFA8|NDUFS4|NDUFA5|MT-ND3|CYCS|NDUFB7|NDUFA1|NDUFS2|MT-ND6|COX7B|MT-ND5|SDHC|MT-ND4L|MT-CO2|UBE2J1|SLC18A2|NDUFB3|COX8A|COX5A|MT-ND4|MT-CYB|UBE2G2|NDUFS8	ESCA
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.380670611	0.647356409	0.093444922	0.309090215	1.027803931	45	TUBB6|ARPC1B|ACTB|KRT18|TUBB4B|CTTN|ACTG1|ARPC4|TUBB1|TUBAL3|TUBB|ITGB1|YWHAQ|TUBA1C|RHOA|TUBB4A|PRKCA|YWHAZ|ROCK2|TUBA1B|NCK2|TUBA4A	ESCA
KEGG	KEGG_PATHWAYS_IN_CANCER	0.160344828	0.438590264	0.142901149	-0.271678535	-1.144848849	230	CXCL8|FOS|PTGS2|JUN|CSF3R|NFKBIA|CDH1|LEF1|FAS|VEGFA|TCF7|LAMB3|CSF2RA|FZD5|FZD8|CDKN1B|NTRK1|E2F2|SLC2A1|SPI1|E2F1|MYC	ESCA
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.305019305	0.606441352	0.105520937	0.527070004	1.141392405	8	UGT2B28|AKR1B1|GUSB|CRYL1|UGP2	ESCA
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.25502008	0.585601666	0.119887845	0.411371107	1.165503436	22	ALDOA|GPI|PFKM|TKTL1|G6PD|PFKP|PGM1|TALDO1|ALDOC|PGD	ESCA
KEGG	KEGG_PEROXISOME	0.530737705	0.796106557	0.077274697	0.271532838	0.957118386	59	CRAT|PEX11B|ABCD1|ACOX1|PEX3|SOD2|ACSL4|PRDX5|HSD17B4|FAR2|HMGCL|PAOX|NUDT19|IDH2|PEX26|FAR1|PMVK|SCP2|HACL1|PEX10|PHYH|PEX5|GSTK1|IDH1	ESCA
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.216981132	0.560534591	0.12687573	0.609759959	1.263027979	7	MAOB|MAOA|PRDX6	ESCA
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.010300783	0.058058958	0.380730401	0.440296167	1.580198067	63	IMPA2|PLCD3|PLCD4|DGKG|PIP4K2B|CALM3|PRKCB|PIK3CG|ITPR2|INPP4B|OCRL|PIK3C2A|DGKZ|CDS2|ITPR1|DGKD|PRKCA|DGKH|PIP4K2C|INPP1|INPP5B|DGKQ|PIP5K1C|PLCB4|PIK3C2B|PIK3CB|CALM1|INPPL1|PLCB3|INPP5A|INPP5K|PIKFYVE	ESCA
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.014490006	0.079268859	0.380730401	-0.601634588	-1.645905027	21	ALAS2|HMBS|BLVRB|FECH|PPOX|CPOX	ESCA
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.003140896	0.02655485	0.431707696	0.560137572	1.756150653	35	FABP4|MMP1|PPARG|LPL|FABP5|PLTP|CPT1A|SLC27A4|CD36|ACOX1|ACSL4|FADS2|PPARA|GK|SORBS1	ESCA
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.340336134	0.620612951	0.103958472	-0.706392201	-1.159112105	3	CYP27A1	ESCA
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	5.50E-05	0.001022722	0.557332239	-0.698048907	-2.02149426	27	CD8B|IL7R|CD3E|CD3D|IL2RG|CD79A|CD19|TNFRSF13C|PTPRC|CD8A|CD4|DCLRE1C|LCK|CIITA|TAP1	ESCA
KEGG	KEGG_PRION_DISEASES	0.123260437	0.369781312	0.178219875	-0.458025995	-1.304560256	25	HSPA5|EGR1|NOTCH1|C1QA|IL1B|NCAM1|C1QB	ESCA
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.902534113	1	0.049192752	-0.219770107	-0.76833323	66	PDE3B|CCNB2|CDC26|MAD2L1|SPDYC	ESCA
KEGG	KEGG_PROPANOATE_METABOLISM	0.319105691	0.606441352	0.105920293	0.370637079	1.096343897	26	ALDH7A1|ABAT|ACACA|ALDH6A1|PCCB|ACACB|ALDH1B1	ESCA
KEGG	KEGG_PROSTATE_CANCER	0.678030303	0.923965937	0.061169263	-0.250728531	-0.897995698	73	NFKBIA|LEF1|TCF7|CDKN1B|E2F2|E2F1|CREB5|AR|PIK3R5	ESCA
KEGG	KEGG_PROTEASOME	0.475633528	0.743427195	0.080419997	-0.318176066	-0.998815024	39	PSME2|PSME4|PSMB3|PSMB1|PSMD8|PSME1|PSMB6|SEM1|PSMA5|PSMB10|PSMD12|PSMB4|PSMC1|PSMB2|PSMD7|PSMB7|PSMC2|PSMB9|PSMC6|PSMD3	ESCA
KEGG	KEGG_PROTEIN_EXPORT	0.652173913	0.918972332	0.065087757	-0.312149384	-0.853953962	21	HSPA5|SPCS2|OXA1L|SRPRB	ESCA
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.313373253	0.606441352	0.105920293	-0.471632676	-1.137762019	12	CA4|ATP1B2|ATP1A3	ESCA
KEGG	KEGG_PURINE_METABOLISM	0.925925926	1	0.053129805	0.201765662	0.791617126	109	NPR1|NME4|PAPSS2|POLR2G|PDE2A|ENTPD6|PKM|NT5M|PAPSS1|PNP|PRUNE1|PDE3A|PDE5A|ENTPD4|POLD4|GMPR|ADCY6|DGUOK|ADCY3|POLR1B|PFAS|POLR2E	ESCA
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.995901639	1	0.046975873	0.176893097	0.662768437	82	NME4|POLR2G|ENTPD6|NT5M|PNP|ENTPD4|DPYD|AK3|UMPS|POLD4|POLR1B|CMPK1|POLR2E|POLR3A|UCK1|TYMS|POLR3K|TK1|POLE3|POLA1|UPRT|POLR2L	ESCA
KEGG	KEGG_PYRUVATE_METABOLISM	0.827160494	1	0.055710423	0.257258652	0.786414687	31	ALDH7A1|ACACA|PKM|ACACB|ALDH1B1|AKR1B1|PDHB	ESCA
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.000104881	0.001625663	0.538434096	0.425476368	1.734110399	143	MYL9|ENAH|ITGA2B|BCAR1|TIAM2|ARPC1B|MYH9|ITGB3|FGF2|MYH10|VCL|ACTB|GNA12|ITGB5|SLC9A1|SSH1|ACTG1|LIMK1|ARPC4|RRAS|DIAPH1|PIP4K2B|FN1|ACTN1|DOCK1|PIK3CG|APC2|ABI2|ITGAV|ITGA9|CFL1|EGF|GSN|ITGB1|CYFIP1|ACTN4|MSN|ITGA6|ARAF|ARHGEF12|RHOA|GIT1|MAPK1|BRK1|MYLK|PDGFA|PFN1|ITGA1|TMSB4X|CRKL|ROCK2|KRAS|PIP4K2C	ESCA
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.70221328	0.926323901	0.062386149	0.313986904	0.830506014	17	ULK3|ATG5|BECN1|PRKAA1|GABARAPL2|ATG4A|ATG12	ESCA
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.818882466	1	0.053129805	-0.237939745	-0.810867692	57	JUN|VEGFA|PAK1|SLC2A1	ESCA
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.25	0.58125	0.123257226	-0.560976344	-1.202662595	8	ANPEP|MME	ESCA
KEGG	KEGG_RETINOL_METABOLISM	0.611439842	0.875917547	0.068151344	0.354418501	0.889487678	14	ADH1B|ALDH1A2|RDH11|UGT2B28|RETSAT	ESCA
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.208576998	0.546412981	0.132147261	0.540883921	1.243311452	10	ACP2|ACP6|MTMR2|ACP1	ESCA
KEGG	KEGG_RIBOSOME	4.51E-19	8.39E-17	1.123914964	-0.765831686	-2.822056839	82	RPS18|RPL34|RPL32|RPS12|RPL9|RPS15A|RPL21|RPL31|RPS20|RPL39|RPL30|RPL26|RPS13|RPS25|RPL11|RPS3A|RPL37|RPL7|RPL38|RPL5|RPS6|RPS4X|RPS16|RPS29|RPLP2|RPL13|RPL27|RPS3|RPL36|RPL3|RPL10A|RPL22|RPS17|RPS27|RPL23A|RPS24|RPL23|RPL19|RPL29|RPS26|RPL37A|RPS9|RPL6|RPL14|RPL12|RPS21|RPL27A|RPS28|RPL36AL|RPS7|RPL10|RPS23|RPL18A|RPL35|RPS27A|RPS8|RPL7A|RPL8|RPS4Y1|FAU|RPL35A|RPS19|RPL13A|RSL24D1|RPS2|RPL24|RPL4	DLBC
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.04991611	0.204196107	0.321775918	-0.432211363	-1.426068792	50	CXCL8|NFKBIA|CXCL10|ISG15|IRF7	ESCA
KEGG	KEGG_RNA_DEGRADATION	0.984031936	1	0.046322779	-0.179482838	-0.600848444	54	EXOSC3|LSM5|EXOSC7|PATL1|EXOSC9|MPHOSPH6|EXOSC5|CNOT2|EXOSC8|HSPD1|SKIV2L|LSM3|CNOT7|DCPS|EXOSC2|PNPT1|LSM4|HSPA9|CNOT8|C1D|PAPOLG|ZCCHC7|CNOT6|LSM7|LSM8|LSM2|CNOT4|XRN2	ESCA
KEGG	KEGG_RNA_POLYMERASE	0.995991984	1	0.045953808	0.157411647	0.460887237	25	POLR2G|POLR1B|POLR2E|POLR3A|POLR3K|POLR2L|POLR1C	ESCA
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.67519685	0.923965937	0.063219117	-0.309908959	-0.840191529	20	GGT7|METTL2B|METTL6|HEMK1|MAT2B|AHCY|BUD23	ESCA
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.319238901	0.606441352	0.108394256	0.296712821	1.076450344	71	LAMB1|LAMB2|LAMA4|ITGA2B|COL4A1|COL4A2|CASP9|MAX|FN1|PIK3CG|IKBKG|ITGAV|ITGB1|CCND1|ITGA6|LAMA5|LAMC1|LAMA2|AKT1	ESCA
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.646833013	0.918404126	0.064070375	-0.290954344	-0.888569049	34	STX3|VAMP2|STX10|USE1|STX5|STX8|BET1L|SNAP47|VTI1A|STX11|VAMP5|STX2|GOSR1|STX17|YKT6	ESCA
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.388211382	0.647842999	0.094050347	0.352190403	1.041778659	26	SMPD1|GLA|ARSA|SPHK1|ACER3|SPTLC2|GBA|B4GALT6|SGMS1|PLPP1	ESCA
KEGG	KEGG_SPLICEOSOME	0.001553189	0.0152049	0.455059867	-0.417854156	-1.630731237	121	SRSF5|HNRNPA1L2|BCAS2|PRPF38B|SNRPA|SNRPE|PRPF18|LSM5|SRSF7|MAGOH|HSPA6|CWC15|DDX5|SNRPD2|RBMX|NCBP2|SNRNP70|SNRPB2|PQBP1|PLRG1|SF3B5|HNRNPA1|HSPA8|TCERG1|SLU7|SNRPC|RBM17|HSPA2|ALYREF|SNRPF|XAB2|PRPF31|SYF2|SNRNP27|SNRPD1|PRPF3|LSM3|CTNNBL1|SF3A3|THOC1|SF3B6|HNRNPU|PUF60|PRPF4|ACIN1|PRPF38A|WBP11|U2SURP|LSM4|SF3B2|SNRPA1|SF3A1|SNRPG|SF3B1|SNW1|PRPF6|SNRPB|TRA2A|RBM25|CCDC12|EIF4A3|SART1|HNRNPM|PPIH|SF3B4|HNRNPC|LSM7|DHX16|RBM22|LSM8|LSM2	ESCA
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.307228916	0.606441352	0.107554375	0.392831737	1.112977385	22	PGM2L1|GPI|PYGM|PYGB|GANC|UGT2B28|PGM1|HK1|GBE1	ESCA
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.57199211	0.837720729	0.071478629	0.366932271	0.920893612	14	DHCR7|CEL|SC5D|LIPA|DHCR24|LSS	ESCA
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.153692615	0.42666905	0.158514105	0.536942986	1.291724976	12	AKR1C1|AKR1C3|STS|UGT2B28|CYP19A1|COMT|HSD17B12	ESCA
KEGG	KEGG_SULFUR_METABOLISM	0.295366795	0.606441352	0.107554375	0.53214616	1.152385035	8	PAPSS2|CHST13|PAPSS1|SULT1A1|CHST12	ESCA
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.001881357	0.017496618	0.455059867	-0.570117796	-1.769382855	36	FCGR3B|HLA-DQA2|FCGR2B|FCGR1A|CD86|HLA-DOA|HLA-DMA|HLA-DMB|HLA-DRB1|HLA-DRA|HLA-DPA1|HLA-DRB5|C1QA|FCGR3A|HLA-DQB1|FCGR2A|C1QB	ESCA
KEGG	KEGG_TASTE_TRANSDUCTION	0.463320463	0.736560737	0.081302735	0.46824351	1.014001142	8	GNAS|ADCY6|GNB1|PRKACB|PRKACA|PRKX	ESCA
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.612200436	0.875917547	0.07307444	-0.519246922	-0.903392717	4	GGT7	ESCA
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.992063492	1	0.045679041	-0.178337667	-0.440379769	13	IDI1|MVD|HMGCR|ACAT2|GGPS1|HMGCS1|MVK|ACAT1|PDSS2|FDPS|PMVK|DHDDS|PDSS1	ESCA
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.01680824	0.089323789	0.352487858	0.449088216	1.537046322	53	SMAD6|ID1|ACVRL1|THBS1|BMP8B|ACVR1|TGFB1|ZFYVE9|ACVR2B|LTBP1|SMAD7|TNF|ID3|RHOA|SMAD2|MAPK1|SMAD5|ROCK2|TGFB2	ESCA
KEGG	KEGG_THYROID_CANCER	0.292635659	0.606441352	0.108394256	-0.384097363	-1.112315492	27	CDH1|LEF1|TCF7|NTRK1|MYC	ESCA
KEGG	KEGG_TIGHT_JUNCTION	1.63E-06	4.32E-05	0.643551836	0.541504699	2.040840353	84	F11R|TJP1|MPDZ|MYL9|GNAI1|MAGI1|MYH9|JAM3|MYH10|ACTB|CTTN|ACTG1|RRAS|AFDN|PRKCB|ACTN1|MYH11|TJP2|EPB41L1|PARD6A|SRC|SPTAN1|ACTN4|CLDN5|CTNNA1|RAB13|PRKCQ|PARD3|AKT1|EPB41L2|PPP2R2B|EXOC4|RHOA|MAGI3|AMOTL1|PPP2R2D|PRKCA|LLGL1|KRAS|AKT2	ESCA
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.00031593	0.004197358	0.498493109	-0.521478244	-1.860656119	72	CXCL8|FOS|JUN|NFKBIA|CXCL10|CD86|TLR8|TLR2|IRF7|IRF5|CD14|LY96|IL1B|IFNAR1|PIK3R5|TICAM1	ESCA
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.248995984	0.58125	0.121543282	0.414334166	1.173898425	22	MAOB|MAOA|IDO1|ALDH7A1|HADH|OGDH|ALDH1B1	ESCA
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.856589147	1	0.051322333	-0.255122124	-0.748883349	29	SOCS3|HK2|IRS2|PIK3R5|MAPK10|CACNA1D|IRS1	ESCA
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.089147287	0.307062877	0.208955028	-0.464390791	-1.363168845	29	FAS|HLA-DQA2|CD86|HLA-DOA|HLA-DMA|HLA-DMB|HLA-DRB1|HLA-DRA|HLA-DPA1|HLA-DRB5|HLA-DQB1|IL1B	ESCA
KEGG	KEGG_TYROSINE_METABOLISM	0.245472837	0.58125	0.12267919	0.431012843	1.172363569	19	MAOB|MAOA|ADH1B|FAH	ESCA
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.00046123	0.005719252	0.498493109	-0.466546084	-1.730939315	90	FOS|JUN|NFKBIA|CD8B|CD3E|CD3D|CD3G|PDCD1|NFKBIE|PTPRC|CD8A|PAK1|CD4|MAP3K14|RASGRP1|ITK|CD247|PIK3R5|LCK	ESCA
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.952554745	1	0.043712583	-0.195338048	-0.762817817	123	UBE2S|CDC26|SOCS3|UBE2D1|CDC34|SYVN1|UBE4A|BIRC3|UBE2E2|DET1|UBE2M|FZR1|UBE2B|MAP3K1|UBE2D3|NEDD4L	ESCA
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.975471698	1	0.044152306	0.249843176	0.517513354	7	BCAT1|PDHB|PDHA1|VARS2|LARS2|BCAT2|IARS2	ESCA
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.226611227	0.561995842	0.130777138	0.359857773	1.143698413	37	ALDH7A1|ABAT|ALDH6A1|PCCB|ACAA2|HADH|ACAD8|BCAT1|HMGCL|ALDH1B1|OXCT1	ESCA
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	2.08E-07	6.43E-06	0.690132459	0.593052359	2.151546443	71	NPR1|RAMP3|RAMP2|MYL9|CACNA1F|GNA11|GNA12|KCNMB1|CALD1|CALCRL|MYL6B|PPP1R14A|CALM3|PRKCB|MYH11|ITPR2|KCNMB4|GNAS|MYL6|ARAF|PRKCQ|PLA2G12A|ADCY6|ADORA2B|ARHGEF12|GNAQ|RHOA|ADCY3|ITPR1|PTGIR|MAPK1|MYLK|PRKCA|ROCK2	ESCA
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.324267782	0.606441352	0.106729884	0.344581722	1.085943966	36	DYNC1I1|DYNLL2|DYNC1LI2|RAB11B|GNAS|DCTN2|ADCY6|DCTN1|ADCY3|DCTN6|DYNC2LI1|DYNC1I2|RAB5B|PRKACB|DYNC1H1|DYNLL1|CREB3|ARHGDIB	ESCA
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.100409836	0.322003957	0.202071709	0.362814612	1.265352933	56	NOS3|KDR|CASP9|HSPB1|MAPK12|MAPKAPK2|SPHK1|PRKCB|PIK3CG|PPP3R1|NFATC2|SRC|MAPK11|PLA2G12A|AKT1|NFATC1|MAPK1|PRKCA|KRAS|AKT2|NFAT5|RAF1|PTK2	ESCA
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.244855967	0.58125	0.124434169	0.349812626	1.128949781	40	TJP1|ACTB|ACTG1|PRKCB|ARF1|TJP2|GNAS|ATP6AP1|ADCY3|ATP6V1E1|ATP6V0E1|PRKCA|SEC61A1|ATP6V1A	ESCA
KEGG	KEGG_VIRAL_MYOCARDITIS	0.284	0.606441352	0.112378519	-0.342874035	-1.122217898	49	ICAM1|HLA-DQA2|CD86|HLA-DOA|ITGB2|HLA-DMA|HLA-DMB|HLA-DRB1|HLA-DRA|HLA-DPA1|HLA-DRB5	ESCA
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.744014733	0.96101903	0.055479331	-0.227510659	-0.859704722	99	JUN|LEF1|TCF7|FZD5|FZD8|PORCN	ESCA
KEGG	KEGG_ABC_TRANSPORTERS	0.27173913	0.584844356	0.099233334	-0.407621729	-1.157347434	24	ABCA1|ABCC5|ABCB8|ABCA7|TAP1|ABCG1|ABCD2|ABCD4|ABCG2|ABCC10|ABCC4|ABCC1	GBM
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.962758621	0.99439427	0.03006181	-0.182859916	-0.618053809	53	LEF1|PIM2|TCF7|SOS1|RUNX1|RPS6KB1|RARA|BRAF|AKT3|TCF7L2|PIK3R1|NRAS	GBM
KEGG	KEGG_ADHERENS_JUNCTION	0.222222222	0.52991453	0.181383128	0.290803051	1.145980022	62	TJP1|ERBB2|TCF7L1|PTPRB|CTNND1|ACTN1|ACTN4|ACTG1|ACTB|AFDN|NECTIN1|PTPRM|PTPN6	GBM
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.036111111	0.239880952	0.28201335	-0.442980448	-1.484005269	51	TNFRSF1B|NFKBIA|SOCS3|PRKAB2|ADIPOR1|ACSL3|CAMKK1|IRS1|MAPK10|CD36|IRS2|LEPR|JAK2|TNFRSF1A|NFKBIE	GBM
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.306122449	0.618899734	0.123842171	0.390644271	1.143760006	17	ASS1|GLUD2|ASL|ABAT|GPT2|GOT2|NIT2|CAD|GLUD1|GOT1	GBM
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.902173913	0.981311976	0.038796221	-0.233504474	-0.66298184	24	IRS1|IRS2|ATP1B2|NEDD4L|ATP1B1|PIK3R1|ATP1A3|PIK3CB	GBM
KEGG	KEGG_ALLOGRAFT_REJECTION	0.222222222	0.52991453	0.110564716	-0.419972086	-1.215875398	26	FAS|CD28|CD86|HLA-DQA2|HLA-DRB1|HLA-DMB|HLA-DMA|HLA-DPA1|HLA-F	GBM
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.679715302	0.889884209	0.058098358	-0.426036159	-0.839256225	6	PLA2G4A|PLA2G6	GBM
KEGG	KEGG_ALZHEIMERS_DISEASE	0.987325729	1	0.0243564	-0.172242672	-0.660928109	128	FAS|BACE1|MME|EIF2AK3|CACNA1D|MT-ATP8|NDUFA6|CASP3|MT-CO1|ADAM17|MT-CO2|TNFRSF1A|MT-CO3|MT-ATP6|UQCRH|NDUFA5|NCSTN|CAPN2|COX4I1|PPP3CC|CALM2	GBM
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.671270718	0.889884209	0.08063885	0.287101818	0.863843496	19	VARS2|HARS2|TARS2|WARS2|YARS2|MTFMT|DARS2|CARS2	GBM
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.802469136	0.937878539	0.077073673	0.22384757	0.797380692	38	CHIT1|PGM1|HK3|GNPNAT1|UGDH|GALK1|NAGK|GNE|GMPPA|GPI|GALE|GMPPB|UAP1|FPGT|GNPDA1|PGM2|CYB5R3|MPI	GBM
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.971098266	0.99439427	0.031925731	-0.190444631	-0.61212593	41	TNFRSF1B|CASP3|CCS|MAP2K6|TNFRSF1A|BCL2L1|MAP2K3|PPP3CC|NEFH	GBM
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.006408096	0.096997815	0.407017919	-0.493209324	-1.673269074	54	HSPA5|CD8B|CD8A|HSPA2|CD74|CTSS|TAP1|HLA-DQA2|HLA-DRB1|HLA-DMB|TAPBP|HLA-DMA|NFYB|B2M|LTA|PDIA3|HLA-DPA1|CTSB|HLA-F|CTSL	GBM
KEGG	KEGG_APOPTOSIS	0.404825737	0.690803552	0.069448144	-0.285669813	-1.03619752	78	NTRK1|NFKBIA|IL1RAP|FAS|CSF2RB|TNFRSF10C	GBM
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.343575419	0.629089934	0.12210792	0.336002323	1.080411314	24	ALOX15B|PTGIS|AKR1C3|GPX3|ALOX5	GBM
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.005475819	0.096997815	0.407017919	0.497360894	1.753368328	37	ARG1|NOS1|NOS3|ASS1|MAOB|MAOA|ALDH7A1|ALDH1B1|NAGS|PYCR2|GLUD2|ASL|PYCR3|GAMT|GOT2	GBM
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.508143322	0.756196721	0.106323256	0.260652938	0.957737834	44	PKP2|TCF7L1|ITGB4|ATP2A2|ACTN1|ACTN4|ACTG1|ACTB|DES|ITGB3|CACNA1F|CACNB3|GJA1|ITGA9|ITGA2B	GBM
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.33411215	0.629089934	0.111918316	0.504380873	1.134346313	7	ALDH7A1|ALDH1B1|UGDH|ALDH3A2|ALDH9A1	GBM
KEGG	KEGG_ASTHMA	0.604591837	0.826868247	0.08197788	0.30631614	0.896857258	17	RNASE3|TNF|CD40	GBM
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.344984802	0.629089934	0.084314432	-0.368526095	-1.077694026	27	FAS|CD28|CD86|HLA-DQA2|HLA-DRB1|HLA-DMB|HLA-DMA|HLA-DPA1|HLA-F|TG	GBM
KEGG	KEGG_AXON_GUIDANCE	0.278225806	0.588068182	0.168238166	0.274291835	1.107771665	76	SEMA3F|SEMA3D|PLXNB3|NTN4|EFNB2|CXCL12|SEMA3G|NRP1|EPHA2|SEMA4C|ABL1|LIMK1|SEMA4D|GNAI1|ABLIM2	GBM
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.365921788	0.654437043	0.117765788	0.330679299	1.063295196	24	GLI3|TCF7L1|WNT6|APC2|TP53	GBM
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.438253012	0.721372215	0.071305299	-0.344764716	-1.021456431	29	TAF7L|GTF2A2|TBPL1|GTF2B|TAF4B|TAF13|GTF2F2|GTF2H2|GTF2H3|GTF2E2	GBM
KEGG	KEGG_BASE_EXCISION_REPAIR	0.047069307	0.282415842	0.321775918	0.422718056	1.468055953	33	PCNA|FEN1|PARP1|UNG|OGG1|LIG3|POLD2|NTHL1|POLD3|MBD4|POLE|SMUG1|NEIL2|POLD4|POLD1|PARP4	GBM
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.202072539	0.526675519	0.157402899	0.448207215	1.232668152	15	ALDH7A1|ALDH1B1|ABAT|ALDH3A2|ALDH9A1|ECHS1|MLYCD|SRM|HADHA|ALDH2|DPYD	GBM
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.282539683	0.589096573	0.098212335	-0.434246901	-1.148607916	18	HACD2|HACD1|FADS1|ELOVL6|HSD17B12|ACOT7|ELOVL5	GBM
KEGG	KEGG_BLADDER_CANCER	0.007300911	0.096997815	0.407017919	-0.535687423	-1.694121653	38	CXCL8|VEGFA|E2F1|CDH1|CDKN1A	GBM
KEGG	KEGG_BUTANOATE_METABOLISM	0.033222881	0.232479663	0.321775918	0.482256493	1.55068979	24	ALDH7A1|ALDH1B1|BDH1|BDH2|ABAT|ACADS|PDHB|PDHA1|ALDH3A2|HMGCL|ACAT1|ALDH9A1|ECHS1	GBM
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.089812332	0.355427528	0.170932335	-0.365178767	-1.291487071	69	FOS|JUN|NFKBIA|LILRB3|IFITM1|CD79A|DAPP1|VAV3|SOS1|NFKBIE|CD19|FCGR2B|NFAT5|PPP3CC|AKT3|PIK3R1|NRAS|RAC1|PIK3CB|NFKBIB|IKBKG	GBM
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.315789474	0.624860022	0.157402899	0.251470747	1.070577532	90	NOS1|P2RX5|ERBB2|NOS3|ADRB2|GNA14|GNA11|PLCD3|ATP2A2|P2RX7|PDGFRB|PLCD1|CACNA1A|PLCD4|PTK2B|PLCG2|HTR2A|CACNA1F|RYR1|SPHK2|SLC25A4|PHKA2|ATP2A3|PLCB1	GBM
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.947540984	0.99439427	0.071652737	0.183030071	0.676884983	46	COX7A1|ATP2A2|COX6A1|TPM1|TPM4|SLC9A1|CACNA1F|CACNB3|COX8A|TPM2	GBM
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.011145329	0.127099878	0.380730401	-0.436600513	-1.568860863	74	ICAM1|NLGN1|SELL|CD28|CD8B|VCAN|CDH1|SELPLG|PDCD1|CD8A|MPZL1|CD58|PTPRC|CD86|HLA-DQA2|HLA-DRB1|CD6|ITGB2|HLA-DMB|NECTIN2	GBM
KEGG	KEGG_CELL_CYCLE	0.681877445	0.889884209	0.043625124	-0.233799557	-0.886470031	116	E2F1|GADD45B|MCM6|CDC25C|CDKN2B|CDKN1A|RBX1|TFDP1|ORC5|CCNB1|CCNE2|CDC14A|ORC4|E2F3|GADD45G|RBL1|DBF4|WEE1|CDC16|ANAPC10|TTK|CDK7|MDM2|CDKN1B|ANAPC13|CDK6|GADD45A|SMAD2|FZR1|YWHAZ|CCNE1|SKP1|CHEK1|STAG1|YWHAQ|CDC27|RB1|TGFB1|ORC2|ORC3|YWHAE	GBM
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.079445145	0.343646441	0.176694269	-0.334640905	-1.28789971	131	CXCL8|CXCR4|CCL3L3|NFKBIA|CCR7|CCR1|CXCL1|CXCR1|CXCL16|GNG8|PF4V1|FOXO3|VAV3|SOS1|PRKACB|ELMO1|RAP1B|JAK2|PRKCD|RAP1A	GBM
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.604588394	0.826868247	0.050702794	-0.262167958	-0.923018248	67	E2F1|NFKBIA|CDKN1A|GAB2|SOS1|E2F3|RUNX1|BRAF|BCL2L1|MDM2|AKT3|TGFBR1|CDKN1B|BCR|PIK3R1|NRAS|CDK6	GBM
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.796357616	0.937878539	0.047448319	-0.309552881	-0.736800971	12	PER1|BHLHE40|CRY1	GBM
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.087209302	0.352628918	0.261663522	0.417196571	1.378914744	27	IDH1|SUCLA2|PDHB|OGDH|PDHA1|IDH2|FH|ACLY|SDHC|SUCLG1|CS|SDHD|MDH2|SDHB|MDH1|DLAT|IDH3A|ACO1	GBM
KEGG	KEGG_COLORECTAL_CANCER	0.339310345	0.629089934	0.07998588	-0.318996415	-1.092922694	57	FOS|JUN|LEF1|TCF7|CASP3|MAPK10|BRAF|MAPK8|RALGDS|AKT3|TCF7L2|TGFBR1|APPL1|PIK3R1|RAC1|AXIN2|SMAD2	GBM
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.003764882	0.082873694	0.431707696	-0.61785821	-1.83056796	29	PLAUR|PLAU|CFD|C5AR1|SERPINA1|F5|C3|CD55|SERPING1|TFPI|CD46|THBD|SERPINE1|C3AR1|CD59	GBM
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.912710567	0.983391188	0.03761426	-0.231967711	-0.651386288	23	SMS|DNMT3A|CTH|LDHB|AMD1|MAT2B|DNMT3B|ENOPH1|DNMT1|TRDMT1|ADI1|MTAP|AHCYL2|MTR	GBM
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	1.45E-06	0.000268934	0.643551836	-0.52888629	-2.014474547	120	CXCL8|OSM|TNFRSF25|VEGFA|CXCR4|CCL3L3|TNFRSF1B|CSF3R|IL1RAP|CCR7|FAS|IL7R|IL1R2|KITLG|CCR1|CSF2RB|RELT|IL2RG|TNFSF13B|PDGFC|CXCL1|ACVR1B|TNFRSF10C|CXCR1|IFNGR1|CSF1|CXCL16|IL15RA|IL13RA1|CSF1R|IL15|PF4V1|IL7|GHR|IFNGR2|IL4R	GBM
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.923303835	0.983391188	0.035315705	-0.207380724	-0.65584548	38	NFKBIA|IRF7|POLR3G|POLR3F	GBM
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.600682594	0.826868247	0.098890301	0.247106412	0.912843546	47	ITGB4|ATP2A2|ACTG1|ACTB|DES|ITGB3|TPM1|TPM4|TNF|CACNA1F|CACNB3|TPM2|ITGA9|ITGA2B	GBM
KEGG	KEGG_DNA_REPLICATION	0.136645963	0.430782188	0.213927855	0.366182528	1.278299763	35	PCNA|FEN1|RNASEH2A|MCM3|MCM5|RFC3|RFC5|POLA2|POLD2|MCM4|POLD3|POLE|POLD4|POLD1|MCM2	GBM
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.144026187	0.432246998	0.147331214	-0.508237541	-1.312985855	16	ETV7|NOTCH1|SOS1|SPIRE1|ETV6	GBM
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.100278552	0.388218924	0.237793834	0.443713121	1.377027192	21	FMO2|GSTA1|MAOB|MAOA|ADH1B|GSTM1	GBM
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.311977716	0.623955432	0.128788713	0.356766688	1.107196086	21	TK1|NAT1|IMPDH1|UMPS|TK2	GBM
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	0.000934735	0.034772142	0.477270815	0.508898295	1.882016495	46	COL6A3|COL4A2|COL1A1|SDC4|GP5|COL4A1|VWF|HSPG2|ITGB4|RELN|COL3A1|LAMB2|COL6A1|LAMA4|ITGB3|COL1A2	GBM
KEGG	KEGG_ENDOCYTOSIS	0.758405978	0.92804942	0.036608222	-0.218535828	-0.858496218	155	CXCR4|NTRK1|PARD6G|IL2RG|HSPA2|CXCR1|DAB2|VPS37B|CSF1R|LDLR|RAB11A|RAB4A|TFRC|DNAJC6|MVB12B|ASAP1|EEA1|NEDD4L|PIP5K1B|HLA-F|CDC42|ARFGAP3|LDLRAP1|ARRB1|VPS37A|MDM2|IGF1R|CHMP4B|HLA-B|PIP5K1C|CHMP1B|ARRB2|RAB11FIP3|SMAP1|ITCH|SH3GLB1|RAB31|F2R|GRK4|CHMP5|RET|AP2B1|CLTA|VTA1|RAB5A|STAM	GBM
KEGG	KEGG_ENDOMETRIAL_CANCER	0.885245902	0.981311976	0.075118164	0.206298425	0.76293641	46	ERBB2|TCF7L1|APC2|PIK3CG|TP53|CCND1|AKT2|PIK3CD|AKT1|RAF1|CASP9|HRAS|CTNNB1|MAPK3	GBM
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.01888146	0.167235789	0.352487858	-0.470435107	-1.59740299	55	CXCL8|JUN|NFKBIA|CXCL1|CXCR1|TCIRG1|ATP6V0A1|CASP3|ATP6V0B|MAPK10|ADAM17	GBM
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.068825911	0.328246652	0.197822021	-0.380642685	-1.340133809	67	JUN|AREG|EREG|GAB1|CDKN1A|NRG1|MAPK10|NCK2|SOS1|RPS6KB1|BRAF|MAPK8|MAP2K4|PTK2|AKT3|CDKN1B|CAMK2D|PIK3R1|ELK1|NRAS	GBM
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.068739771	0.328246652	0.219250347	-0.558075767	-1.441738418	16	PLA2G7|CHPT1|LPCAT2|LPCAT4|PLA2G4A	GBM
KEGG	KEGG_FATTY_ACID_METABOLISM	0.011616656	0.127099878	0.380730401	0.479501349	1.644567281	31	ALDH7A1|ALDH1B1|ADH1B|ACADVL|ACOX1|ECI1|ACADS|ACAA2|ACSL1|ALDH3A2|GCDH|CPT1A|ACAT1|ALDH9A1|ECHS1|ACSL4	GBM
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.752066116	0.92804942	0.041655677	-0.240050372	-0.819450165	56	PLA2G4A|FCER1A|MAPK10|GAB2|VAV3|SOS1|MAP2K6|PLA2G6|PRKCD|MAPK8|MAP2K3|MAP2K4|AKT3|PIK3R1|NRAS|FYN|RAC1|FCER1G|PIK3CB|MAPK9	GBM
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.757978723	0.92804942	0.03967872	-0.229099605	-0.83497337	82	FCGR2A|MARCKS|WASF1|FCGR1A|PTPRC|PLA2G4A|LIMK2|GAB2|FCGR3A|SPHK1|ASAP1|VAV3|RPS6KB1|PLA2G6|PRKCD	GBM
KEGG	KEGG_FOCAL_ADHESION	0.006964043	0.096997815	0.407017919	0.320601835	1.468517559	140	COL6A3|COL4A2|ERBB2|COL1A1|FLT4|BCAR1|COL4A1|VWF|FLNC|ITGB4|MYL9|RELN|COL3A1|TLN2|KDR|LAMB2|PARVA|PARVB|FLT1|COL6A1|ACTN1|LAMA4|PDGFRB|ACTN4|ACTG1|PIK3CG|ACTB|PXN|FLNA|ITGB3|COL1A2|CCND1|AKT2	GBM
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.620209059	0.840047962	0.061436411	-0.430661286	-0.886426269	7	ALPL	GBM
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.829819277	0.946910341	0.041237609	-0.249722264	-0.737560053	28	KHK|PFKFB3|SORD	GBM
KEGG	KEGG_GALACTOSE_METABOLISM	0.811819596	0.937878539	0.043712583	-0.272729069	-0.744024518	21	GAA|B4GALT1|GLB1|MGAM|GLA	GBM
KEGG	KEGG_GAP_JUNCTION	0.851851852	0.954484605	0.08359906	0.199092603	0.784572737	62	TJP1|GNA11|PDGFRB|TUBB6|GNAI1|HTR2A|TUBB|TUBA1A|GJA1|PLCB1|RAF1|TUBB4B|TUBB4A|HRAS|TUBA1B|MAPK3|PLCB3	GBM
KEGG	KEGG_GLIOMA	0.627777778	0.840047962	0.050294806	-0.26612572	-0.891533637	51	E2F1|CDKN1A|SOS1|E2F3|BRAF|PDGFA|CALM2|MDM2|AKT3|IGF1R|CAMK2D|PIK3R1|NRAS|CDK6	GBM
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.207602339	0.526675519	0.112378519	-0.384450683	-1.212984818	37	GGT7|ANPEP|GSTM5|MGST1|SMS|GPX4|MGST3|GGT1	GBM
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.343567251	0.629089934	0.082434409	-0.345393171	-1.089754009	37	DGAT2|GPAT3|MBOAT1|LCLAT1|DGKI|DGKE|MBOAT2|GPAT4|GLA	GBM
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.004010017	0.082873694	0.407017919	-0.514024041	-1.737365541	53	ACHE|MBOAT7|CHPT1|LPCAT2|PCYT1B|GPAT3|LPCAT4|CRLS1|MBOAT1|ADPRM|PLA2G4A|LCLAT1|DGKI|DGKE|MBOAT2|GPAT4|LPGAT1|PLA2G6	GBM
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.321875	0.629089934	0.089710465	-0.4174265	-1.119772705	19	ALAS2|SARDH|GLDC|GCAT	GBM
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.002038998	0.063208929	0.431707696	0.496511234	1.797489787	42	ENO2|ALDH7A1|ALDH1B1|ADH1B|PKLR|PGM1|HK3|PFKP|GAPDH|ALDH3B1|ALDOA|PDHB|PDHA1|PGK1|ALDH3A2|TPI1|GPI|PFKM|PGAM1|ALDH9A1|ACSS1|LDHA|DLAT|PKM|PGM2|ADH5|PFKL|ALDH2	GBM
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.131147541	0.428856894	0.155241966	-0.516647583	-1.341507575	17	CHST11|CHST7|CHPF2|DSE|CSGALNACT2|XYLT1|CHST15|CHSY1	GBM
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.766839378	0.932236107	0.070450085	0.284627561	0.782788223	15	XYLT2|B3GAT1|HS6ST1|B3GALT6|HS3ST3B1|EXTL3|EXT2	GBM
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.693333333	0.889884209	0.054120057	-0.361608958	-0.817369365	10	B4GALT1|FUT8|ST3GAL1	GBM
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.026115542	0.20239545	0.352487858	-0.639360347	-1.638924752	15	SGSH|HEXB|GALNS|ARSB|GLB1|GNS	GBM
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.232441472	0.53375449	0.113787262	-0.520457045	-1.205040928	11	HEXB|GLB1|SLC33A1|ST3GAL1|ST6GALNAC4|ST3GAL5|HEXA	GBM
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.463210702	0.742392938	0.073805272	-0.467145484	-1.036435128	9	HEXB|GLA|ST3GAL1|HEXA|GBGT1	GBM
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.623737374	0.840047962	0.079770592	0.330261051	0.878650333	13	FUT7|FUT1|B4GALT2|B4GALT4	GBM
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.159375	0.456057692	0.135740944	-0.481730501	-1.29891576	20	PIGA|PIGU|PIGF|PIGT|PIGK|PIGP|PIGN|PIGX|PIGS|PIGB|PIGC	GBM
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.952020202	0.99439427	0.058718588	0.21687998	0.577003151	13	GLYCTK|CS|MDH2|MTHFD1|MDH1|MTHFD1L|ACO1	GBM
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.480431849	0.742392938	0.061436411	-0.28040928	-0.987240714	67	JUN|CACNA1D|PLA2G4A|MAPK10|SOS1|PRKACB|MAP2K6|PLA2G6|PRKCD|CDC42|MAPK8|MAP2K3|MAP2K4|CALM2|CAMK2D|GNAS|ELK1|NRAS	GBM
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.242009132	0.542333718	0.105125132	-0.411130111	-1.190276696	26	FAS|CD28|CD86|HLA-DQA2|HLA-DRB1|HLA-DMB|HLA-DMA|HLA-DPA1|HLA-F	GBM
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.494475138	0.747742892	0.097877328	0.319449328	0.97576556	20	GLI3|WNT6|BMP8B	GBM
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	9.81E-05	0.009122394	0.538434096	-0.566481713	-1.973815949	64	CSF3R|ANPEP|IL7R|CD8B|CD3E|CD5|CD3D|IL1R2|KITLG|CD14|CD8A|CD3G|MME|CD7|CD44|FCGR1A|CSF1|CD55|CSF1R|HLA-DRB1|IL7|TFRC|IL4R|CD36|CD38|ITGA4|IL3RA|CD59|IL6R|CD19|CSF2RA	GBM
KEGG	KEGG_HISTIDINE_METABOLISM	0.112244898	0.41755102	0.213927855	0.467283739	1.368151261	17	MAOB|MAOA|ALDH7A1|ALDH1B1|LCMT2|ALDH3B1	GBM
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.086588871	0.352628918	0.287805131	0.446272177	1.41281758	23	RAD51D|XRCC2|XRCC3|POLD2|RAD50|POLD3|RAD51|POLD4|POLD1	GBM
KEGG	KEGG_HUNTINGTONS_DISEASE	0.851162791	0.954484605	0.096562955	0.189088118	0.865448094	139	CLTCL1|PPARG|COX7A1|DLG4|TP53|CASP8|NDUFS2|DCTN1|DNAL4|COX6A1|POLR2C|NDUFA4|TGM2|CREB3L4|APAF1|IFT57|NDUFB7|HDAC1|COX8A|SLC25A4|PLCB1|NDUFB6|POLR2B|NDUFAB1|SDHC|NDUFS3|SLC25A5|CASP9|NDUFB8|POLR2G|PLCB3|SDHD|UQCRC1|POLR2E|POLR2I|NDUFV3|NDUFB2|NRF1|TFAM	GBM
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.490131579	0.747249784	0.109250039	0.262482359	0.966290659	45	ITGB4|ATP2A2|ACTG1|ACTB|DES|ITGB3|TPM1|ACE|TPM4|TNF|CACNA1F|CACNB3|TPM2|ITGA9|ITGA2B	GBM
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.22	0.52991453	0.172324345	0.309569348	1.15255385	48	PLCD3|IMPA2|PIK3C2B|PLCD1|PIK3CG|PLCD4|PLCG2|PIP4K2C|ALDH6A1|PIP4K2B|PIK3CD|INPP1|PLCB1|OCRL|ISYNA1|TPI1|PLCB3	GBM
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.964751958	0.99439427	0.027166977	-0.189243326	-0.715494842	112	PDE3B|SOCS3|SREBF1|PRKAB2|IRS1|MAPK10|PYGM|IRS2|SOS1|RHEB|PRKACB|RPS6KB1|SH2B2|MKNK2|BRAF|PYGL|MAPK8|CALM2|AKT3|PIK3R1|ELK1|NRAS|PIK3CB|HK1|MAPK9|FOXO1|RPS6	GBM
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.023991623	0.194019211	0.352487858	-0.554895471	-1.622700652	27	CXCR4|CD28|TNFSF13B|CD86|HLA-DQA2|IL15RA|IL15|HLA-DRB1|HLA-DMB|HLA-DMA|ITGA4|HLA-DPA1|LTBR|HLA-DRB5|ITGB7|TNFRSF13C|HLA-DRA|HLA-DOA|HLA-DQB1|TGFB1	GBM
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.202956989	0.526675519	0.108394256	-0.319264332	-1.169279656	85	OSM|CSF3R|IL7R|SOCS3|CSF2RB|IL2RG|IFNGR1|IL15RA|IL13RA1|IL15|SOCS5|IL7|GHR|IFNGR2|IL4R|SOS1|LEPR|JAK2|IL3RA|PIAS4|IL6R|CSF2RA	GBM
KEGG	KEGG_LEISHMANIA_INFECTION	0.000159023	0.009859452	0.518848078	-0.559703273	-1.941072583	60	FOS|JUN|PTGS2|NFKBIA|FCGR2A|FCGR3B|C3|IFNGR1|FCGR1A|HLA-DQA2|TLR2|HLA-DRB1|ITGB2|CYBA|HLA-DMB|IFNGR2|FCGR3A|HLA-DMA|JAK2|ITGA4	GBM
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.045779901	0.282415842	0.321775918	0.329440799	1.372128942	82	VCAM1|RAPGEF3|CDH5|BCAR1|CXCL12|MYL9|F11R|JAM2|MAPK12|CTNND1|ACTN1|ACTN4|ACTG1|PIK3CG|PECAM1|ACTB|PXN|AFDN|GNAI1|PTK2B|MMP2|JAM3|PLCG2|MAPK13|PIK3CD|VAV2|RAPGEF4	GBM
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.074257426	0.330307814	0.261663522	0.622516675	1.484400171	9	ALDH7A1|ALDH1B1|ALDH3A2|ALDH9A1|ECHS1|HADHA|ALDH2	GBM
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.214285714	0.52991453	0.127505315	-0.686856156	-1.216649735	4	PLA2G4A|PLA2G6|ALOX15	GBM
KEGG	KEGG_LONG_TERM_DEPRESSION	0.266233766	0.582582124	0.153158809	0.30447575	1.109532735	43	NOS1|GNA11|CACNA1A|GNAI1|PPP2R1A|RYR1|GNAZ|PLCB1|GNA12|RAF1|HRAS|MAPK3|PLCB3	GBM
KEGG	KEGG_LONG_TERM_POTENTIATION	1	1	0.029919567	-0.135221344	-0.447068126	49	CAMK4|PRKACB|RAP1B|RAP1A|BRAF|PPP3CC|CALM2|CAMK2D|NRAS	GBM
KEGG	KEGG_LYSINE_DEGRADATION	0.458064516	0.740869565	0.112378519	0.275408807	0.991645831	41	ALDH7A1|ALDH1B1|SETD7|PLOD1|AASS|EHMT2|OGDH|ALDH3A2|SETD1A|EHMT1|GCDH|SETDB1|SETD1B|ACAT1|ALDH9A1|ECHS1|NSD2	GBM
KEGG	KEGG_LYSOSOME	0.000427272	0.019868137	0.498493109	-0.47911061	-1.801112407	104	MCOLN1|SLC11A1|GM2A|GAA|AP1S2|CTSS|SGSH|ASAH1|AP3M2|HEXB|CTSW|CTNS|GALNS|LAPTM4A|DNASE2|CTSZ|ARSB|AP3S2|TCIRG1|IGF2R|SCARB2|ATP6V0A1|AP1B1|SLC17A5|ATP6V0B|CTSO|CTSH|NEU1|LAPTM4B|GLB1|SMPD1|GNS|LAPTM5|GLA|CD164|MANBA|FUCA1|GNPTG|AP4S1|CTSB|GALC|CTSL|PPT1	GBM
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.003951921	0.082873694	0.407017919	-0.372236033	-1.492429529	189	FOS|JUN|NTRK1|DDIT3|DUSP1|GADD45B|FAS|DUSP8|DUSP4|DUSP2|IL1R2|DUSP10|CD14|HSPA2|JUND|NR4A1|DUSP14|CACNA1D|PLA2G4A|MAP2K5|CASP3|BDNF|MRAS|MAPK10|SOS1|PRKACB|MAP4K3|GADD45G|RAP1B|RASA1|NF1|MAP2K6|PLA2G6|TNFRSF1A|RAP1A|NLK|FGF2|STK3|MKNK2|BRAF|CACNA2D3|CDC42|ARRB1|PDGFA|DUSP16|MAPK8|MAP2K3|MAP2K4|RELB|PPP3CC|RASGRF2|AKT3|TGFBR1|ELK4|MAPK8IP3|PPM1A|RASGRP1|ELK1|NRAS|RAC1|ARRB2|MAP3K13|PPM1B|GADD45A|MAP3K8	GBM
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.430962343	0.71570532	0.089710465	0.605575166	1.060182009	3	PKLR|HHEX	GBM
KEGG	KEGG_MELANOGENESIS	0.52137931	0.76695984	0.058593757	-0.282804715	-0.960287806	55	FZD5|LEF1|KITLG|MITF|TCF7	GBM
KEGG	KEGG_MELANOMA	0.117985612	0.418035516	0.153158809	-0.400114971	-1.302709484	44	E2F1|CDH1|PDGFC|MITF|CDKN1A|PDGFD|E2F3|FGF2|BRAF|PDGFA|MDM2|AKT3|IGF1R|PIK3R1|NRAS|CDK6	GBM
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.52367688	0.76695984	0.094975153	0.312444687	0.969646398	21	GSTA1|AKR1C3|ADH1B|AKR1C1|GSTM1|ALDH3B1	GBM
KEGG	KEGG_MISMATCH_REPAIR	0.142045455	0.432246998	0.199915231	0.41032489	1.27831978	22	PCNA|MSH6|RFC3|RFC5|POLD2|POLD3|POLD4|POLD1|PMS2|MSH2|LIG1|EXO1	GBM
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.746397695	0.92804942	0.044064035	-0.253510086	-0.821082262	42	VEGFA|DDIT4|HIF1A|RHEB|RPS6KB1|BRAF|CAB39	GBM
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.231283422	0.53375449	0.099927697	-0.314195118	-1.151787021	88	ICAM1|FAS|FCGR3B|TNFRSF10C|IFNGR1|ITGB2|CASP3|IFNGR2|FCGR3A|VAV3|SOS1|ICAM2|TYROBP|CD48|TNFSF10|BRAF|NFAT5|PPP3CC|IFNAR1|PIK3R1|HLA-B|NRAS|FYN|RAC1|FCER1G|IFNAR2	GBM
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.033747048	0.232479663	0.321775918	-0.408459926	-1.442595112	68	C5AR1|TRHR|OXTR|VIPR2|FPR1|FPR2|GRID1|VIPR1|P2RY8|PTAFR|PTGER4|PTGER3|P2RY6|PTGIR|P2RY13|GHR|CYSLTR1|AVPR1A|P2RX4	GBM
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.258777633	0.573007617	0.091679525	-0.293395331	-1.108856295	108	JUN|NTRK1|NFKBIA|GAB1|CAMK4|BEX3|MAP2K5|RIPK2|BDNF|IRS1|MAPK10|FOXO3|IRS2|SOS1|RAP1B|SH2B2|PRKCD|NFKBIE|RAP1A	GBM
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.102272727	0.388218924	0.176694269	-0.543793881	-1.3939514	15	BST1|NT5C3A|NAMPT|NMRK1|CD38|NT5C2	GBM
KEGG	KEGG_NITROGEN_METABOLISM	0.561258278	0.790863937	0.063784539	-0.397277053	-0.945602952	12	CA4|GLUL|GLS|CTH	GBM
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.063360882	0.327364555	0.208955028	-0.407504777	-1.382506589	54	CXCL8|TNFAIP3|NFKBIA|CXCL1	GBM
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.381188119	0.675247525	0.107140237	0.411360976	1.043537306	11	FEN1|LIG4|RAD50|XRCC5|PRKDC	GBM
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.89280677	0.981311976	0.03479041	-0.214891706	-0.708780534	47	E2F1|FHIT|FOXO3|SOS1|E2F3|BRAF|AKT3|PIK3R1|NRAS|CDK6	GBM
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.412337662	0.697225502	0.119887845	0.27785056	1.005885686	42	JAG2|JAG1|DLL4|RBPJ|DTX1|DTX4|KAT2A|PSEN2	GBM
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.94516129	0.99439427	0.070960946	0.189584261	0.682623201	41	PCNA|ERCC3|DDB1|RFC3|RFC5|POLD2|POLD3|ERCC2|POLE|XPC|POLD4|POLD1	GBM
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.209537572	0.526675519	0.111011492	-0.373454639	-1.200355544	41	ALG11|DAD1|B4GALT1|MAN1C1|FUT8|MGAT3|STT3A|ALG6|MAN1A2|ALG5|DPAGT1|MAN1A1|MGAT1|STT3B|ALG8|RFT1|B4GALT3|ALG3|DDOST|MAN2A1|ALG13|MGAT4A|ALG12|RPN2	GBM
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.132569558	0.428856894	0.154190967	-0.517599687	-1.337172115	16	OR2B6|OR2W3|PRKACB|PRKG2|CALM2|CAMK2D|ARRB2	GBM
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.387755102	0.675862269	0.10797236	0.388926065	1.063760435	14	TYMS|DHFR|GART|SHMT1|ATIC|MTFMT|MTHFD1|MTHFD1L|SHMT2	GBM
KEGG	KEGG_OOCYTE_MEIOSIS	0.89893617	0.981311976	0.031636972	-0.203209027	-0.745722441	86	SPDYC|CDC25C|AR|RBX1|CCNB1|CCNE2|PPP2R5B|PRKACB|AURKA|CDC16|ANAPC10|PPP3CC|CALM2|IGF1R|CAMK2D|ANAPC13|YWHAZ|CCNE1|SKP1|SLK|YWHAQ|CDC27|PPP2R5A|YWHAE|CALM1|PPP2CB|PPP3CB|ADCY3|ADCY7|RPS6KA3|CUL1|CHP1|CDK1	GBM
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.052459016	0.284693878	0.252961123	-0.601073873	-1.504670697	14	HEXB|MAN2B2|FUCA2|NEU1|GLB1|MANBA|FUCA1|HEXA	GBM
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.848404255	0.954484605	0.034417484	-0.213156453	-0.78779046	93	TCIRG1|MT-ATP8|ATP6V0A1|NDUFA6|MT-CO1|ATP6V0B|MT-CO2|MT-CO3|PPA2|MT-ATP6|UQCRH|MT-ND1|MT-ND2|NDUFA5|ATP6V1D|MT-ND4|COX4I1|MT-ND5|MT-CYB|NDUFS4|MT-ND6|MT-ND4L	GBM
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.469721768	0.742392938	0.072003314	-0.387687694	-1.001556197	16	GALNT6|GALNT14|C1GALT1|GCNT4|ST3GAL1|B4GALT5	GBM
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.325517241	0.629089934	0.082205492	-0.328235352	-1.114551454	55	GADD45B|FAS|PMAIP1|CDKN1A|CASP3|CCNB1|CCNE2|BBC3|GADD45G|SESN2|SERPINE1|CD82	GBM
KEGG	KEGG_PANCREATIC_CANCER	0.508196721	0.756196721	0.059348768	-0.280336286	-0.972986102	62	VEGFA|E2F1|MAPK10|E2F3|BRAF|CDC42|BCL2L1|MAPK8|RALGDS|AKT3|TGFBR1|PIK3R1|RALBP1|CDK6|RAC1|VEGFC|SMAD2|PIK3CB|BRCA2|IKBKG|MAPK9	GBM
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.157190635	0.456057692	0.142056644	-0.56073643	-1.298301857	11	VNN2|VNN1|PPCDC|PANK2	GBM
KEGG	KEGG_PARKINSONS_DISEASE	0.482260184	0.742392938	0.05998925	-0.265197211	-0.981980114	95	VDAC3|MT-ATP8|NDUFA6|PINK1|CASP3|MT-CO1|UBE2L3|UBB|UBE2G1|MT-CO2|UBE2L6|SLC18A2|MT-CO3|UBE2J1|MT-ATP6|UQCRH|MT-ND1|MT-ND2|NDUFA5|MT-ND4|COX4I1|MT-ND5|VDAC1|MT-CYB|NDUFS4|MT-ND6|MT-ND4L	GBM
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.803724928	0.937878539	0.040411448	-0.23939648	-0.783454584	45	TUBB2A|CDH1|CD14	GBM
KEGG	KEGG_PATHWAYS_IN_CANCER	0.022463578	0.189919344	0.352487858	-0.326525161	-1.343517912	235	CXCL8|VEGFA|FOS|JUN|NTRK1|PTGS2|E2F1|CSF3R|NFKBIA|FAS|FZD5|LAMB3|LEF1|KITLG|CDH1|CDKN2B|MITF|CDKN1A|AR|TCF7|RBX1	GBM
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.801909308	0.937878539	0.064214088	0.303927833	0.710137164	8	CRYL1|UGDH|AKR1B1|RPE|DCXR	GBM
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.482954545	0.742392938	0.100990587	0.314962861	0.981230396	22	PGM1|PFKP|ALDOA|GPI|PFKM|RPIA|G6PD|TKTL1|RPE|PRPS1|PGLS|PGM2|PFKL|PRPS2	GBM
KEGG	KEGG_PEROXISOME	0.228464419	0.53375449	0.179782316	0.288936202	1.127396497	60	PEX11B|ACOX1|PAOX|PEX5|PEX13|HSD17B4|CRAT|FAR2|PMVK|IDH1|ACSL1|IDH2|FAR1|ECH1|PRDX1|HMGCL|GNPAT|PEX19|MPV17|AGPS|ACSL4|MVK|NUDT19|MLYCD|CAT	GBM
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.285046729	0.589096573	0.12267919	0.531579412	1.195515489	7	MAOB|MAOA|ALDH3B1|GOT2	GBM
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.693726937	0.889884209	0.094975153	0.220290139	0.871468178	63	PLCD3|IMPA2|PIK3C2B|PLCD1|PIK3CG|PLCD4|DGKQ|PLCG2|PIP4K2C|PIP4K2B|PIK3CD|INPP1|INPP5D|PLCB1|OCRL	GBM
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.388802488	0.675862269	0.079131665	-0.385562845	-1.051843176	21	ALAS2|UGT2B28|CPOX|PPOX|FTH1	GBM
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.029404098	0.218766486	0.352487858	0.447558119	1.565591444	36	MMP1|FABP4|PPARG|FABP5|ACOX1	GBM
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.755725191	0.92804942	0.056411839	-0.478940224	-0.794994603	3	CYP27A1	GBM
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.067771084	0.328246652	0.211400189	-0.478426229	-1.41746393	29	IL7R|CD8B|CD3E|CD3D|IL2RG|CD8A|TAP1|PTPRC|CD79A	GBM
KEGG	KEGG_PRION_DISEASES	0.132511556	0.428856894	0.149207542	-0.460040842	-1.315859115	25	HSPA5|EGR1|NOTCH1|PRKACB|C1QB|CCL5|ELK1|FYN	GBM
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.973009447	0.99439427	0.028433344	-0.176740158	-0.622251446	67	PDE3B|SPDYC|CDC25C|CCNB1|MAPK10|PRKACB|CDC16|BRAF|ANAPC10|MAPK8|AKT3|IGF1R|ANAPC13|PIK3R1|FZR1|PIK3CB|MAPK9	GBM
KEGG	KEGG_PROPANOATE_METABOLISM	0.049387305	0.284693878	0.321775918	0.454352076	1.50172082	27	ALDH7A1|ALDH1B1|ABAT|ALDH6A1|SUCLA2|ALDH3A2|SUCLG1|MCEE|ACAT1|ALDH9A1|ECHS1|ACACB|MLYCD|ACSS1|LDHA|HADHA|ALDH2|ACSS2	GBM
KEGG	KEGG_PROSTATE_CANCER	0.20694259	0.526675519	0.106729884	-0.322361234	-1.163973139	75	E2F1|NFKBIA|LEF1|PDGFC|CDKN1A|AR|TCF7|CCNE2|CREB5|PDGFD|SOS1|E2F3|HSP90B1|BRAF|PDGFA|MDM2|AKT3|TCF7L2|IGF1R|CDKN1B|CREB3L2|PIK3R1|NRAS	GBM
KEGG	KEGG_PROTEASOME	0.925233645	0.983391188	0.070281284	0.189205428	0.676910406	39	PSMD3|PSMC5|PSMC4|PSMC2|PSMD2|PSMB5|PSMB6|PSMC3|PSMB4|PSMB7|PSMD1|PSMA5|PSMA3|PSMD12|PSMB3|PSMD8|PSMF1|PSMB10|PSMB8|PSMD13|PSMD4|PSMC1|PSMA7	GBM
KEGG	KEGG_PROTEIN_EXPORT	0.202177294	0.526675519	0.118287526	-0.449403664	-1.22600552	21	HSPA5|SPCS2|SEC11C|SEC62|IMMP2L|SEC61G|SEC63	GBM
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.418874172	0.701897261	0.078502905	-0.44661651	-1.063041238	12	CA4|ATP1B2|GLS|ATP1B1|ATP1A3	GBM
KEGG	KEGG_PURINE_METABOLISM	0.481818182	0.742392938	0.059476029	-0.259457995	-0.983482419	110	AK5|PDE3B|FHIT|ENTPD5|PDE4B|DCK|PDE6H|NT5C3A|NME3|ADPRM|POLR3G|PNPT1|POLR3F|PDE9A|POLE2|NT5C2|PDE4D|PDE7A|GMPR|ADSL	GBM
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.792	0.937878539	0.091968614	0.205357901	0.855320655	82	TK1|TYMS|TXNRD2|POLR1B|DUT|NME6|POLR2C|UMPS|TK2|POLA2|POLD2|NUDT2|POLD3|NME4|POLR1A|POLE|POLR3A|ENTPD6|POLR3B|POLD4|CAD|POLR2B|RRM1|CDA|POLD1|POLR3GL|POLR2G|POLR2E|POLR2I|POLR3H	GBM
KEGG	KEGG_PYRUVATE_METABOLISM	0.127659574	0.428856894	0.219250347	0.380450066	1.321263608	33	ALDH7A1|ALDH1B1|PKLR|LDHD|PDHB|PDHA1|AKR1B1|ALDH3A2|MDH2|ACAT1|GLO1|ALDH9A1|ACACB|ACSS1|MDH1|HAGHL|LDHA|DLAT|PKM	GBM
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.595121951	0.826868247	0.12267919	0.211291886	0.969528317	145	ENAH|IQGAP3|GSN|BCAR1|MYH9|ITGB4|MYL9|APC2|TIAM2|SSH3|ACTN1|PDGFRB|ACTN4|ACTG1|PIK3CG|ACTB|LIMK1|PXN|ITGB3|ARPC5L|CYFIP1|GIT1|PIP4K2C|NCKAP1L|PIP4K2B|SLC9A1|PIK3CD|VAV2|PFN1|PPP1CA|RRAS2|ARPC4|ITGA9|ITGA2B|GNA12|RAF1	GBM
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.893442623	0.981311976	0.041739703	-0.257652268	-0.669010134	17	GABARAPL1|PIK3C3|ATG4C	GBM
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.084137931	0.352628918	0.179782316	-0.390426066	-1.337649855	57	VEGFA|JUN|GAB1|RBX1|HIF1A|EGLN3|SOS1|RAP1B|RAP1A|BRAF|CDC42|CUL2|AKT3|PIK3R1|NRAS|RAC1|VEGFC|PIK3CB|SLC2A1	GBM
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.144082333	0.432246998	0.151148761	-0.615978356	-1.317598991	8	ANPEP|MME	GBM
KEGG	KEGG_RETINOL_METABOLISM	0.150974026	0.445732839	0.142901149	-0.514542686	-1.318969417	15	DGAT2|RDH10|UGT2B28|DHRS3	GBM
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.166666667	0.46969697	0.170932335	0.533292108	1.30482378	10	ACP6|ACP2|RFK|MTMR1|PHPT1|MTMR6	GBM
KEGG	KEGG_RIBOSOME	3.23E-17	6.02E-15	1.067209987	-0.768441452	-2.793225728	82	RPS4Y1|RPL6|RPS18|RPS16|RPL32|RPL31|RPL22|RPL9|RPS6|RPL37|RSL24D1|RPL7|RPL13|RPL30|RPL26|RPL29|RPS15A|RPL19|RPL38|RPS5|RPS17|RPS12|RPL34|RPL10A|RPS13|RPL5|RPL18A|RPL18|RPL24|RPS20|RPL14|RPS9|RPS3A|RPL36AL|RPL27|RPS3|RPL11|RPL21|RPL35|RPL23|RPLP2|RPL23A|RPS15|RPS4X|RPL36|RPS8|RPL28|RPL27A|RPL3|RPS25|RPS28|RPL39|RPS29|RPS21|RPL37A|RPS7|RPL13A|RPL4|RPL12|RPL7A|FAU|RPS11|RPS24|RPS27A|RPS27|RPL8|RPL10|RPS19|RPS23|RPS2|RPLP1	LIHC
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.017142511	0.159425352	0.352487858	-0.479014329	-1.604720459	51	CXCL8|NFKBIA|ISG15|DDX3Y|IRF7	GBM
KEGG	KEGG_RNA_DEGRADATION	1	1	0.028081064	-0.130665796	-0.443298666	54	PNPT1|MPHOSPH6|PATL1|EXOSC1|PARN|PAPOLA|ENO3|CNOT6L|PAPOLG|CNOT6|CNOT10|ZCCHC7|EXOSC9|EXOSC4|XRN1|CNOT4|LSM8|DCP1A|CNOT2|DCP2	GBM
KEGG	KEGG_RNA_POLYMERASE	0.529745042	0.769785765	0.095287985	0.292841193	0.951560312	25	POLR1B|POLR2C|POLR1A|POLR3A|POLR3B|POLR2B|POLR3GL|POLR2G|POLR2E|POLR2I|POLR3H|POLR2L|POLR2D|POLR1C|POLR2K	GBM
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.4546875	0.740869565	0.071305299	-0.369602632	-0.996579379	20	GGT7|GGT1|METTL6|METTL2B|LCMT1|CTH	GBM
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.241610738	0.542333718	0.097544922	-0.320555863	-1.143768463	71	PTGS2|E2F1|NFKBIA|FHIT|LAMB3|CDKN2B	GBM
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.053571429	0.284693878	0.237793834	-0.479721263	-1.483511073	34	STX7|VAMP2|STX2|VAMP7|STX11|STX17|GOSR1|BET1L|STX12|STX1A|STX6|BET1|VAMP3|VAMP4|STX5|STX3|BNIP1|VTI1A|SNAP29|STX18|VAMP8|STX8|USE1|STX10	GBM
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.051671733	0.284693878	0.245041785	-0.51368131	-1.502176606	27	ACER2|KDSR|ASAH1|NEU1|GLB1|SPHK1|SMPD1|DEGS1|GLA|SPTLC1|GALC|SPTLC2	GBM
KEGG	KEGG_SPLICEOSOME	1	1	0.0243564	-0.117034754	-0.446686463	121	HSPA2|SRSF5|USP39|ZMAT2|SNW1|PRPF38B|SF3A2|SRSF6|MAGOHB|SF3A1|PCBP1|BCAS2|BUD31|THOC1|CWC15|PRPF18	GBM
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.536923077	0.774168157	0.062386149	-0.341722392	-0.947659003	22	GAA|AGL|UXS1|UGT2B28|PYGM|MGAM	GBM
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.403278689	0.690803552	0.07998588	-0.422507199	-1.057664008	14	TM7SF2|SQLE|DHCR24|SOAT1|MSMO1|NSDHL	GBM
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.555555556	0.788804071	0.086034724	0.347016834	0.92322863	13	AKR1C3|STS|AKR1C1|HSD17B3	GBM
KEGG	KEGG_SULFUR_METABOLISM	0.738317757	0.92804942	0.067206509	0.344615361	0.775035662	7	PAPSS2|SULT1A1|PAPSS1	GBM
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.119117647	0.418035516	0.154190967	-0.425098507	-1.328908964	35	CD28|FCGR2A|FCGR3B|C3|FCGR1A|CD86|HLA-DQA2|HLA-DRB1|HLA-DMB|FCGR3A|HLA-DMA|HLA-DPA1|C1QB|FCGR2B	GBM
KEGG	KEGG_TASTE_TRANSDUCTION	0.914715719	0.983391188	0.04157179	-0.275508648	-0.611258913	9	PRKACB|GNAS	GBM
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.176691729	0.490517338	0.142056644	-0.710098185	-1.257819065	4	GGT7|GGT1	GBM
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.552805281	0.788804071	0.064358337	-0.387221592	-0.949879473	13	HMGCR|IDI1|PDSS1|GGPS1	GBM
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.822068966	0.94385696	0.03761426	-0.229313665	-0.775064253	53	BMP6|CDKN2B|RBX1|TFDP1|SMAD1|ACVR2A|RPS6KB1|RBL1|BMPR2	GBM
KEGG	KEGG_THYROID_CANCER	0.273556231	0.584844356	0.097544922	-0.390899951	-1.143122692	27	NTRK1|LEF1|CDH1|TCF7	GBM
KEGG	KEGG_TIGHT_JUNCTION	0.012369745	0.127820696	0.380730401	0.365824439	1.54271247	86	TJP1|MAGI1|MYH9|MPDZ|MYL9|F11R|JAM2|ACTN1|ACTN4|ACTG1|PARD6A|SPTAN1|ACTB|AFDN|PPP2R2B|GNAI1|PRKCE|TJP2|LLGL1|AKT2|EPB41L2|JAM3|PPP2R1A	GBM
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.014960758	0.146457943	0.380730401	-0.429569027	-1.543594235	74	CXCL8|FOS|JUN|NFKBIA|CD14|IRF7|CD86|TLR2	GBM
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.040509673	0.259820659	0.321775918	0.489125745	1.548484282	23	MAOB|MAOA|ALDH7A1|ALDH1B1|KMO|OGDH|ALDH3A2|GCDH|WARS2|ACAT1|ALDH9A1|ECHS1|CAT	GBM
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.684848485	0.889884209	0.084555744	0.252583724	0.866863303	32	SOCS1|PKLR|HK3|PIK3CG|CACNA1A|MTOR|PRKCE|TNF|PIK3CD	GBM
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.133729569	0.428856894	0.145516146	-0.434306238	-1.305921785	30	FAS|CD28|CD86|HLA-DQA2|HLA-DRB1|HLA-DMB|HLA-DMA|ICA1|LTA|HLA-DPA1|HLA-F	GBM
KEGG	KEGG_TYROSINE_METABOLISM	0.074585635	0.330307814	0.276500599	0.469520693	1.434162108	20	TPO|MAOB|MAOA|ADH1B|FAH|LCMT2|ALDH3B1|GOT2	GBM
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.010601406	0.127099878	0.380730401	-0.422295362	-1.555419067	90	FOS|JUN|NFKBIA|CD28|CD8B|CD3E|CD3D|PDCD1|CD8A|CD3G|PTPRC|NCK2|VAV3|SOS1|NFKBIE|DLG1|CDC42|NFAT5|PPP3CC|TEC|AKT3|RASGRP1|PIK3R1|NRAS|FYN|MAP3K8|CD4|PIK3CB|GRAP2|NFKBIB|IKBKG|MAPK9|LCK	GBM
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.195372751	0.526675519	0.10797236	-0.306237156	-1.168736411	123	SOCS3|UBE2H|RBX1|UBE4A|UBE2B|CDC34|UBE2K|UBE2L3|SYVN1|UBE2G1|UBE2R2|UBE2D3|UBE2L6|NEDD4L|PIAS4|UBE2D2|UBE2J1|CDC16|ANAPC10|FANCL|MGRN1|FBXW7|PIAS1|CUL2|UBE2M|CUL5|MDM2|ANAPC13|PIAS2|BRCA1|ITCH|UBE3A|FZR1|UBA2|UBE2O|TRIM37|UBE2Q1|SKP1|CUL3|UBE2Q2|CDC27|BIRC2|UBE2F|UBE2D1|NEDD4|UBOX5|SMURF1|FBXO2|UBE2E1|HERC1|FBXW8|KLHL13|CUL1|ELOB|UBE2C|UBR5	GBM
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.11682243	0.418035516	0.199915231	0.625151308	1.405957521	7	VARS2|BCAT2|PDHB|PDHA1	GBM
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.305555556	0.618899734	0.138022242	0.311819212	1.110749692	38	ALDH7A1|ALDH1B1|ABAT|ACADS|ACAA2|ALDH6A1|BCAT2|HSD17B10|ALDH3A2|MCEE|HMGCL|ACAT1|ALDH9A1|ECHS1	GBM
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.357142857	0.644937587	0.145516146	0.264158799	1.067503587	72	RAMP2|RAMP3|GNA11|NPR1|MYL9|KCNMA1|CALCRL	GBM
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.343567251	0.629089934	0.082434409	-0.344941774	-1.088329803	37	VAMP2|DCTN4|RAB11A|AQP3|CREB5|PRKACB|DYNC2H1|DYNLL1|GNAS|CREB3L2	GBM
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.713498623	0.908977697	0.044064035	-0.247154209	-0.843700245	56	VEGFA|PTGS2	GBM
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.772005772	0.932422556	0.042587778	-0.251501687	-0.804593004	40	KCNQ1|TCIRG1|ATP6V0A1|ERO1A|ATP6V0B|PRKACB|PDIA4|SEC61G|ATP6V1D|GNAS|KDELR1	GBM
KEGG	KEGG_VIRAL_MYOCARDITIS	0.073239437	0.330307814	0.195789002	-0.406465849	-1.353519942	50	ICAM1|CD28|CD55|CD86|HLA-DQA2|HLA-DRB1|ITGB2|CASP3|HLA-DMB|DAG1|DMD|HLA-DMA|EIF4G3	GBM
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.809210526	0.937878539	0.036149193	-0.222947679	-0.830925857	101	JUN|PORCN|FZD5|LEF1|FOSL1|TCF7|RBX1|MAPK10|PPP2R5B|TBL1XR1|PRKACB|VANGL1|TBL1X|NLK|LRP5	GBM
KEGG	KEGG_ABC_TRANSPORTERS	0.250746269	0.584860248	0.101713902	-0.442052695	-1.191109399	24	ABCA1|ABCA7|ABCG1|TAP1|ABCG2	HNSC
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.795484728	0.979868605	0.037380649	-0.252477523	-0.785884869	53	PIM2|LEF1|TCF7|SPI1|MYC|PIM1|RARA	HNSC
KEGG	KEGG_ADHERENS_JUNCTION	0.11637931	0.349903363	0.276500599	0.332096429	1.255721837	62	TJP1|PTPRB|NECTIN1|ACTB|VCL|ACTG1|WASF3|CTNND1|SRC|ERBB2|PTPRJ|ACTN4|PARD3|CTNNA1|ACTN1	HNSC
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.059840426	0.23957212	0.211400189	-0.461139474	-1.43365761	51	NFKBIA|TNFRSF1B|SOCS3|NFKBIE|NFKBIB|SLC2A1|IRS2|TNFRSF1A|PRKAB2	HNSC
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.195530726	0.498201576	0.166933849	0.439054003	1.209138591	15	ABAT|ASS1|CAD|GLUD1|ASL|GFPT1|DDO|GOT2	HNSC
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.822289157	0.993154436	0.074550078	0.249537868	0.788136484	24	PIK3CG|SLC9A3R2|PRKCB|PRKCA|ATP1B1|MAPK1|INSR|KRAS|IRS1|PIK3CA	HNSC
KEGG	KEGG_ALLOGRAFT_REJECTION	0.050221566	0.216614907	0.245041785	-0.539930712	-1.480763539	26	FAS|HLA-DQA2|CD86|HLA-DRB5|HLA-DMB|CD28|HLA-DOA|HLA-DMA|HLA-DRA|HLA-DPA1|HLA-B|HLA-DRB1|HLA-F	HNSC
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.410550459	0.789284599	0.097877328	0.512439219	1.061148893	6	ACOX1|FADS2|ACOX3|PLA2G12A	HNSC
KEGG	KEGG_ALZHEIMERS_DISEASE	0.857142857	1	0.108820127	0.201307801	0.861461456	123	CASP9|LPL|ATP2A3|APOE|PSEN2|ITPR1|UQCRHL|APP|ATP2A2|RYR3|ITPR2|ADAM10|CAPN1|GAPDH|PPP3R1|CALM3|UQCR10|NDUFA4|ERN1|PLCB4|CDK5R1|APAF1|CYCS|NAE1|TNF|GNAQ|NDUFS1|NDUFS2|PLCB3|MAPK1|CASP8	HNSC
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.753846154	0.952702703	0.046601507	-0.309277821	-0.781472704	19	IARS2|MTFMT|EARS2|LARS2|MARS2|FARS2	HNSC
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.739583333	0.952702703	0.087831263	0.247485451	0.843198893	36	CYB5R3|GPI|PGM1|CYB5R1|HK3|HEXA|HK1|FPGT|GALK2|UGP2|NPL|GALK1|GNPDA2|GFPT1|GMPPB|UGDH|MPI|PGM2	HNSC
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.527121001	0.846040548	0.058469321	-0.322453989	-0.958342498	39	TNFRSF1B|NEFL|TNFRSF1A|PPP3CC|BCL2|CASP1|CASP3|TOMM40|CCS|MAP2K3|MAP2K6|MAPK11|CHP1|BAX	HNSC
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.006870282	0.051413367	0.407017919	-0.535198527	-1.665908394	53	HLA-DQA2|CD8B|HSPA5|HLA-DRB5|HLA-DMB|CTSS|CD74|HLA-DOA|CD8A|TAP1|CTSL|HLA-DMA|CTSB|HLA-DRA|HLA-DPA1|HLA-B|RFXANK|HLA-DRB1|HLA-F|PSME2|HSPA8|HSP90AB1|HSPA2|NFYB	HNSC
KEGG	KEGG_APOPTOSIS	0.411616162	0.789284599	0.06568136	-0.311562654	-1.024395212	78	NFKBIA|IL1RAP|FAS|TNFRSF10C|NTRK1|CSF2RB|TNFRSF10B|IL1B|TNFRSF1A	HNSC
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.366366366	0.740697219	0.080419997	-0.401177355	-1.069349252	23	PTGS2|CYP4F3|GGT7|PLA2G6	HNSC
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.929775281	1	0.032651327	-0.22645383	-0.653631622	34	PYCR1|ALDH2|P4HA1|AGMAT|ALDH18A1|SAT2|ARG1|OAT	HNSC
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.059821242	0.23957212	0.321775918	0.400380819	1.397092428	41	ITGB3|RYR2|ITGA2B|ITGAV|ITGB5|ACTB|ATP2A2|PKP2|ACTG1|CACNB3|CACNB1|ITGB1|ACTN4|DSP|CTNNA1|ACTN1|ITGA6|LMNA|EMD|DAG1	HNSC
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.378571429	0.749088146	0.105125132	0.493060358	1.104762719	8	UGT2B11|ALDH7A1|ALDH1B1|ALDH9A1|UGT2B28	HNSC
KEGG	KEGG_ASTHMA	0.051242236	0.216614907	0.248911114	-0.631044349	-1.520607147	15	HLA-DQA2|HLA-DRB5|HLA-DMB|HLA-DOA|HLA-DMA|HLA-DRA|HLA-DPA1	HNSC
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.045790251	0.207782536	0.257206466	-0.546872753	-1.499802132	26	FAS|HLA-DQA2|CD86|HLA-DRB5|HLA-DMB|CD28|HLA-DOA|HLA-DMA|HLA-DRA|HLA-DPA1|HLA-B|HLA-DRB1|HLA-F	HNSC
KEGG	KEGG_AXON_GUIDANCE	0.345794393	0.738095238	0.161978949	0.268618963	1.045579845	73	NRP1|PLXNB3|GNAI1|PLXNB2|SEMA4F|SEMA4D|EFNB2|ABLIM3|LIMK1|SEMA3G|SEMA4C|ITGB1|SRGAP1|PPP3R1|DPYSL2|CFL1|NFATC1|ARHGEF12|ROCK2|ABL1|SEMA4B|EPHB4|MAPK1|KRAS|ROBO3|RHOA|CXCL12	HNSC
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.086438152	0.292318114	0.184706471	-0.535863185	-1.419009937	22	FZD8|LEF1|TCF7|FZD5	HNSC
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.987301587	1	0.067992259	0.167934878	0.553004507	29	TAF10|GTF2H2|GTF2I|GTF2A1|TAF11|TAF2|TAF9|TAF1|TAF5|TAF13	HNSC
KEGG	KEGG_BASE_EXCISION_REPAIR	0.920903955	1	0.033382696	-0.23461468	-0.667639209	32	MUTYH|POLE4|APEX1|MPG|POLD3|NEIL2|PCNA|XRCC1|PARP2	HNSC
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.204918033	0.515064245	0.160801401	0.447895816	1.211766631	14	ABAT|ALDH7A1|DPYD|ALDH1B1|MLYCD|ALDH9A1|ACADM	HNSC
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.546564885	0.848246951	0.061169263	-0.383285926	-0.943889499	17	HACD2|YOD1|ELOVL6|PECR|ACOT2|SCD	HNSC
KEGG	KEGG_BLADDER_CANCER	0.016067382	0.09961777	0.352487858	-0.563478246	-1.646668135	37	CXCL8|VEGFA|MMP9|E2F1|E2F2|CDH1|MYC	HNSC
KEGG	KEGG_BUTANOATE_METABOLISM	0.634441088	0.907738787	0.088626113	0.289636285	0.89517994	22	ABAT|ALDH7A1|OXCT1|ALDH1B1|HADH|PDHB|ALDH9A1	HNSC
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.01726971	0.103618262	0.352487858	-0.477339769	-1.54884317	69	FOS|NFKBIA|JUN|IFITM1|LILRB3|CD79A|CD19|NFKBIE|NFKBIB|FCGR2B|CD79B|PPP3CC|MALT1|CD22	HNSC
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.060537041	0.23957212	0.321775918	0.31529138	1.267632426	83	RYR2|PLCD3|ATP2A3|ADRB2|ITPR1|TNNC2|ATP2A2|PLCD4|RYR3|ITPR2|CAMK2G|P2RX1|PRKCB|ERBB2|SLC25A4|PHKG1|PPP3R1|CALM3|PHKB|GNAS|PRKCA|RYR1|PLCB4|SLC8A3|P2RX7|ADCY3|NOS3|CD38|GNAQ|GNA15|PLCB3	HNSC
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.115942029	0.349903363	0.252961123	0.371444543	1.299693131	43	RYR2|TPM2|TPM1|SLC9A1|TPM4|UQCRHL|ATP2A2|CACNB3|CACNB1	HNSC
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.007195817	0.051477766	0.407017919	-0.506585747	-1.647759743	70	ICAM1|HLA-DQA2|SELL|VCAN|CD8B|PDCD1|CD86|HLA-DRB5|HLA-DMB|ITGB2|CD28|HLA-DOA|CD8A|PTPRC|MPZL1|CD2|ITGB7|ICAM3|SELPLG|CDH1|ITGA4|NLGN1|HLA-DMA|HLA-DRA|HLA-DPA1|CD6|CD22|HLA-B	HNSC
KEGG	KEGG_CELL_CYCLE	0.813559322	0.989032901	0.031925731	-0.234274368	-0.809338552	115	GADD45B|E2F1|E2F2|ESPL1|CDKN1B|TFDP1|CDKN2B|CDC26|MCM2|MYC|MCM6|FZR1|CDKN2A|CCNA2|TTK|MAD2L1|CDC25B|CCNB1|CCND2|RBX1|PCNA|CDC20|ANAPC11|ANAPC10|CDKN1A|CDC25C|CCNE1|GADD45G|MCM7|ORC3|RAD21	HNSC
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.071174377	0.26479649	0.181383128	-0.376775632	-1.319095137	129	CXCL8|CXCR4|CXCL1|NFKBIA|CCL3L3|CCR7|CXCR1|CCR1|CXCL10	HNSC
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.615979381	0.895095039	0.04773424	-0.28290557	-0.912034788	67	NFKBIA|E2F1|E2F2|SHC2|CDKN1B|TGFBR1	HNSC
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.120603015	0.349903363	0.164405756	-0.613864634	-1.362895467	11	PER1|BHLHE40|NR1D1	HNSC
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.973684211	1	0.03236043	-0.201808577	-0.559488649	27	SDHD|SUCLG2|IDH3B|DLD|MDH1|IDH3G|ACO2|PCK2|SDHB|DLAT|CS|DLST|PC|ACLY|SDHC|PDHA1|MDH2|FH|ACO1|SDHA|IDH3A|SUCLG1|IDH1|IDH2|SUCLA2|PDHB|OGDH	HNSC
KEGG	KEGG_COLORECTAL_CANCER	0.192959583	0.498201576	0.109684062	-0.382113687	-1.208973739	57	FOS|JUN|LEF1|TCF7|TGFBR1|MYC|RALGDS|BIRC5	HNSC
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.006910399	0.051413367	0.407017919	-0.65006289	-1.802216798	27	PLAU|PLAUR|C5AR1|CFD|SERPINA1|F5|THBD	HNSC
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.981981982	1	0.033235931	-0.200589599	-0.534677082	23	CTH|MTAP|LDHA|AHCY|MAT2B|LDHB	HNSC
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	1.78E-07	1.66E-05	0.690132459	-0.60537753	-2.083827339	113	CXCL8|OSM|TNFRSF25|CXCR4|VEGFA|CXCL1|CSF3R|IL1R2|TNFRSF1B|IL1RAP|FAS|CCL3L3|IL7R|CCR7|TNFRSF10C|TNFRSF13C|IL2RG|CXCR1|CCR1|IL13RA1|TNFSF8|CXCL10|IL4R|IFNGR2|CD27|CSF1|CSF2RB|LTB|RELT|TNFRSF10B|TGFBR1|IFNGR1|IL10RB|IL1B|CXCR2|TNFRSF1A|GHR	HNSC
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.091038407	0.297072696	0.175204048	-0.476584901	-1.392737298	37	NFKBIA|CXCL10|ZBP1|POLR3F|NFKBIB|IL1B	HNSC
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.000173262	0.003222681	0.518848078	0.561872736	1.97491349	44	ITGB3|RYR2|TPM2|ITGA2B|ITGAV|TPM1|ITGB5|TPM4|ACTB|ATP2A2|ACTG1|TGFB1|CACNB3|CACNB1|ADCY6|ITGB1|TGFB2|GNAS|ITGA6|TPM3|LMNA|EMD|DAG1|ADCY3|TNF	HNSC
KEGG	KEGG_DNA_REPLICATION	0.918653576	1	0.033162642	-0.229644425	-0.667630873	35	MCM2|MCM6|RPA3|RNASEH1|POLE4|SSBP1|POLD3|PCNA|MCM7|RNASEH2C	HNSC
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.361111111	0.738095238	0.082664645	-0.44695108	-1.08682991	16	ETV7|NOTCH1	HNSC
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	5.78E-05	0.001455101	0.557332239	0.719226174	2.222915	22	ADH1B|GSTA1|GSTM1|FMO2|UGT2B11|MAOB	HNSC
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.486404834	0.821969697	0.104343953	0.319139639	0.986366064	22	UGT2B11|NAT1|DPYD|UMPS|TK1|UCK1|UGT2B28|HPRT1|CES2|IMPDH1|CES1|GUSB	HNSC
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	6.40E-05	0.001455101	0.538434096	0.563350451	1.995126961	45	ITGB3|LAMA3|COL6A3|COL4A2|LAMB2|GP5|SDC4|VWF|HSPG2|THBS1|ITGA2B|ITGAV|ITGB5|LAMA4|GP1BA|COL1A1|COL4A1|LAMA5|ITGB1|GP6	HNSC
KEGG	KEGG_ENDOCYTOSIS	0.237762238	0.581891792	0.245041785	0.242752688	1.077717895	155	ASAP3|DNM1|AGAP1|CLTCL1|EHD3|RUFY1|ADRB2|HLA-E|GRK5|PSD3|HSPA1L|RET|EHD2|PIP4K2B|HLA-A|IQSEC2|SRC|KDR|GRK4|DNM1L|EGF|ASAP2|PARD3|RAB11B|DNM3|CCR5|GRK3|PSD4|RAB5B|WWP1	HNSC
KEGG	KEGG_ENDOMETRIAL_CANCER	0.736842105	0.952702703	0.092552886	0.241391248	0.854184811	46	CASP9|PIK3CG|APC2|CCND1|ERBB2|EGF|RAF1|CTNNA1|AKT2|ARAF|GRB2|MAPK1|KRAS|MAP2K1|AXIN2|TP53|GSK3B|AKT1|PIK3CA	HNSC
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.004942931	0.039973268	0.407017919	-0.546598403	-1.701392702	53	CXCL8|CXCL1|NFKBIA|JUN|CXCR1|ATP6V0B	HNSC
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.353092784	0.738095238	0.074362538	-0.331581491	-1.068956877	67	AREG|JUN|NRG1|SHC2|CDKN1B|MYC|EREG	HNSC
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.045801527	0.207782536	0.261663522	-0.609952289	-1.502083748	17	LPCAT2|CHPT1|PLA2G6|LPCAT4|PLA2G7	HNSC
KEGG	KEGG_FATTY_ACID_METABOLISM	0.245098039	0.584860248	0.160801401	0.343399045	1.144503993	30	ADH1B|ACOX1|CPT1A|ALDH7A1|ACADVL|ACSL4|ACOX3|ALDH1B1|HADH|ALDH9A1|ACADM	HNSC
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.758064516	0.952702703	0.094975153	0.227469086	0.841814583	54	PIK3CG|PRKCB|SYK|PRKCA|BTK|RAF1|PLA2G12A|AKT2|FCER1G|TNF|GRB2|VAV2|MAPK1|KRAS|MAP2K1|AKT1|LYN|PIK3CA	HNSC
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.134020619	0.36658581	0.28201335	0.294905246	1.185669754	83	ASAP3|DNM1|GSN|PLPP3|PIK3CG|ARPC4|LIMK1|ARPC1B|WASF3|PIP4K2B|MYO10|PRKCB|SYK|DNM1L|PRKCA|ASAP2|DNM3|RAF1|AKT2|CFL1	HNSC
KEGG	KEGG_FOCAL_ADHESION	0.000681043	0.009744149	0.477270815	0.373393077	1.621262018	137	ITGB3|LAMA3|COL6A3|COL4A2|LAMB2|MYL9|FLNB|VWF|PARVB|THBS1|PIK3CG|ITGA2B|ITGAV|FLNA|TLN1|ITGB5|ACTB|ZYX|DIAPH1|VCL|CCND1|LAMA4|ACTG1|COL1A1|COL4A1|LAMA5|FLNC|SRC|PRKCB|ITGB1|ERBB2|KDR|ACTN4|ARHGAP35|PARVA|EGF|CCND3|PRKCA|BCAR1	HNSC
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.018020343	0.104743246	0.352487858	-0.776576008	-1.543264872	7	ALPL	HNSC
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.673439768	0.934774603	0.049093967	-0.303355225	-0.843782444	28	PFKFB3|KHK|ALDOB|HK2|PMM1|ALDOC	HNSC
KEGG	KEGG_GALACTOSE_METABOLISM	0.441481481	0.809121452	0.070113216	-0.384555029	-1.011088489	21	MGAM|GAA	HNSC
KEGG	KEGG_GAP_JUNCTION	0.167381974	0.444757817	0.227987203	0.317565963	1.19810761	61	TUBB6|TJP1|GNAI1|ITPR1|TUBB4B|ITPR2|SRC|PRKCB|ADCY6|TUBB|EGF|GNAS|PRKCA|RAF1|TUBA1B|PLCB4|TUBB1|ADCY3|PDGFA|GRB2|GNAQ|PLCB3|MAPK1|KRAS|GNA11|MAP2K1|PLCB1|TUBA1C|ADCY7|PRKG1|GJA1	HNSC
KEGG	KEGG_GLIOMA	0.448818898	0.809121452	0.127505315	0.277483141	1.01232087	50	PIK3CG|CCND1|CAMK2G|PRKCB|CALM3|EGF|PRKCA|RAF1|MTOR|AKT2|ARAF|CDK6|PDGFA|GRB2|SHC1|MAPK1|KRAS|MAP2K1	HNSC
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.625	0.901162791	0.097544922	0.263854111	0.898967971	36	GSTA1|GSTM1|GPX3|G6PD|ODC1|GPX1|GSTM4|IDH2|GGT1|GSTM2|IDH1|PGD|GSTM5|GCLM|GSTM3	HNSC
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.428093645	0.809121452	0.119348441	0.287599551	1.003467963	37	MGLL|PLPP3|LPL|AGPAT1|LIPC|ALDH7A1|DGKG|DGKQ|DGKD|DGKZ|DGKH|ALDH1B1|AGPAT4|AGPAT3|ALDH9A1|DGKI|AKR1B1	HNSC
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.038512616	0.193603963	0.266350657	-0.479124599	-1.491367505	53	ACHE|MBOAT7|LPCAT2|GPAT3|CHPT1|ADPRM|PLA2G6|LPCAT4|AGPAT2|PHOSPHO1|PEMT	HNSC
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.547256098	0.848246951	0.061036373	-0.377842447	-0.945756479	18	ALAS2|CTH|GLDC	HNSC
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.064056268	0.248218037	0.287805131	0.397809977	1.388121706	41	ADH1B|ENO2|PKM|GPI|PGM1|ALDOA|ALDH7A1|GAPDH|HK3|PGAM1|PGK1|ALDH1B1|GALM|PFKL|PDHB|ALDH9A1|HK1	HNSC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.12191358	0.349903363	0.156312403	-0.552682237	-1.343931388	16	CHST7|CHST11|B3GALT6|CHSY1|CHST15|XYLT1|CSGALNACT1	HNSC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.010270661	0.065873894	0.380730401	0.634224073	1.715871281	14	HS3ST3B1|HS6ST1|XYLT2|EXT2|GLCE|NDST3|EXTL3|HS2ST1|NDST1	HNSC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.480093677	0.821969697	0.089986079	0.42156709	0.983228384	9	FUT8|ST3GAL3|B4GALT2	HNSC
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.359567901	0.738095238	0.082896213	-0.447710889	-1.088677501	16	SGSH|GALNS|HEXB	HNSC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.753846154	0.952702703	0.051426492	-0.359744318	-0.773157282	10	HEXB|ST6GALNAC4|ST3GAL5|GLB1|ST3GAL1	HNSC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.723367698	0.952702703	0.053566938	-0.3943118	-0.806239798	8	HEXB|GBGT1	HNSC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.558024691	0.853285211	0.084555744	0.37300874	0.934254506	11	FUT7|ST3GAL3|B4GALT2|ST3GAL6	HNSC
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.80239521	0.981878349	0.075501529	0.263633647	0.778247113	20	PIGM|PIGN|GPAA1|PIGO	HNSC
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.972447326	1	0.037302976	-0.222569972	-0.516281024	13	PGP|MDH1|ACO2|AFMID|MTHFD2L|CS|GRHPR|GLYCTK|MDH2|MTHFD1L|ACO1|MTHFD1|MTHFD2	HNSC
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.829694323	0.995633188	0.094356364	0.211121806	0.802216768	63	ITPR1|ITPR2|ATF4|CAMK2G|SRC|PRKCB|ADCY6|CALM3|GNAS|PRKCA|RAF1|PLCB4|PLA2G12A|ADCY3|GRB2|GNAQ|PLCB3|MAPK1|KRAS|GNA11|MAP2K1|PLCB1	HNSC
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.036198562	0.1923695	0.321775918	-0.57833471	-1.586086756	26	FAS|HLA-DQA2|CD86|HLA-DRB5|HLA-DMB|CD28|HLA-DOA|IL1B|HLA-DMA|HLA-DRA|HLA-DPA1|HLA-B|HLA-DRB1|HLA-F	HNSC
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.789772727	0.979318182	0.073621274	0.261285902	0.773744838	19	CSNK1G1|SMO|FBXW11|GSK3B|CSNK1A1|BTRC|PRKACB|BMP8B|RAB23|PRKACA|PTCH1	HNSC
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	2.26E-05	0.000700637	0.575610261	-0.631676301	-2.017565684	63	CSF3R|IL1R2|ANPEP|FCGR1A|IL7R|CD8B|CD5|CD3E|MME|CD3D|CD14|CD3G|CD7|HLA-DRB5|IL4R|GYPA|CD8A|CD44|CSF1|TFRC|MS4A1|CD19|CD2|ITGA4|FCER2|IL1B|HLA-DRA	HNSC
KEGG	KEGG_HISTIDINE_METABOLISM	0.888549618	1	0.038716674	-0.268944744	-0.662310047	17	ALDH2|HEMK1|METTL2B|HNMT	HNSC
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.737160121	0.952702703	0.080419997	0.269489465	0.832912088	22	RAD52|RAD50|POLD4|XRCC2|RPA1|RAD51B|BRCA2|TOP3A	HNSC
KEGG	KEGG_HUNTINGTONS_DISEASE	1	1	0.104732822	0.155355017	0.674547024	137	CLTCL1|DLG4|CASP9|ITPR1|UQCRHL|DNAL1|POLR2G|NRF1|DCTN1|HTT|SLC25A4|UQCR10|NDUFA4|PLCB4|APAF1|DCTN2|CLTC|CYCS|AP2M1|GPX1|GNAQ|NDUFS1|CREB3L4|NDUFS2|PLCB3|CASP8|POLR2B	HNSC
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.000422524	0.006549118	0.498493109	0.541956398	1.90412746	42	ITGB3|RYR2|TPM2|ITGA2B|ITGAV|TPM1|ITGB5|TPM4|ACTB|ATP2A2|ACTG1|TGFB1|CACNB3|CACNB1|ITGB1|TGFB2|ITGA6|TPM3|LMNA|EMD|DAG1|TNF	HNSC
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.102401062	0.322823687	0.287805131	0.383926299	1.379499537	48	PIK3CG|PLCD3|PLCD4|PIP4K2B|INPP4A|INPP4B|INPP5B|IMPA2|PI4KA|PLCB4|INPPL1|OCRL|PIKFYVE|PLCB3|PIP5K1C|PLCB1|PIK3C2A|TPI1|PIK3CA	HNSC
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.964848485	1	0.023153826	-0.199381234	-0.68596194	111	SOCS3|PDE3B|PYGM|MKNK2|SHC2|RPS6|IRS2|PRKAB2|PRKCZ|SREBF1|ELK1|HK2	HNSC
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.001320246	0.016371056	0.455059867	-0.695300303	-1.92763178	27	CXCR4|HLA-DQA2|CD86|TNFRSF13C|HLA-DRB5|HLA-DMB|CD28|HLA-DOA|ITGB7|ITGA4|HLA-DMA|HLA-DRA|IL15RA|HLA-DPA1|TNFSF13B	HNSC
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.037313433	0.19278607	0.261663522	-0.439073719	-1.453619529	82	OSM|CSF3R|SOCS3|IL7R|IL2RG|IL13RA1|IL4R|IFNGR2|CSF2RB|IFNGR1|IL10RB|MYC|GHR|PIM1|IL15RA|IFNAR1|IL12RB1	HNSC
KEGG	KEGG_LEISHMANIA_INFECTION	7.84E-06	0.000364783	0.593325476	-0.663278169	-2.101867533	59	FOS|NFKBIA|JUN|PTGS2|HLA-DQA2|FCGR1A|TLR2|HLA-DRB5|HLA-DMB|IFNGR2|ITGB2|FCGR3B|HLA-DOA|CYBA|FCGR2A|IFNGR1|NFKBIB|ITGA4|IL1B|HLA-DMA|FCGR3A|HLA-DRA	HNSC
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.51010101	0.832938201	0.055479331	-0.294826491	-0.969367935	78	ICAM1|CXCR4|MMP9|EZR|ITGB2|CYBA|ITGA4|CYBB	HNSC
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.713058419	0.952702703	0.054231594	-0.397465671	-0.812688441	8	YOD1|ALDH2	HNSC
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.741635688	0.952702703	0.056059588	-0.448293843	-0.766907573	4	PLA2G6	HNSC
KEGG	KEGG_LONG_TERM_DEPRESSION	0.002082182	0.020383469	0.431707696	0.511561002	1.785045555	41	GNAI1|GNAZ|ITPR1|GNA12|ITPR2|PRKCB|GNAS|PRKCA|RYR1|RAF1|PLCB4|PLA2G12A|ARAF|GNAO1|GNAQ|PLCB3|PPP2CB|MAPK1|KRAS|GNA11|MAP2K1|PLCB1	HNSC
KEGG	KEGG_LONG_TERM_POTENTIATION	0.072805776	0.26479649	0.287805131	0.397839722	1.429492362	48	RAPGEF3|ITPR1|ITPR2|ATF4|CAMK2G|PRKCB|PPP3R1|CALM3|PRKCA|RPS6KA2|RAF1|PLCB4|ARAF|GNAQ|PLCB3|MAPK1|KRAS|MAP2K1|PLCB1	HNSC
KEGG	KEGG_LYSINE_DEGRADATION	0.665505226	0.934774603	0.094050347	0.253811765	0.885842468	40	SETD7|PLOD1|PIPOX|ALDH7A1|PLOD3|ALDH1B1|HADH|OGDH|EHMT1|ALDH9A1|AASS|NSD1|AASDHPPT|ACAT1|SUV39H2|ASH1L|NSD2	HNSC
KEGG	KEGG_LYSOSOME	0.074029126	0.26479649	0.179782316	-0.387017543	-1.321421726	104	SGSH|SLC11A1|MCOLN1|GAA|LAPTM4A|CTSS|GALNS|GM2A|CTSH|HEXB|ATP6V0B|CTSF|IGF2R|AGA|CTSZ|LAPTM5|NEU1|PPT1|CTSL|CTSB|DNASE2	HNSC
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.004461108	0.038490352	0.407017919	-0.408459687	-1.493303978	184	FOS|GADD45B|DDIT3|JUN|DUSP1|IL1R2|FAS|DUSP2|DUSP4|DUSP10|DUSP8|CD14|JUND|NTRK1|RELB|MKNK2|PLA2G6|TGFBR1|ECSIT|MAP3K12|DUSP16|IL1B|CACNA2D4|RASGRP1|TNFRSF1A|FGFR1|MYC|MAPK7|ARRB2|NR4A1|PPP3CC	HNSC
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.282442748	0.63294399	0.109684062	-0.790862216	-1.172530435	2	HES1	HNSC
KEGG	KEGG_MELANOGENESIS	0.75729443	0.952702703	0.039597912	-0.262821106	-0.820508447	54	FZD8|LEF1|TCF7|FZD5	HNSC
KEGG	KEGG_MELANOMA	0.979338843	1	0.029139552	-0.195358206	-0.591117206	43	E2F1|E2F2|CDH1|FGFR1|PDGFC|CDKN2A	HNSC
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.004091712	0.03805292	0.407017919	0.619610329	1.915031939	22	ADH1B|GSTA1|GSTM1|UGT2B11|AKR1C3|EPHX1|AKR1C1	HNSC
KEGG	KEGG_MISMATCH_REPAIR	0.951661631	1	0.067362387	0.201232696	0.62195064	22	PMS2|MLH3|POLD4|RPA1|RFC5	HNSC
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.247222222	0.584860248	0.098212335	-0.388612151	-1.169150828	42	VEGFA|DDIT4|RPS6	HNSC
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.073110285	0.26479649	0.183023938	-0.405531754	-1.354851013	88	ICAM1|FAS|TNFRSF10C|IFNGR2|ITGB2|FCGR3B|TYROBP|SHC2|TNFRSF10B|IFNGR1|CD48|LCK|CD247|FCGR3A|NCR3|PPP3CC|CD244|IFNAR1|HLA-B	HNSC
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.094805195	0.304030452	0.163180127	-0.409610475	-1.313218763	65	C5AR1|FPR1|FPR2|P2RY13|P2RY8|VIPR1|PTGER4|LPAR6|TRHR|CNR2|LPAR3|LTB4R|GHR|S1PR4|OXTR|PTAFR|CYSLTR1|S1PR1|GRID1|P2RX4|P2RY10|LPAR1|HRH2	HNSC
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.565006075	0.854399431	0.048995409	-0.274283066	-0.938863125	107	NFKBIA|JUN|NTRK1|CAMK4|SHC2|RIPK2|NFKBIE|NFKBIB|FOXO3|IRS2|MAPK7	HNSC
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.180124224	0.471874727	0.126253988	-0.532257514	-1.282563708	15	BST1|NT5E|NAMPT|NT5C|PNP	HNSC
KEGG	KEGG_NITROGEN_METABOLISM	0.008914895	0.059220376	0.380730401	-0.783263525	-1.73899301	11	CA4|CA1|CTH	HNSC
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000377109	0.006376565	0.498493109	-0.617348442	-1.928300116	52	CXCL8|CXCL1|NFKBIA|TNFAIP3|RIPK2|NFKBIB|IL1B|NLRP3|NAIP	HNSC
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.44691358	0.809121452	0.097215081	0.402796594	1.008862506	11	RAD50|LIG4|PRKDC|XRCC4|FEN1|DCLRE1C|XRCC5	HNSC
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.715384615	0.952702703	0.095603149	0.240286062	0.858721892	47	CASP9|PIK3CG|CCND1|PRKCB|ERBB2|EGF|PRKCA|RAF1|AKT2|ARAF|CDK6|GRB2|MAPK1|KRAS|MAP2K1	HNSC
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.595804196	0.872595121	0.053021251	-0.305710337	-0.910950947	40	DLL1|NOTCH1|DTX3|CIR1|MAML2|HES1|LFNG	HNSC
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.988857939	1	0.029210313	-0.178135722	-0.534278965	41	RAD23A|RPA3|POLE4|POLD3|RBX1|PCNA|ERCC8|GTF2H5|XPA|CUL4A	HNSC
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.274647887	0.622981793	0.157402899	0.322603117	1.125694213	41	ALG10B|FUT8|MGAT4B|MAN2A2|ALG10|ST6GAL1|MOGS|GANAB|RPN2|DPM3|MAN1A1|MGAT5	HNSC
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.927469136	1	0.037225401	-0.251057342	-0.610484324	16	OR2B6|ARRB2|OR2W3	HNSC
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.905660377	1	0.039195634	-0.264584628	-0.628231707	14	MTHFS|MTFMT|SHMT2|DHFR	HNSC
KEGG	KEGG_OOCYTE_MEIOSIS	0.989847716	1	0.092848121	0.163898824	0.662254605	84	ITPR1|ANAPC5|YWHAG|ITPR2|CAMK2G|ADCY6|CCNB2|PPP3R1|CALM3|YWHAH|RPS6KA2|CDC23|BUB1|ADCY3|SKP1|PPP2CB|MAPK1|YWHAZ|YWHAQ|FBXW11|MAP2K1|REC8|CDK2|ADCY7	HNSC
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.237421384	0.581891792	0.108394256	-0.512853972	-1.217724283	14	HEXB|AGA|NEU1|MAN2B2|FUCA1	HNSC
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.993865031	1	0.022155124	-0.170443263	-0.572826976	91	ATP6V0B|PPA1|COX7C|SDHD|COX4I1|TCIRG1|UQCRB|NDUFS6|NDUFV3|UQCRFS1|COX5B|NDUFS8|NDUFB10|UQCRQ|NDUFA9|COX7A2L|NDUFV1|COX11|NDUFB1|NDUFS5|ATP6V0E2|COX6C|NDUFA3|UQCRC2|UQCRC1|COX7A2|NDUFB7|CYC1|NDUFA2|LHPP	HNSC
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.251552795	0.584860248	0.103958472	-0.49690505	-1.197376018	15	B4GALT5|GCNT4|GALNT6|GALNT11|GALNT14	HNSC
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.559681698	0.853285211	0.053457214	-0.302243776	-0.943583168	54	GADD45B|PMAIP1|FAS|TNFRSF10B|SESN3|SESN2|BBC3|SERPINE1|CDKN2A|CCNG2|CASP3|CCNB1|CCND2|GTSE1|CDKN1A|CCNE1|PPM1D|GADD45G	HNSC
KEGG	KEGG_PANCREATIC_CANCER	0.884415584	1	0.031277126	-0.234668233	-0.74700722	62	VEGFA|E2F1|E2F2|TGFBR1	HNSC
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.527638191	0.846040548	0.067362387	-0.426699326	-0.947353122	11	VNN2	HNSC
KEGG	KEGG_PARKINSONS_DISEASE	1	1	0.021363032	-0.154460657	-0.520577471	93	UBE2L6|SLC25A6|COX7C|SDHD|COX4I1|PINK1|VDAC3|UQCRB|NDUFS6|NDUFV3|CASP3|UQCRFS1|VDAC1|COX5B|NDUFS8|NDUFB10|UBB|UQCRQ|NDUFA9|COX7A2L|NDUFV1|NDUFB1|NDUFS5|COX6C|NDUFA3|UQCRC2|UQCRC1|COX7A2|NDUFB7	HNSC
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.49382716	0.821969697	0.060903935	-0.318574884	-0.970407172	45	TUBB2A|CD14|EZR	HNSC
KEGG	KEGG_PATHWAYS_IN_CANCER	0.02347603	0.132319443	0.352487858	-0.370389133	-1.378634896	232	CXCL8|VEGFA|FOS|NFKBIA|JUN|CSF3R|PTGS2|FAS|LAMB3|FZD8|MMP9|NTRK1|LEF1|TCF7|FZD5|E2F1|E2F2|CDKN1B|FN1|TGFBR1|CDH1|CDKN2B|SLC2A1|SPI1|FGFR1|MYC|RALGDS|BIRC5|CKS1B	HNSC
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.131147541	0.36658581	0.188204146	0.576110075	1.343671722	9	UGT2B11|CRYL1|UGT2B28|AKR1B1|UGP2|RPE|GUSB|UGDH	HNSC
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.900302115	1	0.070113216	0.22484878	0.694940958	22	GPI|PGM1|ALDOA|G6PD|PFKL|TKTL1|PGD|RPE|H6PD	HNSC
KEGG	KEGG_PEROXISOME	0.117154812	0.349903363	0.271288555	0.336525379	1.262358659	59	CRAT|PEX11B|ACOX1|PIPOX|ACSL4|PAOX|HSD17B4|ACOX3|PEX5|ABCD1|PMVK|FAR1|PEX10|PEX6|MLYCD|IDH2|FAR2|IDH1|SLC25A17|PEX3|SOD2|AGPS|CROT|PEX26|PEX13|NUDT19|MPV17|ACOT8	HNSC
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.736568458	0.952702703	0.053129805	-0.404949083	-0.804742471	7	HPD	HNSC
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.001483979	0.017251256	0.455059867	0.446179668	1.695385327	63	PIK3CG|PLCD3|ITPR1|PLCD4|PIP4K2B|INPP4A|ITPR2|PRKCB|DGKG|DGKQ|DGKD|CALM3|INPP4B|INPP5B|IMPA2|PRKCA|PI4KA|PLCB4|DGKZ|DGKH|INPPL1|OCRL|PIKFYVE|DGKI|PLCB3	HNSC
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.077496274	0.271968057	0.195789002	-0.541380533	-1.433620328	22	ALAS2|HMBS|FECH|CPOX|BLVRB|EARS2|PPOX	HNSC
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.008650109	0.059220376	0.380730401	0.50017152	1.700635152	35	MMP1|LPL|FABP4|ME1|ACOX1|CPT1A|SLC27A4|FADS2|ACSL4|PPARA|FABP5|ACOX3|PLTP	HNSC
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.570075758	0.855113636	0.069613344	-0.602009112	-0.971641508	3	CYP27A1	HNSC
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.001629846	0.017832433	0.455059867	-0.690310593	-1.913798441	27	IL7R|CD8B|CD3E|TNFRSF13C|IL2RG|CD3D|CD79A|CD8A|PTPRC|CD19|TAP1|LCK	HNSC
KEGG	KEGG_PRION_DISEASES	0.09077381	0.297072696	0.179782316	-0.516295787	-1.402239545	25	EGR1|HSPA5|NOTCH1|IL1B|C1QA|ELK1|C1QB	HNSC
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.943722944	1	0.086539974	0.182846499	0.705286683	66	CDC25A|GNAI1|PIK3CG|ANAPC5|PDE3A|ADCY6|CCNB2|RPS6KA2|RAF1|AKT2|CDC23|ARAF|BUB1|ADCY3	HNSC
KEGG	KEGG_PROPANOATE_METABOLISM	0.541538462	0.848246951	0.098890301	0.294427894	0.941471424	26	ABAT|ALDH7A1|ACACA|PCCB|ALDH1B1|MLYCD|ALDH9A1|SUCLA2|ACADM|SUCLG1|PCCA|HIBCH|ACAT1	HNSC
KEGG	KEGG_PROSTATE_CANCER	0.472222222	0.820872274	0.05909548	-0.302943187	-0.993696945	74	NFKBIA|LEF1|TCF7|E2F1|E2F2|CREB5|CDKN1B|FGFR1|AR|PDGFC|CREB3|BCL2|FOXO1	HNSC
KEGG	KEGG_PROTEASOME	0.465924896	0.820872274	0.064358337	-0.336349222	-0.999639528	39	PSMB10|PSMB3|PSME4|PSME2|PSMB9|PSMC3|PSME1|PSMB7|SEM1|PSMB6|PSMB4|PSMB1|PSMB2|PSMD8|PSMD4|PSMD7|POMP	HNSC
KEGG	KEGG_PROTEIN_EXPORT	0.588148148	0.869091333	0.056294075	-0.344707888	-0.906320686	21	HSPA5|SEC11C|SPCS2|IMMP2L|SEC62|OXA1L	HNSC
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.122278057	0.349903363	0.163180127	-0.612155009	-1.359099777	11	CA4|ATP1A3	HNSC
KEGG	KEGG_PURINE_METABOLISM	0.538367844	0.848246951	0.051322333	-0.279246225	-0.956361417	108	NT5E|PDE4B|PDE3B|AK5|ADPRM|PDE7B|POLR3F|POLR2J|ENTPD1|FHIT|NT5C|NME3|GUK1|PNP|DCK|PDE6H|POLR1E|PDE6D|ADCY9|PDE9A|POLR2I|POLE4	HNSC
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.98880597	1	0.023224832	-0.184574974	-0.611063188	82	NT5E|POLR3F|POLR2J|ENTPD1|CDA|NT5C|UPP1|NME3|PNP|DCK|POLR1E|UCKL1|POLR2I|POLE4	HNSC
KEGG	KEGG_PYRUVATE_METABOLISM	0.853420195	1	0.076674687	0.226150343	0.759743318	31	ME1|PKM|ALDH7A1|ACYP2|ACACA|ALDH1B1|PDHB|ALDH9A1|AKR1B1|ME2	HNSC
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.004552622	0.038490352	0.407017919	0.328456576	1.423984367	142	ITGB3|MYL9|GSN|PIK3CG|ITGA2B|ITGAV|APC2|SLC9A1|ITGB5|ARPC4|ACTB|LIMK1|MYH9|DIAPH1|ENAH|CYFIP1|ARPC1B|VCL|GNA12|ACTG1|SSH1|PIP4K2B|ITGB1|ACTN4|ARHGAP35|ABI2|FGD1|EGF|BCAR1|RRAS|RAF1|ACTN1|CFL1|DIAPH3|ITGA6|ARAF|CSK|ARHGEF12|ROCK2|DOCK1|PDGFA|PIKFYVE|VAV2|MAPK1|KRAS|MAP2K1|RHOA|MSN|PIP5K1C|CRKL	HNSC
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	1	1	0.033162642	-0.163752236	-0.403260348	17	GABARAPL1|ATG3|ATG4D	HNSC
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.452411995	0.809121452	0.062661823	-0.318095018	-1.006424362	57	VEGFA|JUN	HNSC
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.04467354	0.207782536	0.28201335	-0.728974992	-1.490517528	8	ANPEP|MME	HNSC
KEGG	KEGG_RETINOL_METABOLISM	0.354748603	0.738095238	0.119887845	0.391298232	1.077620952	15	ADH1B|UGT2B11|RDH11	HNSC
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.35971223	0.738095238	0.108820127	0.458010034	1.106244513	10	ACP6|MTMR2|ACP2|MTMR1|PHPT1|FLAD1	HNSC
KEGG	KEGG_RIBOSOME	2.33E-14	4.34E-12	0.975994683	-0.733202207	-2.647132946	82	RPL26|RPL6|RPS16|RPL13|RPS4X|RPL32|RPL9|RPS15A|RPS18|RPL31|RPS6|RPS17|RPL37|RPS13|RPL22|RPL7|RPL34|RPL36|RPL19|RPL21|RPL38|RPL24|RPS12|RPL5|RPS25|RPS15|RPL3|RPL18A|RPS9|RPL11|RPS3|RPS5|RPS3A|RPLP2|RPL18|RPL35|RPL30|RPS29|RPL27A|RPL36AL|RPL4|RPL10A|RPS20|RPL27|RPL14|RSL24D1|RPS7|RPS23|RPL39|RPL7A|RPL37A|RPL23A|RPL29|FAU|RPS27|RPS21|RPL13A|RPS19|RPL10|RPL23|RPL28|RPS8|RPS24|RPS11|RPL8|RPS2|RPS28|UBA52|RPL12	CHOL
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.026697068	0.146048667	0.352487858	-0.508318188	-1.570762288	49	CXCL8|NFKBIA|CXCL10|NFKBIB|ISG15	HNSC
KEGG	KEGG_RNA_DEGRADATION	1	1	0.026113962	-0.142148384	-0.443776955	54	PATL1|EXOSC8|LSM4|DCPS|EXOSC4|LSM3|ZCCHC7|MPHOSPH6|HSPD1|WDR61|EXOSC9|LSM2|DCP1A|DIS3|CNOT7|EXOSC2|CNOT8	HNSC
KEGG	KEGG_RNA_POLYMERASE	0.972727273	1	0.066436414	0.182377643	0.583621554	25	POLR3A|POLR2G|POLR1B|POLR1C|POLR2B|POLR1A	HNSC
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.736526946	0.952702703	0.046415496	-0.312086727	-0.80265137	20	GGT7|CTH|HEMK1|METTL2B|MARS2|AHCY|MAT2B|BUD23	HNSC
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.494949495	0.821969697	0.056886416	-0.299569029	-0.979900642	72	NFKBIA|PTGS2|LAMB3|E2F1|E2F2|CDKN1B|FN1|CDKN2B|FHIT|MYC|CKS1B	HNSC
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.133991537	0.36658581	0.14122512	-0.460430175	-1.319165738	33	STX3|VAMP2|STX10|STX2|STX11|USE1|STX8|BET1L|BNIP1|STX7|VAMP5|STX12|SNAP47|STX5	HNSC
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.150159744	0.404778441	0.206587923	0.381097131	1.24662408	28	PLPP3|UGCG|ACER3|NEU3|SMPD1|ARSA	HNSC
KEGG	KEGG_SPLICEOSOME	0.047044632	0.208340514	0.227987203	-0.393244545	-1.365438602	121	SRSF5|PRPF18|BCAS2|SNRPD2|PRPF38B|PQBP1|SNRPA|DDX5|SRSF7|RBM17|RBMX|LSM4|SRSF3|MAGOH|HNRNPA1|SF3B6|ALYREF|XAB2|TRA2A|PUF60|HSPA8|WBP11|PPIH|CWC15|LSM3|SLU7|SF3A1|SYF2|HSPA2|SNRNP70|SNW1|SF3B5|PRPF31|USP39|ZMAT2|PRPF38A|SNRNP27|U2SURP|PRPF3|PHF5A|PLRG1|SF3B1|RBM22|SNRPC|THOC1|BUD31|SNRPB|LSM2|SNRPB2|HNRNPA1L2	HNSC
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.510510511	0.832938201	0.063642408	-0.357728552	-0.953535274	23	MGAM|GAA|PYGM|AGL|AMY2B	HNSC
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.643081761	0.91307792	0.05490737	-0.36049948	-0.855972645	14	DHCR24|EBP|NSDHL|MSMO1|TM7SF2|SOAT1|FDFT1	HNSC
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.786061588	0.979318182	0.047069959	-0.319992738	-0.74226625	13	CYP19A1|HSD17B8	HNSC
KEGG	KEGG_SULFUR_METABOLISM	0.432941176	0.809121452	0.096240602	0.471542579	1.021402828	7	PAPSS2|PAPSS1|SUOX|SULT1A1	HNSC
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.002002892	0.020383469	0.431707696	-0.630331563	-1.832523528	35	HLA-DQA2|FCGR1A|CD86|HLA-DRB5|HLA-DMB|CD28|FCGR3B|HLA-DOA|FCGR2A|HLA-DMA|FCGR3A|FCGR2B|HLA-DRA|C1QA|HLA-DPA1	HNSC
KEGG	KEGG_TASTE_TRANSDUCTION	0.669047619	0.934774603	0.07307444	0.372985932	0.835721116	8	ADCY6|GNAS|GNB1|PRKACB|PLCB2|PRKACA	HNSC
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.407063197	0.789284599	0.086286563	-0.640330699	-1.095429862	4	GGT7	HNSC
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.484602917	0.821969697	0.069945874	-0.432017871	-1.002123632	13	IDI1|ACAT2|MVD|GGPS1|HMGCR	HNSC
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.722891566	0.952702703	0.097544922	0.230577488	0.853080991	53	THBS1|ACVR1|SMAD5|ACVR2B|TGFB1|LTBP1|TGFB2|ID1|ROCK2|SKP1|TNF|PPP2CB|MAPK1|SMAD6|SMAD2|RHOA|ZFYVE16|SMAD4|ACVRL1	HNSC
KEGG	KEGG_THYROID_CANCER	0.273391813	0.622981793	0.095287985	-0.420015249	-1.16443893	27	NTRK1|LEF1|TCF7|CDH1|MYC	HNSC
KEGG	KEGG_TIGHT_JUNCTION	5.35E-06	0.000331554	0.610526878	0.489598179	1.97828539	84	JAM3|TJP1|MYL9|JAM2|GNAI1|MPDZ|MYH11|MAGI3|CLDN5|ACTB|MYH9|ACTG1|SPTAN1|MAGI1|SRC|PRKCB|CTTN|ACTN4|TJP2|AMOTL1|EPB41L1|EXOC4|PRKCA|PARD3|RAB13|RRAS|CTNNA1|ACTN1|AKT2|PRKCQ|EPB41L3|EPB41L2	HNSC
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	7.04E-05	0.001455101	0.538434096	-0.595967905	-1.939597442	71	CXCL8|FOS|NFKBIA|JUN|TLR8|CD86|CD14|TLR2|CXCL10	HNSC
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.879154079	1	0.071305299	0.233535062	0.721787681	22	MAOB|ALDH7A1|IDO1|KMO|ALDH1B1|HADH|OGDH|ALDH9A1	HNSC
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.983988355	1	0.031636972	-0.202566149	-0.56569713	29	SOCS3|IRS2|PRKCZ|HK2	HNSC
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.040229885	0.196914701	0.271288555	-0.548139686	-1.5376744	30	FAS|HLA-DQA2|CD86|HLA-DRB5|HLA-DMB|CD28|HLA-DOA|IL1B|HLA-DMA|HLA-DRA|HLA-DPA1|HLA-B	HNSC
KEGG	KEGG_TYROSINE_METABOLISM	0.3125	0.683823529	0.130105631	0.374087737	1.107784433	19	ADH1B|MAOB|HGD	HNSC
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.001223115	0.016249961	0.455059867	-0.51563537	-1.723546959	89	FOS|NFKBIA|JUN|CD8B|CD3E|PDCD1|CD3D|CD3G|CD28|CD8A|PTPRC|NFKBIE|NFKBIB|LCK|CD247|RASGRP1	HNSC
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.889963724	1	0.027377735	-0.217612719	-0.757253496	123	SOCS3|FBXO2|UBE2D1|CDC34|UBE2L6|UBE2S|UBE2M|CDC26|UBE2B|UBE4A|FZR1|UBE2D3|UBE2H|UBOX5|UBE2N|RBX1|ERCC8|CDC20|ANAPC11|NEDD4L|ANAPC10|ELOB|SYVN1|CUL4A|BIRC3|PIAS1|MGRN1	HNSC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.92	1	0.057005953	0.281704137	0.610196015	7	BCAT1|PDHB|VARS2	HNSC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.468227425	0.820872274	0.113312908	0.279179406	0.974089107	37	ABAT|BCAT1|ALDH7A1|OXCT1|PCCB|IVD|ALDH1B1|HADH|ALDH9A1|BCKDHB|ACADM|PCCA|HIBCH|ACAT1|ACAA2|HADHB|ACAD8|ALDH3A2	HNSC
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	1.63E-05	0.000608119	0.575610261	0.513364042	1.967873736	69	RAMP3|RAMP2|KCNMB1|MYL9|KCNMB4|MYH11|PPP1R14A|CALD1|ITPR1|GNA12|ITPR2|PRKCB|MYL6B|ADCY6|CALM3|GNAS|PRKCA|RAF1|PLCB4|PLA2G12A|CALCRL|PRKCQ|ARAF|ARHGEF12|ROCK2|ADCY3|GNAQ|PLCB3|MAPK1|GNA11|MAP2K1|RHOA|PLCB1	HNSC
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.377926421	0.749088146	0.128142917	0.296998196	1.036260917	37	DYNC1I1|DYNLL2|DCTN1|ADCY6|DYNC1LI2|GNAS|RAB11B|RAB5B|DCTN6|DCTN2|DYNC1H1|ADCY3|DYNC2LI1|DCTN5|CREB3L4	HNSC
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.445751634	0.809121452	0.063500797	-0.322776666	-1.016208076	55	VEGFA|PTGS2|PLA2G6|SHC2	HNSC
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.306620209	0.678944749	0.147331214	0.307928674	1.074718884	40	TJP1|ACTB|ACTG1|PRKCB|TJP2|ATP6V0A2|GNAS|ARF1|PRKCA|SEC61A1|ATP6AP1|ADCY3|KDELR2|ATP6V0E1|ATP6V1A	HNSC
KEGG	KEGG_VIRAL_MYOCARDITIS	0.085447263	0.292318114	0.175204048	-0.444918099	-1.374848643	49	ICAM1|HLA-DQA2|CD86|HLA-DRB5|HLA-DMB|ITGB2|CD28|HLA-DOA|CAV1|HLA-DMA|HLA-DRA|HLA-DPA1|CD55|HLA-B	HNSC
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.58873929	0.869091333	0.047448319	-0.273971303	-0.928417414	99	JUN|FZD8|PORCN|LEF1|TCF7|FZD5	HNSC
KEGG	KEGG_ABC_TRANSPORTERS	0.043551089	0.186622074	0.28201335	-0.545265916	-1.512816184	24	ABCA1|ABCD2|ABCA7|ABCB8|TAP1|ABCG1	KIRC
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.702572347	1	0.051845762	-0.261157738	-0.855275054	53	PIM2|LEF1|TCF7|SPI1|PIK3R5|PIM1|RARA|PML|MYC|EIF4EBP1|RPS6KB2|RELA|CEBPA|TCF7L2|PPARD|JUP|MAP2K2|HRAS	KIRC
KEGG	KEGG_ADHERENS_JUNCTION	0.004974189	0.035584585	0.407017919	0.443890681	1.574943231	63	TJP1|PTPRB|TCF7L1|PTPRM|WASF3|MET|CTNND1|ERBB2|ACTB|ACTG1|VCL|FGFR1|AFDN|PARD3|ACTN4|SORBS1|PTPRF|PTPRJ|CTNNB1|ACTN1|NLK|SRC|SMAD4|SSX2IP|SMAD2|FARP2|LMO7|INSR|YES1	KIRC
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.134304207	0.396517183	0.152144922	-0.391275708	-1.271635963	51	TNFRSF1B|NFKBIA|SOCS3|NFKBIE|SLC2A1|TNFRSF1A|STK11|NFKBIB|IRS2|CAMKK1	KIRC
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.147806005	0.422952567	0.175204048	0.486435866	1.30721701	16	ASS1|ABAT|GLUD2|GFPT1|ADSL|GOT2	KIRC
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.89279732	1	0.042759143	-0.248579725	-0.689673461	24	ATP1A3|ATP1B2|PIK3R5|IRS2|NEDD4L	KIRC
KEGG	KEGG_ALLOGRAFT_REJECTION	0.023280712	0.111031087	0.352487858	-0.558408841	-1.562886195	25	FAS|HLA-DMB|CD86|HLA-DRB1|HLA-DMA|HLA-DPA1|HLA-DRA|HLA-DQB1|HLA-DQA2|HLA-DRB5	KIRC
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.026334778	0.116625447	0.352487858	0.77420022	1.596030875	6	ACOX1|FADS2|PLA2G12A	KIRC
KEGG	KEGG_ALZHEIMERS_DISEASE	0.825949367	1	0.076873673	0.209973001	0.845596959	127	NOS1|LPL|COX7A1|CASP9|CACNA1F|PPP3R1|ATP2A2|ATP2A3|MT-CYB|APP|MT-ATP8|NDUFA4|MT-CO3|MT-CO2|ADAM10|NDUFB3|NDUFA5|MT-ATP6|GSK3B|CALM3|MT-CO1|PLCB4|GAPDH|UQCRHL|NAE1|ATF6|CYCS|ITPR2|ITPR1|NDUFS1|NDUFC1|COX6A1|FADD|GNAQ|NDUFA6|NDUFA9	KIRC
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.923469388	1	0.041908175	-0.248700077	-0.652772392	19	YARS2|EARS2|WARS2|FARS2|IARS2|VARS2|MTFMT|LARS2|CARS2	KIRC
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.983361065	1	0.038005624	-0.191051819	-0.581344842	36	HEXB|GNPDA1|GALT|HK2|AMDHD2|NANS|GALK1|GMPPA|GNE|UAP1|GALE|MPI	KIRC
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.78553616	1	0.067362387	0.242004186	0.808660387	41	NOS1|MAPK12|CASP9|PPP3R1|ALS2|GPX1|DERL1|MAP3K5	KIRC
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.001182734	0.012940502	0.455059867	-0.553000263	-1.820840065	54	CD8B|CD8A|HSPA5|CTSS|HLA-DMB|CD74|TAP1|HLA-DRB1|HLA-DMA|CTSL|CTSB|HLA-DPA1|HLA-DRA|LTA|HLA-DQB1|HLA-DQA2|CD4|HLA-DRB5|TAPBP|PSME2	KIRC
KEGG	KEGG_APOPTOSIS	0.046251994	0.187018931	0.266350657	-0.389402233	-1.361091037	77	IL1RAP|NFKBIA|FAS|CSF2RB|TNFRSF10C|NTRK1|TNFRSF10B|IL1B|TNFRSF1A|TNFSF10|EXOG|PIK3R5	KIRC
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.244556114	0.568794643	0.110564716	-0.425567321	-1.180717722	24	PTGS2|GGT7|GPX7|CYP2U1|CYP4F3	KIRC
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.064837905	0.2319202	0.28201335	0.430317191	1.376524522	36	NOS1|ASS1|NOS3|ALDH7A1|MAOA|GLUD2|MAOB|ARG2|ALDH9A1|SAT1	KIRC
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.05281405	0.200477823	0.321775918	0.429675414	1.444507061	43	TCF7L1|GJA1|RYR2|ACTB|PKP2|LAMA2|ITGA2B|ITGB5|ITGB3|CACNA1F|ACTG1|ITGB4|CACNB1|DSP|ATP2A2|ITGA9|ITGAV|ITGB1|ITGA6|EMD|SGCB|ACTN4|CTNNB1|ACTN1|ITGA1|DMD	KIRC
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.323210412	0.68314928	0.109250039	0.532132387	1.149151681	7	ALDH7A1|UGT2B28|ALDH9A1	KIRC
KEGG	KEGG_ASTHMA	0.05	0.19375	0.271288555	-0.629252502	-1.53693185	15	HLA-DMB|HLA-DRB1|HLA-DMA|HLA-DPA1|HLA-DRA|HLA-DQB1|HLA-DQA2|HLA-DRB5	KIRC
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.108247423	0.341254587	0.176694269	-0.485103918	-1.370699885	26	FAS|HLA-DMB|CD86|HLA-DRB1|HLA-DMA|HLA-DPA1|HLA-DRA|HLA-DQB1|HLA-DQA2|HLA-DRB5	KIRC
KEGG	KEGG_AXON_GUIDANCE	0.02566413	0.116625447	0.352487858	0.391212977	1.494140322	80	SEMA5A|SEMA3F|SEMA3G|UNC5B|EFNB2|EPHA2|GNAI1|NRP1|SEMA6C|MET|SEMA4D|CXCL12|ABLIM3|PPP3R1|PLXNB3|ITGB1|CFL2|DPYSL2|NFATC1	KIRC
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.656616415	1	0.056886416	-0.313164204	-0.86724009	23	FZD5|LEF1|TCF7|FZD8|PTCH1	KIRC
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.983108108	1	0.038716674	-0.189719355	-0.550618671	29	GTF2F1|GTF2E2|TAF5|TAF9|TAF6L|GTF2B|TAF6|TAF7|TAF5L	KIRC
KEGG	KEGG_BASE_EXCISION_REPAIR	0.925675676	1	0.04148804	-0.223667208	-0.659616875	32	MUTYH|POLE4|APEX1|MPG|POLL|PARP3|POLE|POLD1|POLD3|POLD2|PARP2|SMUG1	KIRC
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.260180995	0.576115061	0.12687573	0.458653743	1.175243251	14	ABAT|ALDH7A1|DPYD|ALDH9A1	KIRC
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.540727903	0.92271	0.067833826	-0.374785429	-0.949212577	17	HACD2|YOD1|ELOVL6	KIRC
KEGG	KEGG_BLADDER_CANCER	0.045150502	0.186622074	0.276500599	-0.474217187	-1.450567127	38	CXCL8|VEGFA|MMP9|CDKN2A|E2F1|CDH1	KIRC
KEGG	KEGG_BUTANOATE_METABOLISM	0.735802469	1	0.070113216	0.291509044	0.835964626	23	ABAT|ALDH7A1|BDH2|ALDH9A1|L2HGDH|HMGCL|HADH	KIRC
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.007408641	0.043062724	0.407017919	-0.465795243	-1.608556961	69	JUN|FOS|NFKBIA|IFITM1|LILRB3|CD79A|FCGR2B|NFKBIE|CD19|BCL10|PIK3R5|CD22|NFKBIB|PPP3CC|MALT1	KIRC
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.12605042	0.390756303	0.211400189	0.321847119	1.237396739	85	NOS1|GNA11|PLCD4|PLCD3|TNNC2|NOS3|RYR2|HTR2A|ERBB2|CACNA1F|PPP3R1|ADRB2|RYR1|ATP2A2|ATP2A3|PHKB|PRKCB|GNAS|CAMK2G|CALM3|AVPR1A|SLC8A3|GNA15|PLCB4|TRPC1|ATP2B4|ITPR2|SPHK1|MYLK|ITPR1|PRKACB|PRKCA|PHKG1|F2R|P2RX1	KIRC
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.472222222	0.85815285	0.095287985	0.291092848	0.988897959	45	COX7A1|RYR2|TPM1|TPM4|SLC9A1|CACNA1F|CACNB1|ATP2A2|MT-CYB|TPM2|MT-CO3|MT-CO2	KIRC
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.011029741	0.059600342	0.380730401	-0.446365365	-1.551936159	74	ICAM1|CD8B|CD8A|SELL|SIGLEC1|VCAN|ITGB7|SELPLG|HLA-DMB|ITGB2|CD2|CD86|PTPRC|CD6|HLA-DRB1|HLA-DMA|ITGA4|CD274|CDH1|ICAM3|HLA-DPA1|HLA-DRA|HLA-DQB1|HLA-DQA2|CD4|HLA-DRB5|MPZL1|NECTIN2|CD22	KIRC
KEGG	KEGG_CELL_CYCLE	0.386094675	0.767495599	0.076873673	-0.279847699	-1.037690866	114	GADD45B|MAD2L1|CDKN2A|TFDP1|CCNE1|E2F1|CDKN1B|FZR1|MCM6|CDKN2B|GADD45G|CDC25B|MYC|CCNA2|CDC25C|ORC1|PLK1|ANAPC13|BUB3|DBF4|ESPL1|E2F4|CDK4|CCND2|SKP2	KIRC
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.060294118	0.222784136	0.222056046	-0.347412157	-1.305191797	131	CXCL8|CXCR4|NFKBIA|CXCL1|CXCR1|CXCL10|CCL3L3|CCR7|CCR1|FGR|CCR5|STAT1|FOXO3|ARRB2|CCL4L2|PIK3R5|ADCY7|CXCR2	KIRC
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.594043887	0.9692295	0.058469321	-0.27181768	-0.931057189	67	NFKBIA|CDKN2A|E2F1|CDKN1B|TGFBR1|PIK3R5|GAB2|MYC	KIRC
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.187062937	0.483245921	0.132147261	-0.55121063	-1.281276959	12	PER1|BHLHE40|NR1D1|CRY2	KIRC
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.211243612	0.516990944	0.121543282	-0.420836862	-1.198294878	27	PC|SUCLG2|ACO2|IDH3G|SUCLG1|SDHD|MDH1|SDHB|CS|DLD|IDH3B|IDH3A|PCK2	KIRC
KEGG	KEGG_COLORECTAL_CANCER	0.157480315	0.437184158	0.13725078	-0.369248148	-1.231824474	57	JUN|FOS|LEF1|BIRC5|TCF7|TGFBR1|RALGDS|PIK3R5	KIRC
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.014242316	0.071596509	0.380730401	-0.5448707	-1.583383629	30	PLAUR|PLAU|C5AR1|CFD|SERPINA1|F5|C3AR1|C1QA|C1QB	KIRC
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.983249581	1	0.038320578	-0.190117502	-0.526489034	23	CTH|LDHA|AHCY|LDHB|SRM|MAT2B|ENOPH1	KIRC
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	1.25E-08	1.17E-06	0.747739663	-0.582380448	-2.165297194	117	CXCL8|OSM|TNFRSF25|VEGFA|CXCR4|IL1RAP|TNFRSF1B|IL1R2|CSF3R|CXCL1|FAS|RELT|IL2RG|IL7R|CXCR1|CXCL10|CSF2RB|IL13RA1|IFNGR2|CCL3L3|CCR7|CD27|CCR1|TNFRSF10C|CSF1|TNFRSF13C|TNFSF8|IL4R|TNFRSF10B|LTBR|IL1B|TGFBR1|LTB|TNFRSF1A|CCR5|IFNGR1|TNFSF10|LTA|CSF2RA|IL10RA|IFNAR1|IL10RB|CCL4L2|CSF1R|IFNLR1|CXCR2	KIRC
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.018388226	0.090005527	0.352487858	-0.50959884	-1.558794886	38	NFKBIA|CXCL10|IRF7|IL1B|ZBP1|CCL4L2|POLR3H|RIPK3|AIM2|PYCARD|NFKBIB|IRF3|CASP1|POLR3F|POLR1C	KIRC
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.004865636	0.035584585	0.407017919	0.494216897	1.681160813	47	RYR2|TPM1|ADCY5|TGFB2|ACTB|LAMA2|TPM4|ITGA2B|ITGB5|ITGB3|CACNA1F|ACTG1|ADCY6|ITGB4|CACNB1|ATP2A2|ITGA9|ITGAV|ITGB1|ITGA6|EMD|TPM2|SGCB|GNAS|TGFB1|ITGA1|DMD	KIRC
KEGG	KEGG_DNA_REPLICATION	0.99833887	1	0.037225401	-0.159034818	-0.481214027	35	MCM6|RPA3|POLE4|RNASEH1|SSBP1|RFC2|RPA2|POLE|POLD1|RNASEH2C|POLD3|POLD2|MCM2	KIRC
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.727902946	1	0.05367696	-0.319207066	-0.808450216	17	ETV7|NOTCH1	KIRC
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	3.50E-05	0.000930664	0.557332239	0.746305201	2.117549181	21	FMO2|ADH1B|GSTA1|GSTM1|GSTM2|MAOA|MAOB|GSTM4|FMO5|UGT2B28|GSTM5	KIRC
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.861063465	1	0.045496781	-0.268386075	-0.722726729	21	CES1|TPMT|UPP1|UCKL1|CDA|TYMP|GUSB|ITPA|IMPDH2	KIRC
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	3.65E-08	2.26E-06	0.719512826	0.686524863	2.353872656	50	THBS4|COL6A3|HSPG2|LAMA4|LAMB1|SDC4|COL4A2|COL5A1|LAMA3|GP5|LAMB2|COL6A1|VWF|COL4A1|COL1A2|COL3A1|THBS1|LAMA2|GP1BA|ITGA2B|ITGB5|ITGB3|COL6A2|ITGB4|TNXB|ITGA9|ITGAV|ITGB1|ITGA6|GP6|LAMC1|CD36|CD47|GP9	KIRC
KEGG	KEGG_ENDOCYTOSIS	0.911564626	1	0.075501529	0.196418002	0.816324384	156	EHD2|ASAP3|DNM1|CLTCL1|MET|FLT1|AGAP1|RUFY1|HLA-E|EHD3|PSD3|ADRB2|GRK5|DNM3|HLA-A|RAB31|PARD3|HSPA1L|GRK4|ASAP2|DNM1L|RAB11B|PARD6A|KDR|EGF	KIRC
KEGG	KEGG_ENDOMETRIAL_CANCER	0.901265823	1	0.061436411	0.215418298	0.735232868	46	TCF7L1|CCND1|ERBB2|CASP9|APC2|PIK3CG|EGF|CTNNB1|GSK3B|KRAS|SOS2|AKT2|AKT3|RAF1|GRB2|CTNNA1|BRAF|PIK3CB|AXIN1|PIK3CA|MAPK3|MAPK1	KIRC
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.003768819	0.030478277	0.431707696	-0.514375761	-1.696087072	55	CXCL8|JUN|NFKBIA|CXCL1|CXCR1|TCIRG1|ATP6V0B	KIRC
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.410658307	0.785588886	0.076674687	-0.302485802	-1.036104715	67	JUN|NRG1|AREG|CDKN1B|PIK3R5|EREG|MYC|ELK1|GAB1|EIF4EBP1	KIRC
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.131715771	0.395147314	0.159646702	-0.526282978	-1.3329078	17	CHPT1|LPCAT2|PLA2G7|LPCAT4	KIRC
KEGG	KEGG_FATTY_ACID_METABOLISM	0.167064439	0.443914081	0.166933849	0.403605083	1.250332152	30	ADH1B|ALDH7A1|ACADVL|CPT1A|ACOX1|ALDH9A1|ACSL4	KIRC
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.788359788	1	0.070113216	0.236271563	0.826890477	55	MAPK12|PIK3CG|PLA2G12A|PRKCB|KRAS|SYK|SOS2|BTK|PRKCA|AKT2|FCER1G|MAPK11|AKT3|LYN|RAF1|GRB2|TNF|PIK3CB|PRKCE|PIK3CA|MAPK3|MAPK1|PLCG2|MAPK9	KIRC
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.955905512	1	0.036761955	-0.201913701	-0.711746182	82	FCGR1A|MARCKS|LIMK2|FCGR2B|PTPRC	KIRC
KEGG	KEGG_FOCAL_ADHESION	4.87E-07	1.81E-05	0.659444398	0.477307969	1.974149557	142	THBS4|COL6A3|LAMA4|LAMB1|PARVA|COL4A2|COL5A1|LAMA3|MYL9|LAMB2|COL6A1|VWF|COL4A1|COL1A2|COL3A1|MET|FLT1|CCND1|ERBB2|THBS1|ACTB|ZYX|LAMA2|DOCK1|ITGA2B|ITGB5|ITGB3|FLNB|ACTG1|COL6A2|ITGB4|TNXB|FLNA|VEGFC|VCL|ITGA9|ITGAV|ITGB1|DIAPH1|ITGA6|TLN1|PDGFA|LAMC1|TLN2|PIK3CG|ACTN4|FLNC|PRKCB|KDR|EGF|CTNNB1|ACTN1|GSK3B|ITGA1|LAMA5|BCAR1|ROCK2|SRC|RAP1B	KIRC
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.164510166	0.443914081	0.146416238	-0.648083166	-1.317134407	7	ALPL|DHFR|GCH1	KIRC
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.475213675	0.85815285	0.073621274	-0.340044322	-0.981657256	28	ALDOB|PFKFB3|FBP1|KHK|HK2|GMPPA|SORD|PFKFB2|MPI|PMM1|GMPPB	KIRC
KEGG	KEGG_GALACTOSE_METABOLISM	0.859348199	1	0.04558782	-0.269242624	-0.725033297	21	MGAM|GAA|GALT|HK2|B4GALT1|GALK1	KIRC
KEGG	KEGG_GAP_JUNCTION	0.011215118	0.059600342	0.380730401	0.436933021	1.551826652	62	TJP1|GNA11|GJA1|GNAI1|ADCY5|HTR2A|TUBA1C|ADCY6|TUBA1B|TUBB4B|TUBAL3|PDGFA|PRKG1|PRKCB|GNAS|EGF|TUBB1|TUBB|SRC|KRAS|PLCB4|ITPR2|SOS2|ITPR1|PRKACB|PRKCA|PDGFD|RAF1|GNAQ|GRB2	KIRC
KEGG	KEGG_GLIOMA	0.939240506	1	0.059476029	0.209781133	0.719271945	50	CCND1|PDGFA|PIK3CG|PRKCB|EGF|CAMK2G|CALM3|KRAS|SOS2|PRKCA|AKT2|AKT3|RAF1|GRB2|BRAF|PIK3CB|PIK3CA|CALM1|MAPK3|MAPK1|PLCG2|SHC2	KIRC
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.678304239	1	0.074738523	0.275097905	0.879999731	36	GSTA1|GSTM1|GSTM2|GPX3|GSTM4|GSTM5|G6PD|GPX1|GSTM3	KIRC
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.652684564	1	0.057246114	-0.287815487	-0.875330842	37	DGAT2|GPAT3|AGPAT2|ALDH2|DGAT1	KIRC
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.072347267	0.253897955	0.211400189	-0.410954684	-1.345850567	53	MBOAT7|ACHE|CHPT1|LPCAT2|GPAT3|ADPRM|AGPAT2|LPCAT4	KIRC
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.416666667	0.785588886	0.080202344	-0.390260091	-1.024330258	19	ALAS2|SARDH|GLDC|CTH	KIRC
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.336658354	0.697135008	0.115734448	0.323417442	1.080703925	41	ADH1B|ENO2|ALDH7A1|PKM|PFKM|GPI|PGM1|ALDH9A1|ALDOA	KIRC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.308492201	0.65953505	0.098212335	-0.437978018	-1.109259353	17	CHST11|CHST7|CHST15|CHPF2	KIRC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.061085973	0.222784136	0.276500599	0.58280513	1.536591135	15	GLCE|EXT2|B3GAT1|NDST3|HS2ST1|NDST1|XYLT2	KIRC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.497345133	0.877982827	0.07307444	-0.456512092	-0.990028694	9	B4GALT3|B4GALT1|ST3GAL2|B3GNT2|ST3GAL1	KIRC
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.166959578	0.443914081	0.14122512	-0.515932454	-1.286788135	16	SGSH|GALNS|HEXB	KIRC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.257602862	0.576115061	0.111462667	-0.534105151	-1.192097306	10	ST6GALNAC4|HEXB|ST3GAL5|ST3GAL2|ST3GAL1	KIRC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.777777778	1	0.052912985	-0.352246745	-0.742411746	8	HEXB|GBGT1|ST3GAL2|ST3GAL1	KIRC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.396126761	0.767495599	0.08479851	-0.459401163	-1.052818709	11	B4GALT3|GCNT2|ABO|B4GALT1|B3GNT2	KIRC
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.858843537	1	0.045224744	-0.272712316	-0.715798215	19	PIGA|PIGC|PIGT|PIGV|PIGU	KIRC
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.702654867	1	0.056294075	-0.335732234	-0.806716439	13	AFMID|PGP|ACO2|MDH1|CS|GLYCTK	KIRC
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.434065934	0.807362637	0.105520937	0.277379858	1.00054952	67	GNA11|MMP2|MAPK12|ADCY5|CACNA1F|ADCY6|PLA2G12A|PRKCB|GNAS|CAMK2G|CALM3|SRC|PLD2|KRAS|PLCB4|ITPR2|SOS2|ITPR1|PRKACB|PRKCA|MAPK11|ATF4|RAF1|GNAQ|GRB2	KIRC
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.005700135	0.036037783	0.407017919	-0.609025115	-1.704552069	25	FAS|HLA-DMB|CD86|HLA-DRB1|HLA-DMA|IL1B|HLA-DPA1|HLA-DRA|HLA-DQB1|HLA-DQA2|HLA-DRB5	KIRC
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.296912114	0.642158758	0.120985142	0.402655544	1.127602202	20	GLI3|SMO|GSK3B|WNT11|PRKACB|BMP8B|CSNK1G3|FBXW11	KIRC
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	2.24E-05	0.000693517	0.575610261	-0.601638573	-2.043292461	64	IL1R2|CSF3R|CD8B|CD8A|CD3G|FCGR1A|CD7|CD5|ANPEP|CD3D|CD3E|IL7R|CD14|CD44|CD2|MS4A1|HLA-DRB1|CSF1|CD19|IL4R|ITGA4|TFRC|IL1B|CD33|MME|HLA-DRA|CSF2RA|CD4|CSF1R|GYPA|CD55|HLA-DRB5	KIRC
KEGG	KEGG_HISTIDINE_METABOLISM	0.494117647	0.877982827	0.088626113	0.361567727	0.983404392	17	ALDH7A1|MAOA|MAOB|ALDH9A1	KIRC
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.866348449	1	0.060509299	0.250320258	0.710252933	21	RAD51B|RPA1|XRCC2|RAD52|RAD51C|POLD4|BRCA2|TOP3A	KIRC
KEGG	KEGG_HUNTINGTONS_DISEASE	0.705696203	1	0.085288469	0.219705929	0.907012723	138	COX7A1|PPARG|CLTCL1|TGM2|CASP9|DLG4|DNAH2|POLR2G|MT-CYB|DNAL1|SOD2|MT-ATP8|NDUFA4|GPX1|MT-CO3|MT-CO2|NRF1|BDNF|NDUFB3|DNAL4|NDUFA5|MT-ATP6|MT-CO1|PLCB4|UQCRHL|CYCS|ITPR1|NDUFS1|AP2M1|DCTN1|NDUFC1|DCTN2|COX6A1|GNAQ|NDUFA6|NDUFA9|HTT|SOD1|AP2S1	KIRC
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.005484989	0.036037783	0.407017919	0.506402195	1.711965538	44	ACE|RYR2|TPM1|TGFB2|ACTB|LAMA2|TPM4|ITGA2B|ITGB5|ITGB3|CACNA1F|ACTG1|ITGB4|CACNB1|ATP2A2|ITGA9|ITGAV|ITGB1|ITGA6|EMD|TPM2|SGCB|TGFB1|ITGA1|DMD	KIRC
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.192893401	0.488623714	0.159646702	0.344827612	1.177563619	48	PLCD4|PLCD3|IMPA2|OCRL|PIK3CG|INPP4B|PIK3C2B|PIK3C2A|PLCB4|PIP4K2B|INPP5A|PIP5K1A|PIK3C3|SYNJ1|PIP5K1C|PIK3CB|PIK3CA|INPP1|PLCG2|ALDH6A1|PLCB1|PIKFYVE	KIRC
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.973490427	1	0.032724194	-0.190920047	-0.706193926	111	PDE3B|SOCS3|MKNK2|SREBF1|RPS6|FBP1|PIK3R5|RHOQ|HK2|ELK1|EIF4EBP1|IRS2|PTPN1|RPS6KB2|PRKCZ|TSC1|PRKAB1|PPP1CC|PHKG2|PRKX|SOCS2|SH2B2|MAP2K2|PPP1R3B|FLOT1|HRAS	KIRC
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.000393773	0.00523156	0.498493109	-0.670840068	-1.936615253	28	CXCR4|ITGB7|HLA-DMB|CD86|HLA-DRB1|HLA-DMA|TNFRSF13C|ITGA4|LTBR|HLA-DPA1|HLA-DRA|HLA-DQB1|HLA-DQA2|HLA-DRB5|IL15|TNFRSF13B	KIRC
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.003750044	0.030478277	0.431707696	-0.461754693	-1.635547869	83	OSM|CSF3R|SOCS3|IL2RG|IL7R|CSF2RB|IL13RA1|IFNGR2|IL4R|STAT1|IFNGR1|CSF2RA|IL10RA|IFNAR1|IL10RB|PIK3R5|PIM1|IFNLR1|IL15|MYC	KIRC
KEGG	KEGG_LEISHMANIA_INFECTION	4.31E-07	1.81E-05	0.67496286	-0.656143671	-2.197150828	60	JUN|FOS|PTGS2|NFKBIA|FCGR1A|FCGR3B|IFNGR2|TLR2|HLA-DMB|ITGB2|CYBA|HLA-DRB1|HLA-DMA|ITGA4|IL1B|HLA-DPA1|STAT1|IFNGR1|FCGR3A|C3|NCF4|HLA-DRA|HLA-DQB1|HLA-DQA2|HLA-DRB5|ELK1|NFKBIB|FCGR2A|NCF2	KIRC
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.17287234	0.452876835	0.173747839	0.305666769	1.167417935	80	JAM2|RAPGEF3|CDH5|MYL9|MMP2|JAM3|GNAI1|MAPK12|RAPGEF4|CXCL12|CTNND1|ACTB|CLDN5|PECAM1|ACTG1|CD99|VCL|ITGB1|AFDN|PIK3CG|ACTN4|PRKCB|TXK|CTNNB1|ACTN1	KIRC
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.64845173	1	0.061436411	-0.40810194	-0.860134773	8	YOD1|ALDH2	KIRC
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.103448276	0.335541492	0.204294757	0.760836319	1.388449815	4	PLA2G12A|ALOX15|PLA2G4A	KIRC
KEGG	KEGG_LONG_TERM_DEPRESSION	0.001882101	0.017601938	0.455059867	0.542803272	1.825428359	42	NOS1|GNA11|GNAI1|GNAZ|GNA12|GNAO1|RYR1|PRKG1|PLA2G12A|PRKCB|GNAS|KRAS|PLCB4|ITPR2|ITPR1|PRKCA|LYN|RAF1|GNAQ|PPP2CB	KIRC
KEGG	KEGG_LONG_TERM_POTENTIATION	0.505076142	0.877982827	0.091679525	0.284755413	0.97242101	48	RAPGEF3|RPS6KA2|PPP3R1|PRKCB|CAMK2G|CALM3|RAP1B|KRAS|PLCB4|ITPR2|ITPR1|PRKACB|PRKCA|ATF4|RAF1|GNAQ	KIRC
KEGG	KEGG_LYSINE_DEGRADATION	0.856079404	1	0.062939469	0.227999771	0.756829039	40	ALDH7A1|SETD7|PIPOX|AASS|ALDH9A1|PLOD1	KIRC
KEGG	KEGG_LYSOSOME	0.000796321	0.009479387	0.477270815	-0.460612798	-1.686922225	104	SGSH|MCOLN1|SLC11A1|CTSS|GALNS|GAA|FUCA1|GM2A|TCIRG1|LAPTM4A|DNASE2|CTSH|PPT1|IGF2R|ATP6V0B|CTSL|CTSZ|CTSB|HEXB|AP1S3|ACP5|GALC|CTSO|SCARB2|LAPTM5|NEU1|AGA	KIRC
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.005309409	0.036037783	0.407017919	-0.37090803	-1.460550068	185	JUN|FOS|GADD45B|IL1R2|DDIT3|DUSP1|DUSP2|DUSP4|FAS|DUSP10|DUSP8|JUND|CD14|MKNK2|NR4A1|NTRK1|RELB|MRAS|IL1B|TGFBR1|TNFRSF1A|ARRB2|CACNA2D3|CACNA2D4|RASGRP1|ECSIT|NFKB2|CACNA1D|GADD45G|CDC25B|MYC|DUSP16|ELK1	KIRC
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.685466377	1	0.067206509	0.491844709	0.828981719	3	NR5A2|HHEX	KIRC
KEGG	KEGG_MELANOGENESIS	0.73015873	1	0.073990144	0.246752898	0.857393552	54	TCF7L1|GNAI1|ADCY5|FZD1|KITLG|ADCY6|GNAO1|PRKCB|GNAS|CAMK2G|CTNNB1|GSK3B|CALM3|KRAS|PLCB4|WNT11|PRKACB|PRKCA|RAF1|GNAQ	KIRC
KEGG	KEGG_MELANOMA	0.972151899	1	0.057852976	0.195482642	0.66085722	44	MET|CCND1|FGF2|FGFR1|PDGFA|PIK3CG|FGF13|EGF|KRAS|AKT2|PDGFD|AKT3|RAF1|BRAF|PIK3CB|PIK3CA|MAPK3|MAPK1	KIRC
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.001892681	0.017601938	0.455059867	0.65290522	1.852538225	21	ADH1B|GSTA1|GSTM1|GSTM2|AKR1C1|GSTM4|AKR1C3|UGT2B28|GSTM5	KIRC
KEGG	KEGG_MISMATCH_REPAIR	1	1	0.038084205	-0.138312732	-0.378505827	22	RPA3|SSBP1|RFC2|RPA2|POLD1|POLD3|POLD2|MSH3|MLH1|PCNA	KIRC
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.242975207	0.568794643	0.110122264	-0.368340836	-1.154185366	42	VEGFA|DDIT4|RPS6|PIK3R5|STK11|MLST8|EIF4EBP1|EIF4B|RPS6KB2|TSC1	KIRC
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.007080831	0.042484983	0.407017919	-0.442874604	-1.573401094	87	ICAM1|FAS|FCGR3B|IFNGR2|ITGB2|TYROBP|TNFRSF10C|TNFRSF10B|CD48|LCK|CD247|IFNGR1|FCGR3A|TNFSF10|MICA|IFNAR1|PIK3R5|MICB|NCR3|PPP3CC|CHP1|SH3BP2|NCR1|ITGAL|PAK1|GZMB|LCP2|RAC2|IFNAR2	KIRC
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.139498433	0.40541732	0.146416238	-0.358176423	-1.229241392	68	C5AR1|FPR1|FPR2|P2RY13|C3AR1|P2RY8|PTGER4|P2RY6|CNR2|TRHR|P2RX4|CYSLTR1|P2RY2|S1PR4|LPAR6|LPAR2	KIRC
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.682563338	1	0.049690139	-0.243396296	-0.896895152	107	JUN|NFKBIA|CAMK4|RIPK2|NFKBIE|NTRK1	KIRC
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.244642857	0.568794643	0.114750719	-0.483224722	-1.180263033	15	BST1|NAMPT|NT5E	KIRC
KEGG	KEGG_NITROGEN_METABOLISM	0.444055944	0.817766392	0.078295525	-0.434539439	-1.010077346	12	CA1|CA4|CTH	KIRC
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000815431	0.009479387	0.477270815	-0.56207138	-1.85070814	54	CXCL8|NFKBIA|TNFAIP3|CXCL1|RIPK2|IL1B|NLRP3|NAIP|NOD2|CASP5|PYCARD|NFKBIB	KIRC
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.987477639	1	0.041154402	-0.203117501	-0.453348606	10	POLM	KIRC
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.980327869	1	0.037458421	-0.191444736	-0.611091685	47	CDKN2A|E2F1|FHIT|FOXO3|PIK3R5	KIRC
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.41813602	0.785588886	0.102449406	0.30752425	1.034193262	42	JAG2|JAG1|NOTCH3|NOTCH4|DTX4|MAML3	KIRC
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.996672213	1	0.037380649	-0.166553383	-0.518379521	41	RAD23A|RPA3|POLE4|CUL4A|RFC2|RPA2|POLE|POLD1|GTF2H5|XPA|POLD3|POLD2|ERCC8	KIRC
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.877805486	1	0.061976274	0.221040639	0.738610398	41	ALG10B|ALG10|RPN2|MGAT4B|DPM3|MGAT5|ST6GAL1|ALG1|B4GALT2|MAN2A2	KIRC
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.810623557	1	0.062112419	0.279360499	0.750735752	16	OR2L13|PRKG1|CAMK2G|CALM3|GRK3|PRKACB	KIRC
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.6	0.970434783	0.064214088	-0.375506602	-0.904826111	14	MTHFS|DHFR|SHMT2	KIRC
KEGG	KEGG_OOCYTE_MEIOSIS	0.950549451	1	0.062800398	0.189272792	0.730092886	88	RPS6KA2|MAPK12|SGO1|ADCY5|ANAPC5|PPP3R1|ADCY6|YWHAG|STAG3|YWHAH|CAMK2G|CDC23|CALM3|YWHAQ|YWHAE|ITPR2|YWHAZ|ITPR1|PRKACB|CDC27|ANAPC1|BUB1	KIRC
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.047787611	0.189116927	0.276500599	-0.645666879	-1.551444973	13	FUCA1|MAN2B2|HEXB|NEU1|AGA	KIRC
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.894586895	1	0.067518895	0.205325387	0.792987878	93	COX7A1|MT-ND3|MT-CYB|MT-ND4L|MT-ND5|MT-ND6|MT-ND4|MT-ATP8|NDUFA4|MT-CO3|MT-CO2|ATP6V0E1|MT-ND1|NDUFB3|MT-ND2|NDUFA5|MT-ATP6|COX17|MT-CO1	KIRC
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.710017575	1	0.055479331	-0.328298337	-0.81880952	16	GALNT6|GALNT14|B4GALT5|GCNT4|GALNT7|GALNT3|ST3GAL2|ST3GAL1	KIRC
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.155448718	0.437184158	0.139599673	-0.374702948	-1.235534165	55	GADD45B|FAS|PMAIP1|SESN2|CDKN2A|CCNE1|TNFRSF10B|GTSE1|SESN3|PIDD1|GADD45G|SERPINE1|MDM4|CCNG2	KIRC
KEGG	KEGG_PANCREATIC_CANCER	0.575757576	0.9692295	0.060771945	-0.277213222	-0.933947629	62	VEGFA|CDKN2A|E2F1|TGFBR1|STAT1|RALGDS|PIK3R5	KIRC
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.257042254	0.576115061	0.110564716	-0.521519654	-1.195176879	11	VNN2|BCAT2|PPCDC	KIRC
KEGG	KEGG_PARKINSONS_DISEASE	0.67877095	1	0.08063885	0.228931596	0.895901172	96	COX7A1|CASP9|PARK7|MT-ND3|MT-CYB|MT-ND4L|MT-ND5|MT-ND6|MT-ND4|MT-ATP8|NDUFA4|MT-CO3|MT-CO2|MT-ND1|NDUFB3|MT-ND2|NDUFA5|MT-ATP6|MT-CO1|PRKN|UBA7|UQCRHL|CYCS|NDUFS1|NDUFC1|COX6A1|SLC18A2|NDUFA6|NDUFA9	KIRC
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.391414141	0.767495599	0.106729884	0.308146317	1.046831847	45	KRT18|TUBA1C|ACTB|ARPC1B|ACTG1|TLR5|TUBA1B|TUBB4B|TUBAL3|ITGB1|CTTN|ARPC4|CTNNB1|TUBB1|TUBB|ROCK2|YWHAQ	KIRC
KEGG	KEGG_PATHWAYS_IN_CANCER	0.087818697	0.296986866	0.178219875	-0.301769385	-1.212380767	234	CXCL8|VEGFA|JUN|FOS|PTGS2|NFKBIA|CSF3R|FAS|FZD5|LEF1|BIRC5|MMP9|LAMB3|CDKN2A|TCF7|CCNE1|E2F1|CDKN1B|NTRK1|CDH1|SPI1|TGFBR1|SLC2A1|FZD8|STAT1|TRAF1|PTCH1|CSF2RA|RALGDS	KIRC
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.72406181	1	0.06538342	0.351256972	0.78349836	8	UGT2B28|CRYL1|UGP2|UGDH|AKR1B1	KIRC
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.806779661	1	0.047925897	-0.275655451	-0.754357122	22	ALDOB|TKT|FBP1|TKTL1	KIRC
KEGG	KEGG_PEROXISOME	0.980978261	1	0.060771945	0.184025158	0.649247869	59	ACOX1|CRAT|PIPOX|SOD2|ACSL4|FAR2|PAOX|PEX3|SCP2|HSD17B4|FAR1|PEX11B|PHYH|HMGCL|PEX1|SLC25A17|SOD1|CROT|NUDT19|GNPAT	KIRC
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.370932755	0.749929265	0.100633389	0.512653956	1.107087577	7	MAOA|MAOB|PRDX6|GOT2	KIRC
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.093085106	0.309175532	0.241339977	0.366245894	1.299456186	63	PLCD4|PLCD3|IMPA2|OCRL|DGKG|PIK3CG|INPP4B|PRKCB|DGKH|PIK3C2B|CALM3|PIK3C2A|PLCB4|ITPR2|ITPR1|PIP4K2B|PRKCA|INPP5A|PIP5K1A|PIK3C3|DGKZ|DGKD|SYNJ1|PIP5K1C|PIK3CB|DGKE|PIK3CA|DGKI|CALM1|CDS2|INPP1|PLCG2|PLCB1|PIKFYVE	KIRC
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.005812546	0.036037783	0.407017919	-0.645874407	-1.739250808	21	ALAS2|HMBS|PPOX|BLVRB|CPOX|FECH|EARS2|BLVRA	KIRC
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	4.01E-05	0.000931919	0.557332239	0.650442499	2.080674602	36	MMP1|FABP4|LPL|AQP7|FABP5|ME1|PPARG|PLTP|CPT1A|ACOX1|PPARA|FADS2|SLC27A4|ACSL4|CD36|SORBS1	KIRC
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.695009242	1	0.058843817	-0.506096663	-0.840700135	3	CYP27A1	KIRC
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	9.17E-05	0.001705918	0.538434096	-0.701597905	-2.025408541	28	CD8B|CD8A|CD3D|CD3E|CD79A|IL2RG|IL7R|PTPRC|TAP1|TNFRSF13C|CD19|LCK	KIRC
KEGG	KEGG_PRION_DISEASES	0.009051348	0.051016688	0.380730401	-0.593389384	-1.660790461	25	HSPA5|EGR1|C1QA|C1QB|NOTCH1|IL1B|C1QC	KIRC
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.94200627	1	0.037225401	-0.198021666	-0.678283678	67	PDE3B|MAD2L1|FZR1|SPDYC|PIK3R5|ADCY7|CDC25B|CCNA2|CDC25C|PLK1|ANAPC13	KIRC
KEGG	KEGG_PROPANOATE_METABOLISM	0.880952381	1	0.059603704	0.248749508	0.744453597	26	ABAT|ALDH7A1|PCCB|ALDH9A1|PCCA|ACADM|ACSS2|ACACA	KIRC
KEGG	KEGG_PROSTATE_CANCER	0.523734177	0.901986639	0.064940768	-0.276354195	-0.957610235	73	NFKBIA|LEF1|TCF7|CCNE1|E2F1|CDKN1B	KIRC
KEGG	KEGG_PROTEASOME	0.131011609	0.395147314	0.156312403	-0.416400498	-1.282152719	39	PSME2|PSMB10|PSMB3|PSME4|PSMB9|PSMD8|PSMB2|PSMB4|PSMC1|PSMD7|PSMD3|PSME1|PSMB1|PSMB8|PSMB6|PSMD4|PSMB7|PSMB5|PSMD12|PSMF1|PSMA5|PSMD11|PSMC5|PSMA7|SEM1|PSMC2|PSMA4|PSMC3|PSMC6	KIRC
KEGG	KEGG_PROTEIN_EXPORT	0.289830508	0.634217348	0.100633389	-0.408545585	-1.1180235	22	HSPA5|SEC11C|SRPRB|SPCS2|OXA1L	KIRC
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.392920354	0.767495599	0.085535695	-0.434372772	-1.043735516	13	CA4|ATP1A3|ATP1B2	KIRC
KEGG	KEGG_PURINE_METABOLISM	0.961708395	1	0.033309282	-0.196951266	-0.728502796	111	PDE3B|PDE4B|ADPRM|AK5|FHIT|NT5E|NME3|ENTPD1|GUK1|POLR3H|ADCY7|POLE4|POLR2J|APRT|PDE4A|POLR3F|POLR1C|ENTPD5|PDE9A|NT5C|DCK|POLR3D	KIRC
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.894488189	1	0.039840695	-0.21692418	-0.764658152	82	CMPK2|NT5E|NME3|ENTPD1|POLR3H|POLE4|DHODH|POLR2J|UPP1|POLR3F|UCKL1|POLR1C|CDA|ENTPD5|NT5C|DCK|POLR3D|POLR1E|DTYMK|TXNRD2|TYMP|ITPA|POLR1D|CANT1|POLE	KIRC
KEGG	KEGG_PYRUVATE_METABOLISM	0.765811966	1	0.050702794	-0.270866594	-0.791323581	31	PC|HAGH|HAGHL|ALDH2	KIRC
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.078503528	0.270401042	0.287805131	0.306034008	1.272013374	143	ENAH|MYL9|ACTB|DOCK1|SLC9A1|ITGA2B|ITGB5|ITGB3|ARPC1B|GNA12|ACTG1|TMSB4Y|ITGB4|FGF2|MYH9|VCL|ITGA9|ITGAV|ITGB1|SSH1|CFL2|DIAPH1|ITGA6|APC2|FGFR1|BRK1|CYFIP1|PDGFA|PIK3CG|ACTN4|ARPC4|FGF13|MYH10|TMSB4X|EGF|ACTN1|LIMK1|ABI2|ITGA1|BCAR1|ROCK2|ARHGEF12|KRAS|RRAS|DIAPH3|CSK|CRKL|MYLK|SOS2|PTK2|PIP4K2B|GSN|F2R|ARHGAP35|PIP5K1A|SSH2|PDGFD	KIRC
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.837647059	1	0.061436411	0.266283863	0.724248048	17	ULK3|ATG5|GABARAPL2|PIK3C3|ATG4C|PRKAA1|ATG4A|ATG12|BECN1	KIRC
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.582298137	0.9692295	0.058969447	-0.280515998	-0.938202258	58	VEGFA|JUN	KIRC
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.701275046	1	0.057730855	-0.386399256	-0.814393179	8	ANPEP|MME	KIRC
KEGG	KEGG_RETINOL_METABOLISM	0.341071429	0.697135008	0.094050347	-0.455775393	-1.098242946	14	DGAT2|PNPLA4|DGAT1|ALDH1A1	KIRC
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.837209302	1	0.048701086	-0.30809394	-0.687651028	10	ACP5|FLAD1	KIRC
KEGG	KEGG_RIBOSOME	2.72E-13	5.06E-11	0.932595211	-0.658088585	-2.635622326	82	RPS4Y1|RPS27L|RPS3A|RPL6|RPS18|RPL9|RPS13|RPL32|RPL31|RPL38|RPS12|RPL39|RPS15A|UBA52|RPL30|RPL34|RPL21|RPL5|RPL37|RPL22|RPL7|RPS6|RPS17|RPL11|RPS16|RSL24D1|RPL24|RPS20|RPL23A|RPL35A|RPS27|RPS24|RPS25|RPL13|RPL29|RPS27A|RPS7|RPL19|RPL14|RPS28|RPS29|RPS8|RPS5|RPL26|RPL27A|RPL10|RPL27|RPL12|RPL36AL|RPLP2|RPL13A|RPS3|RPL4|RPS4X|RPL36|RPL23|RPS21|RPL10A|RPS26|RPL35|RPS23|RPL37A|RPL18|RPS9|RPL8|RPL18A|RPS15|RPS11|RPL15|RPL7A|RPS2|RPL28|FAU	ANA
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.012939798	0.066855624	0.380730401	-0.493481382	-1.592783585	50	CXCL8|NFKBIA|ISG15|CXCL10	KIRC
KEGG	KEGG_RNA_DEGRADATION	0.998397436	1	0.035542021	-0.12626285	-0.41574023	54	PATL1|EXOSC9|LSM4|EXOSC3|DCPS|HSPD1|EXOSC6|CNOT7|LSM7|LSM3|MPHOSPH6|EXOSC2|C1D|CNOT8|HSPA9|LSM6|CNOT3|LSM5|EXOSC4|EXOSC8	KIRC
KEGG	KEGG_RNA_POLYMERASE	0.869047619	1	0.04468544	-0.256279577	-0.717280573	25	POLR3H|POLR2J|POLR3F|POLR1C|POLR3D|POLR1E|POLR1D|POLR2I|POLR2K	KIRC
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.339070568	0.697135008	0.092259726	-0.407853436	-1.086755625	20	GGT7|CTH|HEMK1|AHCY|BUD23|MAT2B	KIRC
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.254742547	0.576115061	0.142056644	0.303604258	1.120318077	72	LAMA4|LAMB1|COL4A2|LAMA3|LAMB2|COL4A1|MAX|CCND1|LAMA2|ITGA2B|CASP9|ITGAV|ITGB1|ITGA6|LAMC1|PIK3CG	KIRC
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.200674536	0.49767285	0.124434169	-0.408002032	-1.21601673	34	BNIP1|USE1|VAMP2|STX3|STX10|STX11|SNAP47|STX2|BET1L|VAMP5|STX5|TSNARE1|VAMP8|STX8	KIRC
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.798969072	1	0.048995409	-0.275515743	-0.778491747	26	GALC|SGPL1|KDSR|NEU1|SGPP1	KIRC
KEGG	KEGG_SPLICEOSOME	0.001517334	0.015679122	0.455059867	-0.437117097	-1.631949102	121	SRSF5|PRPF38B|BCAS2|SNRPA1|SNRPD2|SNRPA|DDX5|SRSF7|SNRNP70|RBMX|HNRNPA1L2|CWC15|PRPF18|XAB2|HNRNPA1|SNRPB2|PQBP1|HSPA8|MAGOH|SLU7|LSM4|U2SURP|ALYREF|RBM22|PUF60|SF3B1|HSPA1B|WBP11|SNRNP27|SRSF3|BUD31|RBM17|CCDC12|SF3A1|SNW1|PPIH|PPIL1|CTNNBL1|THOC1|SNRPC|USP39|HNRNPU|PRPF31|SF3B6|LSM7|SYF2|TRA2A|SNRPE|PHF5A|RBM8A|LSM3|SNRPF|PCBP1|PLRG1|PRPF6|PRPF3|ACIN1|SART1|SNRPD1|SF3A3|SNRPB|SRSF9|PRPF38A|SF3B2|SNU13|SNRPG|LSM6|SF3B5|TCERG1|SRSF1|DDX23	KIRC
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.609223301	0.976858052	0.078920964	0.316481158	0.90390484	22	PYGB|PGM2L1|GANC|UGT2B28|GPI|PGM1|GBE1|PYGM	KIRC
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.626696833	0.996287272	0.073805272	0.33699117	0.863498019	14	DHCR7|CEL|SC5D	KIRC
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.66958042	1	0.057975476	-0.363250733	-0.844368322	12	CYP19A1|SRD5A1|HSD17B8|CYP1B1|HSD17B7	KIRC
KEGG	KEGG_SULFUR_METABOLISM	0.781885397	1	0.053347785	-0.36199738	-0.735706819	7	CHST11|BPNT1	KIRC
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.002161527	0.019144952	0.431707696	-0.591963224	-1.801264018	36	FCGR1A|FCGR3B|HLA-DMB|C1QA|CD86|FCGR2B|C1QB|HLA-DRB1|HLA-DMA|C1QC|HLA-DPA1|FCGR3A|C3|HLA-DRA|HLA-DQB1|HLA-DQA2|HLA-DRB5	KIRC
KEGG	KEGG_TASTE_TRANSDUCTION	0.834437086	1	0.058593757	0.310870348	0.693413731	8	ADCY6|GNAS|PRKACB|GNB1	KIRC
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.025722424	0.116625447	0.352487858	-0.844326023	-1.50283054	4	GGT7	KIRC
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.897345133	1	0.045044277	-0.267797942	-0.643480073	13	MVD|IDI1|ACAT2|MVK	KIRC
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.004704135	0.035584585	0.407017919	0.466810768	1.633719156	55	DCN|THBS4|ACVRL1|ID1|SMAD5|TGFB2|THBS1|ACVR1|ZFYVE9|SMAD1	KIRC
KEGG	KEGG_THYROID_CANCER	0.720613288	1	0.053347785	-0.290786167	-0.827987296	27	LEF1|TCF7|NTRK1|CDH1	KIRC
KEGG	KEGG_TIGHT_JUNCTION	5.22E-05	0.001079127	0.557332239	0.502032518	1.923576586	84	TJP1|JAM2|MPDZ|MYL9|EPB41L1|JAM3|GNAI1|EPB41L2|MYH11|ACTB|CLDN5|ACTG1|MAGI1|SPTAN1|MYH9|AFDN|TJP2|CTTN|PARD3|PRKCQ|ACTN4|AMOTL1|MAGI3|PRKCB|MYH10|RAB13|PARD6A|PPP2R2D|CTNNB1|ACTN1|SRC|MAGI2|KRAS|RRAS|PRKCA|YES1|AKT2|PPP2R2B	KIRC
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000188531	0.002922233	0.518848078	-0.549073806	-1.902626068	73	CXCL8|JUN|FOS|NFKBIA|CXCL10|TLR2|CD14|CD86|TLR8|IRF7|IL1B|STAT1|TICAM1|LY96|IFNAR1|PIK3R5	KIRC
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.224691358	0.542760943	0.144630528	0.409438466	1.174152503	23	IDO1|INMT|ALDH7A1|MAOA|MAOB|ALDH9A1	KIRC
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.763513514	1	0.050294806	-0.273681434	-0.794300124	29	SOCS3|PIK3R5|CACNA1D|HK2|IRS2	KIRC
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.104631218	0.335541492	0.179782316	-0.466899219	-1.356800025	30	FAS|HLA-DMB|CD86|HLA-DRB1|HLA-DMA|IL1B|HLA-DPA1|HLA-DRA|LTA|HLA-DQB1|HLA-DQA2|HLA-DRB5	KIRC
KEGG	KEGG_TYROSINE_METABOLISM	0.044639796	0.186622074	0.321775918	0.558432805	1.563843018	20	ADH1B|TPO|HGD|MAOA|MAOB	KIRC
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.000275257	0.003938291	0.498493109	-0.496745554	-1.774303617	90	JUN|FOS|NFKBIA|CD8B|CD8A|CD3G|CD3D|CD3E|PTPRC|NFKBIE|LCK|CD247|BCL10|PIK3R5|CD4|RASGRP1|ITK|NFKBIB|PPP3CC|MALT1	KIRC
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.934114202	1	0.034417484	-0.204259641	-0.766812863	124	SOCS3|UBE2D1|CDC34|SYVN1|UBE2S|FZR1|FBXO2|UBE4A|UBE2M|PML|UBE2L6|CUL4A|UBE2B|UBE2E2|ANAPC13|NEDD4L	KIRC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.502772643	0.877982827	0.074738523	-0.485575203	-0.986860699	7	BCAT2|IARS2|VARS2|LARS2	KIRC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.778325123	1	0.067206509	0.254566687	0.822213104	37	ABAT|ALDH7A1|PCCB|ALDH9A1|PCCA|HMGCL|HADH|ACADM|HADHB|ACAD8	KIRC
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.000127133	0.002149704	0.518848078	0.515819398	1.903404778	72	RAMP2|NPR1|GNA11|MYL9|KCNMB1|MYH11|ADCY5|KCNMB4|CALD1|CALCRL|PPP1R14A|RAMP3|GNA12|CACNA1F|ADCY6|RAMP1|PRKCQ|PRKG1|PLA2G12A|PRKCB|GNAS|CALM3|AVPR1A|ROCK2|ARHGEF12|PLCB4|ITPR2|MYLK|ITPR1|ACTA2|PRKACB|MYL6|PRKCA	KIRC
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.822942643	1	0.065087757	0.245774424	0.786198016	36	DYNC1LI2|ADCY6|DYNC1I1|DYNLL2|RAB11B|GNAS|DYNC1H1|DYNC2LI1|DYNLL1|PRKACB|DCTN1|DCTN2|DYNC1I2	KIRC
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.592709984	0.9692295	0.05909548	-0.277147894	-0.918315821	56	VEGFA|PTGS2	KIRC
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.593516209	0.9692295	0.081751558	0.275516534	0.920642367	41	TJP1|ACTB|ACTG1|SLC12A2|TJP2|ARF1|ATP6V0E1|PRKCB|GNAS	KIRC
KEGG	KEGG_VIRAL_MYOCARDITIS	0.194398682	0.488623714	0.125033368	-0.372122282	-1.201079281	50	ICAM1|HLA-DMB|ITGB2|CD86|HLA-DRB1|HLA-DMA|HLA-DPA1|HLA-DRA|HLA-DQB1|HLA-DQA2|CD55|HLA-DRB5	KIRC
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.848392037	1	0.040988387	-0.219521037	-0.79766318	100	JUN|FZD5|LEF1|PORCN|TCF7|PPP2R5B	KIRC
KEGG	KEGG_ABC_TRANSPORTERS	0.513978495	0.824137931	0.081526514	-0.332008375	-0.953290168	26	ABCB8|ABCA1|TAP1|ABCD2|ABCA7	LIHC
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.808278867	0.997607836	0.059476029	-0.24173972	-0.803130579	53	LEF1|PIM2|TCF7|SPI1|PIK3R5|RARA|PIK3R1|MYC	LIHC
KEGG	KEGG_ADHERENS_JUNCTION	0.166975881	0.42891262	0.145516146	0.351015207	1.222209071	63	TJP1|PTPRB|TCF7L1|SORBS1|ACTB|PTPRM|CTNND1|AFDN|VCL|ACTG1|CTNNA1|ERBB2|WASL|INSR|ACTN4|ACTN1|CTNNB1|PTPRJ|SRC|NECTIN1	LIHC
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.006397708	0.043883229	0.407017919	-0.502316813	-1.657622544	51	NFKBIA|TNFRSF1B|SOCS3|TNFRSF1A|IRS2|NFKBIE|IRS1|ACSL3|CAMKK1|ACSL1|MAPK10|MAPK8|SLC2A1	LIHC
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.587121212	0.866702742	0.068151344	0.350841432	0.913861173	16	ASS1|ABAT|GPT2|GOT1|CAD|ASL|GOT2	LIHC
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.468619247	0.775320486	0.085042746	-0.345383778	-0.989490548	24	ATP1A3|NR3C2|IRS2|IRS1|PIK3R5|PIK3R1	LIHC
KEGG	KEGG_ALLOGRAFT_REJECTION	0.117154812	0.375703362	0.188204146	-0.46313843	-1.332623407	25	HLA-DQA2|FAS|HLA-DMB|CD86|HLA-DPA1|HLA-DMA|HLA-F|HLA-DRA	LIHC
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.657894737	0.887017659	0.065831196	0.423392475	0.859563046	6	ACOX1|FADS2|PLA2G12A|ACOX3	LIHC
KEGG	KEGG_ALZHEIMERS_DISEASE	0.820512821	1	0.050702794	0.214201153	0.838922442	128	NOS1|APOE|LPL|GRIN2A|COX7A1|ATP2A3|NDUFA4|CAPN1|GAPDH|APP|CASP9|PLCB1|CACNA1F|PLCB3|CALM3|UQCRHL|ATP2A2|COX8A|ITPR2|CAPN2|ITPR1|NDUFS2|NDUFC1|CDK5R1|MAPK3|SDHC|COX6A1|CYCS|PLCB4|PSEN2	LIHC
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.873913043	1	0.055710423	-0.247007925	-0.674517904	19	IARS2|RARS2|MTFMT|CARS2|MARS2|FARSA|YARS2|VARS2|WARS2|FARS2	LIHC
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.879699248	1	0.048701086	0.231375237	0.730164742	37	CYB5R3|GPI|CYB5R1|PGM1|HK3|GNPNAT1|UGDH|GMPPB|HK1|FPGT|NAGK|PGM2|GMDS|PGM3|HEXA|NPL	LIHC
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.656363636	0.887017659	0.060771945	0.269837578	0.884686627	42	NOS1|GRIN2A|MAPK12|GPX1|MAPK11|CASP9|TOMM40L	LIHC
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.014742199	0.082902178	0.380730401	-0.462134995	-1.545962034	54	HLA-DQA2|CD8B|CD8A|HSPA5|CTSS|CD74|HLA-DMB|TAP1|NFYB|HLA-DPA1|HLA-DMA|HLA-F|HLA-DRA|CTSL|HSPA6|CTSB|TAPBP|CD4|B2M|HLA-DRB1	LIHC
KEGG	KEGG_APOPTOSIS	0.02556185	0.123230487	0.352487858	-0.400196792	-1.4407821	77	NFKBIA|IL1RAP|FAS|TNFRSF10C|CSF2RB|NTRK1|TNFRSF1A	LIHC
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.335877863	0.631043257	0.098890301	0.378951969	1.095077312	25	CYP2E1|PTGIS|LTC4S|AKR1C3|GPX3|GPX1|CBR1|PTGS1|PTGES2|ALOX12	LIHC
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.056179775	0.24018595	0.261663522	0.453266763	1.426156259	36	NOS1|ASS1|ALDH7A1|NOS3|MAOB|ARG1|GAMT|GATM|MAOA|ALDH1B1|CKB|GOT1|PYCR2|ODC1|ASL|NAGS	LIHC
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.109259259	0.356530214	0.183023938	0.395100154	1.295554699	44	RYR2|ITGA2B|TCF7L1|DSP|ITGB4|ITGB3|ITGB5|CACNB3|GJA1|ACTB|ITGA9|LAMA2|ACTG1|CTNNA1|ITGB1|ACTN4|ACTN1|CACNA1F|CTNNB1|ITGAV|ATP2A2|PKP2|ITGA3	LIHC
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.270377734	0.552640203	0.115240003	0.553105639	1.20613565	8	ALDH7A1|UGT2B11|ALDH1B1|UGDH|ALDH9A1|ALDH3A2	LIHC
KEGG	KEGG_ASTHMA	0.131416838	0.400862069	0.175204048	-0.524857271	-1.342582691	15	HLA-DQA2|HLA-DMB|HLA-DPA1|HLA-DMA|HLA-DRA	LIHC
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.150627615	0.405326877	0.164405756	-0.450383915	-1.295923873	25	HLA-DQA2|FAS|HLA-DMB|CD86|HLA-DPA1|HLA-DMA|HLA-F	LIHC
KEGG	KEGG_AXON_GUIDANCE	0.000679837	0.007024987	0.477270815	0.492703169	1.790052595	79	SEMA5A|SEMA3F|NTN4|EPHA2|NRP1|SEMA3D|EFNB2|ROBO1|SEMA3G|SEMA6A|PLXNB3|ABLIM2|CXCL12|SEMA6C|ABLIM3|SEMA4D|SEMA4C|LIMK1|EPHB4|SRGAP1|GNAI1|CFL1	LIHC
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.471028037	0.775320486	0.078711381	0.351011594	0.995447151	23	GLI3|TCF7L1|SMO|APC2	LIHC
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.892241379	1	0.054343439	-0.236999581	-0.706208918	29	GTF2E2|GTF2B|TAF4B|TAF9B|GTF2A2|TBP|TAF2|GTF2F2|GTF2I|GTF2H1|TAF7|GTF2H3|TAF12|TAF13|GTF2E1	LIHC
KEGG	KEGG_BASE_EXCISION_REPAIR	0.880819367	1	0.048214971	0.235819926	0.721427496	32	FEN1|NTHL1|POLE|LIG3|OGG1|PARP1|PCNA|PARP3|APEX2|SMUG1|POLE3|POLD2|POLD4|PARP4|UNG|POLD1	LIHC
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.056818182	0.24018595	0.261663522	0.568444008	1.480665794	16	DPYS|ALDH7A1|ABAT|ALDH1B1	LIHC
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.809885932	0.997607836	0.053021251	0.286527273	0.757202538	17	ACOT7|ACOX1|SCD|FADS2|HSD17B12|ACOX3	LIHC
KEGG	KEGG_BLADDER_CANCER	0.023647654	0.122179546	0.352487858	-0.495803298	-1.552463105	38	CXCL8|VEGFA|MMP9|CDH1	LIHC
KEGG	KEGG_BUTANOATE_METABOLISM	0.091603053	0.330073881	0.204294757	0.477957938	1.381180036	25	ACSM2A|ALDH7A1|ABAT|BDH2|ALDH1B1|ACSM3|ACAT1|HADH|AACS|HMGCL|ACADS|ALDH9A1|BDH1|ALDH3A2|ECHS1	LIHC
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.000554518	0.006643633	0.477270815	-0.521440908	-1.846432129	69	FOS|JUN|NFKBIA|LILRB3|IFITM1|CD79A|FCGR2B|CD19|NFKBIE|PIK3R5|DAPP1|PPP3CC|PIK3R1|MALT1|VAV3	LIHC
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.100185529	0.351594497	0.19189224	0.338196541	1.254556417	89	NOS1|RYR2|GNA11|GRIN2A|PLCE1|CACNA1I|NOS3|RYR1|PLCD3|ATP2A3|SLC8A3|TNNC2|OXTR|P2RX7|ERBB2|SPHK2|PLCB1|PDGFRB|SPHK1|P2RX1|CACNA1F|PLCB3|CALM3|PRKCB|SLC25A4|ATP2A2|ADORA2B|ITPR2|ITPR1|GNAS|PRKX|PLCD4|TBXA2R|GNA15|CAMK2G|PLCB4|PTK2B	LIHC
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.073800738	0.301870676	0.224966094	0.409007088	1.350744908	46	RYR2|MYH6|COX7A1|CACNB3|SLC9A1|TPM1|TPM4|TPM2|ATP1B1|ATP1B2|CACNA1F|UQCRHL|ATP2A2|COX8A	LIHC
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.015154162	0.082902178	0.380730401	-0.425753078	-1.518496905	74	ICAM1|HLA-DQA2|VCAN|CD8B|SELL|CD8A|CDH1|ITGB2|PTPRC|CD2|ICAM3|PDCD1|HLA-DMB|ITGB7|MPZL1|SELPLG|CD6|ITGA4|CLDN15|CD86|NLGN1	LIHC
KEGG	KEGG_CELL_CYCLE	0.988679245	1	0.043537824	0.170915131	0.654840303	115	TGFB3|CCND1|CDC6|CDC45|ANAPC5|WEE1|YWHAG|MAD2L1|CCNB2|CDKN1C|CCND3|TGFB1|E2F5|ABL1|ORC1|MCM2|MCM3|ANAPC2|CDC23|ESPL1|CDC14B|MCM4|CDC7|PCNA|ANAPC11|YWHAQ|YWHAH|CDKN2D|CDKN1A|CCNA2|CCNE1|BUB1|PLK1|ANAPC1|HDAC1|CDKN2C|MCM7	LIHC
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.003064338	0.024781166	0.431707696	-0.40380948	-1.56930624	129	CXCL8|CXCR4|CXCL1|NFKBIA|CXCR1|CCL3L3|CCR1|CCR7|CXCR2	LIHC
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.990530303	1	0.043625124	0.185367162	0.655049419	68	TGFB3|CCND1|MECOM|SHC1|IKBKG|SHC2|PIK3CG|ARAF|TGFB1|ABL1|BCR|RAF1|AKT2|MAPK3|CDKN1A|STAT5B|AKT1|PTPN11|MAP2K1|HDAC1	LIHC
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.150627615	0.405326877	0.164405756	-0.573088637	-1.354473364	11	PER1|BHLHE40|NR1D1|CRY2	LIHC
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.188081937	0.44850308	0.136490438	0.419254898	1.246010775	27	ACO1|SUCLA2|MDH2|IDH1|SDHC|IDH2|DLST|IDH3A|OGDH|FH|ACLY|PC|PCK2|SDHA|PDHA1|SUCLG1	LIHC
KEGG	KEGG_COLORECTAL_CANCER	0.267818575	0.552640203	0.121543282	-0.331626777	-1.117821421	58	FOS|JUN|LEF1|TCF7|RALGDS|TGFBR1|PIK3R5	LIHC
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.109057301	0.356530214	0.183023938	0.418726084	1.316936283	35	FGG|FGB|FGA|VWF|CFI|CFH|C3|MASP1|A2M|PLAT|F8|C1QC	LIHC
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.952890792	1	0.051011413	-0.219798727	-0.616612931	23	CTH|LDHB|ENOPH1|DNMT3A|AMD1|LDHA|MAT2B|DNMT1|SMS	LIHC
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	2.24E-11	2.08E-09	0.863415392	-0.627493471	-2.424490275	116	CXCL8|OSM|CXCR4|CXCL1|TNFRSF25|IL1R2|CSF3R|VEGFA|TNFRSF1B|IL1RAP|CXCR1|FAS|IL7R|TNFRSF10C|CSF2RB|CCL3L3|IL2RG|RELT|CCR1|CCR7|TNFSF8|IL13RA1|CXCR2|IL4R|CD27|IFNGR2|IL10RB|TNFRSF1A|IFNAR1|GHR|CSF1|TNFRSF13C|LTB|KITLG|TNFSF13B|IL6R|CSF2RA|LTBR|IL15RA|TGFBR1	LIHC
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.677419355	0.9	0.067362387	-0.275994049	-0.864194692	38	NFKBIA|POLR3G|IL1B|POLR3F|POLR3B|CCL4L2|POLR3D|IRF7|POLR3C|POLR1D|IRF3|RELA|NFKBIB|PYCARD|POLR1C|CASP1	LIHC
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.010722682	0.064336094	0.380730401	0.488528173	1.62430137	48	RYR2|TGFB3|MYH6|ITGA2B|ITGB4|ITGB3|ITGB5|CACNB3|ACTB|TPM1|ITGA9|LAMA2|TPM4|TPM2|ACTG1|ITGB1|CACNA1F|TGFB1|ITGAV|ATP2A2|ITGA3|ADCY6|GNAS|PRKX|DAG1|CACNA2D3|EMD|LMNA|CACNB1|ADCY3|ITGA6	LIHC
KEGG	KEGG_DNA_REPLICATION	0.685767098	0.904628938	0.059476029	0.275174466	0.865451791	35	FEN1|POLE|RNASEH2A|MCM2|MCM3|MCM4|PCNA|RNASEH2C|MCM7|POLA2|RFC5|POLA1|POLE3|POLD2|POLD4	LIHC
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.800420168	0.997607836	0.058221624	-0.279431963	-0.741563213	17	NOTCH1|ETV7|ETS1|NOTCH2	LIHC
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	3.55E-05	0.000824791	0.557332239	0.727100929	2.078660851	24	CYP2E1|AOX1|GSTA1|ADH1B|FMO2|MAOB|GSTM1|UGT2B11|FMO5|MAOA|GSTM3|GSTM4|GSTO1|GSTM2	LIHC
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.108411215	0.356530214	0.184706471	0.475135482	1.347454811	23	DPYS|TK1|UGT2B11|UCK1|UMPS	LIHC
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	1.22E-07	7.59E-06	0.690132459	0.685118787	2.29588638	50	COL1A1|COL5A1|LAMA3|LAMB2|HSPG2|VWF|COL3A1|FN1|COL4A1|LAMB1|SDC3|COL6A3|COL4A2|GP5|COL6A1|ITGA2B|ITGB4|LAMA4|ITGB3|ITGB5|SDC4|GP9|THBS1|ITGA9|LAMA2	LIHC
KEGG	KEGG_ENDOCYTOSIS	0.853479853	1	0.048897077	0.209036703	0.834232782	155	ASAP3|RET|CLTCL1|DNM1|HLA-A|EHD2|KDR|FLT1|PARD6A|HLA-E|EHD3|AP2S1|ARAP3|VPS4A|PIP4K2B|GRK5|RAB11B|PSD3|AP2M1|AGAP1|EPN2|GIT1|HLA-C|EGF|SRC|CHMP6|CLTB|SH3GLB2|EPN1|HSPA1L|ARFGAP2|ACAP3|PLD1|RAB11FIP3|ARRB1|EHD1|IQSEC2|RAB5B	LIHC
KEGG	KEGG_ENDOMETRIAL_CANCER	0.745689655	0.956539834	0.062800398	-0.25539424	-0.832905884	47	LEF1|TCF7|CTNNA3|CDH1|PIK3R5|FOXO3|PIK3R1|MYC	LIHC
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.000607214	0.006643633	0.477270815	-0.551911862	-1.846289059	54	CXCL8|CXCL1|JUN|NFKBIA|CXCR1|CXCR2|TCIRG1	LIHC
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.128421053	0.400862069	0.179782316	-0.355397679	-1.25534757	67	AREG|JUN|NRG1|CDKN1B|EREG|PIK3R5|GAB1|PIK3R1|MYC	LIHC
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.264705882	0.552640203	0.120433372	-0.442776966	-1.17505208	17	LPCAT2|PLA2G7|CHPT1|PLA2G6|LPCAT4|PLA2G4A|PAFAH1B3	LIHC
KEGG	KEGG_FATTY_ACID_METABOLISM	0.225865209	0.531783911	0.121543282	0.385598293	1.185055004	31	ADH1B|ACADVL|ALDH7A1|ALDH1B1|ACOX1|ACAT1|HADH|ACOX3|ACAA2|CPT1A|ACADS|ALDH9A1|ALDH3A2|ECHS1|ACSL4	LIHC
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	1	1	0.041992622	0.147852467	0.502108537	55	MAPK12|FCER1G|MAPK11|PIK3CG|PRKCB|PLA2G12A|VAV2|RAF1|AKT2|MAPK3|SYK|AKT1|MAP2K1|PLCG2|FYN|GRB2|HRAS|PIK3CA|BTK|MAPK1|INPP5D	LIHC
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.659259259	0.887017659	0.061436411	0.244316577	0.903317886	83	ASAP3|PLPP3|DNM1|MYO10|LIMK1|CFL1|PIP4K2B|WASL|SPHK2|PIK3CG|SPHK1|PLPP1|PRKCB|ARPC4|VAV2|GSN|ARPC1B|PLD1|RAF1|AKT2|CFL2|MAPK3|SYK|AKT1|PLD2|PIP5K1C|WASF3|MAP2K1	LIHC
KEGG	KEGG_FOCAL_ADHESION	1.40E-06	6.50E-05	0.643551836	0.495631489	1.961055457	143	COL1A1|COL5A1|LAMA3|LAMB2|VWF|BCAR1|COL3A1|FN1|FLT4|COL4A1|LAMB1|COL6A3|PARVA|CCND1|COL4A2|COL6A1|ITGA2B|MYL9|ITGB4|LAMA4|FLNA|KDR|ITGB3|FLT1|TLN1|ITGB5|PARVB|ACTB|FLNC|THBS1|SHC1|ITGA9|DIAPH1|VCL|LAMA2|SHC2|ACTG1|VEGFC|ERBB2|TLN2|ITGB1|PDGFRB|PIK3CG|PDGFD|ARHGAP35|CCND3|ACTN4|ACTN1|CTNNB1|ITGAV|COL1A2|ZYX|PRKCB|EGF	LIHC
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.074656189	0.301870676	0.23112671	-0.686063218	-1.455203509	7	ALPL	LIHC
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.266666667	0.552640203	0.111462667	0.389258529	1.165699522	28	ALDOB|PFKM|ALDOA|AKR1B1|PFKL|HK3|TPI1|PHPT1|GMPPB|ALDOC|MTMR2|HK1|FPGT	LIHC
KEGG	KEGG_GALACTOSE_METABOLISM	0.788209607	0.997326441	0.060771945	-0.276020614	-0.762232314	21	MGAM|GAA	LIHC
KEGG	KEGG_GAP_JUNCTION	0.048780488	0.216027875	0.28201335	0.40113329	1.392133773	62	TJP1|TUBB6|GNA11|TUBB4B|GJA1|TUBA1B|GNAI1|TUBA1C|PLCB1|PDGFRB|PDGFD|PRKG2|TUBB|PLCB3|PRKCB|EGF|SRC|ITPR2|ADCY6|ITPR1|GNAS|TUBB1|RAF1|PDGFA|PRKX|MAPK3	LIHC
KEGG	KEGG_GLIOMA	0.382462687	0.690660774	0.089986079	0.311378826	1.046935375	51	CCND1|SHC1|SHC2|PDGFRB|PIK3CG|ARAF|CALM3|PRKCB|EGF|RAF1|PDGFA|AKT2|MTOR|MAPK3|CDKN1A|AKT1|CAMK2G|IGF1R|MAP2K1|PLCG2|GRB2|TP53|HRAS|PIK3CA|MAPK1	LIHC
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.702247191	0.919844912	0.058969447	0.274234978	0.862851552	36	GSTA1|GSTM1|GPX3|GPX1|GSTM3|GSS|G6PD|GSTM4|GSTO1|GSTM2|PGD	LIHC
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.40037594	0.716056969	0.087831263	0.328290633	1.03600648	37	PLPP3|LPL|ALDH7A1|MGLL|CEL|AGPAT1|TKFC|ALDH1B1|GLYCTK|AKR1B1|PLPP1	LIHC
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.145021645	0.405326877	0.170932335	-0.370804703	-1.240438399	54	MBOAT7|LPCAT2|GPAT3|CHPT1|ACHE|ADPRM|LCLAT1|CHKA|PLA2G6|MBOAT2|DGKA|LPCAT4|CRLS1|AGPAT2|LPGAT1|PLA2G4A|DGKE	LIHC
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.078066914	0.308945662	0.219250347	0.53061436	1.418222908	18	PHGDH|MAOB|PSPH|PIPOX|GAMT|GATM|MAOA|GLYCTK	LIHC
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.004899735	0.036454026	0.407017919	0.533522214	1.73437531	41	ADH1B|ENO2|ALDOB|ALDH7A1|PKM|GPI|PFKM|PGM1|ALDOA|ALDH1B1|GAPDH|PFKL|PGAM1|HK3|PGK1|TPI1|ENO3|ALDOC	LIHC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.168067227	0.42891262	0.155241966	-0.489828389	-1.299918269	17	CHST11|CHST7|CHST15|B3GAT1|CHSY1|CHPF2|CSGALNACT2|CSGALNACT1	LIHC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.582524272	0.866702742	0.069779252	0.358304312	0.919151656	15	XYLT2|HS2ST1|HS6ST1|NDST1|EXT2	LIHC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.254826255	0.552640203	0.117249717	0.509603861	1.202030967	10	B4GALT2|ST3GAL3|CHST2|B4GALT4	LIHC
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.318565401	0.62993135	0.108394256	-0.425686653	-1.107893219	16	SGSH|GALNS|HEXB	LIHC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.45661157	0.774774775	0.085784441	-0.432096331	-0.999163807	10	HEXB|GLB1|ST3GAL5|SLC33A1|ST3GAL2	LIHC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.564612326	0.860802399	0.072535186	0.417833585	0.911153218	8	A4GALT|GLA|HEXA	LIHC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.28030303	0.566699605	0.109684062	0.477998324	1.175105893	12	B4GALT2|ST3GAL3|FUT7|B4GALT4|FUT4|ABO|ST3GAL4	LIHC
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.652573529	0.887017659	0.061570676	0.314596849	0.874743025	21	PIGM|GPAA1|GPLD1|PIGH|DPM2|PIGQ|PIGS	LIHC
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.151340996	0.405326877	0.156312403	0.520598118	1.307578947	13	ACO1|GLYCTK|MTHFD1L|MDH2|MTHFD1	LIHC
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.960151803	1	0.045134422	0.192314527	0.678062212	66	GNA11|MAPK12|MAPK11|PLCB1|CACNA1F|PLCB3|CALM3|PRKCB|SRC|PLA2G12A|ITPR2|ADCY6|ITPR1|PLD1|GNAS|RAF1|PRKX|MAPK3|PLD2|CAMK2G|PLCB4|PTK2B|MAP2K1|ADCY3|ATF4	LIHC
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.081589958	0.316161088	0.227987203	-0.494754641	-1.423595135	25	HLA-DQA2|FAS|HLA-DMB|CD86|HLA-DPA1|IL1B|HLA-DMA|HLA-F|HLA-DRA	LIHC
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.562730627	0.860802399	0.068956735	0.340571601	0.924618632	19	GLI3|SMO|BMP8B|FBXW11|PRKX	LIHC
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	4.87E-06	0.000181187	0.610526878	-0.606989156	-2.102968369	63	IL1R2|CSF3R|CD8B|ANPEP|CD3E|IL7R|CD3D|CD8A|CD3G|MME|CD7|CD5|FCGR1A|IL4R|CD44|CD2|CD14|CD19|CSF1|ITGA4|KITLG|IL6R|CSF2RA|MS4A1|GYPA	LIHC
KEGG	KEGG_HISTIDINE_METABOLISM	0.58365019	0.866702742	0.068632563	0.351227	0.928183809	17	ALDH7A1|MAOB|MAOA|ALDH1B1	LIHC
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.932481752	1	0.04468544	0.228934195	0.644186423	22	XRCC2|RAD51|RAD51D|RAD51B|POLD2|POLD4|RAD50|POLD1	LIHC
KEGG	KEGG_HUNTINGTONS_DISEASE	0.230627306	0.536208487	0.120985142	0.281386869	1.110599967	140	CLTCL1|PPARG|COX7A1|DNAH2|DLG4|TGM2|POLR2E|GPX1|POLR2G|AP2S1|NDUFA4|DNAL4|CASP9|PLCB1|HTT|AP2M1|NRF1|DCTN2|CREB3L4|PLCB3|UQCRHL|DCTN1|SLC25A4|COX8A|CLTB|ITPR1|DNAL1|NDUFS2|NDUFC1|SDHC|COX6A1|SOD2|CYCS|PLCB4|CLTC|POLR2I|HDAC1	LIHC
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.007484871	0.048006413	0.407017919	0.507393164	1.675664682	46	RYR2|TGFB3|MYH6|ITGA2B|ITGB4|ITGB3|ITGB5|CACNB3|ACTB|TPM1|ITGA9|LAMA2|TPM4|ACE|TPM2|ACTG1|ITGB1|CACNA1F|TGFB1|ITGAV|ATP2A2|ITGA3	LIHC
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.092278719	0.330073881	0.202071709	0.393560704	1.30990858	49	PLCE1|PLCD3|ALDH6A1|PIP4K2B|PLCB1|PIK3C2B|PIK3CG|CDIPT|OCRL|PLCB3|INPP5K|PI4KA|TPI1|INPPL1|PLCD4|INPP1|PIP5K1C|PLCB4|INPP4B	LIHC
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.991416309	1	0.049291766	-0.166501812	-0.637851459	112	SOCS3|PDE3B|SREBF1|MKNK2|IRS2|RPS6|IRS1|PYGM|PIK3R5|PPP1R3B|PIK3R1|PRKCZ	LIHC
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.000972523	0.009044463	0.477270815	-0.627983008	-1.846278527	28	CXCR4|HLA-DQA2|HLA-DMB|ITGB7|TNFRSF13C|ITGA4|TNFSF13B|LTBR|CD86|IL15RA|HLA-DPA1|HLA-DMA|IL15	LIHC
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.00288161	0.024781166	0.431707696	-0.445524161	-1.618616175	81	OSM|CSF3R|SOCS3|IL7R|CSF2RB|IL2RG|IL13RA1|IL4R|IFNGR2|IL10RB|IFNAR1|GHR|IL6R|CSF2RA|IL15RA|PIK3R5|PIAS1|IL12RB1|PIK3R1|IL15|MYC|IL10RA|IFNAR2	LIHC
KEGG	KEGG_LEISHMANIA_INFECTION	0.000189001	0.002704172	0.518848078	-0.561859905	-1.929285728	61	FOS|HLA-DQA2|JUN|NFKBIA|PTGS2|FCGR3B|FCGR1A|TLR2|ITGB2|IFNGR2|CYBA|HLA-DMB|ITGA4|HLA-DPA1|NCF2|NCF4|IL1B|HLA-DMA	LIHC
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.33974359	0.631923077	0.105125132	-0.289232187	-1.051336813	82	ICAM1|CXCR4|MMP9|CTNNA3|ITGB2|EZR|CYBA|CYBB|ITGA4|ITK|CLDN15|PIK3R5|MYL12A|NCF2|NCF4	LIHC
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.634241245	0.887017659	0.06568136	0.376303027	0.852648017	9	ALDH7A1|ALDH1B1|ALDH9A1|ALDH3A2|ECHS1	LIHC
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.25708502	0.552640203	0.119887845	0.630994812	1.224068257	5	CYP2E1|ALOX15|PLA2G12A	LIHC
KEGG	KEGG_LONG_TERM_DEPRESSION	0.011977437	0.069618852	0.380730401	0.511778728	1.67791232	42	NOS1|GNA11|RYR1|GNA12|GNAZ|GNAI1|PLCB1|ARAF|GNAO1|PRKG2|PLCB3|PRKCB|PLA2G12A|ITPR2|ITPR1|GNAS|RAF1|MAPK3|PLCB4|IGF1R|MAP2K1|PPP2CB|GNA13	LIHC
KEGG	KEGG_LONG_TERM_POTENTIATION	0.504708098	0.816310489	0.075501529	0.289817534	0.964614788	49	RAPGEF3|GRIN2A|RPS6KA2|PLCB1|ARAF|PLCB3|CALM3|PRKCB|ITPR2|ITPR1|RAF1|PRKX|MAPK3|CAMK2G|PLCB4|MAP2K1|GRIN2D|ATF4|PPP1CA	LIHC
KEGG	KEGG_LYSINE_DEGRADATION	0.614963504	0.887017659	0.064070375	0.279062703	0.907177714	41	ALDH7A1|PIPOX|PLOD1|AASS|ALDH1B1|NSD2|ACAT1|SETD7|HADH|SETMAR|EHMT1|DLST|OGDH|ALDH9A1|TMLHE|ALDH3A2|ECHS1	LIHC
KEGG	KEGG_LYSOSOME	0.087336245	0.32489083	0.224966094	-0.339979121	-1.285046601	106	SLC11A1|SGSH|GAA|GM2A|GALNS|CTSS|HEXB|LAPTM4A|IGF2R|PPT1|DNASE2|MCOLN1|TCIRG1|ATP6V0B|CTSO|CTSH|CTSZ|MANBA|SCARB2|FUCA1|GALC|AGA	LIHC
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.009000511	0.055803169	0.380730401	-0.342994005	-1.417181564	188	FOS|IL1R2|DUSP1|JUN|DDIT3|GADD45B|DUSP2|FAS|NTRK1|DUSP8|DUSP4|JUND|DUSP10|CD14|RELB|TNFRSF1A|RASGRP1|MKNK2|MAP3K12|CACNA1D|TGFBR1|MAP4K3|PLA2G6|NR4A1|CACNA2D4|PPP3CC|IL1B|MAP2K5|RASA2|MYC	LIHC
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.332653061	0.631043257	0.103576327	0.680496674	1.160672933	3	NR5A2|HHEX|HES1	LIHC
KEGG	KEGG_MELANOGENESIS	0.977859779	1	0.04301732	0.192607868	0.654098349	55	TCF7L1|GNAI1|PLCB1|GNAO1|CREB3L4|CTNNB1|PLCB3|CALM3|DVL1|PRKCB|ADCY6|GNAS|RAF1|PRKX|MAPK3|CAMK2G|PLCB4|MAP2K1|ADCY3	LIHC
KEGG	KEGG_MELANOMA	0.837037037	1	0.050294806	0.238490824	0.782024264	44	CCND1|PDGFRB|PIK3CG|PDGFD|ARAF|FGF2|EGF|RAF1|PDGFA|AKT2|MAPK3|CDKN1A|AKT1|FGFR1|IGF1R|MAP2K1	LIHC
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.000951082	0.009044463	0.477270815	0.67157394	1.904542116	23	CYP2E1|GSTA1|ADH1B|AKR1C1|GSTM1|AKR1C3|UGT2B11|GSTM3|EPHX1|GSTM4|GSTO1|GSTM2	LIHC
KEGG	KEGG_MISMATCH_REPAIR	0.960352423	1	0.051951248	-0.216843386	-0.601788931	22	EXO1|MSH3|SSBP1|LIG1|RFC3|RFC4|MLH1|RFC1|RPA3|RPA2|RFC2|MSH2|RPA1|POLD3|MLH3|POLD1|POLD4|PMS2|POLD2|RFC5|MSH6|PCNA	LIHC
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.325221239	0.63011615	0.110122264	-0.343270803	-1.09407534	42	VEGFA|DDIT4|RPS6|PIK3R5|HIF1A|PIK3R1	LIHC
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.018943905	0.100673323	0.352487858	-0.397975414	-1.452250441	87	ICAM1|FCGR3B|FAS|TNFRSF10C|ITGB2|IFNGR2|TYROBP|IFNAR1|CD247|CD48|LCK|PIK3R5|PPP3CC|PIK3R1|NCR3|ITGAL|IFNAR2|VAV3|TNFRSF10B	LIHC
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.033304827	0.151090189	0.321775918	-0.403093041	-1.425552655	68	C5AR1|FPR2|FPR1|P2RY13|C3AR1|LPAR1|P2RY8|LTB4R|PTGER4|CYSLTR1|HRH2|PTAFR|P2RY10|GHR|LPAR2|S1PR4|P2RX4|CNR2|VIPR1|LPAR6|TRHR	LIHC
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.32173913	0.62993135	0.109684062	-0.282294095	-1.068013088	107	JUN|NFKBIA|CAMK4|NTRK1|RIPK2|IRS2|NFKBIE|IRS1|PIK3R5|FOXO3|GAB1|MAP2K5|PIK3R1	LIHC
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.533613445	0.834051268	0.078295525	-0.354763804	-0.94148065	17	BST1|NAMPT|NMRK1|NT5C3A	LIHC
KEGG	KEGG_NITROGEN_METABOLISM	0.14978903	0.405326877	0.165656695	-0.560495888	-1.340824371	12	CA4|CTH|CA1|GLUL|GLS	LIHC
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	7.48E-05	0.001264602	0.538434096	-0.595285975	-1.991386775	54	CXCL8|CXCL1|NFKBIA|TNFAIP3|NAIP|RIPK2|NLRP3	LIHC
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.970711297	1	0.049093967	-0.226892238	-0.536251241	11	POLM	LIHC
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.981412639	1	0.0431902	0.195072898	0.644846462	47	CCND1|ERBB2|CASP9|PIK3CG|ARAF|PRKCB|EGF|RAF1|AKT2|MAPK3|AKT1|MAP2K1|PLCG2|GRB2|TP53|HRAS|PIK3CA|MAPK1	LIHC
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.625912409	0.887017659	0.063219117	0.276916031	0.900199308	41	NOTCH3|JAG2|JAG1|NOTCH4|MFNG|DTX4|RFNG|MAML3|RBPJ|DVL1|DTX1	LIHC
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.962555066	1	0.051845762	-0.201178937	-0.640551021	41	CDK7|RBX1|POLE2|RAD23A|CUL4A|LIG1|CCNH|MNAT1|POLE4|RFC3|GTF2H5|GTF2H1|RFC4|XPC|GTF2H3|XPA|RFC1|RAD23B|DDB2|ERCC8	LIHC
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.876651982	1	0.056176659	-0.226211221	-0.720253474	41	MAN1C1|MGAT4A|ALG5|ALG11|MGAT1|B4GALT1|ALG6|MGAT3|DPAGT1|ALG8|B4GALT3	LIHC
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.930379747	1	0.051426492	-0.234661378	-0.610730327	16	OR2B6|ARRB2|CAMK2D|CALM2|PRKG1	LIHC
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.798113208	0.997607836	0.053347785	0.291314006	0.745235214	14	TYMS|MTHFD1L|SHMT1|MTHFD1|DHFR|GART	LIHC
KEGG	KEGG_OOCYTE_MEIOSIS	0.914972274	1	0.046137916	0.202537864	0.750927994	86	RPS6KA2|MAPK12|STAG3|ANAPC5|YWHAG|MAD2L1|CCNB2|CALM3|ANAPC2|CDC23|ESPL1|ITPR2|ADCY6|ITPR1|FBXW11|ANAPC11|PRKX|YWHAQ|YWHAH|MAPK3|CAMK2G|CCNE1|BUB1|PLK1|IGF1R|MAP2K1|ANAPC1|FBXO5|ADCY3|PPP2CB|PPP1CA	LIHC
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.152542373	0.405326877	0.164405756	-0.534524045	-1.335165454	14	HEXB|MAN2B2|MANBA|FUCA1|AGA|GLB1|NEU1	LIHC
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	1	1	0.042161943	0.111316726	0.414364025	93	COX7A1|NDUFA4|ATP6AP1|ATP6V1F|COX17|ATP6V0E1|NDUFA11|UQCRHL|COX8A|ATP6V1E1|ATP6V1A|NDUFS2|NDUFC1|SDHC|COX6A1|NDUFB8|ATP6V0D1|UQCR10|NDUFB6|ATP6V0A2|NDUFB4|UQCRH|NDUFS5|MT-CYB|MT-ND3|NDUFA8|ATP6V1G1|COX11|ATP6V1B2|SDHA|NDUFS3|NDUFA2|MT-ND4L|MT-ND6	LIHC
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.662878788	0.887017659	0.062249043	0.330737501	0.861495059	16	GALNT15|GALNT10|GCNT1|GALNT12	LIHC
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.308695652	0.617391304	0.112378519	-0.321366908	-1.080439943	55	GADD45B|FAS|PMAIP1|SERPINE1|CCNE2|SESN2|BBC3|ATM|TNFRSF10B|SESN3|MDM4|PTEN	LIHC
KEGG	KEGG_PANCREATIC_CANCER	1	1	0.042246819	0.164972716	0.574422836	63	TGFB3|CCND1|IKBKG|VEGFC|ERBB2|CASP9|PIK3CG|ARAF|TGFB1|RAD51|EGF|PLD1|RAF1|AKT2|MAPK3|AKT1	LIHC
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.643459916	0.887017659	0.068956735	-0.356203245	-0.852113285	12	VNN2|PPCDC	LIHC
KEGG	KEGG_PARKINSONS_DISEASE	1	1	0.042246819	0.122349228	0.455923994	96	COX7A1|NDUFA4|PRKN|CASP9|UBA7|UQCRHL|UBA1|SLC25A4|COX8A|PARK7|NDUFS2|NDUFC1|HTRA2|SDHC|COX6A1|CYCS	LIHC
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.418047882	0.726700057	0.084314432	0.309689379	1.020722458	45	TUBB6|KRT18|TUBB4B|ACTB|TUBA1B|ACTG1|TUBA1C|WASL|ITGB1|CTTN|TUBB|CTNNB1|ABL1|ARPC4|ARPC1B|TUBB1|YWHAQ|NCK2|RHOA	LIHC
KEGG	KEGG_PATHWAYS_IN_CANCER	0.025049778	0.123230487	0.352487858	-0.303634894	-1.278247795	237	CXCL8|FOS|CSF3R|VEGFA|JUN|NFKBIA|PTGS2|FAS|MMP9|LEF1|NTRK1|TCF7|PTCH1|CTNNA3|CDH1|CDKN1B|LAMB3|RALGDS|AR|CCNE2|FZD5|KITLG|CSF2RA|SPI1|TGFBR1|PIK3R5	LIHC
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.237354086	0.538388536	0.12267919	0.549781292	1.245724576	9	UGT2B11|AKR1B1|UGDH|RPE|CRYL1|DCXR	LIHC
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.031550948	0.146711907	0.321775918	0.560945108	1.578415242	22	ALDOB|GPI|PFKM|PGM1|ALDOA|G6PD|TKTL1|PFKL|TALDO1|PGD	LIHC
KEGG	KEGG_PEROXISOME	0.103189493	0.355430477	0.190023305	0.371634307	1.289298472	61	DECR2|CRAT|PAOX|PIPOX|PEX11B|NUDT19|PRDX5|PEX6|ACOX1|PEX5|PEX10|HSD17B4|MPV17|PMVK|ACOX3|PEX26|FAR2|FAR1|IDH1|ABCD1|IDH2|MVK|SOD2|HMGCL|PEX13|ECH1|PRDX1|CROT|GSTK1|SCP2|SLC25A17|ACSL4	LIHC
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.003022254	0.024781166	0.431707696	0.829516577	1.808894081	8	HPD|PAH|MAOB|PRDX6|MAOA	LIHC
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.260707635	0.552640203	0.113312908	0.321180477	1.12491009	64	PLCE1|PLCD3|PIP4K2B|PLCB1|PIK3C2B|PIK3CG|CDIPT|OCRL|PLCB3|CALM3|DGKG|PRKCB|INPP5K|PI4KA|DGKZ|ITPR2|INPPL1|ITPR1|DGKD|PLCD4|INPP1|PIP5K1C|PLCB4|INPP4B	LIHC
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.984581498	1	0.050805414	-0.192848596	-0.535198016	22	ALAS2|HMBS|FECH	LIHC
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	7.48E-06	0.000231852	0.610526878	0.66810049	2.143575991	40	MMP1|APOA2|APOC3|FABP3|FABP4|LPL|PPARG|SORBS1|ME1|SLC27A5|PLTP|SLC27A4|FABP5|ACOX1|SCD|FADS2	LIHC
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.849710983	1	0.051426492	-0.362527906	-0.661224536	4	CYP27A1	LIHC
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	1.36E-05	0.000360173	0.593325476	-0.72565296	-2.133429503	28	CD8B|CD3E|IL7R|CD3D|CD8A|IL2RG|PTPRC|CD79A|CD19|TAP1|TNFRSF13C|LCK	LIHC
KEGG	KEGG_PRION_DISEASES	0.186192469	0.44850308	0.146416238	-0.431247123	-1.240860126	25	EGR1|HSPA5|NOTCH1|IL1B|NCAM1	LIHC
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.907020873	1	0.04773424	0.209419519	0.738370959	66	RPS6KA2|MAPK12|ANAPC5|GNAI1|MAD2L1|MAPK11|PIK3CG|CCNB2|ARAF|ANAPC2|CDC23|ADCY6|RAF1|AKT2|ANAPC11|PRKX|MAPK3|AKT1|CCNA2|BUB1|PLK1|IGF1R|MAP2K1|ANAPC1|ADCY3	LIHC
KEGG	KEGG_PROPANOATE_METABOLISM	0.618249534	0.887017659	0.064794337	0.301398444	0.895745548	27	ALDH7A1|ABAT|ALDH6A1|ALDH1B1|ACAT1|SUCLA2|ACACA|PCCB|ACSS1|ALDH9A1|ALDH3A2|ECHS1|ACACB	LIHC
KEGG	KEGG_PROSTATE_CANCER	0.52	0.826666667	0.079770592	-0.268243039	-0.958720891	76	NFKBIA|LEF1|TCF7|CREB5|CDKN1B|AR|CCNE2	LIHC
KEGG	KEGG_PROTEASOME	0.833333333	1	0.050498304	0.240142745	0.76880684	39	PSMD2|PSMB5|PSMC5|PSMA6|PSMF1|PSMB6|PSMD6|PSMD1|PSMD11|PSMD13|PSMC4|PSMC2|PSMD3|PSMA7|SEM1|POMP|PSMB4|PSMD12|PSMB8|PSMA3|PSMA5|PSMB7|PSMC1|PSMB2|PSMC6|PSMD4|PSME3|PSMD14|PSMC3|PSMA4|PSME2|PSME1|PSME4|PSMB9|PSMB1|PSMD8|PSMB10|PSMD7|PSMB3	LIHC
KEGG	KEGG_PROTEIN_EXPORT	0.136563877	0.403188588	0.178219875	-0.472761445	-1.312018824	22	HSPA5|SEC11C|SRPRB|IMMP2L|SPCS2|SEC62|OXA1L|SEC63|SEC11A	LIHC
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.458333333	0.774774775	0.086034724	-0.402290961	-0.98676064	13	CA4|ATP1A3	LIHC
KEGG	KEGG_PURINE_METABOLISM	0.859519409	1	0.048995409	0.213058274	0.811818157	111	NPR1|NME4|PDE10A|PAPSS2|PDE8B|PKM|PFAS|NT5M|POLR2E|POLR2G|ENTPD6|PAPSS1|POLR1B|NUDT2|PDE2A|POLE|DGUOK|POLR3A|PNP|POLR3K	LIHC
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.531481481	0.834051268	0.072003314	0.25858736	0.956081617	83	NME4|DPYS|TK1|TYMS|NT5M|POLR2E|POLR2G|UCK1|UMPS|ENTPD6|POLR1B|NUDT2|POLE|POLR3A|PNP|POLR3K|CAD|AK3|ENTPD4	LIHC
KEGG	KEGG_PYRUVATE_METABOLISM	0.348230912	0.641296532	0.095287985	0.34996585	1.070626181	32	ALDH7A1|ME1|PKM|LDHD|ALDH1B1|AKR1B1|ACAT1	LIHC
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.006342095	0.043883229	0.407017919	0.36768899	1.457767448	146	MYH14|BCAR1|IQGAP3|FN1|ENAH|ITGA2B|MYL9|ITGB4|ITGB3|GNA12|ITGB5|APC2|SLC9A1|MYH9|SSH1|ACTB|RRAS|CYFIP1|LIMK1|ITGA9|DIAPH1|CFL1|VCL|ACTG1|PIP4K2B|WASL|ITGB1|PDGFRB|MYH10|PIK3CG|PDGFD|ARAF|ARHGAP35|ACTN4|ACTN1|FGF2|GIT1|ITGAV|EGF|ARPC4|VAV2|GSN|ABI2|ITGA3|SSH3|ARPC1B|MSN|RAF1|CSK|PDGFA|CFL2|ITGAE	LIHC
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.981092437	1	0.04879897	-0.175322086	-0.465273935	17	GABARAPL1|PIK3C3|ATG4C|ATG3	LIHC
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.416846652	0.726700057	0.093444922	-0.302305275	-1.018986811	58	VEGFA|JUN|PIK3R5|HIF1A|GAB1|PIK3R1|RBX1|ETS1|RAP1B|SLC2A1|FLCN|RAP1A|NRAS|PAK2|TGFB2|CUL2|AKT3|CDC42	LIHC
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.168336673	0.42891262	0.151148761	-0.605909766	-1.32253956	8	ANPEP|MME	LIHC
KEGG	KEGG_RETINOL_METABOLISM	0.728952772	0.948148361	0.061570676	-0.315123604	-0.806084853	15	DGAT2	LIHC
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.135135135	0.403188588	0.166933849	0.583147645	1.37550278	10	ACP2|PHPT1|ACP6|FLAD1|MTMR2|RFK	LIHC
KEGG	KEGG_RIBOSOME	3.18E-12	5.92E-10	0.898671232	-0.706560341	-2.527850173	82	RPS4Y1|RPS12|RPL9|RPS9|RPL13|RPS3|RPS15A|RPS6|RPS29|RPL37|RPL6|RPS5|RPL32|RPS18|RPL8|RPS3A|RPS16|RPL10A|RPL22|RPL3|RPS7|RPL4|RPL31|RSL24D1|RPL7|RPL30|RPL27|RPL5|RPS13|RPS15|RPL18|RPS8|RPL11|RPL35|RPL39|RPL37A|RPL29|RPL21|RPL18A|RPL7A|UBA52|RPL26|RPL27A|RPL36|RPL19|RPL14|RPS25|RPL38|RPS19|RPS4X|RPL28|RPL24|RPL35A|RPSA|RPS11|RPLP2|RPL13A|RPLP1|RPL12|RPS2|RPL10|RPS20|FAU|RPL23A|RPS17|RPS24|RPL15|RPL36AL|RPS27A|RPLP0|RPS27	SKCM
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.003815801	0.029572456	0.431707696	-0.509416137	-1.674699444	50	CXCL8|NFKBIA	LIHC
KEGG	KEGG_RNA_DEGRADATION	0.859307359	1	0.056294075	-0.231265369	-0.773642949	54	EXOSC9|PNPT1|EXOSC1|PATL1|CNOT10|PARN|PAPOLG|DCP1A|LSM8|EXOSC6|PAPOLA|CNOT2|MPHOSPH6|C1D|CNOT8|CNOT7|CNOT4|EXOSC2|CNOT6L|ZCCHC7|EXOSC8|LSM6|LSM4|HSPA9|DDX6|XRN2	LIHC
KEGG	KEGG_RNA_POLYMERASE	0.973282443	1	0.044774889	0.205866188	0.594902285	25	POLR2E|POLR2G|POLR1B|POLR3A|POLR3K	LIHC
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.26681128	0.552640203	0.12210792	-0.427576176	-1.170958344	20	GGT7|CTH|METTL6|HEMK1	LIHC
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.175908222	0.43625239	0.143758989	0.33333007	1.199816742	73	LAMA3|LAMB2|FN1|COL4A1|LAMB1|CCND1|COL4A2|ITGA2B|LAMA4|MAX|LAMA2|IKBKG|CASP9|ITGB1|PIK3CG	LIHC
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.087145969	0.32489083	0.224966094	-0.439183888	-1.341128395	34	STX3|BET1L|VAMP2|STX7|GOSR1|STX17|SNAP47|STX10|STX12|VTI1A|STX2|STX11|STX5|USE1	LIHC
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.237037037	0.538388536	0.119348441	0.39954858	1.196514791	28	PLPP3|ACER3|SMPD1|SPHK2|SPHK1|SMPD3|PLPP1|ARSA	LIHC
KEGG	KEGG_SPLICEOSOME	0.17211329	0.43260908	0.156312403	-0.30181014	-1.162826625	121	SRSF5|HNRNPA1L2|PRPF38B|MAGOHB|DDX5|SNRPA|SNRPB2|MAGOH|PQBP1|WBP11|SRSF7|BCAS2|SNRNP70|PRPF3|SLU7|RBM22|SNRPD2|RBMX|ZMAT2|SNRPD1|HSPA6|SNW1|LSM8|SYF2|HNRNPA1|SF3A3|THOC1|CWC15|HNRNPU|U2SURP|SF3B1|USP39|PRPF18|SNRNP27|CCDC12|PRPF4|HSPA8|XAB2|SNRPE|SF3A1|TRA2A|SMNDC1|LSM6|BUD31|RBM25|ALYREF|LSM4|HNRNPK|HNRNPM|SNRPF|THOC2|SRSF4|PUF60	LIHC
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.639252336	0.887017659	0.063359701	0.312409037	0.885972689	23	PYGB|GPI|UGT2B11|PGM2L1|GBE1|PGM1|GANC|HK3|UGDH	LIHC
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.186792453	0.44850308	0.138022242	0.490094062	1.253751436	14	DHCR7|CEL|LIPA|DHCR24	LIHC
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.408045977	0.722824302	0.087831263	0.422481026	1.061139633	13	AKR1C1|AKR1C3|UGT2B11|COMT|STS|HSD17B12	LIHC
KEGG	KEGG_SULFUR_METABOLISM	0.734279919	0.948444895	0.060640401	0.370539072	0.781254475	7	PAPSS2|PAPSS1|SUOX|CHST12|SULT1A1	LIHC
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.333333333	0.631043257	0.106323256	-0.350942377	-1.094002439	36	HLA-DQA2|FCGR3B|FCGR1A|FCGR2B|HLA-DMB|CD86|HLA-DPA1|HLA-DMA	LIHC
KEGG	KEGG_TASTE_TRANSDUCTION	0.584493042	0.866702742	0.070789909	0.412208251	0.898886274	8	ADCY6|GNAS|PRKX|GNB1	LIHC
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.000593259	0.006643633	0.477270815	-0.952515374	-1.737318769	4	GGT7	LIHC
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.439583333	0.757060185	0.088359444	-0.412754989	-1.012427363	13	IDI1|PDSS1|GGPS1|HMGCR|ACAT2|MVD|HMGCS1	LIHC
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.149446494	0.405326877	0.154190967	0.362305775	1.230394232	55	SMAD9|ID1|TGFB3|SMAD6|ACVRL1|ZFYVE9|ID3|THBS1	LIHC
KEGG	KEGG_THYROID_CANCER	0.462365591	0.774774775	0.087309826	-0.342526813	-0.994835078	27	LEF1|NTRK1|TCF7|CDH1	LIHC
KEGG	KEGG_TIGHT_JUNCTION	0.000595529	0.006643633	0.477270815	0.486753965	1.80505541	87	MYH14|TJP1|MPDZ|MYH6|MYL9|MAGI1|RAB13|MYH11|JAM2|MYH9|CLDN5|ACTB|EPB41L2|EPB41L1|PARD6A|RRAS|SPTAN1|GNAI1|AFDN|ACTG1|CTNNA1|TJP2|JAM3|MYH10|EXOC4|ACTN4|ACTN1|CTTN|CTNNB1|PRKCB	LIHC
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	4.87E-05	0.000904935	0.557332239	-0.554138598	-1.976398503	74	CXCL8|FOS|JUN|NFKBIA|TLR8|TLR2|CD14|LY96|IFNAR1|TLR5|CD86|PIK3R5|TICAM1|TLR1|IL1B|PIK3R1	LIHC
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.025838651	0.123230487	0.352487858	0.553878496	1.600571639	25	AOX1|INMT|ALDH7A1|MAOB|IDO1|MAOA|ALDH1B1|ACAT1|HADH	LIHC
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.252155172	0.552640203	0.125639921	-0.392214795	-1.168717622	29	SOCS3|IRS2|IRS1|CACNA1D|PIK3R5|PIK3R1|PRKCZ|HK2|MAPK10|MAPK8	LIHC
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.131465517	0.400862069	0.179782316	-0.438171344	-1.305658473	29	HLA-DQA2|FAS|HLA-DMB|CD86|HLA-DPA1|IL1B|HLA-DMA|HLA-F	LIHC
KEGG	KEGG_TYROSINE_METABOLISM	0.006606078	0.043883229	0.407017919	0.631338109	1.730295853	20	HPD|AOX1|ADH1B|MAOB|COMT|MAOA	LIHC
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	4.25E-05	0.000878837	0.557332239	-0.523598754	-1.928211784	90	FOS|JUN|NFKBIA|CD8B|CD3E|CD3D|CD8A|CD3G|PTPRC|PDCD1|RASGRP1|CD247|ITK|LCK|NFKBIE|PIK3R5	LIHC
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.648706897	0.887017659	0.069613344	-0.237223602	-0.922046088	125	SOCS3|UBE2D1|UBE4A|ANAPC10|UBE2B|PIAS1|UBE2Q2|FANCL|UBE2D3|UBE2K|RBX1|UBE2D2|BRCA1|CDC34|NEDD4L|UBE2G1|UBE2M|ITCH|CUL5|FZR1|CUL4A|UBE2L6|CDC26|MAP3K1|UBE2F|CUL3|CUL2|UBOX5|KLHL9|MDM2|PIAS2|ANAPC13|KLHL13|PIAS4|UBE2R2|UBE2H|UBE2S|UBE3A	LIHC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.488843813	0.797587274	0.081080206	0.479279699	1.010526119	7	BCAT1|PDHA1	LIHC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.362962963	0.661873638	0.092552886	0.333227817	1.066814761	39	AOX1|ALDH7A1|BCAT1|ABAT|ALDH6A1|ALDH1B1|ACAT1|HADH	LIHC
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.00017577	0.002704172	0.518848078	0.523009031	1.875812216	71	RAMP3|RAMP2|NPR1|GNA11|KCNMB1|MYL9|CALCRL|MYH11|GNA12|KCNMA1|CALD1|KCNMB4|PPP1R14A|PLCB1|ARAF|CACNA1F|PLCB3|MYL6|CALM3|PRKCB|ADORA2B|PLA2G12A|MYL6B|ITPR2|ADCY6|ITPR1|GNAS|RAF1|PRKX|MAPK3|RHOA|PLCB4|RAMP1|MAP2K1|ARHGEF12|ADCY3|PPP1CA|GNA13|PRKCQ|ACTA2|ARHGEF11	LIHC
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.978494624	1	0.049991391	-0.186067998	-0.582617547	38	CREB5|AQP3|VAMP2	LIHC
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.761388286	0.969987817	0.062112419	-0.248689363	-0.836272928	56	VEGFA|PTGS2	LIHC
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.547445255	0.848540146	0.069779252	0.289092736	0.93978337	41	TJP1|ACTB|ACTG1|ATP6AP1|TJP2|ATP6V1F|ATP6V0E1|ARF1|PRKCB|ATP6V1E1|GNAS|ATP6V1A|PRKX|KDELR2|ADCY3|PLCG2|ATP6V0D1|SEC61A1	LIHC
KEGG	KEGG_VIRAL_MYOCARDITIS	0.641630901	0.887017659	0.069945874	-0.274966038	-0.907375369	51	ICAM1|HLA-DQA2|ITGB2|HLA-DMB|CD86|HLA-DPA1|CD55|HLA-DMA|HLA-F|ITGAL	LIHC
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.991266376	1	0.050092287	-0.176084424	-0.659394704	101	JUN|LEF1|TCF7|PORCN|FZD5|PPP3CC|RBX1|MYC|MAPK10|MAPK8|PPP2R5B|SFRP5|PPP2R5C|PPP2R5E|SMAD3|FOSL1	LIHC
KEGG	KEGG_ABC_TRANSPORTERS	0.410546139	0.67815149	0.086539974	-0.336358869	-1.025225973	24	ABCA1|ABCG1|ABCC5|TAP1|ABCB8|ABCA7|ABCD2	LUAD
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.777777778	0.915611814	0.059476029	0.225230711	0.833758829	53	TCF7L1|PIK3CG|CCND1|FLT3|PIK3CD|MTOR|CEBPA|AKT2|MAPK3|MAP2K1|GRB2|AKT1|STAT5B|RAF1|PML|HRAS|STAT3|ZBTB16	LUAD
KEGG	KEGG_ADHERENS_JUNCTION	0.526427061	0.786923077	0.079343496	0.248144127	0.950500593	62	NECTIN1|TJP1|TCF7L1|ERBB2|PTPRB|ACTN4|CTNND1	LUAD
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.151291513	0.413826785	0.153158809	-0.334434389	-1.223642303	51	TNFRSF1B|NFKBIA|SOCS3|MAPK10|ACSL3|AKT3|PRKAB2|MAPK8|JAK2|ADIPOR1	LUAD
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.309473684	0.605916898	0.110122264	0.387876401	1.100873095	17	GPT2|ASS1|ABAT|ASL|CAD|GOT2|NIT2	LUAD
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.524416136	0.786923077	0.079770592	0.313978828	0.968265006	24	ATP1B2|SLC9A3R2|PIK3CG|PIK3CD|MAPK3|ATP1B1	LUAD
KEGG	KEGG_ALLOGRAFT_REJECTION	0.11380597	0.39020979	0.179782316	-0.421580598	-1.31322241	26	FAS|HLA-DRB5|HLA-DMB|CD86|HLA-DRB1|HLA-DQA2|CD28|HLA-DPA1|HLA-DOA|HLA-DMA|HLA-DRA|HLA-F	LUAD
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.54	0.790866142	0.08063885	0.450050206	0.92728127	6	ACOX1|FADS2|ACOX3|PLA2G6	LUAD
KEGG	KEGG_ALZHEIMERS_DISEASE	1	1	0.043975928	-0.141745761	-0.608180081	129	FAS|MME|ADAM17|MT-ATP8|CASP3|ATF6|CALM2|MT-ATP6|PSENEN|MT-CO1|MT-CO2|NDUFA6|PPP3CC|CACNA1D|EIF2AK3|PSEN1|MT-CO3|BACE1|PLCB4|NDUFA5|PPP3CB|GSK3B|COX6C|NDUFA10|RYR3|MT-CYB|NDUFS4|COX4I1|NDUFA1|TNFRSF1A|IDE	LUAD
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.995833333	1	0.04773424	0.169352158	0.49920766	20	DARS2|VARS2|HARS2|EARS2|AARS2|CARS2	LUAD
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.267782427	0.565994675	0.119348441	0.328990305	1.139317425	37	HK3|PGM1|GPI|GMPPB|GALK1|CYB5R3|NAGK|GMDS|HEXA|PMM1|GNE|GNPNAT1|GALE|UAP1|GNPDA1|UGDH|PGM2|HK1|CMAS|CYB5R1	LUAD
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.830543933	0.936249525	0.056294075	0.219279376	0.775060772	41	GRIN2A|MAPK12|TNF|TOMM40L|CASP9|APAF1|DAXX|MAPK13|CAT|TP53	LUAD
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.007727238	0.084545075	0.407017919	-0.43596799	-1.613839328	55	CD8B|HSPA5|CD8A|CD74|HSPA2|HLA-DRB5|CTSS|HLA-DMB|HLA-DRB1|HLA-DQA2|HLA-DPA1|B2M|TAP1|HLA-DOA|PDIA3|NFYB|CTSB|HLA-DMA|HLA-DRA|HLA-F	LUAD
KEGG	KEGG_APOPTOSIS	0.601167315	0.832874789	0.068311086	-0.23594232	-0.927618063	78	NFKBIA|IL1RAP|FAS|NTRK1|TNFRSF10C|CSF2RB|PRKAR1B|AKT3|CASP3	LUAD
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.282377919	0.583581033	0.116739205	0.368319651	1.135844194	24	PTGIS|LTC4S|ALOX5|AKR1C3|LTA4H|GGT1|GPX7|ALOX12	LUAD
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.216216216	0.488988095	0.134273453	0.34735625	1.191669396	36	MAOB|ARG1|NOS3|ASS1|ALDH7A1|ASL|NAGS|MAOA|ALDH3A2|GOT2|ALDH1B1|CKB|GLUD2|PYCR1|GATM|SRM|PYCR2|ALDH18A1|GOT1|OAT|GLUD1|ALDH9A1	LUAD
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.132196162	0.406522302	0.178219875	0.354437341	1.275304855	46	ITGA7|TCF7L1|GJA1|DSP|ITGB4|CACNA2D2|ITGB3|ACTN4|ITGA8|ITGA2B|ATP2A2|ITGB5|CACNB3|CACNA1F|PKP2|ACTG1|ITGA9|CTNNB1|ACTB	LUAD
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.663755459	0.863346261	0.069119846	0.386521794	0.838276581	7	ALDH7A1|ALDH3A2|ALDH1B1|UGDH|ALDH9A1	LUAD
KEGG	KEGG_ASTHMA	0.226804124	0.496300788	0.130105631	0.429650183	1.207643635	16	RNASE3|CD40|TNF	LUAD
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.164461248	0.423414634	0.1482615	-0.394771572	-1.233114806	27	FAS|HLA-DRB5|HLA-DMB|CD86|HLA-DRB1|HLA-DQA2|CD28|HLA-DPA1	LUAD
KEGG	KEGG_AXON_GUIDANCE	0.128364389	0.406522302	0.178219875	0.301556332	1.216155789	80	SEMA5A|SEMA3F|EPHA2|EFNB2|SEMA3G|SEMA3D|NRP1|FES|SEMA6A|CXCL12|LIMK1|EPHB4|SEMA6C|PLXNA1|ABL1	LUAD
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.59447983	0.831377808	0.073255866	0.298228144	0.919692189	24	GLI3|TCF7L1|APC2|FZD1|SMO|TP53|CTNNB1|STK36|AXIN1	LUAD
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.237191651	0.512995896	0.120985142	-0.36600589	-1.167045761	29	GTF2B|GTF2H2|TAF4B|TAF7L|TBPL1|GTF2H3|GTF2A2|GTF2F2|TAF12|TAF2	LUAD
KEGG	KEGG_BASE_EXCISION_REPAIR	0.110416667	0.3875	0.193813303	0.396816942	1.319014446	32	PCNA|FEN1|SMUG1|LIG3|UNG|POLD1|LIG1|PARP1|POLE4|APEX2|POLD2|MBD4|POLE|XRCC1|OGG1	LUAD
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.140206186	0.406522302	0.169570644	0.473294059	1.330316103	16	UPB1|ABAT|ALDH7A1|MLYCD|ALDH3A2|ALDH1B1	LUAD
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.677669903	0.873814542	0.062386149	-0.296253903	-0.850367319	19	HACD2|ACOT7|ELOVL6|HACD1	LUAD
KEGG	KEGG_BLADDER_CANCER	0.213483146	0.488988095	0.127505315	-0.342112665	-1.178088664	38	CXCL8|VEGFA|E2F1	LUAD
KEGG	KEGG_BUTANOATE_METABOLISM	0.078556263	0.312632696	0.234392647	0.449780827	1.387058605	24	BDH1|ABAT|ALDH7A1|PDHA1|ACADS|ALDH3A2|ACAT1|BDH2|ACAT2|ALDH1B1	LUAD
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.034832883	0.220362434	0.321775918	-0.373208236	-1.429629232	69	FOS|JUN|NFKBIA|IFITM1|LILRB3|CD79A|DAPP1|VAV3|CD19	LUAD
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.109504132	0.3875	0.193813303	0.297254695	1.226568321	92	PHKA1|PDE1B|GNA11|ERBB2|NOS3|PLCE1|GRIN2A|ADCY4|PLCD1|P2RX7|ADRB2|PLCD3|CACNA1A|SLC25A4|PTK2B|SPHK2|ATP2A3|ATP2A2|PDGFRB|PLCG2|PLCB3	LUAD
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.805970149	0.925373134	0.058593757	0.225148724	0.810110076	46	ATP1B2|CACNA2D2|SLC9A1|ATP2A2|TPM2|TPM4|COX8A|UQCRC1|CACNB3|CACNA1F|ATP1B1|RYR2|UQCRHL|CYC1|UQCRFS1	LUAD
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.011695007	0.098875966	0.380730401	-0.399033292	-1.557656809	76	ICAM1|SELL|NLGN1|PDCD1|CD8B|VCAN|CD8A|HLA-DRB5|HLA-DMB|MPZL1|CD86|SELPLG|HLA-DRB1|PTPRC|HLA-DQA2|CD28|HLA-DPA1|CDH1|CD58|CD6|NECTIN2|CD2|HLA-DOA|ITGA4|CD274|ITGB7	LUAD
KEGG	KEGG_CELL_CYCLE	0.009738636	0.089592804	0.380730401	0.352809126	1.50543823	118	PKMYT1|CDC45|PLK1|CCNB2|CDC20|MCM4|ORC1|CDC25A|PCNA|CDK1|ORC6|CDC6|MCM3|CDKN2C|MCM2|MCM7|PTTG1|CCND1|SKP2|MCM5|CDC7|MAD2L1|YWHAG|ABL1	LUAD
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.115384615	0.39020979	0.181383128	-0.278025494	-1.198379911	134	CXCL8|CXCR4|NFKBIA|CXCL1|CXCR1|CCR7|CCL3L3|CCR1|CXCR2|VAV3|CXCL2|AKT3|GNG8|CCL5|RAP1B|CXCL10|SOS1|PF4V1|JAK2|CDC42|BRAF	LUAD
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.884381339	0.961958649	0.051951248	0.198578573	0.779156879	68	MECOM|PIK3CG|SHC1|CCND1|PIK3CD|ABL1|TGFB3|CTBP2|AKT2|CDKN2A|E2F2|MAPK3|MAP2K1|GRB2|TP53|AKT1|STAT5B|RAF1	LUAD
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.146153846	0.406522302	0.159646702	-0.507191805	-1.293548055	13	PER1|BHLHE40|PER3|CRY1|NR1D1	LUAD
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.037189442	0.220964553	0.321775918	0.47852547	1.523603648	27	PDHA1|IDH2|IDH1|ACLY|CS|SUCLA2|ACO1|FH|OGDH|PC|SDHB|PDHB|MDH1|SUCLG1|MDH2|SDHD|IDH3A|IDH3B|SDHC	LUAD
KEGG	KEGG_COLORECTAL_CANCER	0.265384615	0.565994675	0.114266502	-0.305450701	-1.132697948	58	FOS|JUN|LEF1|TCF7|MAPK10|AKT3|CASP3|MAPK8|TGFBR1|RALGDS|BRAF|APPL1	LUAD
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.001298515	0.0219567	0.455059867	-0.587795428	-1.895938575	30	PLAU|PLAUR|CFD|C5AR1|SERPINA1|C3|F5|CD55|SERPINE1|THBD	LUAD
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.902071563	0.969857287	0.047638726	-0.219789743	-0.662499684	23	CTH|SMS|AMD1|LDHB|AHCYL2|MAT2B|ENOPH1|DNMT1|TRDMT1|DNMT3A	LUAD
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	8.74E-09	8.13E-07	0.747739663	-0.523109171	-2.238219462	124	CXCL8|TNFRSF25|OSM|CXCR4|TNFRSF1B|CSF3R|VEGFA|CXCL1|IL1RAP|FAS|IL1R2|IL7R|CXCR1|CCR7|RELT|CSF1|KITLG|CCL3L3|IL2RG|IFNGR1|TNFRSF10C|CCR1|IL13RA1|ACVR2A|TNFSF14|CSF2RB|CXCR2|LTBR|IL7|CXCL2|IL12RB2|PDGFC|TNFRSF13C|IFNGR2|CD27|TNFSF8|CCL5|IL4R|IL15RA|BMPR2|TGFBR1|CXCL10|TNFSF13B|PF4V1|IL10RB	LUAD
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.825842697	0.936249525	0.051426492	-0.226027585	-0.778341648	38	NFKBIA|POLR3G	LUAD
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.050007881	0.251390968	0.321775918	0.385817193	1.423053396	52	ITGA7|ITGB4|ADCY4|TNF|CACNA2D2|ITGB3|ITGA8|ITGA2B|TGFB3|ATP2A2|ITGB5|TPM2|TPM4|CACNB3|CACNA1F|ACTG1|ITGA9	LUAD
KEGG	KEGG_DNA_REPLICATION	0.019643914	0.158859478	0.352487858	0.476810261	1.62870684	35	MCM4|PCNA|FEN1|MCM3|RNASEH2A|MCM2|MCM7|MCM5|POLD1|LIG1|RNASEH2C|RFC5|POLA2|RFC3	LUAD
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.576842105	0.81976091	0.074362538	0.329237615	0.934444147	17	NOTCH4|MAPK3|MAP2K1|NOTCH3|GRB2|PIWIL4	LUAD
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.163481953	0.423414634	0.158514105	0.416250861	1.249852307	22	FMO2|MAOB|GSTA1|ALDH3B1|ADH1B|MAOA	LUAD
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.063694268	0.282074613	0.261663522	0.48195561	1.447140143	22	UPB1|CDA|TK1|IMPDH1|UCK2|UMPS|NAT1|CES2|TYMP|UCK1	LUAD
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	1.14E-05	0.000708943	0.593325476	0.585443546	2.130236082	49	ITGA7|LAMB2|HSPG2|COL4A2|COL6A1|COL6A3|GP5|VWF|LAMB1|THBS1|ITGB4|COL4A1|SDC4|LAMC1|ITGB3|ITGA8|SDC3|ITGA2B|COL1A1|ITGB5	LUAD
KEGG	KEGG_ENDOCYTOSIS	0.419287212	0.67815149	0.091392433	0.22522158	1.008589004	158	CLTCL1|IQSEC3|PARD6B|DNM1|HSPA1L|ARAP3|RET|VPS4A|HSPA1A|EHD2|ADRB2|EHD3|AGAP2|GRK2|ASAP3|GIT1|AGAP1|ACAP3|HLA-E|PSD4|PIP4K2B|VPS25|HLA-A|RAB11FIP5|RAB11FIP1|ARFGAP2|VPS37C|PLD1|EPN1|ARAP1|EPN2|RAB5C|IQSEC2|SH3GLB2|KDR	LUAD
KEGG	KEGG_ENDOMETRIAL_CANCER	0.334754797	0.622695652	0.105920293	0.299580516	1.077923917	46	TCF7L1|ERBB2|PIK3CG|CCND1|PIK3CD|APC2|CASP9|AKT2|MAPK3|MAP2K1|GRB2|TP53|AKT1|RAF1	LUAD
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.000230023	0.006112029	0.518848078	-0.522090621	-1.916872812	54	CXCL8|JUN|NFKBIA|CXCL1|CXCR1|MAPK10|CXCR2|MAP2K4|ATP6V0B|ADAM17|CASP3|ATP6V0A1|CCL5|MAPK8	LUAD
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.280155642	0.583581033	0.111462667	-0.287305713	-1.100467022	67	AREG|JUN|NRG1|GAB1|MAPK10|MAP2K4|RPS6KB1|AKT3|MAPK8|SOS1|EREG|BRAF	LUAD
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.146110057	0.406522302	0.158514105	-0.461275977	-1.287517107	17	CHPT1|PLA2G7|LPCAT2|PLA2G4A	LUAD
KEGG	KEGG_FATTY_ACID_METABOLISM	0.031990448	0.217484082	0.321775918	0.487102708	1.596979902	31	ADH1B|ALDH7A1|ACOX1|ACADVL|CPT2|ECI1|ACSL1|ACADS|ALDH3A2|ACAT1|ACAA2|ACAT2|ALDH1B1|ACOX3	LUAD
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.725366876	0.88243733	0.062800398	0.230937613	0.859065275	55	MAPK12|SYK|PIK3CG|TNF|PIK3CD|VAV2|PLCG2|AKT2|MAPK13|MAPK3|MAP2K1|GRB2|INPP5D|AKT1|RAF1	LUAD
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.314928425	0.610173824	0.107140237	0.264665447	1.076849511	83	DNM1|PLPP3|SYK|PIK3CG|LIMK1|ASAP3|SPHK2|MYO10|PIK3CD|PIP4K2B|VAV2|PLCG2|AKT2|NCF1|ARPC4|DOCK2|MAPK3|MAP2K1|CFL1|PLD1|INPP5D|AKT1|RAF1|HCK|GSN|PAK1|ARPC5L|VAV1|DNM2|RAC2	LUAD
KEGG	KEGG_FOCAL_ADHESION	0.010115317	0.089592804	0.380730401	0.335402419	1.472036579	142	ITGA7|LAMB2|COL4A2|COL6A1|COL6A3|BCAR1|ERBB2|VWF|LAMB1|THBS1|ITGB4|COL4A1|PIK3CG|ZYX|SHC1|PARVA|CCND1|LAMC1|PXN|ITGB3|ACTN4|ITGA8|FLNC|FLNA|ITGA2B|PIK3CD|TLN2|PPP1CA|VAV2|TLN1|PDGFRB|COL1A1|ITGB5|AKT2|CCND2|ARHGAP35|CCND3|PARVB|MAPK3|MAP2K1|MYL9|GRB2	LUAD
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.705882353	0.88243733	0.057852976	-0.376780555	-0.813188271	7	ALPL	LUAD
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.041265381	0.225745907	0.321775918	0.47116321	1.511902887	28	HK3|PFKFB4|PFKL|GMPPB|PHPT1|PFKM|GMDS|ALDOA|MTMR1|PMM1|TPI1|PFKFB2|AKR1B1|ALDOC|SORD	LUAD
KEGG	KEGG_GALACTOSE_METABOLISM	0.466386555	0.72289916	0.085535695	0.329265652	0.983315376	21	HK3|B4GALT2|PGM1|PFKL|GALK1|GANC|PFKM|AKR1B1|GALE	LUAD
KEGG	KEGG_GAP_JUNCTION	0.322175732	0.61778027	0.107140237	0.27404917	1.057805393	64	TJP1|GNA11|CDK1|GJA1|ADCY4|TUBB6|TUBB4A|TUBB|PDGFRB|PLCB3|MAPK3|MAP2K1|GRB2	LUAD
KEGG	KEGG_GLIOMA	0.334782609	0.622695652	0.107140237	0.292560296	1.073048353	51	PIK3CG|SHC1|CCND1|PIK3CD|MTOR|PDGFRB|PLCG2|AKT2|CDKN2A|E2F2|MAPK3|MAP2K1|GRB2|CAMK2G|TP53|AKT1|RAF1	LUAD
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.166986564	0.423414634	0.1482615	-0.364323434	-1.233182795	36	ANPEP|GGT7|GSTM5|TXNDC12|GSTM2|MGST3|MGST2|SMS	LUAD
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.453183521	0.709860063	0.080858915	-0.287893376	-0.991380785	38	DGAT2|MBOAT2|LCLAT1|DGKE|GPAT3|GLA|MBOAT1	LUAD
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.000796938	0.014823053	0.477270815	-0.495484672	-1.819188198	54	MBOAT7|CHPT1|ACHE|ADPRM|MBOAT2|LCLAT1|PCYT1B|CRLS1|LPCAT2|DGKE|GPAT3|PLA2G4A|MBOAT1|PTDSS2	LUAD
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.361396304	0.640187738	0.098890301	0.369255185	1.081739789	19	MAOB|SHMT1|PSAT1|PHGDH|ALAS1|GLYCTK|MAOA|PSPH	LUAD
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	6.18E-05	0.002373173	0.538434096	0.590053877	2.082607267	42	PKLR|HK3|ENO2|PGM1|ALDH3B1|ADH1B|GPI|ALDH7A1|PDHA1|PFKL|PKM|ACSS1|ALDH3A2|GAPDH|LDHA|PFKM|PGAM1|ALDOA|ACSS2|ALDH1B1|TPI1|PGK1|ALDOC|ENO1	LUAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.730620155	0.88243733	0.058718588	-0.287234855	-0.811295586	18	CHST7|CHST11|CHPF2|CSGALNACT2|UST	LUAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.219262295	0.488988095	0.132147261	0.443624191	1.213331389	15	B3GAT1|HS3ST3B1|XYLT2	LUAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.791489362	0.922133459	0.059348768	0.311493237	0.725609356	9	B4GALT2|ST3GAL2|ST3GAL3	LUAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.638297872	0.85412521	0.065087757	-0.319841969	-0.870432497	16	SGSH|HEXB	LUAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.823754789	0.936249525	0.052589895	-0.296931548	-0.727926554	11	HEXB|SLC33A1	LUAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.860566449	0.952769997	0.056529953	0.302657784	0.681167078	8	A4GALT|HEXA|ST3GAL2	LUAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.220833333	0.488988095	0.132846301	0.502496011	1.241671958	11	FUT7|B4GALT2|ST3GAL3|ABO	LUAD
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.076628352	0.312632696	0.224966094	-0.489974164	-1.413232328	20	PIGU|PIGB|PIGA|PIGF|PIGT|GPLD1|PIGP|PIGK|PIGN	LUAD
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.367219917	0.644367024	0.09854998	0.413965379	1.08976004	13	GLYCTK|MTHFD1|CS|ACO1|MTHFD1L|MDH1|MDH2|GRHPR|ACO2	LUAD
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.975409836	1	0.047925897	0.170833435	0.665127679	67	GNA11|MMP2|MAPK12|ADCY4|PTK2B|PLCB3|MAPK13|MAPK3|MAP2K1|GRB2|PLD1|CACNA1F|CAMK2G	LUAD
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.079395085	0.312632696	0.219250347	-0.441511434	-1.379112187	27	FAS|HLA-DRB5|HLA-DMB|CD86|HLA-DRB1|HLA-DQA2|CD28|HLA-DPA1|HLA-DOA|HLA-DMA|HLA-DRA|HLA-F	LUAD
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.945378151	0.993448227	0.050498304	0.208443675	0.622493932	21	GLI3|CSNK1G1|SMO|BMP8B	LUAD
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	6.38E-05	0.002373173	0.538434096	-0.51259398	-1.939261634	64	CSF3R|CD8B|ANPEP|IL1R2|CD5|IL7R|CD3E|CD3D|CD8A|CSF1|KITLG|CD7|HLA-DRB5|CD44|CD3G|CD55|CD19|HLA-DRB1|IL7|MME|CD14|TFRC	LUAD
KEGG	KEGG_HISTIDINE_METABOLISM	0.124210526	0.40531856	0.183023938	0.466264276	1.323354028	17	MAOB|ALDH3B1|HAL|ALDH7A1|MAOA|ALDH3A2|LCMT2|ALDH1B1	LUAD
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.029063819	0.207918087	0.352487858	0.497819053	1.535201502	24	RAD54L|RAD51|XRCC3|RAD51D|POLD1|XRCC2	LUAD
KEGG	KEGG_HUNTINGTONS_DISEASE	0.967078189	1	0.048505984	0.169054379	0.741789233	140	CLTCL1|PPARG|DLG4|SLC25A4|DCTN1|CREB3L4|CASP9|TGM2|APAF1|POLR2I|PLCB3|NDUFS2|COX8A|UQCRC1|HIP1|NRF1|TP53|NDUFB7|NDUFB2|HTT|CASP8|PLCB2|CLTC|NDUFAB1|NDUFA8|GPX1|POLR2G|NDUFS7|HDAC1|UQCRHL|NDUFV3|CYC1|NDUFV1|IFT57|UQCRFS1|SDHB|POLR2B|AP2A2|TAF4|NDUFB6|CLTB|POLR2C|ITPR1|POLR2K|POLR2L|CREBBP|NDUFS3|SLC25A5|NDUFC1|DCTN2|SDHD	LUAD
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.049794172	0.251390968	0.321775918	0.394318028	1.435022489	48	ITGA7|ACE|ITGB4|TNF|CACNA2D2|ITGB3|ITGA8|ITGA2B|TGFB3|ATP2A2|ITGB5|TPM2|TPM4|CACNB3|CACNA1F|ACTG1|ITGA9	LUAD
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.057569296	0.267697228	0.276500599	0.387309183	1.409290444	49	PLCE1|IMPA2|PLCD1|INPP1|PIK3CG|PLCD3|PIK3CD|PIP4K2B|PLCG2|PIK3C2B|PLCB3|ALDH6A1|TPI1|OCRL|INPPL1|PI4KA|INPP4A|PLCB2|PI4KB|PIP4K2C	LUAD
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.359183673	0.640187738	0.098890301	0.246342728	1.045323554	113	PKLR|PHKA1|HK3|SOCS1|LIPE|PPP1R3D|PIK3CG|SHC1|FASN|PYGB|FLOT2|PIK3CD|MTOR|PPP1CA|AKT2|PRKAR2B|MAPK3|MAP2K1|GRB2|INPP5D|TSC2|PHKA2|AKT1|RAF1	LUAD
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.000475873	0.009834705	0.498493109	-0.614451411	-1.947301631	28	CXCR4|HLA-DRB5|HLA-DMB|CD86|LTBR|HLA-DRB1|HLA-DQA2|CD28|TNFRSF13C|HLA-DPA1|IL15RA|TNFSF13B|HLA-DOA|ITGA4|ITGB7|HLA-DMA|HLA-DRA	LUAD
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.203921569	0.480119136	0.134273453	-0.287049587	-1.14770707	85	OSM|CSF3R|IL7R|SOCS3|IL2RG|IFNGR1|IL13RA1|CSF2RB|PIAS1|IL7|IL12RB2|IFNGR2|AKT3|PIAS2|IL4R|IL15RA|SOS1|IL10RB|JAK2|IL21R	LUAD
KEGG	KEGG_LEISHMANIA_INFECTION	0.000223058	0.006112029	0.518848078	-0.508277981	-1.90180675	61	FOS|JUN|PTGS2|NFKBIA|FCGR3B|C3|IFNGR1|HLA-DRB5|HLA-DMB|HLA-DRB1|FCGR2A|HLA-DQA2|TLR2|IFNGR2|HLA-DPA1|HLA-DOA|ITGA4|JAK2|CYBA|FCGR3A|ITGB2|HLA-DMA	LUAD
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.218556701	0.488988095	0.132846301	0.284442472	1.151128433	81	VCAM1|RAPGEF3|BCAR1|MMP2|MAPK12|JAM2|PIK3CG|CXCL12|CDH5|PXN|PTK2B|ACTN4|CTNND1|MMP9|PIK3CD|VAV2|PLCG2|NCF1|MAPK13|SIPA1|ARHGAP35|NCF4	LUAD
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.561702128	0.809896091	0.076279718	0.388426092	0.90482095	9	ALDH7A1|ALDH3A2|ALDH1B1|ALDH9A1|ECHS1	LUAD
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.379506641	0.653594771	0.091392433	-0.594310793	-1.098483727	4	PLA2G4A	LUAD
KEGG	KEGG_LONG_TERM_DEPRESSION	0.290598291	0.587513935	0.115240003	0.317418613	1.120335508	42	GNA11|CACNA1A|GNA12|PLCB3|GNAZ|MAPK3|MAP2K1|PPP2R1A|RYR1|RAF1|PLCB2|HRAS|GNAI1|PLA2G6|MAP2K2|PRKCB|ITPR1|PPP2CB|ARAF	LUAD
KEGG	KEGG_LONG_TERM_POTENTIATION	0.767590618	0.909374873	0.060903935	0.226569704	0.824412467	49	RAPGEF3|GRIN2A|RPS6KA2|PPP1CA|PLCB3|RPS6KA1|MAPK3|MAP2K1|CAMK2G|RAF1|PLCB2|HRAS|MAP2K2|PRKCB|ITPR1|PRKACA|PPP3CA|CREBBP|PRKX|ARAF	LUAD
KEGG	KEGG_LYSINE_DEGRADATION	0.661087866	0.863346261	0.067206509	0.252136351	0.891196421	41	ALDH7A1|NSD2|ALDH3A2|ACAT1|SUV39H1|ACAT2|SETD1A|ALDH1B1|SETDB1|OGDH|SETD1B|SETD7|EHMT1|GCDH|EHMT2|PIPOX|DOT1L|HADH	LUAD
KEGG	KEGG_LYSOSOME	0.002482632	0.038480798	0.431707696	-0.386117341	-1.596957744	104	SGSH|SLC11A1|MCOLN1|GM2A|GAA|LAPTM4A|FUCA1|HEXB|CTSS|ASAH1|DNASE2|CTSO|SLC17A5|ATP6V0B|AGA|AP3M2|NEU1|CTSH|GLA|AP1S2|MANBA|ATP6V0A1|CTSZ|CTSF|IGF2R|AP4S1|AP1M2|SCARB2|CTSB|TCIRG1|ARSB|GNS|GNPTG|MFSD8|PPT1|AP4E1|LAPTM5	LUAD
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.004902763	0.065136712	0.407017919	-0.322304855	-1.47289513	190	DDIT3|FOS|JUN|GADD45B|DUSP1|DUSP2|FAS|IL1R2|DUSP4|NTRK1|HSPA2|DUSP8|JUND|MAPK10|MAP4K3|MAP2K5|MAP3K12|DUSP10|PLA2G4A|MAP2K4|CD14|DUSP14|STK3|RASA1|AKT3|CASP3|MAPK8|RAP1B|TGFBR1|NLK|SOS1|GADD45G|PPP3CC|NF1|MAP3K8|CACNA1D|RELB|FGF13|CDC42|BRAF|NR4A1	LUAD
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.170526316	0.423414634	0.154190967	0.700791475	1.312777973	4	PKLR|NR5A2	LUAD
KEGG	KEGG_MELANOGENESIS	0.936781609	0.990007837	0.046694804	-0.186393806	-0.691143418	56	LEF1|KITLG|MITF|TCF7	LUAD
KEGG	KEGG_MELANOMA	0.901515152	0.969857287	0.047925897	-0.206308651	-0.727975352	44	E2F1|MITF|PDGFC|CDH1|AKT3|E2F3|FGF13|BRAF	LUAD
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.289915966	0.587513935	0.114266502	0.377903033	1.128565523	21	GSTA1|ALDH3B1|AKR1C3|ADH1B|AKR1C1	LUAD
KEGG	KEGG_MISMATCH_REPAIR	0.13163482	0.406522302	0.178219875	0.428831447	1.287627302	22	PCNA|POLD1|LIG1|RFC5|MSH6|MSH2|RFC3	LUAD
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.724719101	0.88243733	0.057487741	-0.243876892	-0.854277151	42	VEGFA|DDIT4|RPS6KB1|AKT3|RHEB|HIF1A|BRAF	LUAD
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.417794971	0.67815149	0.087051587	-0.25059625	-1.015463296	89	ICAM1|FAS|FCGR3B|IFNGR1|TNFRSF10C|MICA|VAV3|IFNGR2|CASP3|TYROBP|CD244|SOS1|PPP3CC|CD48	LUAD
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.178217822	0.436164669	0.145516146	-0.306602251	-1.189291029	73	C5AR1|FPR1|TRHR|FPR2|LPAR1|PTGER4|VIPR1|OXTR|CNR2|CYSLTR1|PTAFR|P2RY13|P2RX4|P2RY10|AVPR1A|KISS1R|P2RY8|C3AR1	LUAD
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.399224806	0.67815149	0.089710465	-0.246692969	-1.028340816	108	JUN|NFKBIA|NTRK1|GAB1|CAMK4|MAPK10|MAP2K5|RIPK2|AKT3|MAPK8|RAP1B|CALM2|BEX3|SOS1|CDC42|BRAF|PSEN1|IRAK3|NFKBIE|YWHAE|RAP1A|PRDM4|GSK3B|RPS6KA5|TRAF6|FOXO3|YWHAZ|SHC2|PIK3R1|MAPK11|IRAK2|IRAK4|MAP3K5|CAMK2D	LUAD
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.632495164	0.852493482	0.065532103	-0.321060393	-0.873748373	16	NT5C3A|NAMPT|NMRK1|NT5E|BST1	LUAD
KEGG	KEGG_NITROGEN_METABOLISM	0.146435453	0.406522302	0.159646702	-0.523493218	-1.311283865	12	CA4|CTH|GLS|CA13|GLUL	LUAD
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.009286824	0.089592804	0.380730401	-0.430780132	-1.594635238	55	CXCL8|NFKBIA|TNFAIP3|CXCL1|MAPK10|CXCL2|RIPK2|NLRP3|CCL5|MAPK8	LUAD
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.685416667	0.873814542	0.065235306	0.33647029	0.831420976	11	FEN1|XRCC5|LIG4|PRKDC|XRCC6	LUAD
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.454157783	0.709860063	0.087831263	0.272794351	0.989191749	47	ERBB2|PIK3CG|CCND1|PIK3CD|CASP9|PLCG2|AKT2|CDKN2A|E2F2|MAPK3|MAP2K1|GRB2|TP53|AKT1|RAF1	LUAD
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.414893617	0.67815149	0.092848121	0.291887941	1.034203757	43	NOTCH4|DTX4|JAG1|JAG2|RBPJ|CTBP2|PSEN2|NOTCH3|DTX2|NUMBL|DTX1|KAT2A	LUAD
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.935114504	0.990007837	0.046601507	-0.195423071	-0.681011106	41	RBX1|POLE2|RFC4|GTF2H2|MNAT1|CDK7|GTF2H3|GTF2H5	LUAD
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.13740458	0.406522302	0.164405756	-0.356182126	-1.241224911	41	ALG11|ALG8|ALG6|DAD1|MAN1A2|MAN1C1|MAN2A1|STT3B|STT3A|ALG5|RFT1|B4GALT1|ALG3|B4GALT3|MGAT1|DDOST|ALG13|DOLPP1|DPAGT1	LUAD
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.156673114	0.422336221	0.154190967	-0.465372552	-1.266486053	16	OR2B6|CALM2|PRKG1|PRKACB|OR2W3|CAMK2D	LUAD
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.023337541	0.173631304	0.352487858	0.611274627	1.635137106	14	TYMS|DHFR|SHMT1|GART|MTHFD1	LUAD
KEGG	KEGG_OOCYTE_MEIOSIS	0.138716356	0.406522302	0.170932335	0.291597388	1.191104482	88	PKMYT1|PLK1|CCNB2|CDC20|CDK1|FBXO5|MAPK12|RPS6KA2|ADCY4|PTTG1|STAG3|MAD2L1|YWHAG|PPP1CA|RPS6KA1|MAPK3|MAP2K1|CCNE1|CAMK2G|PPP2R1A|MAD2L2	LUAD
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.077220077	0.312632696	0.224966094	-0.54220528	-1.421734656	14	FUCA1|HEXB|MAN2B2|AGA|NEU1|MANBA	LUAD
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.756385069	0.901843736	0.057730855	-0.211325709	-0.860925144	94	ATP6V0B|MT-ATP8|PPA2|MT-ND2|ATP6V0A1|MT-ATP6|MT-CO1|MT-CO2|NDUFA6|MT-ND1|TCIRG1|MT-CO3|COX10|MT-ND3|NDUFA5|MT-ND4|MT-ND4L|COX6C|ATP6V1D|MT-ND5|NDUFA10|MT-CYB|NDUFS4|COX4I1|NDUFA1	LUAD
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.610526316	0.832874789	0.071478629	0.319540248	0.906921021	17	GALNT15|ST3GAL2|GALNT10|GALNT12|GALNT3|GALNT14	LUAD
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.1875	0.452922078	0.145516146	0.317850717	1.184754016	56	CCNB2|GTSE1|CDK1|ZMAT3|TP53I3|THBS1|CCND1|PIDD1|CASP9|SESN1|APAF1|CD82|SIAH1|CDKN2A|CCND2|CCND3|CCNE1|TSC2|TP53	LUAD
KEGG	KEGG_PANCREATIC_CANCER	0.870292887	0.957837142	0.054120057	0.206651122	0.79332699	63	ERBB2|RAD51|PIK3CG|CCND1|PIK3CD|CASP9|TGFB3|AKT2|CDKN2A|E2F2|MAPK3|MAP2K1|PLD1|TP53|AKT1|RAF1	LUAD
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.612716763	0.832874789	0.066896628	-0.358595004	-0.898234832	12	VNN2|VNN1	LUAD
KEGG	KEGG_PARKINSONS_DISEASE	0.713733075	0.88243733	0.059731798	-0.211414104	-0.869586234	96	UBB|VDAC3|MT-ATP8|UBE2G1|CASP3|MT-ND2|MT-ATP6|MT-CO1|MT-CO2|NDUFA6|UBE2L3|MT-ND1|SLC18A2|MT-CO3|PINK1|MT-ND3|NDUFA5|MT-ND4|MT-ND4L|COX6C|MT-ND5|NDUFA10|MT-CYB|NDUFS4|COX4I1|NDUFA1|VDAC1|PARK7	LUAD
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.577358491	0.81976091	0.06879431	-0.26007193	-0.92194004	45	TUBB2A|TLR5|LY96|CD14|CDH1|EZR|CDC42|TUBA4A	LUAD
KEGG	KEGG_PATHWAYS_IN_CANCER	0.198807157	0.474078605	0.13725078	-0.239162838	-1.118496676	238	CXCL8|FOS|JUN|PTGS2|NFKBIA|CSF3R|VEGFA|FAS|E2F1|NTRK1|LAMB3|LEF1|KITLG|MITF|TCF7|RBX1	LUAD
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.725531915	0.88243733	0.063500797	0.336617682	0.784135612	9	CRYL1|AKR1B1|RPE|UGDH|DCXR	LUAD
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.080679406	0.312632696	0.23112671	0.470427622	1.412525723	22	PGM1|GPI|PFKL|G6PD|PFKM|TKT|ALDOA|ALDOC|RPIA|PGD|RPE|TKTL1|TALDO1|PRPS1|H6PD|PGM2|PGLS	LUAD
KEGG	KEGG_PEROXISOME	0.035542328	0.220362434	0.321775918	0.379429327	1.448232061	61	FAR2|NUDT19|ACOX1|IDH2|IDH1|ABCD1|PEX11B|ACSL1|MLYCD|PEX10|FAR1|PEX6|CRAT|PMVK|ECH1|CAT|PRDX5|ACOX3|HSD17B4|PEX26|DHRS4|PEX5|PECR|MVK|PAOX|PRDX1|ACSL4|PEX12|AGPS|PIPOX	LUAD
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.043659616	0.232019673	0.321775918	0.714389717	1.54934645	7	MAOB|ALDH3B1|MAOA|GOT2	LUAD
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.165271967	0.423414634	0.156312403	0.308505219	1.190802677	64	PLCE1|IMPA2|PLCD1|INPP1|PIK3CG|PLCD3|PIK3CD|PIP4K2B|PLCG2|PIK3C2B|PLCB3|DGKQ|DGKZ|INPP5D|OCRL|INPPL1|PI4KA|INPP4A|PLCB2|PI4KB|PIP4K2C	LUAD
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.851711027	0.952769997	0.050702794	-0.239819492	-0.707828397	21	ALAS2|UGT2B28|FTH1|COX10	LUAD
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.000355211	0.008258666	0.498493109	0.559186758	1.945726204	39	MMP1|FABP3|FABP4|PPARG|ACOX1|LPL|SCD|CPT2|SCD5|FADS2|ACSL1|PLTP	LUAD
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.648956357	0.862184874	0.063359701	-0.465649554	-0.860675026	4	CYP27A1	LUAD
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.006926677	0.080522623	0.407017919	-0.54221832	-1.718382608	28	CD8B|IL7R|CD3E|CD3D|CD8A|IL2RG|CD79A|CD19|PTPRC|TNFRSF13C|TAP1	LUAD
KEGG	KEGG_PRION_DISEASES	0.470919325	0.723892515	0.078920964	-0.323223306	-0.992443727	25	HSPA5|EGR1|NOTCH1|CCL5|C1QA|C5|PRKACB|C1QB	LUAD
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.118712274	0.394294337	0.183023938	0.31403955	1.242503271	69	PKMYT1|PLK1|CCNB2|CDC25A|CDK1|MAPK12|RPS6KA2|ADCY4|PIK3CG|MAD2L1|PIK3CD|AKT2|MAPK13|RPS6KA1|MAPK3|MAP2K1|MAD2L2|AKT1|RAF1|BUB1	LUAD
KEGG	KEGG_PROPANOATE_METABOLISM	0.032739539	0.217484082	0.321775918	0.482088333	1.534947645	27	ABAT|ALDH7A1|ACSS1|MLYCD|ALDH3A2|ACAT1|LDHA|ACAT2|ALDH6A1|ACSS2|ALDH1B1|SUCLA2	LUAD
KEGG	KEGG_PROSTATE_CANCER	0.936633663	0.990007837	0.048214971	-0.185604793	-0.723934599	75	NFKBIA|E2F1|LEF1|TCF7|CREB5|PDGFC|AKT3|SOS1|E2F3|CCNE2|BRAF|CDKN1B|HSP90B1|AR|CDKN1A|GSK3B	LUAD
KEGG	KEGG_PROTEASOME	0.405462185	0.67815149	0.093444922	0.296448528	1.031511675	39	PSMD2|PSMB6|PSMB5|PSMC4|PSMC2|PSMD3|PSMB7|PSMA7|PSMC5|PSMC3|PSMD4|PSMB3|PSMB2|PSMB4|PSMD1|PSMA6|PSMA5|PSMD8|PSMD13|PSMD14|PSMB8	LUAD
KEGG	KEGG_PROTEIN_EXPORT	0.038015407	0.220964553	0.321775918	-0.51681459	-1.525380772	21	HSPA5|IMMP2L|SPCS2|SEC63|SEC62|SEC11A|IMMP1L|SEC11C|SEC61G	LUAD
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.613461538	0.832874789	0.066742613	-0.354392131	-0.903845937	13	CA4|ATP1A3|GLS	LUAD
KEGG	KEGG_PURINE_METABOLISM	0.482421875	0.735495645	0.079770592	-0.233223471	-0.979323944	113	PDE4B|PDE6H|AK5|POLR3G|ADPRM|FHIT|PDE3B|PDE4D|ENTPD5|NT5C3A|POLE2|DCK|NME3|PNPT1|NT5E|ADSL	LUAD
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.331288344	0.622695652	0.103958472	0.26119213	1.06271756	83	TYMS|DUT|UPB1|CDA|TK1|POLR1B|UCK2|UMPS|POLD1|DTYMK|NME6|NME4|CAD|POLR2I|TXNRD2|POLA2|RRM1	LUAD
KEGG	KEGG_PYRUVATE_METABOLISM	0.023149809	0.173631304	0.352487858	0.480441767	1.614152109	33	PKLR|ALDH7A1|PDHA1|PKM|ACSS1|ALDH3A2|ACAT1|LDHA|ACAT2|ACSS2|ALDH1B1|LDHD|AKR1B1|PC|ACACA	LUAD
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.056367432	0.267697228	0.276500599	0.294575113	1.299439402	147	ITGA7|BCAR1|ENAH|TIAM2|ITGB4|PIK3CG|PXN|ITGB3|ACTN4|LIMK1|CYFIP1|ITGA8|SLC9A1|GIT1|MYH9|ITGA2B|PIK3CD|APC2|GNA12|PIP4K2B|PPP1CA|VAV2|CSK|NCKAP1L|SSH1|PDGFRB|ITGB5|ARPC4|ARHGAP35|PFN1|MAPK3|MAP2K1|SSH3|MYL9|CFL1|DIAPH1|ACTG1|RAF1|MYH10|ITGA9|GSN|PAK1|ARPC5L|ACTB|ARHGEF1|PIP4K2C|CYFIP2|VAV1|HRAS|RAC2|MSN	LUAD
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.442125237	0.702865762	0.082896213	-0.366092714	-1.021840842	17	GABARAPL1|PIK3C3|ATG4C|ATG5|ULK2|ATG12|GABARAPL2	LUAD
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.429942418	0.68939043	0.085042746	-0.273463146	-1.018138728	59	JUN|VEGFA|GAB1|RBX1|AKT3|RAP1B|SOS1|HIF1A|CDC42|BRAF|CUL2|RAP1A|EGLN3	LUAD
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.411764706	0.67815149	0.094664622	0.462909812	1.041833189	8	CTSG|ACE|THOP1	LUAD
KEGG	KEGG_RETINOL_METABOLISM	0.747081712	0.896498054	0.057852976	-0.297928144	-0.798061776	15	DGAT2|UGT2B28	LUAD
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.586065574	0.825819672	0.072179797	0.376032468	0.910496173	10	ACP6|PHPT1|MTMR1|ACP2|FLAD1|RFK	LUAD
KEGG	KEGG_RIBOSOME	9.74E-11	1.81E-08	0.839088936	-0.624293591	-2.484768907	82	RPS4Y1|UBA52|RPL13|RPL6|RPS18|RPL37|RPS12|RPL9|RPS16|RPL30|RPL32|RPS6|RPL22|RPS13|RPS27L|RPL7|RPL26|RPL29|RPL31|RPS15A|RPS29|RPL5|RPL34|RPL41|RPS20|RPL4|RPL38|RPL21|RPS25|RPL36AL|RPS7|RPS3A|RPL14|RPS5|RPL11|RPL19|RPL24|RPL27|RPS27|RPL18A|RPL18|RPS15|RPL39|RPL13A|RPL35A|RPS11|RPL35|RPL3|RPS9|RPS3|RPL27A|RPLP2|RPL10A|RPL12|RPL37A|RPL15|RPL28|RPS28|RPL7A|RPL23A|RSL24D1|RPS23|RPL10|RPS24|FAU|RPS27A|RPS21|RPS4X|RPL23|RPL8|RPS8|RPS19|RPL36|RPS17	LUAD
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.086715867	0.329166353	0.206587923	-0.362389657	-1.325926185	51	CXCL8|NFKBIA|DDX3Y|MAPK10	LUAD
KEGG	KEGG_RNA_DEGRADATION	1	1	0.044064035	-0.135458866	-0.497341661	54	PARN|PNPT1|EXOSC1|CNOT10|CNOT6L|PATL1|ZCCHC7|PAPOLA|PAPOLG|LSM1|CNOT4|XRN1|CNOT2|DCP1A	LUAD
KEGG	KEGG_RNA_POLYMERASE	0.955223881	0.998155291	0.050702794	0.194349168	0.605334677	25	POLR1B|POLR2I|POLR3A|POLR2G|POLR1A|POLR3B|POLR2B|POLR2C|POLR2K|POLR2L|POLR3H|POLR3GL|POLR3K|POLR2A	LUAD
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.727969349	0.88243733	0.058345278	-0.285522612	-0.823532778	20	GGT7|CTH|METTL6	LUAD
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.717171717	0.88243733	0.061570676	-0.227788398	-0.874820501	71	PTGS2|NFKBIA|E2F1|LAMB3|FHIT	LUAD
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.005657177	0.070148989	0.407017919	-0.527453066	-1.74692616	33	GOSR1|STX7|BET1L|VAMP2|STX17|VAMP3|BET1|STX1A|BNIP1|STX11|STX18|STX12|STX2|VAMP7|USE1|VAMP4	LUAD
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.793233083	0.922133459	0.053457214	-0.247809899	-0.78535196	28	ASAH1|KDSR|NEU1|ACER2|GLA	LUAD
KEGG	KEGG_SPLICEOSOME	0.86036961	0.952769997	0.053787281	0.194563498	0.830797464	121	HSPA1L|HSPA1A|DHX16|SNRNP200|PPIL1|EFTUD2|PRPF8|SRSF9|SNRPA1|DHX38|THOC3|SRSF1|PRPF31|RBM8A|DHX15|ALYREF|LSM2|CRNKL1|U2AF2|PRPF19|SF3B2|DDX23|DHX8|PRPF38A|SNRPG|SF3B3|SNRNP27|SNRNP40|ACIN1|LSM7|SART1|SNRPB|PLRG1|CDC40|EIF4A3|CHERP|LSM4|PRPF6|CDC5L|TCERG1|PRPF4|PPIE|SNRPD3|PUF60|RBM25	LUAD
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.360934183	0.640187738	0.100990587	0.359922678	1.080718938	22	HK3|PGM1|GPI|GBE1|PYGB	LUAD
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.535123967	0.789944904	0.077274697	0.349518155	0.934948185	14	DHCR7|CEL|LSS|LIPA|HSD17B7	LUAD
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.528846154	0.786923077	0.074175897	-0.379222333	-0.967173181	13	HSD17B3|CYP19A1|UGT2B28|CYP1B1	LUAD
KEGG	KEGG_SULFUR_METABOLISM	0.135076253	0.406522302	0.178219875	0.592164053	1.332735121	8	SULT1A1|PAPSS2|CHST13|SUOX|PAPSS1	LUAD
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.355648536	0.640187738	0.100990587	0.308997065	1.070079378	37	ELANE|CTSG|GRIN2A|CD40|C4A|TNF|ACTN4	LUAD
KEGG	KEGG_TASTE_TRANSDUCTION	0.307377049	0.605916898	0.108820127	0.469967426	1.137943076	10	ADCY4|CACNA1A|PLCB2|PRKACA|PRKX	LUAD
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.554079696	0.805147059	0.07113274	-0.511521861	-0.945462284	4	GGT7	LUAD
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.803846154	0.925373134	0.053897903	-0.293887152	-0.749533314	13	HMGCR|GGPS1|PDSS1|HMGCS1|IDI1	LUAD
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.983471074	1	0.047925897	0.163387725	0.606684963	54	THBS1|ID1|TNF|SMAD6|TGFB3|SMAD7|ID3|MAPK3|BMP8B|PPP2R1A|ACVRL1|ZFYVE16|E2F4|ZFYVE9	LUAD
KEGG	KEGG_THYROID_CANCER	0.376595745	0.653594771	0.09854998	0.329313246	1.056724372	28	PAX8|TCF7L1|PPARG|RET|CCND1	LUAD
KEGG	KEGG_TIGHT_JUNCTION	0.170731707	0.423414634	0.151148761	0.287152824	1.174737755	85	TJP1|PARD6B|MPDZ|MAGI1|JAM2|RAB13|EPB41L1|ACTN4|MYH9|SPTAN1|AKT2|MYH11|LLGL1|EPB41L2|MYL9|PPP2R2B|PPP2R1A|AKT1|ACTG1|MYH10|JAM3|TJP2|TJAP1|CTNNB1|ACTB|LLGL2|CDK4|HRAS|GNAI1|SRC|CTTN|CTNNA1|EXOC4|PRKCE|ACTN1|PRKCB|PRKCZ|PARD6A|RRAS|HCLS1|AFDN|PPP2CB|CSNK2B	LUAD
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.003010285	0.043070228	0.431707696	-0.43895248	-1.702669322	73	CXCL8|FOS|JUN|NFKBIA|TLR8|TLR5|MAPK10|CD86|LY96|MAP2K4|TLR2|CD14|AKT3|CCL5|MAPK8|CXCL10|MAP3K8	LUAD
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.039900965	0.224896346	0.321775918	0.488288205	1.505809755	24	MAOB|ALDH7A1|INMT|MAOA|ALDH3A2|ACAT1|IDO1|ACAT2|CAT|ALDH1B1|OGDH|GCDH	LUAD
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.072651609	0.312632696	0.287805131	0.448653162	1.470921984	31	PKLR|HK3|SOCS1|PIK3CG|TNF|CACNA1A|PKM|PIK3CD|MTOR	LUAD
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.098859316	0.367756654	0.195789002	-0.423196707	-1.365024161	30	FAS|HLA-DRB5|HLA-DMB|CD86|HLA-DRB1|HLA-DQA2|CD28|HLA-DPA1|ICA1	LUAD
KEGG	KEGG_TYROSINE_METABOLISM	0.060416667	0.274085366	0.266350657	0.495412552	1.460351866	20	TPO|MAOB|ALDH3B1|ADH1B|MAOA|GOT2|LCMT2|COMT	LUAD
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.009967866	0.089592804	0.380730401	-0.381567878	-1.549896843	90	FOS|JUN|NFKBIA|PDCD1|CD8B|CD3E|CD3D|CD8A|CD3G|VAV3|PTPRC|TEC|CD28	LUAD
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.296511628	0.593023256	0.107554375	-0.254072371	-1.085040834	126	SOCS3|RBX1|FANCL|UBE2F|PIAS1|CDC16|ANAPC10|UBE2B|UBE2K|UBE2Q2|UBE2G1|UBE2D2|UBE2D3|PIAS2|TRIM37|FBXW7|UBE4A|UBE2H|CUL5|UBE2L3|NEDD4L|UBE3A|SKP1|BRCA1|CUL2|UBA2|CDC34|ITCH|KLHL13|UBE2C|CUL3|CDC27|UBE2D1|SYVN1|TRAF6	LUAD
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.35371179	0.640187738	0.103958472	0.511964093	1.11033198	7	PDHA1|VARS2|BCAT1|BCAT2|PDHB	LUAD
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.685897436	0.873814542	0.066436414	0.250943601	0.865216569	38	ABAT|ALDH7A1|BCAT1|ACADS|ALDH3A2|ACAT1|ACAA2|ACAT2|ALDH6A1|ALDH1B1	LUAD
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.109561753	0.3875	0.190023305	0.32048591	1.277753144	72	RAMP2|GNA11|RAMP3|MYL6B|ADCY4|NPR1|GNA12|PPP1CA|ARHGEF11|PLCB3|MYH11|KCNMB1|MAPK3|MAP2K1|MYL9|CACNA1F|KCNMB4|RAF1|CALCRL|PLCB2|ARHGEF1	LUAD
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.883587786	0.961958649	0.049192752	-0.216554892	-0.735938958	37	VAMP2|CREB5|RAB11A|DCTN4|DYNLL1	LUAD
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.658333333	0.863346261	0.067206509	0.240779271	0.897478574	56	NOS3|MAPK12|PIK3CG|PXN|SPHK2|PIK3CD|HSPB1|CASP9|PLCG2|MAPKAPK3|AKT2|MAPK13|MAPK3|MAP2K1|NFATC1|AKT1|RAF1|KDR|MAPKAPK2|HRAS|RAC2|SRC|PLA2G6	LUAD
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.998080614	1	0.043887984	-0.149890702	-0.518676725	40	ATP6V0B|KCNQ1|ERO1A|ATP6V0A1|TCIRG1|SLC12A2|ATP6V1D|SEC61G|PRKACB|ADCY9|ATP6V0E1|PLCG1	LUAD
KEGG	KEGG_VIRAL_MYOCARDITIS	0.054205607	0.265322184	0.266350657	-0.391197035	-1.42325441	50	ICAM1|HLA-DRB5|CD55|HLA-DMB|DMD|CD86|HLA-DRB1|HLA-DQA2|CD28|HLA-DPA1|CASP3|CAV1|EIF4G3	LUAD
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.988023952	1	0.046137916	-0.162191056	-0.670812303	104	JUN|PORCN|LEF1|TCF7|RBX1|MAPK10	LUAD
KEGG	KEGG_ABC_TRANSPORTERS	0.177189409	0.428015976	0.1482615	-0.394930796	-1.260835809	25	ABCD2|ABCC5|ABCC1|ABCA1|ABCG2|TAP1|ABCC4|ABCA5|ABCC3|ABCA6|ABCA7	LUSC
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.714563107	0.863043752	0.059860312	0.225900217	0.842748945	53	CEBPA|CCND1|TCF7L1|ZBTB16|AKT2|RUNX1T1|AKT1|PIK3CG|PIK3CD|STAT5B|FLT3|MAP2K1|GRB2|MAPK3|SPI1|RAF1|STAT3|ARAF|MTOR|CHUK|MAP2K2|STAT5A	LUSC
KEGG	KEGG_ADHERENS_JUNCTION	0.413135593	0.686662074	0.092848121	-0.254262125	-1.020179194	63	LEF1|TCF7|PARD3|FER|ACP1|ACTN1|CTNNA3|FYN|PTPRJ|FARP2|YES1|WASF1|IGF1R|CDC42|NLK	LUSC
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.148453608	0.386275886	0.164405756	-0.320920624	-1.245791365	52	TNFRSF1B|NFKBIA|MAPK10|IKBKG|ACSL3|ADIPOR2|PRKAB2|ADIPOR1|AKT3|SOCS3|POMC|JAK2|LEPR	LUSC
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.507157464	0.724603853	0.079556468	0.335902629	0.963702597	17	ASS1|ASL|GPT2|GOT1|CAD|GOT2|GLUD1|NIT2	LUSC
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.801204819	0.902351852	0.056059588	-0.23890948	-0.76091153	24	PRKCA|ATP1B1|NR3C2|PIK3CB|ATP1A3	LUSC
KEGG	KEGG_ALLOGRAFT_REJECTION	0.001880376	0.026903847	0.455059867	-0.586544305	-1.888924079	26	CD28|FAS|HLA-B|HLA-A|HLA-F|HLA-E|CD86|HLA-DMB|HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DOA|CD40LG|HLA-G|HLA-DPA1	LUSC
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.789156627	0.902351852	0.056767239	-0.344697958	-0.741527602	6	PLA2G12A|PLA2G4A|PLA2G6	LUSC
KEGG	KEGG_ALZHEIMERS_DISEASE	0.997858672	0.997858672	0.048897077	-0.152425759	-0.683075592	126	FAS|EIF2AK3|APP|CALM3|ADAM10|CASP3|NDUFA5|ERN1|NDUFA6|CACNA1D|ITPR2|ADAM17|PPP3CC|CALM2|MME|BACE1|MT-CO3|ITPR1|MT-ATP8|NCSTN|ATF6|NDUFS4|PPP3R1|BAD|MT-CO1|CALM1|PLCB4|UQCRH|APBB1|PSEN1|MT-CO2|MT-ATP6	LUSC
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.770791075	0.900391441	0.058345278	0.259984368	0.7656479	19	MARS2|DARS2|VARS2|MTFMT|HARS2|YARS2|CARS2	LUSC
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.403921569	0.686662074	0.089710465	0.29498401	1.016479927	37	HK3|GPI|GALK1|PGM1|UGDH|GNPDA1|GMPPB|NAGK|UAP1|GMDS|HK2|GMPPA|PMM1	LUSC
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.807933194	0.902351852	0.057487741	-0.222377334	-0.798258688	40	TNFRSF1B|BCL2L1|NEFL|CASP3	LUSC
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.001816659	0.026903847	0.455059867	-0.473917233	-1.857236765	54	CD8B|HLA-B|CD8A|HSPA5|HLA-A|CD74|HLA-F|HSPA2|B2M|HLA-E|HLA-DMB|TAP1|TAPBP|HLA-DRB5|CTSS|NFYB|HLA-DRB1|HLA-DQA2|PDIA3|HLA-DOA|HLA-G|HLA-DPA1	LUSC
KEGG	KEGG_APOPTOSIS	0.522026432	0.724603853	0.08197788	-0.231823537	-0.965480595	78	IL1RAP|NFKBIA|NTRK1|BCL2L1|FAS|IKBKG|CASP3|PRKAR2B|PIK3CB|AKT3|PPP3CC|BIRC2|PRKACB|PRKAR1B|CSF2RB|PPP3R1|BAD|ENDOD1|ATM|TNFRSF10B	LUSC
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.422619048	0.689536341	0.087831263	0.325976287	1.016950095	24	PTGIS|LTC4S|ALOX5|AKR1C3|LTA4H|GPX3|CYP4F3	LUSC
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.090729783	0.27665147	0.208955028	0.412041779	1.409179251	36	ARG1|MAOA|ASS1|NOS3|ALDH7A1|ALDH2|NAGS|ASL|PYCR3|GOT1|MAOB|ALDH3A2|SRM|ALDH1B1|GAMT	LUSC
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.2791587	0.590039979	0.110564716	0.30835348	1.12158029	47	DSP|ITGA7|ITGA8|ITGB4|DES|PKP2|CACNA2D2|ACTN4|TCF7L1|GJA1|CACNB3	LUSC
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.515212982	0.724603853	0.078295525	0.42988222	0.957721059	7	ALDH7A1|ALDH2|UGDH|ALDH3A2|ALDH1B1	LUSC
KEGG	KEGG_ASTHMA	0.054	0.239142857	0.276500599	-0.544709621	-1.54130408	15	HLA-DMB|HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DOA|CD40LG|HLA-DPA1|HLA-DRA	LUSC
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.011285006	0.092751332	0.380730401	-0.528575842	-1.725022944	27	CD28|FAS|HLA-B|HLA-A|HLA-F|HLA-E|CD86|HLA-DMB|HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DOA|CD40LG|HLA-G|HLA-DPA1|TG	LUSC
KEGG	KEGG_AXON_GUIDANCE	0.585501859	0.766413797	0.067362387	0.230670578	0.935022143	76	SEMA3F|SEMA3G|SEMA6A|SRGAP1|FES|EFNB2|EPHB4|NRP1|CXCL12|ABL1|SEMA3D|PLXNA1|DPYSL2|EPHA2|PAK1|GNAI1|CDK5|PLXNB2|MAPK3|CFL1|GNAI2|SEMA4C|PPP3CA|PAK4	LUSC
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.34194831	0.629726591	0.100279107	-0.341844832	-1.073872478	23	LEF1|TCF7|WNT11	LUSC
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.922772277	0.968189705	0.048897077	-0.198722079	-0.665750254	29	GTF2B|GTF2A2|TBPL1|TAF7L|TAF4B|GTF2H3	LUSC
KEGG	KEGG_BASE_EXCISION_REPAIR	0.022848611	0.146312513	0.352487858	0.477261519	1.59896985	32	PCNA|FEN1|POLE|LIG3|UNG|SMUG1|POLD1|POLD3|NTHL1|POLD4|LIG1|PARP1|PARP3|PARP4|APEX2|POLE4|OGG1|POLD2	LUSC
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.061349693	0.243125597	0.261663522	0.525991598	1.486518781	16	AOC3|ALDH7A1|ALDH2|ALDH3A2|EHHADH|SRM|ALDH1B1	LUSC
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.233918129	0.53059478	0.123842171	-0.409867567	-1.20161895	17	YOD1|ACOT7|ELOVL6|HACD1|FADS1|HACD2	LUSC
KEGG	KEGG_BLADDER_CANCER	0.075664622	0.270005444	0.234392647	-0.393112735	-1.395002137	38	CXCL8|E2F1|VEGFA|EGF	LUSC
KEGG	KEGG_BUTANOATE_METABOLISM	0.214428858	0.498547094	0.132147261	0.398273462	1.227745686	23	ALDH7A1|BDH1|ALDH2|PDHA1|ACAT1|ACADS|ACAT2|ALDH3A2|EHHADH|ALDH1B1|AACS|PDHB|ABAT|HADHA	LUSC
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.069915254	0.261626374	0.248911114	-0.329484685	-1.347307624	69	JUN|FOS|NFKBIA|IFITM1|IKBKG|DAPP1|CD79A|FCGR2B|LILRB3|CD19|PIK3CB|VAV3|AKT3|PPP3CC|SOS1	LUSC
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.067833698	0.261626374	0.257206466	-0.313632304	-1.328100624	90	CAMK4|TRHR|OXTR|MYLK|ADCY3|TBXA2R|SPHK1|SLC8A3|VDAC3|PRKCA|CALM3|PTGER3|AVPR1A|CYSLTR1|ATP2B1|PTAFR|CACNA1D|F2R|ITPR2|PPP3CC|CALM2|PRKCB|ADORA2B|TRPC1|ITPR1|P2RX1|PRKACB|GNA15|P2RX4|PPP3R1	LUSC
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.933460076	0.968189705	0.046508405	0.187517428	0.680754111	46	TPM2|COX7A1|CACNA2D2|CACNB3|COX8A|UQCRC1|CACNA1F|CYC1|UQCRFS1|ATP1B2|COX6A1|COX5B	LUSC
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.000517442	0.014692841	0.477270815	-0.445565444	-1.855656224	78	ICAM1|CD28|NLGN1|CD8B|SELL|ICAM2|HLA-B|ESAM|CLDN5|CD8A|SELPLG|ITGB1|HLA-A|CD226|HLA-F|ITGB7|CD58|PDCD1|PTPRC|GLG1|HLA-E|CD86|CD2|HLA-DMB|HLA-DRB5|VCAN|HLA-DRB1|HLA-DQA2|CD6|HLA-DOA|ITGA4|CD40LG|HLA-G|SELP|HLA-DPA1|PTPRF|ITGB2	LUSC
KEGG	KEGG_CELL_CYCLE	0.005256388	0.057511072	0.407017919	0.349972989	1.516945175	117	CCNA2|CDC45|ORC1|PLK1|CCNB2|ESPL1|MCM4|PCNA|CDC25A|CDC20|ORC6|CDK1|CDKN2A|PTTG1|CCND1|MCM3|TGFB3|MCM2|CDC6|CCNE1|MAD2L1|MCM7|CDKN2C|ABL1|MCM5|MAD2L2|SKP2|ANAPC2	LUSC
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.089519651	0.27665147	0.222056046	-0.27538857	-1.246087807	135	CXCL8|CXCR4|CXCL1|CCL3L3|CCR7|NFKBIA|ADCY3|IKBKG|PARD3|CCL5|CCR4|CXCL16|FOXO3|RAP1B|ARRB1|PIK3CB|GRK5|VAV3|AKT3|RAP1A|RASGRP2|CDC42|ITK|CXCR3|SOS1|JAK2|PRKCB|CCR1|BRAF|CXCL3|PRKACB	LUSC
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.746268657	0.892740792	0.062249043	-0.211747939	-0.860282829	68	NFKBIA|E2F1|BCL2L1|TGFB1|IKBKG|BCR|CDKN1A|PIK3CB|E2F3|RUNX1|AKT3	LUSC
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.366471735	0.66178391	0.094975153	-0.419101548	-1.081922217	11	PER1|NR1D1|BHLHE40|CRY1	LUSC
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.023598792	0.146312513	0.352487858	0.501037845	1.611240089	27	IDH1|PDHA1|IDH2|CS|OGDH|SUCLA2|FH|SDHB|ACLY|SUCLG1|MDH1|MDH2|ACO1|SDHC|PDHB|PCK2|SDHD|ACO2|DLD|IDH3B	LUSC
KEGG	KEGG_COLORECTAL_CANCER	0.240425532	0.532370821	0.128142917	-0.285377984	-1.130009163	58	JUN|FOS|LEF1|TCF7|TGFB1|MAPK10	LUSC
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.001303119	0.022034559	0.455059867	-0.581686299	-1.966990219	30	PLAUR|PLAU|CFD|C5AR1|F5|SERPINE1|SERPINA1|F13A1|CD55|TFPI|C3|CD46	LUSC
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.958250497	0.973959522	0.047353425	-0.192274161	-0.60401068	23	CTH|AMD1|LDHB|ADI1|SMS|MAT2B|DNMT1|ENOPH1|DNMT3A|TRDMT1	LUSC
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	8.18E-06	0.000760803	0.593325476	-0.446985643	-1.990950638	125	CXCL8|TNFRSF25|OSM|CXCR4|IL7R|TNFRSF1B|CXCL1|IL1RAP|CCL3L3|CCR7|CD27|VEGFA|FAS|CSF3R|PDGFA|IFNGR1|IL2RG|PDGFC|KITLG|TGFB1|EGF|RELT|ACVR1|CCL5|CCR4|IL7|CXCL16|EPOR|LTB|TNFSF4|ACVR2A|TNFRSF13C|IL15	LUSC
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.754601227	0.892740792	0.059731798	-0.230816835	-0.819077963	38	NFKBIA|POLR3G|IKBKG|CCL5	LUSC
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.455066922	0.70734127	0.081751558	0.266090244	0.989515425	51	ITGA7|TPM2|ITGA8|ITGB4|DES|ADCY4|CACNA2D2|TGFB3|CACNB3	LUSC
KEGG	KEGG_DNA_REPLICATION	0.003082977	0.038228919	0.431707696	0.517522593	1.770201689	35	MCM4|PCNA|FEN1|POLE|RNASEH2A|MCM3|MCM2|MCM7|POLA2|MCM5|POLD1|RNASEH2C|POLD3|POLD4|LIG1|RFC3|RFC5|POLE4|POLD2	LUSC
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.429447853	0.694585223	0.088626113	0.362012415	1.038611412	17	PIWIL4|NOTCH3|NOTCH4|MAP2K1|GRB2|MAPK3|ETS2	LUSC
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.084812623	0.271985309	0.216542837	0.465354199	1.427276382	22	MAOA|GSTM1|ADH1B|FMO2|ALDH3B1|GSTP1|MAOB	LUSC
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.079840319	0.270005444	0.224966094	0.475576015	1.441642668	21	TK1|CDA|IMPDH1|TK2|CES2|UCK2|UMPS|TYMP|ITPA|UCK1	LUSC
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	0.004425829	0.051450263	0.407017919	0.460969292	1.714216266	51	COL1A2|COL6A3|COL5A1|COL4A2|COL6A1|ITGA7|LAMA3|HSPG2|ITGA8|COL1A1|ITGB4|FN1|COL4A1|LAMB1	LUSC
KEGG	KEGG_ENDOCYTOSIS	0.690631808	0.845115239	0.067051258	-0.198602002	-0.911149386	156	CXCR4|NTRK1|LDLRAP1|HLA-B|IL2RG|EGF|DAB2|RAB11A|HLA-A|PARD3|CHMP6|HLA-F|EEA1|RAB4A|HSPA2|HLA-E|TFRC|ARRB1|AP2B1|DNAJC6|EHD3|MVB12B|GRK5|F2R|RAB11FIP3|VPS37A|IGF1R|CDC42|AP2M1|ASAP1|VPS37B|PARD6G|EHD1|HLA-G|RAB11B|VPS28|RAB31	LUSC
KEGG	KEGG_ENDOMETRIAL_CANCER	0.818355641	0.906036602	0.052805005	0.214256296	0.779318718	47	ERBB2|CCND1|TCF7L1|APC2|AKT2|AKT1|PIK3CG|PIK3CD|CTNNB1|MAP2K1|TP53|GRB2|MAPK3|RAF1|CTNNA1|ARAF	LUSC
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.002516165	0.03342905	0.431707696	-0.464836637	-1.82165077	54	CXCL8|JUN|CXCL1|NFKBIA|ATP6AP1|MAPK10|IKBKG|CCL5|ADAM10|CASP3	LUSC
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.126315789	0.350667714	0.181383128	-0.302820104	-1.232199944	67	JUN|AREG|NCK2|GAB1|PRKCA|EGF|NRG1|MAPK10|EREG|CDKN1A|PIK3CB|RPS6KB1|AKT3	LUSC
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.509960159	0.724603853	0.077884011	0.324838969	0.947194109	18	PLD1|PLPP3|ENPP2|PLPP1|PLD2|PAFAH2	LUSC
KEGG	KEGG_FATTY_ACID_METABOLISM	0.000601865	0.014692841	0.477270815	0.584420477	1.935477329	31	ADH1B|ACSL1|ACADVL|ALDH7A1|ACOX1|ALDH2|ECI1|ACOX3|ACAT1|CPT2|ACADS|ACAA2|ACAT2|ALDH3A2|EHHADH|ALDH1B1|GCDH	LUSC
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.965648855	0.976145038	0.045134422	0.168412124	0.635159769	55	MAPK12|SYK|AKT2|AKT1|PIK3CG|PIK3CD|TNF|MAPK13|PLCG2|MAP2K1|GRB2|MAPK3|INPP5D|RAF1|VAV1|MAP2K2|VAV2|RAC2	LUSC
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.509225092	0.724603853	0.073990144	0.235095505	0.972963178	83	ASAP3|PLD1|PLPP3|SYK|PLPP1|AKT2|AKT1|PIK3CG|PIK3CD|GSN|PLD2|HCK|PAK1|PIP4K2B|DOCK2|PLCG2|MAP2K1|MAPK3|INPP5D|CFL1|NCF1|SPHK2|RAF1|MYO10|ARPC4|VASP|VAV1|VAV2|ARPC5L|RAC2|WAS	LUSC
KEGG	KEGG_FOCAL_ADHESION	0.048780488	0.232645403	0.28201335	0.293518224	1.303911713	145	COL1A2|COL6A3|COL5A1|COL4A2|COL6A1|ITGA7|LAMA3|FLNC|ITGA8|BCAR1|COL1A1|PARVA|KDR|ITGB4|FN1|ERBB2|PXN|CCND1|ACTN4|TLN2|SHC1|COL4A1|LAMB1|AKT2|AKT1|PIK3CG|PIK3CD|FLT4|PPP1CA|LAMA4|RELN|PAK1|LAMA5|CTNNB1	LUSC
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.452332657	0.70734127	0.085288469	0.450701493	1.004103663	7	DHFR|FPGS	LUSC
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.163064833	0.402557796	0.152144922	0.396651313	1.289232078	28	HK3|PFKFB2|PFKFB4|PHPT1|ALDOA|PFKL|GMPPB|TPI1|GMDS|HK2|GMPPA|PMM1|FBP1|MTMR6	LUSC
KEGG	KEGG_GALACTOSE_METABOLISM	0.417165669	0.686662074	0.088894529	0.337672183	1.023606346	21	HK3|B4GALT2|GALK1|PGM1|PFKL|GANC|HK2	LUSC
KEGG	KEGG_GAP_JUNCTION	0.150423729	0.386275886	0.165656695	-0.306238255	-1.228723689	63	TUBB2A|ADCY3|TUBB1|TUBA4A|PDGFA|PDGFC|PRKCA|EGF|LPAR1|MAP2K5|TUBA1C|ITPR2|TUBAL3|SOS1|PRKCB|ITPR1|PRKACB|TUBB4B	LUSC
KEGG	KEGG_GLIOMA	0.411273486	0.686662074	0.092259726	-0.266809527	-1.027721002	51	E2F1|PDGFA|PRKCA|EGF|CALM3|CDKN1A|PIK3CB|E2F3|AKT3|IGF1R|CALM2|SOS1|PRKCB|BRAF	LUSC
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.847560976	0.917877907	0.054008827	-0.210564451	-0.743465993	37	GGT7|GPX4|ODC1|ANPEP	LUSC
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.476482618	0.722810247	0.082896213	-0.280078972	-0.993889871	38	DGAT2|DGKE|GPAT4|MBOAT2|LCLAT1|AGPAT1|GLA|LIPC|AGPAT4|MBOAT1|GPAT3	LUSC
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.028951181	0.163179381	0.352487858	-0.391070561	-1.537568458	55	CHPT1|ACHE|MBOAT7|PLA2G12A|ADPRM|DGKE|CDS2|GPAT4|CRLS1|PCYT1B|MBOAT2|LCLAT1|AGPAT1|AGPAT4|PLA2G4A|MBOAT1|GPAT3|LPCAT3|CDIPT|PLA2G6|CHKA	LUSC
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.323170732	0.629726591	0.105125132	0.372274945	1.108647358	20	AOC3|MAOA|PSAT1|ALAS1|SHMT1|GLYCTK|PHGDH	LUSC
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.000653522	0.014692841	0.477270815	0.53767704	1.905054396	41	HK3|ADH1B|ENO2|ALDH3B1|ALDH7A1|GPI|ALDH2|LDHA|PDHA1|PGM1|ACSS1|GAPDH|ALDOA|PFKL|PGAM1|TPI1|ALDH3A2|PGK1|ENO1|ACSS2|ALDH1B1|HK2	LUSC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.292397661	0.604288499	0.108820127	-0.384561076	-1.127427279	17	CHST12|CHST7|CHST11|CHPF2	LUSC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.824701195	0.907659304	0.054343439	0.253574505	0.709266278	15	B3GAT1|HS6ST1|EXTL3|HS3ST3B1|EXT2|HS2ST1|B4GALT7|B3GAT3|XYLT1|B3GALT6|GLCE|EXT1|XYLT2|NDST3|NDST1	LUSC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.799188641	0.902351852	0.056648418	-0.302242542	-0.744194964	10	ST3GAL3|B4GALT1|FUT8|ST3GAL1	LUSC
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.552	0.749575153	0.073990144	-0.325919701	-0.922218639	15	SGSH|HEXB|GALNS|IDS|GLB1	LUSC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.598440546	0.766413797	0.068632563	-0.343576522	-0.886952278	11	HEXB|ST3GAL5|SLC33A1|ST3GAL1|GLB1	LUSC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.589641434	0.766413797	0.070450085	-0.386136625	-0.898980926	8	HEXB|GLA|ST3GAL1	LUSC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.240079365	0.532370821	0.123257226	0.447492576	1.212686523	13	FUT4|FUT7|B4GALT2	LUSC
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.930894309	0.968189705	0.049690139	0.204900452	0.610200465	20	PIGM|GPAA1|PIGQ	LUSC
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.331349206	0.629726591	0.102080108	0.410809649	1.113277296	13	GLYCTK|CS|MTHFD1|MDH1|MDH2|ACO1|GRHPR|MTHFD1L|AFMID|PGP|ACO2	LUSC
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.443496802	0.70734127	0.089164712	-0.246026697	-0.99954948	68	JUN|ADCY3|PLA2G12A|PRKCA|MAPK10|CALM3|ATF4|PLA2G4A|CACNA1D|ITPR2|CDC42|CALM2|SOS1|PRKCB|ITPR1|PRKACB|PLA2G6|MAP2K4|CALM1|PLCB4|MAPK8	LUSC
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.011469251	0.092751332	0.380730401	-0.527613551	-1.699141791	26	CD28|FAS|HLA-B|HLA-A|HLA-F|HLA-E|CD86|HLA-DMB|HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DOA|HLA-G|HLA-DPA1	LUSC
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.5	0.724603853	0.078089231	-0.317911346	-0.965415908	20	BMP6|WNT11	LUSC
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	6.60E-05	0.004091401	0.538434096	-0.521783092	-2.092241492	64	IL7R|CD5|CD3E|CD8B|CD3G|CD3D|CD7|CSF3R|KITLG|CD8A|CD44|GP9|ANPEP|MS4A1|IL7|CD55|EPOR|CD19|GP1BA|TFRC|CD2|HLA-DRB5|ITGA1|CD1C|HLA-DRB1|IL11RA|ITGA2|ITGA4|CSF1	LUSC
KEGG	KEGG_HISTIDINE_METABOLISM	0.02187515	0.145313499	0.352487858	0.580626213	1.66581307	17	MAOA|HAL|ALDH3B1|ALDH7A1|ALDH2|MAOB|ALDH3A2|ALDH1B1|LCMT2	LUSC
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.096192385	0.279559118	0.204294757	0.448322852	1.382031442	23	RAD51|POLD1|RAD51D|BLM|POLD3|XRCC3|POLD4|MUS81|POLD2	LUSC
KEGG	KEGG_HUNTINGTONS_DISEASE	0.378277154	0.673452146	0.090824142	0.234316412	1.037600345	139	CLTCL1|PPARG|COX7A1|TGM2|DCTN1|NDUFS2|APAF1|COX8A|UQCRC1|PLCB3|CLTB|NDUFV3|NDUFB2|HIP1|CASP8|NDUFAB1|SDHB|NDUFB8|NDUFS3|TP53|NDUFB7|CYC1|NDUFB6|AP2A2|NDUFS7|TAF4|UQCRFS1|NRF1|DNAL4|NDUFA9|COX6A1|POLR2B|SDHC|CREBBP|IFT57|COX5B|NDUFV1|POLR2C|PLCB2|CREB3L4|HDAC1|POLR2L|NDUFB1|UQCRQ|CLTC|PLCB1	LUSC
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.544761905	0.749575153	0.072179797	0.256124721	0.940225846	48	ITGA7|TPM2|ITGA8|ITGB4|DES|CACNA2D2|TGFB3|CACNB3	LUSC
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.152380952	0.386275886	0.155241966	0.345022882	1.266568217	48	IMPA2|PLCD3|INPP1|ALDH6A1|PLCD1|PIK3CG|PIK3CD|OCRL|PLCB3|TPI1|PIP4K2B|INPPL1|PLCG2|IPMK|PI4KB|PI4KA	LUSC
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.791666667	0.902351852	0.053897903	0.199630163	0.852997954	112	HK3|SLC2A4|GYS1|LIPE|SHC1|FLOT2|AKT2|PPP1R3D|AKT1|SOCS1|PIK3CG|PIK3CD|FASN|ACACA|PPP1CA|PHKA2|EXOC7|INSR|MAP2K1|GRB2|MAPK3|INPP5D|FLOT1|EIF4E2|RAF1|HK2|TSC2|ARAF	LUSC
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.000172929	0.008041206	0.518848078	-0.655330207	-2.163438245	28	CXCR4|CD28|TGFB1|ITGB7|CD86|HLA-DMB|TNFRSF13C|IL15|HLA-DRB5|HLA-DRB1|TNFRSF13B|HLA-DQA2|HLA-DOA|ITGA4|CD40LG|TNFSF13B|HLA-DPA1	LUSC
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.55210643	0.749575153	0.079343496	-0.224479072	-0.94775963	86	OSM|IL7R|BCL2L1|CSF3R|IFNGR1|IL2RG|IL7|EPOR|PIK3CB|IL15|PIAS1|AKT3|SOCS3|IL11RA|SOS1|JAK2|LEPR	LUSC
KEGG	KEGG_LEISHMANIA_INFECTION	0.009806458	0.0868572	0.380730401	-0.403836906	-1.619103826	61	PTGS2|JUN|FOS|NFKBIA|IFNGR1|TGFB1|FCGR2A|ITGB1|C3|HLA-DMB|HLA-DRB5|HLA-DRB1|HLA-DQA2|JAK2|HLA-DOA|ITGA4|FCGR3B|PRKCB|TAB2|HLA-DPA1|ITGB2	LUSC
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.584870849	0.766413797	0.067051258	0.225381458	0.93276075	83	VCAM1|RAPGEF3|BCAR1|MAPK12|PXN|CDH5|NCF4|ACTN4|CXCL12|CTNND1|PTK2B|PIK3CG|PIK3CD|AFDN|MMP9|CTNNB1|MAPK13|ACTG1|NCF2|PLCG2|SIPA1|GNAI1|JAM3|NCF1|CTNNA1|GNAI2|JAM2|MMP2|VASP|MSN|VAV1	LUSC
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.395582329	0.683475224	0.092259726	0.437589767	1.064207887	9	ALDH7A1|ALDH2|ALDH3A2|EHHADH|ALDH1B1	LUSC
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.209803922	0.493968727	0.132147261	-0.653291798	-1.256746875	4	PLA2G12A|PLA2G4A|PLA2G6	LUSC
KEGG	KEGG_LONG_TERM_DEPRESSION	0.848790323	0.917877907	0.053566938	-0.208184047	-0.762933318	42	PLA2G12A|PRKCA|GNA13|PLA2G4A|ITPR2|IGF1R|PRKCB|BRAF|ITPR1|PLA2G6|GNAZ|PLCB4	LUSC
KEGG	KEGG_LONG_TERM_POTENTIATION	0.477987421	0.722810247	0.084074558	-0.260890745	-0.990426022	48	CAMK4|PRKCA|CALM3|RAP1B|ATF4|ITPR2|PPP3CC|RAP1A|CALM2|PRKCB|BRAF|ITPR1|PRKACB|PPP3R1|CALM1|PLCB4	LUSC
KEGG	KEGG_LYSINE_DEGRADATION	0.0251743	0.151045798	0.352487858	0.431731702	1.529677327	41	ALDH7A1|SETD7|ALDH2|PLOD3|PLOD1|ACAT1|SETD1A|OGDH|EHMT2|ACAT2|ALDH3A2|EHHADH|NSD2|ALDH1B1|SETD1B|GCDH|EHMT1|SETDB1|SUV39H1|TMLHE|AASS	LUSC
KEGG	KEGG_LYSOSOME	0.019852448	0.142021359	0.352487858	-0.343581309	-1.494653365	104	SGSH|SMPD1|MCOLN1|ATP6AP1|CTSA|AP3S2|LAMP2|AP1S2|LAPTM4A|LAPTM4B|ASAH1|PSAP|SLC17A5|HEXB|GAA|NEU1|CTNS|ACP5|ENTPD4|CTSF|M6PR|DNASE2|AP3M2|SLC11A1|GLA|CTSW|ATP6V0A1|LAMP1|CTSS|AP4S1|FUCA1|CD164|MANBA	LUSC
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.056549107	0.243125597	0.321775918	-0.277347393	-1.296934107	190	JUN|FOS|DDIT3|DUSP2|GADD45B|DUSP4|NTRK1|DUSP8|DUSP1|FAS|PDGFA|PLA2G12A|TGFB1|PRKCA|EGF|MAPK10|IKBKG|CACNB1|JUND|CASP3|MAP4K3|RASGRP1|HSPA2|RAP1B|ARRB1|MAP2K5|MAPK8IP3|RASA1|ATF4|DUSP14|AKT3|STK3|PLA2G4A|CACNA1D|FGF13|DUSP16|PPP3CC|RAP1A|RASGRP2|CDC42|NLK|DUSP10|SOS1	LUSC
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.139676113	0.376518219	0.168238166	0.762464423	1.308134291	3	NR5A2|HES1	LUSC
KEGG	KEGG_MELANOGENESIS	0.078389831	0.270005444	0.234392647	-0.341783679	-1.347593853	56	LEF1|TCF7|WNT11|ADCY3|KITLG|PRKCA|CALM3|MITF|FZD5	LUSC
KEGG	KEGG_MELANOMA	0.33747412	0.629726591	0.103576327	-0.292382504	-1.079778084	44	E2F1|PDGFA|PDGFC|EGF|MITF|CDKN1A|PIK3CB|E2F3|AKT3|FGF13|IGF1R|BRAF|BAD|PDGFD|FGF2	LUSC
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.151696607	0.386275886	0.159646702	0.43978442	1.333145415	21	GSTM1|ADH1B|AKR1C3|ALDH3B1|AKR1C1|CYP1B1|GSTP1	LUSC
KEGG	KEGG_MISMATCH_REPAIR	0.082840237	0.271985309	0.219250347	0.47438577	1.454976891	22	PCNA|POLD1|POLD3|MSH6|POLD4|LIG1|RFC3|EXO1|RFC5|POLD2	LUSC
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.972332016	0.977587865	0.046415496	0.17249053	0.611652384	42	RPS6KA2|ULK3|AKT2|AKT1|PIK3CG|PIK3CD|RPS6KA1	LUSC
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.07032967	0.261626374	0.252961123	-0.309607266	-1.310569451	88	ICAM1|FAS|ICAM2|HLA-B|IFNGR1|PRKCA|HLA-A|CASP3|HLA-E|PIK3CB|FYN|LCK|VAV3|CD48|PPP3CC|SOS1|FCGR3B|PRKCB|HLA-G|BRAF|NCR3|ITGB2|CD247|IFNAR1|PPP3R1|TNFRSF10B|NFAT5|TNFRSF10A|HCST|TNFRSF10C|CD244|SH2D1A	LUSC
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.030144724	0.164404182	0.352487858	-0.367142969	-1.510673145	72	TRHR|C5AR1|PTGIR|GRID1|OXTR|GRIK4|TBXA2R|PTGER4|FPR1|LPAR1|PARD3|F2RL3|LPAR3|PTGER3|FPR2|AVPR1A|VIPR1|CYSLTR1|P2RY10|P2RY8|P2RY1|PTAFR|VIPR2|F2R	LUSC
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.226012793	0.51899234	0.132846301	-0.257208565	-1.120553419	108	JUN|CAMK4|NFKBIA|NTRK1|GAB1|MAPK10|CALM3|KIDINS220|BEX3|FOXO3|RAP1B|PIK3CB|MAP2K5|ATF4|AKT3|RIPK2|YWHAE|RAP1A|CDC42|CALM2|SOS1	LUSC
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.662576687	0.832697728	0.065981614	0.293276133	0.84140744	17	NNMT|QPRT|NADK	LUSC
KEGG	KEGG_NITROGEN_METABOLISM	0.206225681	0.491768931	0.132846301	-0.469189066	-1.243541766	12	CA4|CTH|CA2|GLS|CA13	LUSC
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.061434963	0.243125597	0.321775918	-0.374593799	-1.467997634	54	CXCL8|CXCL1|TNFAIP3|NFKBIA|MAPK10|IKBKG|CCL5	LUSC
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.445807771	0.70734127	0.086539974	0.397657255	1.011839155	11	FEN1|XRCC5|PRKDC|XRCC4|XRCC6|LIG4	LUSC
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.774530271	0.900391441	0.059476029	-0.215880373	-0.818160552	47	E2F1|FHIT|PRKCA|EGF|FOXO3|PIK3CB|E2F3|AKT3|SOS1|PRKCB|BRAF	LUSC
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.559454191	0.751515152	0.072003314	0.258990225	0.926817925	43	JAG2|JAG1|DLL4|RBPJ|CTBP2|NOTCH3|NOTCH4|DTX2|NUMBL|MAML1|DVL1|DTX4|CREBBP|CTBP1	LUSC
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.340384615	0.629726591	0.09854998	0.304624489	1.07932119	41	PCNA|POLE|POLD1|POLD3|XPC|ERCC3|DDB1|POLD4|LIG1|ERCC2|RFC3|ERCC4|DDB2|RFC5|POLE4|POLD2	LUSC
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.078838174	0.270005444	0.23112671	-0.373217685	-1.353267069	41	MAN1A1|DAD1|MAN1C1|ALG6|MAN1A2|MGAT5|ALG11|ST6GAL1|ALG8|B4GALT1|FUT8|MAN2A1|STT3B|ALG13|RFT1|STT3A|B4GALT3|ALG5|DPAGT1|MAN2A2|MGAT4A	LUSC
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.06067163	0.243125597	0.321775918	-0.569470896	-1.648895825	16	OR2B6|ADCY3|CALM3|CALM2|PRKACB|OR2W3|CALM1	LUSC
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.095334686	0.279559118	0.206587923	0.51954394	1.422648692	14	TYMS|DHFR|SHMT1|GART|MTHFD1|SHMT2|MTFMT	LUSC
KEGG	KEGG_OOCYTE_MEIOSIS	0.095063985	0.279559118	0.195789002	0.306799146	1.28649848	88	PLK1|CCNB2|ESPL1|FBXO5|CDC20|MAPK12|CDK1|RPS6KA2|ADCY4|PTTG1|STAG3|CCNE1|MAD2L1|MAD2L2|RPS6KA1|ANAPC2|PPP2R5D|PPP1CA|BUB1|PPP2R1A|YWHAG|ANAPC11|MAP2K1|YWHAB|MAPK3	LUSC
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.284872299	0.595351096	0.111011492	-0.410384713	-1.142244962	14	HEXB|FUCA2|NEU1|MAN2B2|FUCA1|MANBA	LUSC
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.939001848	0.968189705	0.044954307	0.176202577	0.741596058	93	COX7A1|NDUFS2|COX8A|UQCRC1|NDUFV3|NDUFB2|NDUFAB1|SDHB|NDUFB8|NDUFS3|NDUFB7|CYC1|NDUFB6|NDUFS7|ATP6V0D1|ATP6V1F|UQCRFS1|NDUFA9|COX17|COX6A1|SDHC|COX5B|NDUFV1|ATP6V1B2	LUSC
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.7582846	0.892740792	0.057246114	-0.264691489	-0.766410882	16	GCNT4|GALNT10|GALNT6|C1GALT1|ST3GAL1|GALNT12|GALNT1	LUSC
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.503773585	0.724603853	0.075694631	0.254483809	0.96728601	56	PERP|CCNB2|GTSE1|TP53I3|CDK1|CDKN2A|CCND1|CCNE1|APAF1|SESN1|PIDD1	LUSC
KEGG	KEGG_PANCREATIC_CANCER	0.648305085	0.820304393	0.06879431	-0.22408935	-0.89911658	63	E2F1|VEGFA|BCL2L1|TGFB1|EGF|MAPK10|IKBKG	LUSC
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.857699805	0.922151236	0.051530912	-0.267263647	-0.689948485	11	VNN2|VNN1|PPCDC|PANK2|PANK3|DPYD|BCAT2|PPCS|COASY|BCAT1|PANK4	LUSC
KEGG	KEGG_PARKINSONS_DISEASE	0.90689013	0.968189705	0.046881986	0.183354432	0.773675817	95	COX7A1|LRRK2|NDUFS2|APAF1|UBA1|COX8A|UQCRC1|NDUFV3|NDUFB2|NDUFAB1|SDHB|NDUFB8|NDUFS3|NDUFB7|CYC1|NDUFB6|NDUFS7|UQCRFS1|NDUFA9|COX6A1|HTRA2|SDHC|UBE2G2|COX5B|NDUFV1	LUSC
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.109704641	0.309167626	0.195789002	-0.349888325	-1.293927844	45	TUBB2A|NCK2|TUBB1|TUBA4A|PRKCA|ITGB1|TUBA1C|FYN|TLR5|CDC42|TUBAL3|CTTN|EZR|TUBB4B	LUSC
KEGG	KEGG_PATHWAYS_IN_CANCER	0.030936271	0.164404182	0.352487858	-0.269604726	-1.310801406	238	CXCL8|PTGS2|JUN|FOS|LEF1|TCF7|NFKBIA|NTRK1|WNT11|E2F1|VEGFA|BCL2L1|FAS|CSF3R|PDGFA|KITLG|CDKN2B|TGFB1|RBX1|PRKCA|EGF|MAPK10|ITGB1|IKBKG|EGLN3|BCR|MITF|LAMC1|FZD5|CASP3	LUSC
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.678571429	0.839529351	0.063359701	-0.351283723	-0.84282747	9	UGT2B28	LUSC
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.088757396	0.27665147	0.211400189	0.460747169	1.413146273	22	GPI|PGM1|TKT|H6PD|ALDOA|PFKL|G6PD|RPE|TALDO1|PGLS|PGD|FBP1|PRPS2|PGM2	LUSC
KEGG	KEGG_PEROXISOME	0.007228965	0.070767764	0.407017919	0.416662451	1.600488051	61	ACSL1|DECR2|ACOX1|FAR2|IDH1|ACOX3|PEX11B|CAT|IDH2|PEX5|PMVK|MVK|PEX10|PEX26|PECR|HSD17B4|PRDX1|NUDT19|ECH1|PRDX5|EHHADH|DHRS4|SCP2|MPV17|AGPS|PEX13	LUSC
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.016307332	0.126381824	0.352487858	0.7252738	1.709598574	8	AOC3|MAOA|ALDH3B1|GOT1|MAOB|GOT2	LUSC
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.937735849	0.968189705	0.045953808	0.184192542	0.715492022	63	IMPA2|PLCD3|INPP1|PLCD1|PIK3CG|PIK3CD|OCRL|PLCB3|DGKZ|PIP4K2B|INPPL1|PLCG2|DGKQ|INPP5D|PI4KB|PI4KA	LUSC
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.046514316	0.227675337	0.321775918	-0.515271574	-1.584261399	21	ALAS2|UGT2B28|FECH|FTH1	LUSC
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.032133059	0.166020804	0.321775918	0.442480942	1.524736869	37	PPARG|FABP4|ACSL1|ACOX1|SCD|ACOX3|CPT2|FABP5|LPL|NR1H3|EHHADH|MMP1|RXRB|SCP2|RXRA|DBI|SLC27A5|ACAA1	LUSC
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.835365854	0.913988522	0.054680849	0.381141676	0.703217036	4	HSD17B4|SCP2|SLC27A5	LUSC
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.005756956	0.059488543	0.407017919	-0.543563775	-1.821024228	29	IL7R|CD3E|CD8B|CD3D|IL2RG|CD8A|IKBKG|CD79A|PTPRC|CD19|TAP1|TNFRSF13C|LCK|TNFRSF13B	LUSC
KEGG	KEGG_PRION_DISEASES	0.382892057	0.673452146	0.094975153	-0.329013857	-1.050392772	25	EGR1|HSPA5|CCL5|LAMC1|FYN|NOTCH1|PRKACB	LUSC
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.052532833	0.238319682	0.271288555	0.350253296	1.38537578	68	CCNA2|PLK1|CCNB2|CDC25A|MAPK12|CDK1|RPS6KA2|ADCY4|MAD2L1|AKT2|AKT1|PIK3CG|MAD2L2|PIK3CD|RPS6KA1|ANAPC2|BUB1|MAPK13|GNAI1|ANAPC11|MAP2K1|MAPK3|RAF1|GNAI2|ANAPC7|ARAF	LUSC
KEGG	KEGG_PROPANOATE_METABOLISM	0.019739926	0.142021359	0.352487858	0.508455673	1.635094379	27	ALDH7A1|ALDH2|LDHA|ALDH6A1|ACSS1|ACAT1|ACACA|SUCLA2|ACAT2|ALDH3A2|SUCLG1|EHHADH|ACSS2|ALDH1B1	LUSC
KEGG	KEGG_PROSTATE_CANCER	0.139484979	0.376518219	0.173747839	-0.291453678	-1.208042382	75	LEF1|TCF7|NFKBIA|E2F1|PDGFA|PDGFC|EGF|IKBKG|CDKN1A|PIK3CB|E2F3|ATF4|AKT3	LUSC
KEGG	KEGG_PROTEASOME	0.035838502	0.180161119	0.321775918	0.434440272	1.513497281	39	PSMB5|PSMC5|PSMC3|PSMB6|PSMD3|PSMC2|PSMD2|PSMB3|PSMB7|PSMA7|PSMB2|PSMC1|PSMB4|PSMD1|PSMA5|PSMD4|SEM1|PSMC4|PSMA3|PSMD12|PSMD8|PSMD7|PSMD14|PSMD11|PSMB8	LUSC
KEGG	KEGG_PROTEIN_EXPORT	0.051915908	0.238319682	0.321775918	-0.5091498	-1.565439303	21	IMMP2L|HSPA5|SPCS2|SEC62|SEC63|SEC11C	LUSC
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.341846758	0.629726591	0.09957912	-0.397065331	-1.105172439	14	CA4|ATP1B1|CA2|ATP1A3|GLS	LUSC
KEGG	KEGG_PURINE_METABOLISM	0.109704641	0.309167626	0.195789002	-0.281593089	-1.240403065	112	AK5|PDE3B|PDE4B|ADCY3|PDE6H|GMPR|FHIT|NT5C3A|POLR3G|DCK|PRUNE1|ADPRM|ENTPD5|NT5M|PDE9A|NT5E|PNPT1|PDE4D|ENTPD4|POLE2	LUSC
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.304990758	0.618336887	0.102821843	0.262865979	1.082669458	82	TK1|TYMS|CDA|DUT|POLE|DTYMK|POLA2|TK2|POLD1|POLR1B|TXNRD2|POLR3A|NME6|ENTPD6|CAD|POLD3|UCK2|UMPS|TYMP|POLD4|RRM1|ITPA|UCK1|ENTPD1|POLR2B|POLE4|POLR1C|POLD2|POLR3B|POLR3GL|POLR2C	LUSC
KEGG	KEGG_PYRUVATE_METABOLISM	0.026341348	0.153109085	0.352487858	0.4705381	1.576444372	32	ME3|ALDH7A1|ALDH2|LDHA|PDHA1|ACSS1|ACAT1|ACACA|ACAT2|ALDH3A2|ACSS2|ALDH1B1|MDH1|MDH2|GRHPR|ACACB|PDHB	LUSC
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.939338235	0.968189705	0.04468544	0.17363306	0.776139365	148	IQGAP3|ITGA7|TIAM2|ITGA8|BCAR1|ITGB4|FN1|PXN|ENAH|ACTN4|SSH3|CYFIP1|APC2|PIK3CG|PIK3CD|GSN|NCKAP1L|PFN1|PPP1CA|PAK1|GIT1|PIP4K2B|IQGAP1|MYH10|ACTG1|MAP2K1|CSK|MAPK3|CFL1|RAF1|ARAF|ARPC4|PAK4|MSN|VAV1|ARHGEF1|MAP2K2|ITGAM|ITGA9|FGD1|MYL5|VAV2|ARPC5L|RAC2|WAS	LUSC
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.947368421	0.968189705	0.046975873	-0.19950913	-0.584905883	17	GABARAPL1|PIK3C3|ATG4C|GABARAPL2|BECN1|PRKAA1	LUSC
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.495726496	0.724603853	0.083129129	-0.245200173	-0.972596614	59	JUN|VEGFA|GAB1|TGFB1|RBX1|EGLN3|RAP1B|PIK3CB|AKT3|RAP1A|CDC42|SOS1	LUSC
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.589641434	0.766413797	0.070450085	-0.38659217	-0.900041498	8	CTSA|ANPEP|LNPEP	LUSC
KEGG	KEGG_RETINOL_METABOLISM	0.276	0.590039979	0.114266502	-0.405782293	-1.148196909	15	UGT2B28|DGAT2|DHRS3	LUSC
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.758349705	0.892740792	0.057609111	0.302250433	0.760657596	10	ACP2|PHPT1|ACP6|RFK|MTMR6|MTMR1|FLAD1	LUSC
KEGG	KEGG_RIBOSOME	3.50E-09	6.51E-07	0.77493903	-0.658578829	-2.259002161	82	RPS4Y1|RPL6|RPS15A|RPL32|RPL31|RPS18|RPL9|RPS6|RPS12|RPL7|RPS13|RPS16|RPL13|RPL34|RPL37|RPL22|RPL5|RPS20|RPS3A|RPL4|RPL14|RPL21|RPS15|RPL39|RPL29|RPL38|RPS29|RPS5|RPL24|RPL19|RPS7|RPS25|RPL27A|RPL11|RPL26|RPL30|RPS27L|RPS21|RPS27|RPL36|RPL10A|RPLP2|RPL18A|RPS3|UBA52|RPL12|RPS4X|RPL35A|RPL3|RPL28|RPL27|RPL35|RPS9|RPL23|RPS11|RPS8|RPL18|RPL36AL|RPS17|RPL13A|RPS24|RPLP1|RPL23A|RPL10|RPL7A|RSL24D1|RPL37A|RPSA|RPL15	STAD
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.084033613	0.271985309	0.224966094	-0.346605019	-1.329193447	50	CXCL8|NFKBIA|MAPK10|IKBKG	LUSC
KEGG	KEGG_RNA_DEGRADATION	0.681553398	0.839529351	0.062112419	0.23153759	0.867644766	54	ENO2|EXOSC7|EXOSC2|EDC4|WDR61|LSM2|EXOSC3|EXOSC8|LSM6|ENO1|LSM4|EXOSC6|LSM7|SKIV2L|DCP1B|CNOT1|DCPS|ENO3|EXOSC5|LSM3|C1D|CNOT3	LUSC
KEGG	KEGG_RNA_POLYMERASE	0.810176125	0.902351852	0.054343439	0.238270919	0.749894862	25	POLR1B|POLR3A|POLR2B|POLR1C|POLR3B|POLR3GL|POLR2C|POLR2L|POLR3D|POLR1A|POLR2I|POLR3H|POLR3K|POLR2D|POLR2A|POLR2K	LUSC
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.594117647	0.766413797	0.069283647	-0.294570869	-0.894536817	20	GGT7|CTH	LUSC
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.383795309	0.673452146	0.097544922	-0.25072457	-1.03164954	72	PTGS2|NFKBIA|E2F1|BCL2L1|FHIT|CDKN2B|ITGB1|IKBKG|LAMC1|PIK3CB|E2F3|PIAS1|AKT3	LUSC
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.075203252	0.270005444	0.234392647	-0.395420285	-1.378971945	34	STX1A|STX17|STX7|GOSR1|BET1|BET1L|VAMP2|VAMP7|VAMP3|STX18|STX11|STX2|STX12|VTI1B|VAMP4	LUSC
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.322515213	0.629726591	0.105125132	-0.332286065	-1.096974279	28	ACER2|SMPD1|SPHK1|ASAH1|NEU1|GLA|ACER3|KDSR|B4GALT6|SGMS1|GLB1|DEGS1|GALC|SPTLC1	LUSC
KEGG	KEGG_SPLICEOSOME	0.164485981	0.402557796	0.147331214	0.267339407	1.165307861	121	HSPA1L|HSPA1A|DHX16|THOC3|EIF4A3|SNRNP200|PRPF8|EFTUD2|DHX38|LSM2|SRSF9|ALYREF|HSPA6|DHX15|LSM6|SRSF1|PRPF31|LSM4|PPIL1|PRPF19|DHX8|ACIN1|LSM7|SNRNP40|U2AF2|PRPF4|DDX23|SNRPB|PRPF38A|SF3B2|SF3B3|RBM8A|SNRPG|CHERP|SART1|HSPA1B|SNRPA1|TCERG1|PUF60|SNRPE|SNRNP27|SNRPF|SF3A3|CRNKL1|PRPF6|SNRPD3|DDX46|CDC40|PRPF40A|DDX42|CCDC12	LUSC
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.561616162	0.751515152	0.073621274	-0.300761793	-0.931506205	22	UGT2B28|AGL|UXS1|HK1|GAA	LUSC
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.945233266	0.968189705	0.048897077	0.207861298	0.569179199	14	DHCR7|DHCR24|LSS|EBP	LUSC
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.487951807	0.724603853	0.08063885	-0.355856034	-0.957841055	13	UGT2B28|HSD17B3|COMT	LUSC
KEGG	KEGG_SULFUR_METABOLISM	0.601593625	0.766413797	0.069448144	-0.383568504	-0.893001975	8	CHST12|CHST11	LUSC
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.270103093	0.584176456	0.117765788	-0.329467987	-1.14430511	35	CD28|FCGR2A|FCGR2B|C3|ACTN1|CD86|HLA-DMB|HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DOA|CD40LG|FCGR3B|HLA-DPA1	LUSC
KEGG	KEGG_TASTE_TRANSDUCTION	0.396856582	0.683475224	0.090824142	0.420373173	1.057930815	10	ADCY4|CACNA1A|PLCB2|ADCY6|PRKACA|GNB1	LUSC
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.352941176	0.643598616	0.097544922	-0.586709531	-1.128661606	4	GGT7	LUSC
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.456349206	0.70734127	0.08359906	0.374719793	1.015475268	13	ACAT1|PMVK|MVK|ACAT2|FDPS	LUSC
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.262711864	0.574875374	0.121543282	-0.284761895	-1.122766832	56	BMP6|CDKN2B|TGFB1|RBX1|ACVR1|LTBP1|SMAD1|RBL1|ACVR2A|TFDP1|RPS6KB1|BMPR2	LUSC
KEGG	KEGG_THYROID_CANCER	0.331325301	0.629726591	0.102821843	-0.33566336	-1.095447336	27	LEF1|TCF7|NTRK1	LUSC
KEGG	KEGG_TIGHT_JUNCTION	0.415607985	0.686662074	0.083836106	0.246457942	1.025484684	86	TJP1|MPDZ|RAB13|MYH11|ACTN4|MAGI1|SPTAN1|AKT2|AKT1|LLGL1|AFDN|EPB41L2|EPB41L1|CTNNB1|PPP2R1A|MYH10|EXOC3|ACTG1|GNAI1|JAM3|PARD6A|HCLS1|CTNNA1|GNAI2|JAM2	LUSC
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.059701493	0.243125597	0.271288555	-0.32636035	-1.350139941	74	CXCL8|JUN|FOS|NFKBIA|MAPK10|IKBKG|CCL5	LUSC
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.000240915	0.00896204	0.518848078	0.660909841	2.061844225	24	MAOA|ALDH7A1|INMT|ALDH2|CAT|IDO1|CYP1B1|ACAT1|OGDH|MAOB|ACAT2|ALDH3A2|EHHADH|ALDH1B1|GCDH	LUSC
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.462301587	0.710645415	0.082896213	0.29206559	0.967259619	31	HK3|SLC2A4|SOCS1|PIK3CG|CACNA1A|PIK3CD|TNF|INSR|MAPK3|HK2|MTOR	LUSC
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.009229522	0.085834558	0.380730401	-0.512087905	-1.731641094	30	CD28|FAS|HLA-B|HLA-A|HLA-F|HLA-E|CD86|HLA-DMB|HLA-DRB5|HLA-DRB1|PTPRN|ICA1|HLA-DQA2|HLA-DOA|HLA-G|HLA-DPA1	LUSC
KEGG	KEGG_TYROSINE_METABOLISM	0.020753968	0.142971782	0.352487858	0.54719257	1.65873831	21	AOC3|TPO|MAOA|ADH1B|ALDH3B1|GOT1|MAOB|LCMT2|GOT2	LUSC
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.000883351	0.01643032	0.477270815	-0.425785268	-1.80302116	90	JUN|FOS|NFKBIA|CD28|CD3E|CD8B|CD3G|CD3D|NCK2|CD8A|IKBKG|PDCD1|PTPRC|RASGRP1|PIK3CB|TEC|FYN|LCK|VAV3|AKT3|PPP3CC|CDC42|ITK|SOS1|CD40LG	LUSC
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.153679654	0.386275886	0.165656695	-0.262550085	-1.165952247	123	RBX1|UBE2H|UBE2B|FANCL|UBE2Q2|UBE2K|CDC16|UBE2D2|PIAS1|UBE2F|UBE4A|UBE2Q1|UBE2G1|UBE2E3|SOCS3|CDC27|UBE2L3|CUL5|UBE2D3|BIRC2|CDC34|RCHY1|SYVN1|FBXO2|NEDD4L|UBE3A|UBA2|FBXW7|PIAS2|UBE2L6|KLHL13|BRCA1|UBE3B|TRIM37|CUL3|CUL2|SKP1	LUSC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.703853955	0.855665593	0.062661823	0.3686989	0.821412668	7	PDHA1|VARS2|BCAT1|PDHB	LUSC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.512670565	0.724603853	0.076476705	0.27158161	0.945021078	38	ALDH7A1|ALDH2|ALDH6A1|ACAT1|ACADS|ACAA2|ACAT2|ALDH3A2|EHHADH|ALDH1B1|HSD17B10|ACAA1|BCAT1|ABAT|HADHA	LUSC
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.309168443	0.618336887	0.111011492	-0.263040225	-1.082324429	72	PTGIR|MYLK|ADCY3|PLA2G12A|RAMP1|PRKCA|CALM3|AVPR1A|GNA13|PLA2G4A|CACNA1D|ITPR2|KCNMA1|CALM2|PRKCB|ADORA2B|CALD1|BRAF|ITPR1|PRKACB|PLA2G6	LUSC
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.306910569	0.618336887	0.108394256	-0.314327305	-1.109834357	37	ADCY3|RAB11A|DCTN4|DYNLL2|AQP3|VAMP2|DYNLL1|RAB11B|PRKACB|RAB5A	LUSC
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.673728814	0.839529351	0.066896628	-0.223114461	-0.879701676	56	PTGS2|VEGFA|PLA2G12A|SPHK1|PRKCA|PIK3CB|AKT3|PLA2G4A|PPP3CC|CDC42|PRKCB|PLA2G6|PPP3R1|BAD|PTK2	LUSC
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.521920668	0.724603853	0.079131665	-0.26591498	-0.954543968	40	ADCY3|PRKCA|ATP6AP1|ATP6V0A1|ARF1|KCNQ1|PRKCB|PRKACB|ATP6V1D|TCIRG1|ERO1A|SLC12A2|KDELR2|TJP2	LUSC
KEGG	KEGG_VIRAL_MYOCARDITIS	0.000710944	0.014692841	0.477270815	-0.506942736	-1.939271595	49	ICAM1|CD28|DAG1|HLA-B|HLA-A|EIF4G3|HLA-F|CASP3|CD55|HLA-E|CD86|HLA-DMB|HLA-DRB5|CAV1|FYN|HLA-DRB1|HLA-DQA2|DMD|HLA-DOA|CD40LG|HLA-G|HLA-DPA1|ITGB2|EIF4G2	LUSC
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.805970149	0.902351852	0.058593757	-0.19498641	-0.842868429	100	JUN|LEF1|TCF7|WNT11|RBX1|PRKCA|MAPK10|PORCN|FZD5	LUSC
KEGG	KEGG_ABC_TRANSPORTERS	0.195488722	0.620940819	0.118287526	-0.46069159	-1.230722952	25	ABCA1|ABCD2|TAP1|ABCC5|ABCB10|ABCA6|ABCG2|ABCD3|ABCG1	OV
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.956462585	1	0.029706458	-0.212578504	-0.649418754	53	LEF1|PIM2|TCF7	OV
KEGG	KEGG_ADHERENS_JUNCTION	0.615183246	0.864263588	0.048505984	-0.282108519	-0.882247155	63	LEF1|WASF1|TCF7|CTNNA3|IGF1R|CDH1|NECTIN2|CDC42|RAC1|TGFBR1|PTPRJ|ACP1|FER|FYN|WASF2|PTPRF|TCF7L2|RHOA	OV
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.078729282	0.497810219	0.186432558	-0.464370011	-1.417110689	51	NFKBIA|SOCS3|TNFRSF1B|PRKAB2|IRS2|MAPK10|IRS1|TNFRSF1A|ADIPOR1|ACSL3|LEPR|JAK2	OV
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.198324022	0.620940819	0.165656695	0.448154268	1.240366482	16	ASS1|CAD|GPT2|ABAT|ASL	OV
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.340943683	0.766499	0.085042746	-0.410049352	-1.08672373	24	IRS2|NEDD4L|IRS1|ATP1A3|NR3C2|ATP1B1|PIK3R1|PRKCA|ATP1A1	OV
KEGG	KEGG_ALLOGRAFT_REJECTION	0.393343419	0.786686838	0.077073673	-0.388808905	-1.047861869	26	FAS|CD28|CD86|HLA-F|HLA-DQA2	OV
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.612149533	0.864263588	0.076674687	0.414510586	0.866754522	6	ACOX1|PLA2G6|ACOX3	OV
KEGG	KEGG_ALZHEIMERS_DISEASE	0.997621879	1	0.020048039	-0.157908445	-0.537908672	127	FAS|MME|CASP3|BACE1|TNFRSF1A|CAPN2|CALM2|EIF2AK3|CACNA1D|NDUFA5|SDHA|CALM1|CHP1|COX4I1|NCSTN|UQCRH|IL1B|UQCRB|NDUFS5|SNCA|NDUFB10|COX6C|NDUFA6|NDUFS8|PPP3CC|APBB1|BAD|SDHD|COX7B|ADAM17	OV
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.497142857	0.818961182	0.09957912	0.339204854	0.964291651	19	NARS2|DARS2|EARS2|TARS2|MARS2|HARS2|FARSA|YARS2|WARS2	OV
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.959124088	1	0.033016251	-0.210576428	-0.608082983	37	HEXB|UXS1|PMM2|FPGT|HK2|HK1|NANS|GNPDA2|UAP1|CMAS	OV
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.497866287	0.818961182	0.062249043	-0.329236149	-0.959353684	39	TNFRSF1B|NEFL|CASP3|MAP2K3|TNFRSF1A|RAC1|MAPK14|MAP2K6|RAB5A|CHP1|CCS|BCL2L1	OV
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.11292517	0.572788354	0.152144922	-0.43516192	-1.333875989	54	CD8B|CD8A|HSPA5|CTSS|TAP1|HSPA2|CTSB|HLA-F|HLA-DQA2|TAPBP|CD74|NFYB|CTSL|HLA-DMB|CALR|HLA-G|CANX|HLA-A|HLA-C|HLA-B|B2M|PSME1|PDIA3|PSME2	OV
KEGG	KEGG_APOPTOSIS	0.25	0.664285714	0.092848121	-0.355522018	-1.138215193	78	IL1RAP|NFKBIA|NTRK1|FAS|TNFRSF10C|CSF2RB|CASP3|TNFRSF1A|CAPN2|CFLAR|CASP6|IKBKG|TNFSF10|PIK3R1|CHP1|IRAK2|IL1B|RELA|BIRC2|BCL2L1	OV
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.590563166	0.864263588	0.057366743	-0.338806361	-0.897913657	24	PTGS2|CYP4F3|GGT7|GGT1|GPX7|TBXAS1|PLA2G4A|EPHX2	OV
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.471518987	0.818961182	0.109250039	0.295759	0.987931002	35	ASS1|PYCR3|GATM|ALDH1B1|NOS3|GAMT|SRM|ASL|PYCR1|ALDH3A2	OV
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.461864407	0.818961182	0.065532103	-0.333285653	-0.986344378	44	DSC2|LEF1|TCF7|CTNNA3|ITGA5|DAG1|ITGA4|ITGA2|LMNA|CACNA1D	OV
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.602811951	0.864263588	0.063219117	-0.449850974	-0.912531937	7	UGT2B28|ALDH2	OV
KEGG	KEGG_ASTHMA	0.51396648	0.824118667	0.096240602	0.348860108	0.965547838	16	TNF|HLA-DQA1|HLA-DPB1|CD40|HLA-DQB1|HLA-DOA	OV
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.470852018	0.818961182	0.067362387	-0.363668829	-0.992671952	27	FAS|CD28|CD86|HLA-F|HLA-DQA2	OV
KEGG	KEGG_AXON_GUIDANCE	0.15720524	0.593720565	0.237793834	0.301386168	1.202122097	76	EPHA2|EPHB1|SEMA3G|SEMA3D|EFNB2|NRP1|SEMA6A|CXCL12|SRGAP1|PLXNB2|SEMA4C|SEMA4B|GNAI1|LIMK1|ABL1|PLXNB3	OV
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.247344461	0.664285714	0.103576327	-0.449948653	-1.178345325	22	LEF1|TCF7|PTCH1|FZD8|FZD5|AXIN2	OV
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.825301205	0.984012975	0.04148804	-0.26546352	-0.733011797	29	TAF7L|GTF2B|TAF7|TBPL1|GTF2A2|GTF2H1|TAF13|TAF4B	OV
KEGG	KEGG_BASE_EXCISION_REPAIR	0.046263109	0.443582734	0.321775918	0.45088356	1.466869402	32	SMUG1|POLD2|OGG1|PARP1|NTHL1|UNG|POLD4|FEN1|LIG3|POLD1|PCNA|MPG|MBD4|POLE|POLE4	OV
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.492021277	0.818961182	0.095920678	0.356818787	0.972899864	14	ALDH1B1|ABAT|MLYCD|SRM|ALDH3A2|ALDH7A1	OV
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.520737327	0.82450131	0.063784539	-0.378282066	-0.955177696	17	ELOVL6|PECR|YOD1|HACD2|SCD|FADS1|HSD17B12|TECR	OV
KEGG	KEGG_BLADDER_CANCER	0.041606887	0.443582734	0.266350657	-0.551707344	-1.599742897	38	CXCL8|E2F1|VEGFA|MMP9|CDH1|CDKN1A|E2F2|E2F3	OV
KEGG	KEGG_BUTANOATE_METABOLISM	0.635568513	0.875672174	0.086539974	0.29010496	0.859640028	22	ALDH1B1|ABAT|BDH1|ALDH3A2|AACS|ALDH7A1|PDHA1|ECHS1	OV
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.213263979	0.623391132	0.103197467	-0.37348339	-1.177741638	69	FOS|NFKBIA|JUN|LILRB3|IFITM1	OV
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.427480916	0.803145963	0.064214088	-0.310786228	-1.004889819	84	BST1|CAMK4|TRHR|PTAFR|OXTR|VDAC3|P2RX4|PTGER3|AVPR1A|ATP2B1|MYLK|CYSLTR1|CALM2|HRH2|ADCY3|CACNA1D|CALM1|TBXA2R|CHP1|P2RX1|PRKCA	OV
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.975945017	1	0.072535186	0.177789682	0.630732757	45	COX7A1|CACNA1F|CACNB3|TPM2|SLC9A1|RYR2|MT-CYB|CACNA2D3	OV
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.03515625	0.443582734	0.276500599	-0.511258143	-1.620512807	72	ICAM1|CD8B|SELL|VCAN|CD8A|CD28|SELPLG|CD86|NLGN1|CDH1|CD274|HLA-F|PDCD1|PTPRC|HLA-DQA2|PECAM1|ITGB2|CD2|NECTIN2|CD6|CD58|ITGA4|MPZL1	OV
KEGG	KEGG_CELL_CYCLE	0.357400722	0.766499	0.070281284	-0.309689175	-1.046306254	116	GADD45B|E2F1|CDKN2B|MCM6|CDC25C|GADD45G|CDKN1A|ESPL1|CDC16|TFDP1|E2F2|E2F3|CDKN1B|CDK1|DBF4|ANAPC13|RBX1|CCNE2|CDC6|GADD45A|RAD21|ANAPC10|RB1|PTTG1|SMC3|CHEK1	OV
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.068263473	0.488346384	0.186432558	-0.418467039	-1.426308186	132	CXCL8|CXCR4|CXCL1|NFKBIA|CXCR1|CCL3L3|CCR7|CXCL10|CXCL16|STAT1|FOXO3|GNG8|CCR1|CXCR2|CXCL2|ITK|SOS1|ARRB2|PRKCD|RAP1A|JAK2|ELMO1|CDC42|ADCY3|RAC1|NRAS|ARRB1|IKBKG|CCL4L2	OV
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.309305374	0.764425448	0.082205492	-0.344597984	-1.082954329	67	NFKBIA|E2F1|GAB2|CDKN1A|E2F2|E2F3|CDKN1B|BCR|SOS1|NRAS|TGFBR1|RB1|IKBKG|PIK3R1|RELA|BCL2L1|MDM2|BRAF|PTPN11|CDK6|AKT3|BAD|CBL|HDAC2	OV
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.537581699	0.826365257	0.065235306	-0.4204564	-0.944218907	11	PER1|BHLHE40|NR1D1	OV
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.99103139	1	0.032578517	-0.180854791	-0.493661991	27	SDHA|DLST|DLD|SDHD|PC|PCK2|SDHB|IDH1|SUCLG1|ACO2|IDH3G|SUCLG2|IDH3B|SDHC|ACO1|FH|DLAT|MDH1|PDHB|IDH2|IDH3A|PDHA1|CS|OGDH|SUCLA2|ACLY|MDH2	OV
KEGG	KEGG_COLORECTAL_CANCER	0.132253711	0.585695007	0.138805109	-0.42213836	-1.300759985	57	FOS|JUN|LEF1|TCF7|MAPK10|CASP3|RALGDS|AXIN2	OV
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.013856774	0.439019057	0.380730401	-0.660311278	-1.82328614	29	PLAU|PLAUR|CFD|C5AR1|SERPINA1|F5|CD46|SERPINE1|C3AR1|CD55	OV
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.766917293	0.96376258	0.044774889	-0.288808549	-0.763395125	23	SMS|LDHB|MAT2B|LDHA|AMD1|ENOPH1|CTH|DNMT1	OV
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	0.001352316	0.194186863	0.455059867	-0.56977449	-1.937453752	121	CXCL8|OSM|TNFRSF25|CXCR4|CXCL1|IL1RAP|IL1R2|CSF3R|VEGFA|TNFRSF1B|FAS|IL7R|CXCR1|CSF1|CCL3L3|CCR7|TNFRSF10C|IL2RG|IFNGR1|PDGFC|TNFSF13B|CSF2RB|TNFSF8|IL13RA1|CXCL10|CXCL16|KITLG|CCR1|IFNGR2|ACVR1B|CXCR2|IL4R|RELT|CXCL2|LTBR|CD27|IL6R|IL15|TNFSF4|TNFRSF1A	OV
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.466284075	0.818961182	0.065831196	-0.336835244	-0.976694971	38	NFKBIA|CXCL10|POLR3G|POLR1D|IKBKG|CCL4L2|IL1B|RELA	OV
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.929054054	1	0.074175897	0.195135511	0.699632003	46	CACNA1F|ITGA3|CACNB3|TNF|TPM2|ADCY6|PRKX|ACTB|RYR2|CACNA2D3|ACTG1|ADCY9|ITGB4|TPM1|ADCY7	OV
KEGG	KEGG_DNA_REPLICATION	0.316455696	0.764425448	0.13725078	0.321924113	1.075330969	35	RNASEH2A|POLD2|MCM3|POLD4|FEN1|MCM5|POLD1|PCNA|MCM4|RNASEH2C|RFC5|POLE|POLE4|POLD3|POLA2|POLE3	OV
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.184331797	0.615737204	0.123842171	-0.5036913	-1.271841143	17	ETV7|NOTCH1|SOS1|SPIRE1	OV
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.435779817	0.80476422	0.072357085	-0.389002074	-1.006699157	20	GSTM1|UGT2B28|GSTM5|MGST3|GSTM4|MGST1|GSTM2|GSTM3	OV
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.904689864	1	0.037458421	-0.246800592	-0.646897058	21	UGT2B28|CES1|UPP1|CDA	OV
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	0.283783784	0.724768866	0.151148761	0.309971814	1.111362047	46	LAMA3|COL4A2|HSPG2|AGRN|GP5|SDC4|VWF|ITGA3|COL6A3|LAMB1|THBS1	OV
KEGG	KEGG_ENDOCYTOSIS	0.573903002	0.864263588	0.045953808	-0.265793774	-0.92362794	155	CXCR4|NTRK1|CXCR1|IL2RG|IGF1R|HSPA2|HLA-F|NEDD4L|CXCR2|TFRC|LDLRAP1|VPS37B|DAB2|ARRB2|MVB12B|CDC42|CHMP4B|ARRB1|RAB11FIP3|SH3GL1|ASAP1|RAB11A|RAB5A|HLA-G|CHMP1B|HLA-A|LDLR|CHMP2A|TRAF6|ARFGAP3|HLA-C|MDM2|HLA-B	OV
KEGG	KEGG_ENDOMETRIAL_CANCER	0.506346968	0.818961182	0.061036373	-0.317433108	-0.94807554	47	LEF1|TCF7|CTNNA3|CDH1|FOXO3|ELK1|AXIN2|SOS1|NRAS|PTEN|PIK3R1	OV
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.020456477	0.439019057	0.352487858	-0.579889761	-1.771539829	53	CXCL8|CXCL1|NFKBIA|JUN|CXCR1|MAPK10|CASP3|ATP6V0B|CXCR2	OV
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.140235911	0.593720565	0.132147261	-0.404417295	-1.270946088	67	AREG|JUN|NRG1|MAPK10|EREG|GAB1|CDKN1A|ELK1|CDKN1B	OV
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.207055215	0.621165644	0.115734448	-0.48996695	-1.24601251	18	PLA2G7|CHPT1|LPCAT2|LPCAT4	OV
KEGG	KEGG_FATTY_ACID_METABOLISM	0.411242604	0.803145963	0.113787262	0.322004561	1.02260882	29	ACADVL|ACOX1|CPT1A|ALDH1B1|ACAA2|ECI1|ALDH3A2|ACOX3	OV
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.711772666	0.925802209	0.043363699	-0.267188824	-0.820537181	55	MAPK10|GAB2|MAP2K3|SOS1|PRKCD|RAC1|NRAS|MAPK14|PLA2G4A|PIK3R1|MAP2K6|PRKCA|FYN|LCP2|VAV3	OV
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.797953964	0.96376258	0.035466501	-0.242104872	-0.78040237	83	MARCKS|FCGR1A|WASF1|LIMK2|FCGR2A|PTPRC|GAB2|ARPC1B|PRKCD|GSN|CDC42|RAC1|PLA2G4A|ASAP1|PIK3R1|PRKCA|VAV3|ARPC5|WASF2	OV
KEGG	KEGG_FOCAL_ADHESION	0.644287397	0.881157763	0.04157179	-0.259106135	-0.890163061	139	COL1A2|JUN|VEGFA|LAMB3|MAPK10|PDGFC|IGF1R|FN1|CAV2|ITGA5|CAV1|ELK1|MYLK|SOS1|ITGA4|CAPN2|ITGA2|RAP1A|PDGFB|MYL12A|CDC42|RELN|RAC1	OV
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.128295255	0.585695007	0.163180127	-0.665325168	-1.349625765	7	ALPL|SPR	OV
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.34592145	0.766499	0.083836106	-0.392969442	-1.075108791	28	PFKFB3|ALDOB|KHK|PMM2|FPGT|HK2|HK1	OV
KEGG	KEGG_GALACTOSE_METABOLISM	0.614220877	0.864263588	0.055249566	-0.331197789	-0.868113293	21	MGAM|B4GALT1|GAA|GLB1|HK2|HK1	OV
KEGG	KEGG_GAP_JUNCTION	0.959183673	1	0.082434409	0.185386721	0.702793139	61	TJP1|LPAR1|GNA11|ADCY6|GNAI1|HTR2A|PRKG2|PLCB3|TUBB4A|PRKX|TUBAL3|PLCB2|GJA1|ADCY9|TUBA1A|TUBA1B|ADCY7|TUBA1C|MAPK3	OV
KEGG	KEGG_GLIOMA	0.346153846	0.766499	0.078711381	-0.345334799	-1.052281894	50	E2F1|IGF1R|CDKN1A|E2F2|E2F3|SOS1|CALM2|PDGFB|NRAS|PTEN|RB1|CALM1|PIK3R1|PRKCA|CAMK2D|MDM2|BRAF	OV
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.080291971	0.497810219	0.190023305	-0.4931699	-1.424130073	37	ANPEP|GSTM1|GGT7|GCLC|GGT1|GSTM5|SMS|MGST3|LAP3|GPX7|GSTM4|MGST1|GSTM2|GPX4|GSTM3	OV
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.842335766	0.985373915	0.039115525	-0.24987602	-0.721568683	37	DGAT2|GPAT3|ALDH2|GPAT4|MBOAT1|DGKA	OV
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.091156463	0.522961575	0.170932335	-0.454663558	-1.393653204	54	MBOAT7|ACHE|CHPT1|LPCAT2|GPAT3|ADPRM|PCYT1B|LPCAT4|PHOSPHO1|LPGAT1|GPAT4|MBOAT1|DGKA|PLA2G4A|CRLS1	OV
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.332822086	0.766499	0.086794976	-0.426521115	-1.099958901	19	ALAS2|GLDC	OV
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.913043478	1	0.074550078	0.211459921	0.731411726	40	ENO2|PGM1|ALDH1B1|HK3|ACSS1|GPI|ALDH3A2|GAPDH|PKM|PFKL|ALDH3B1|ALDOA|PFKM|ALDH7A1	OV
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.52607362	0.82450131	0.063219117	-0.370423988	-0.942008279	18	CHST11|CHST7|CHPF2|CHSY1|DSE	OV
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.156424581	0.593720565	0.188204146	0.471295655	1.30441541	16	HS3ST1|B3GAT1|HS3ST3B1|HS6ST1|B3GAT3|XYLT2	OV
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.503289474	0.818961182	0.06879431	-0.447911904	-0.988111641	10	B4GALT1|ST3GAL1|B3GNT2|B4GALT3	OV
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.357142857	0.766499	0.08359906	-0.442671743	-1.096113643	16	SGSH|HEXB|GALNS|GNS|ARSB|GLB1	OV
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.072368421	0.497810219	0.213927855	-0.634758356	-1.400302414	10	HEXB|ST3GAL1|GLB1|ST6GALNAC4	OV
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.598627787	0.864263588	0.062386149	-0.437637205	-0.91802072	8	HEXB|ST3GAL1	OV
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.975206612	1	0.038084205	-0.229778913	-0.525087211	12	B4GALT1|B3GNT2|B4GALT3|ST3GAL4|ABO	OV
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.782991202	0.96376258	0.075694631	0.26702853	0.77688736	21	PIGM|PIGH|GPLD1|GPAA1|PIGN|PIGV|PIGS	OV
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.92746114	1	0.061169263	0.242629423	0.649106644	13	GLYCTK|MDH2|MTHFD1|MTHFD1L|CS|MDH1|ACO1|AFMID	OV
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.263089005	0.689219084	0.091107313	-0.361311634	-1.131812295	65	JUN|MAPK10|ELK1|MAP2K3|SOS1|CALM2|PRKCD|CDC42|ADCY3|CACNA1D|NRAS|MAPK14|PLA2G4A|CALM1|MAP2K6|PRKCA	OV
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.393343419	0.786686838	0.077073673	-0.388515864	-1.047072107	26	FAS|CD28|CD86|HLA-F|HLA-DQA2	OV
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.797546012	0.96376258	0.043887984	-0.284920431	-0.734783704	19	BMP6|PTCH1	OV
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.014784515	0.439019057	0.380730401	-0.619613062	-1.940944095	65	IL1R2|CSF3R|CD8B|IL7R|MME|CD3G|CD8A|ANPEP|CD5|CSF1|CD3D|CD3E|FCGR1A|CD14|CD44|CD7|KITLG|ITGA5|TFRC|IL4R|CD2|CD55|IL6R|CD33|ITGA4|ITGA2|IL7	OV
KEGG	KEGG_HISTIDINE_METABOLISM	0.988603989	1	0.062661823	0.172076958	0.479182997	17	ALDH1B1|ALDH3A2|ALDH3B1|LCMT2|ALDH7A1|MAOB	OV
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.112759644	0.572788354	0.23112671	0.456429921	1.364286075	23	XRCC3|XRCC2|POLD2|POLD4|RAD52|POLD1|MUS81|RAD51B|RAD51D|POLD3|SEM1	OV
KEGG	KEGG_HUNTINGTONS_DISEASE	1	1	0.107554375	0.119114445	0.519952058	139	PPARG|COX7A1|CASP9|DLG4|NRF1|IFT57|TP53|PLCB3|NDUFB2|CLTCL1|SLC25A4|MT-CYB|NDUFA4|POLR2B|POLR2I|NDUFS2|HDAC1|PLCB2|NDUFB7|CASP8|POLR2G|BDNF|TAF4|DCTN1|POLR2C|NDUFS7|NDUFAB1	OV
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.837570621	0.985373915	0.037848772	-0.247650502	-0.732910878	44	PRKAB2|TTN|ITGA5|DAG1|ITGA4|ITGA2|LMNA|CACNA1D	OV
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.047697068	0.443582734	0.321775918	0.383769659	1.388899052	48	PIK3C2B|PLCD3|PLCD4|PLCG2|PIK3CG|IMPA2|PIP4K2B|INPP1|INPP5E|PLCB3|OCRL|PIK3CD|PI4KB|PLCB2|ALDH6A1	OV
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.537128713	0.826365257	0.052163031	-0.281159863	-0.939671188	111	SOCS3|PDE3B|PRKAB2|IRS2|MAPK10|IRS1|ELK1|SOCS2|SOS1|PYGL|CALM2|HK2|SREBF1|FOXO1|NRAS|HK1|MKNK2|CALM1|PIK3R1|SH2B2|RPS6|PPP1R3B|PTPRF|BRAF|SOCS4|PYGM|FLOT1|PRKAR1A|RHOQ|PPP1CB|AKT3|BAD|CBL|MAPK8	OV
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.087613293	0.522961575	0.184706471	-0.514604468	-1.407885012	28	CXCR4|CD28|CD86|TNFSF13B|HLA-DQA2|LTBR|IL15|ITGA4	OV
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.224619289	0.633017997	0.09854998	-0.358328163	-1.161212317	85	OSM|CSF3R|SOCS3|IL7R|IL2RG|IFNGR1|CSF2RB|IL13RA1|STAT1|IFNGR2|IL4R|IL6R|SOCS2|IL15|SOS1|IL7|LEPR|JAK2|SOCS5	OV
KEGG	KEGG_LEISHMANIA_INFECTION	0.025963493	0.439019057	0.352487858	-0.574207639	-1.778264035	59	FOS|PTGS2|NFKBIA|JUN|FCGR3B|FCGR1A|IFNGR1|TLR2|STAT1|FCGR2A|IFNGR2|HLA-DQA2|ELK1|NCF4|ITGB2|TAB2|ITGA4|JAK2|CYBA|MAPK14|HLA-DMB|NCF2|TLR4|IL1B|TRAF6|RELA|JAK1	OV
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.416237113	0.803145963	0.06613262	-0.315234268	-1.009777268	80	ICAM1|CXCR4|MMP9|CTNNA3|CYBB|PECAM1|NCF4|ITGB2|EZR|ITK|ITGA4|RAP1A|MYL12A|CYBA|CDC42|RAC1|MAPK14|PIK3R1|NCF2|PRKCA|VAV3	OV
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.696397942	0.923898319	0.055249566	-0.397840807	-0.834540801	8	YOD1|ALDH2	OV
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.463302752	0.818961182	0.090824142	0.543705194	1.025775586	4	ALOX15|PLA2G6	OV
KEGG	KEGG_LONG_TERM_DEPRESSION	0.996587031	1	0.07113274	0.166889751	0.577763919	41	GNA11|GNAI1|RYR1|PRKG2|PLCB3|PLA2G6|PLCB2|PPP2R1A|GNAO1|GNAZ|MAPK3|GNA12	OV
KEGG	KEGG_LONG_TERM_POTENTIATION	0.995804196	1	0.029068819	-0.162250895	-0.488568446	48	CAMK4|CALM2|RAP1A|NRAS|CALM1|CHP1|PRKCA|CAMK2D|BRAF|PPP3CC|RAP1B|PPP1CB|PPP1R12A|ITPR3|PRKACB|RPS6KA3|CALM3	OV
KEGG	KEGG_LYSINE_DEGRADATION	0.91638796	1	0.074362538	0.210491473	0.728061995	40	ALDH1B1|EHMT2|PLOD1|AASDHPPT|SUV39H2|ALDH3A2|EHMT1|AASS|SETDB1|SETD1A|PLOD3|SETMAR|SETD7|ALDH7A1|TMLHE|OGDH	OV
KEGG	KEGG_LYSOSOME	0.05361596	0.444864048	0.216542837	-0.454486055	-1.502923667	104	MCOLN1|SLC11A1|SGSH|CTSS|CTSF|PPT1|HEXB|CTNS|GALNS|CTSB|LAPTM4A|GAA|ASAH1|CTSD|ATP6V0B|GM2A|IGF2R|GNS|AP1S2|DNASE2|AP1B1|CTSH|ARSB|GALC|GLB1|CTSZ|AP3M2|SCARB2|NEU1|AGA|M6PR|TCIRG1|CTSL|SMPD1|LAPTM5|SLC17A5|LAPTM4B|MANBA	OV
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.046432616	0.443582734	0.222056046	-0.417547941	-1.467709858	185	FOS|IL1R2|DUSP1|JUN|GADD45B|NTRK1|DDIT3|DUSP2|FAS|DUSP4|DUSP8|MAPK10|JUND|CD14|HSPA2|DUSP10|CASP3|GADD45G|ELK1|MAP2K3|MAP3K20|TAB2|RELB|DUSP16|SOS1|ARRB2|TNFRSF1A|NF1|RASGRP1|RAP1A|GADD45A|PDGFB|CDC42|CACNA1D|RAC1|NRAS|TGFBR1|ARRB1|MAPK14|PLA2G4A|IKBKG|MKNK2|MAP2K6|DUSP14|CHP1|CACNB1|PRKCA|STK4|CDC25B|IL1B|FGF13	OV
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.150627615	0.593720565	0.164405756	0.833697457	1.301644976	2	HES1|HHEX	OV
KEGG	KEGG_MELANOGENESIS	0.439455782	0.80476422	0.06613262	-0.325704085	-0.995012841	53	LEF1|TCF7|FZD8|KITLG|MITF|FZD5|CALM2|ADCY3|NRAS|CALM1|WNT11|CREB3L2|PRKCA	OV
KEGG	KEGG_MELANOMA	0.15960452	0.593720565	0.128142917	-0.420137744	-1.24337936	44	E2F1|PDGFC|IGF1R|CDH1|MITF|CDKN1A|E2F2|E2F3|PDGFB|NRAS|PTEN|RB1|PIK3R1|FGF13|MDM2|PDGFD|BRAF|PDGFA|CDK6|AKT3|BAD	OV
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.34795764	0.766499	0.08359906	-0.40749797	-1.068106179	21	GSTM1|CYP1B1|UGT2B28|GSTM5|MGST3|GSTM4|MGST1|GSTM2|GSTM3	OV
KEGG	KEGG_MISMATCH_REPAIR	0.39941691	0.790335587	0.114750719	0.34562396	1.024154124	22	POLD2|POLD4|POLD1|PMS2|MSH2|PCNA|MLH3|RFC5	OV
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.781997187	0.96376258	0.0408229	-0.262242473	-0.771595817	42	VEGFA|DDIT4	OV
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.189808917	0.619376467	0.109250039	-0.376979901	-1.223444308	88	ICAM1|FAS|FCGR3B|TNFRSF10C|IFNGR1|IFNGR2|TYROBP|CASP3|ITGB2|SOS1|CD244|RAC1|NRAS|ICAM2|TNFSF10|LCK|PIK3R1|CHP1|PRKCA|FYN|HLA-G|CD48|LCP2|VAV3|HLA-A|IFNAR1|HLA-C|HLA-B|BRAF	OV
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.114023591	0.572788354	0.1482615	-0.41624361	-1.308254375	68	FPR2|C5AR1|FPR1|TRHR|PTAFR|P2RY13|OXTR|P2RX4|LTB4R|PTGER3|PTGER4|VIPR2|AVPR1A|PTGIR|VIPR1|P2RY8|C3AR1|P2RY1|CYSLTR1|LEPR|GRID1|HRH2|GABBR1|TBXA2R|THRA|P2RX1|LPAR6	OV
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.159402242	0.593720565	0.119348441	-0.371511088	-1.234708496	107	NFKBIA|JUN|NTRK1|CAMK4|IRS2|MAPK10|GAB1|FOXO3|RIPK2|IRS1|BEX3|SOS1|CALM2|PRKCD|RAP1A|CDC42|RAC1|NRAS|MAPK14|CALM1|PIK3R1|SH2B2|IRAK2|TRAF6|RELA|CAMK2D|BRAF|RHOA|PTPN11|NFKBIE|RAP1B|IRAK3|AKT3|YWHAH|BAD|MAPK8|PRDM4|NFKBIB|MAP2K5|YWHAZ|ARHGDIB|PIK3CB|YWHAE|PIK3R5	OV
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.024310521	0.439019057	0.352487858	-0.665729428	-1.626768973	15	BST1|NAMPT|NT5C3A|NMRK1|PNP|NT5C2|NMNAT3|NT5E	OV
KEGG	KEGG_NITROGEN_METABOLISM	0.032182053	0.443582734	0.321775918	-0.702393954	-1.577366051	11	CA4|CA1|GLUL	OV
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.020660022	0.439019057	0.352487858	-0.574619463	-1.755439279	53	CXCL8|CXCL1|TNFAIP3|NFKBIA|MAPK10|NAIP|RIPK2|TAB3|CXCL2|NLRP3|TAB2	OV
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.792307692	0.96376258	0.068311086	0.314809623	0.779794446	11	FEN1|LIG4|PRKDC|RAD50|XRCC5|DCLRE1C|POLM	OV
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.833568406	0.985373915	0.038005624	-0.248621364	-0.74255592	47	E2F1|FOXO3|FHIT|E2F2|E2F3|SOS1|NRAS|RB1|PIK3R1|PRKCA|STK4	OV
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.350515464	0.766499	0.135740944	0.297099107	1.030496347	42	DTX1|DTX4|JAG2|KAT2A|NOTCH4|HES1|DTX3|NUMBL|CTBP2|RFNG|PSEN2|HDAC1|DVL1|NOTCH3|JAG1|RBPJ|DVL2|CTBP1	OV
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.706484642	0.925395376	0.089436683	0.248441731	0.860092768	41	POLD2|ERCC4|ERCC3|POLD4|ERCC2|POLD1|PCNA|DDB1|XPC|RFC5|POLE|POLE4	OV
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.527503526	0.82450131	0.05909548	-0.321058644	-0.940927704	41	ALG11|B4GALT1|MAN1C1|MGAT4A|MGAT3|MAN1A1|RFT1|ALG3|B4GALT3|DPM1|ALG6|MAN1A2|RPN1|MGAT1|ALG5	OV
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.419254658	0.803145963	0.075118164	-0.420754838	-1.041844492	16	OR2B6|OR2W3|ARRB2|CALM2|ADCY3|CALM1	OV
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.61341853	0.864263588	0.057852976	-0.367739326	-0.880090151	14	MTHFS|MTHFD2L	OV
KEGG	KEGG_OOCYTE_MEIOSIS	0.819230769	0.983076923	0.034343119	-0.23630487	-0.763871766	86	SPDYC|IGF1R|CDC25C|ESPL1|CDC16|CDK1|ANAPC13|CALM2|RBX1|PPP2R5B|CCNE2|ADCY3|ANAPC10|PTTG1|CALM1|SMC3|CHP1	OV
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.217252396	0.623391132	0.115240003	-0.509414738	-1.219154064	14	HEXB|MAN2B2|GLB1|NEU1|AGA|FUCA2|MANBA|FUCA1	OV
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	1	1	0.086034724	0.117912256	0.49620156	94	COX7A1|COX17|ATP6V1F|MT-ND3|NDUFB2|MT-ND5|MT-CYB|NDUFA4|MT-ND6|NDUFS2|NDUFB7|MT-ND4|ATP6V0E1|LHPP|NDUFS7|NDUFAB1|CYC1|MT-ND1|MT-ND4L|NDUFC1|COX8A|UQCRHL|NDUFC2|MT-ND2|MT-CO2|UQCR10|UQCRC1|MT-ATP6|NDUFA11|COX15|NDUFS3|NDUFB6|MT-CO3|NDUFV1|SDHC|NDUFA9|MT-CO1|ATP6V1A|ATP6V0D1|NDUFA2|COX5A|NDUFS1|COX6A1|COX6B1|COX10|NDUFB4|NDUFA8|NDUFA3|COX5B|NDUFB8|UQCRC2|ATP6V1E1|NDUFB5|MT-ATP8|NDUFV3|ATP6V1H|SDHB|COX7A2|NDUFA10|ATP6V0E2|NDUFB3|NDUFS4|COX7C|UQCRFS1|NDUFS6|ATP6V0A2|COX7A2L|NDUFB1|ATP6V0A1|ATP6V1G1|ATP6V1D|NDUFB9|NDUFA1|UQCRQ|ATP6V1B2|PPA2|COX7B|SDHD|COX11|NDUFS8|NDUFA6|COX6C|NDUFB10|PPA1|ATP6AP1|ATP6V1C1|NDUFS5|UQCRB|UQCRH|COX4I1|TCIRG1|SDHA|NDUFA5	OV
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.021255028	0.439019057	0.352487858	-0.677705228	-1.656032904	15	B4GALT5|GALNT6|GCNT4|ST3GAL1|GALNT14	OV
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.165986395	0.593720565	0.12267919	-0.398573748	-1.22172444	54	GADD45B|FAS|PMAIP1|SERPINE1|CASP3|GADD45G|CDKN1A|BBC3|CDK1|SESN3|CCNE2|GADD45A|PTEN|CHEK1|SESN2|MDM4|SHISA5|MDM2	OV
KEGG	KEGG_PANCREATIC_CANCER	0.315858453	0.764425448	0.081080206	-0.345099323	-1.074298747	62	E2F1|VEGFA|MAPK10|STAT1|E2F2|RALGDS|E2F3|CDC42|RAC1|TGFBR1|RB1|IKBKG|PIK3R1|RALBP1|RELA|BCL2L1|ARHGEF6|JAK1|BRAF|RALA|BRCA2|CDK6|AKT3|BAD|SMAD2|MAPK8	OV
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.125816993	0.585695007	0.158514105	-0.58061234	-1.30388109	11	VNN2|VNN1|PPCDC	OV
KEGG	KEGG_PARKINSONS_DISEASE	1	1	0.024285889	-0.118160578	-0.385431878	98	VDAC3|CASP3|PINK1|UBB|UBE2L6|NDUFA5|UBE2G1|SDHA|UBE2L3|COX4I1|UQCRH|UQCRB|NDUFS5|UBE2J1|SNCA|NDUFB10|COX6C|NDUFA6|NDUFS8	OV
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.383966245	0.786686838	0.074550078	-0.349434268	-1.039242993	45	TUBB2A|CDH1|CD14|TLR5|EZR|ARPC1B|TUBA4A|CDC42|PRKCA|FYN|TLR4|NCK2|ARPC5|LY96|RHOA	OV
KEGG	KEGG_PATHWAYS_IN_CANCER	0.044101433	0.443582734	0.224966094	-0.397333955	-1.435653238	236	CXCL8|FOS|PTGS2|NFKBIA|JUN|CSF3R|NTRK1|E2F1|VEGFA|FAS|LAMB3|CDKN2B|LEF1|MMP9|TCF7|MAPK10|CTNNA3|IGF1R|CDH1|PTCH1|FN1|FZD8|STAT1|KITLG|MITF|CASP3|CDKN1A|FZD5|E2F2|RALGDS|E2F3|CDKN1B|AXIN2|BCR|SOS1|RBX1|ITGA2|HIF1A|CCNE2|HSP90B1|PDGFB|CDC42|TRAF1|RAC1|FOXO1|NRAS|TGFBR1|PTEN|RB1|IKBKG|PIK3R1|CCDC6|WNT11|PIAS4|RALBP1|SPI1|PRKCA|STK4|RARA|DAPK3|FGF13|TRAF6|RELA|BIRC2|BCL2L1|MSH3|PIAS1|JAK1|CSF2RA|ETS1|MDM2|TFG|BRAF|STK36|AR|TCF7L2	OV
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.622641509	0.864263588	0.060509299	-0.425926031	-0.893454481	8	UGT2B28|RPE|CRYL1	OV
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.772382398	0.96376258	0.044864511	-0.29058907	-0.761007438	22	ALDOB|DERA|TKT|PFKP|RPE	OV
KEGG	KEGG_PEROXISOME	0.956862745	1	0.080419997	0.191263548	0.720683818	59	PEX11B|MVK|PMVK|ACOX1|MLYCD|PEX13|FAR2|PEX5|PAOX|ECH1|ACOX3|HSD17B4|PEX3|CROT|PEX6|PEX10|NUDT19|PRDX1	OV
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.358523726	0.766499	0.090263548	-0.538055123	-1.091455865	7	HPD	OV
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.327731092	0.766499	0.157402899	0.278354282	1.062911308	63	PIK3C2B|PLCD3|PLCD4|PLCG2|PIK3CG|IMPA2|DGKQ|PIP4K2B|INPP1|INPP5E|PLCB3|INPP5D|OCRL|PIK3CD|PI4KB|PLCB2|PLCD1|DGKG	OV
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.075642965	0.497810219	0.199915231	-0.574785895	-1.50659	21	ALAS2|FECH|UGT2B28|CPOX	OV
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.043319806	0.443582734	0.321775918	0.428051412	1.429830575	35	MMP1|FABP4|PPARG|ME1|LPL|ACOX1|CPT1A|PLTP|PPARA	OV
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.185383244	0.615737204	0.134273453	-0.775693612	-1.287586949	3	CYP27A1	OV
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.057401813	0.444864048	0.23112671	-0.561208447	-1.535386906	28	CD8B|IL7R|CD8A|CD3D|CD3E|IL2RG|TAP1|PTPRC	OV
KEGG	KEGG_PRION_DISEASES	0.163909774	0.593720565	0.130777138	-0.480362313	-1.283272665	25	HSPA5|EGR1|NOTCH1|ELK1|NCAM1|FYN|IL1B	OV
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.732542819	0.946201142	0.0408229	-0.259693144	-0.813438327	66	SPDYC|PDE3B|MAPK10|IGF1R|CDC25C|CDC16|CDK1|ANAPC13|ADCY3|MAPK14|ANAPC10|PIK3R1	OV
KEGG	KEGG_PROPANOATE_METABOLISM	0.390029326	0.786686838	0.116739205	0.339046032	1.051481102	26	ALDH1B1|ACACB|ABAT|MLYCD|ACSS1|ALDH3A2|ALDH6A1|SUCLA2|ALDH7A1|ACACA	OV
KEGG	KEGG_PROSTATE_CANCER	0.092783505	0.522961575	0.164405756	-0.428333348	-1.364653546	73	NFKBIA|E2F1|LEF1|TCF7|PDGFC|IGF1R|CREB5|CDKN1A|E2F2|E2F3|CDKN1B|SOS1|CCNE2|HSP90B1|PDGFB|FOXO1|NRAS|PTEN|RB1|IKBKG|PIK3R1|CREB3L2|RELA|MDM2|PDGFD|BRAF|AR|TCF7L2	OV
KEGG	KEGG_PROTEASOME	1	1	0.029706458	-0.111695599	-0.325467251	39	PSME4|PSME1|PSME2|POMP|PSMD7|PSMD6|PSMD11|PSMB9|PSMC6|PSME3|PSMA6|PSMB3|PSMC1|PSMD13|PSMA4|PSMF1|PSMB7|PSMB10|PSMD8|PSMA3|PSMB8|PSMB1|PSMB4|PSMC3|PSMC5|PSMD4|PSMD12|PSMB2|PSMA7|PSMA5|PSMC2|PSMD2|SEM1|PSMD1|PSMD14|PSMD3|PSMC4|PSMB6|PSMB5	OV
KEGG	KEGG_PROTEIN_EXPORT	0.21785174	0.623391132	0.111462667	-0.468045669	-1.226809722	21	HSPA5|IMMP2L|SPCS2|SEC11C|SEC62	OV
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.441322314	0.80476422	0.075694631	-0.45016595	-1.028712251	12	CA4|ATP1A3|ATP1B1	OV
KEGG	KEGG_PURINE_METABOLISM	0.666666667	0.892086331	0.042502318	-0.260496733	-0.868461246	109	AK5|PDE4B|PDE3B|PDE6H|ENTPD5|DCK|ADPRM|FHIT|NT5C3A|PNP|POLR3G|PDE4D|GMPR|NT5C2|PDE2A|POLR1D|ADCY3|POLR1E|NT5E|GUK1|POLR2J|CANT1|PNPT1	OV
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.928297055	1	0.028151482	-0.209850347	-0.675756579	82	CMPK2|ENTPD5|DCK|NT5C3A|PNP|POLR3G|NT5C2|TXNRD1|POLR1D|UPP1|CDA|POLR1E|NT5E|POLR2J|CANT1|PNPT1	OV
KEGG	KEGG_PYRUVATE_METABOLISM	0.659701493	0.889162881	0.085784441	0.265709084	0.862284457	31	ME1|ALDH1B1|ACACB|ACSS1|ALDH3A2|PKM|MDH2|AKR1B1|ALDH7A1|ACACA	OV
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.477803738	0.818961182	0.05490737	-0.280279092	-0.967418515	145	TMSB4Y|ITGAX|WASF1|PDGFC|LIMK2|CD14|FN1|ITGA5|ITGB2|EZR|MYLK|ARPC1B|SOS1|ITGA4|ITGA2|PIP4K2A|GSN|IQGAP2|PDGFB|MYL12A|CDC42|RAC1|NRAS|DIAPH2|PIK3R1|NCKAP1|VAV3|DIAPH3|FGF13|ARPC5|WASF2|GNA13|ARHGEF6|PDGFD|BRAF|ARHGEF12|ITGA1|RHOA|RDX	OV
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.748079877	0.959605911	0.046881986	-0.304931291	-0.769963987	17	GABARAPL1	OV
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.204851752	0.621165644	0.10797236	-0.382948576	-1.182059093	58	JUN|VEGFA|GAB1|SOS1|RBX1|HIF1A|RAP1A|PDGFB|CDC42|RAC1|NRAS|PIK3R1|FLCN	OV
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.054888508	0.444864048	0.252961123	-0.708546026	-1.48629944	8	MME|ANPEP	OV
KEGG	KEGG_RETINOL_METABOLISM	0.056818182	0.444864048	0.241339977	-0.632635015	-1.489009857	13	DGAT2|UGT2B28|ALDH1A1|RDH10	OV
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.175126904	0.60321489	0.168238166	0.528786062	1.276181621	10	PHPT1|ACP5|ACP2|ACP6|MTMR1	OV
KEGG	KEGG_RIBOSOME	1.47E-07	9.10E-06	0.690132459	-0.658213062	-2.118711347	82	RPS4X|RPS26|RPL6|RPS12|RPL9|RPL21|RPL5|RPS16|RPL31|RPL32|RPL13|RSL24D1|RPS15A|RPL39|RPS17|RPS6|RPS3A|RPL29|RPL10A|RPL34|RPL11|RPL23A|RPL14|UBA52|RPL38|RPL26|RPS18|RPS5|RPL36|RPL7|RPLP2|RPL30|RPL18|RPL13A|RPS3|RPL37|RPS27A|RPS7|RPL24|RPS2|RPS28|RPS15|RPL19|RPL10|RPS9|RPS29|RPS20|RPS24|RPL22L1|RPL28|RPL27A|RPL35A|RPL4|RPL36AL|RPS27|RPS21|RPL18A|RPS13|RPL27|RPL7A|RPS8|RPL22|RPL8|RPS19|RPL3|RPLP0|RPS25|RPL15|FAU|RPL23|RPLP1|RPL35|RPL37A	TGCT
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.006186	0.383532021	0.407017919	-0.692577699	-2.110378032	50	DDX3Y|CXCL8|NFKBIA|MAPK10|CXCL10|ISG15	OV
KEGG	KEGG_RNA_DEGRADATION	0.700374532	0.923898319	0.095287985	0.23834848	0.874828081	54	ENO2|EXOSC7|EDC4|DCP1B|EXOSC3|LSM7|EXOSC2|LSM2|SKIV2L|EXOSC6|EDC3	OV
KEGG	KEGG_RNA_POLYMERASE	0.931750742	1	0.067518895	0.217187153	0.671116161	25	POLR1B|POLR3A|POLR2B|POLR2I|POLR2G|POLR2C|POLR3K|POLR3H|POLR1C|POLR2L|POLR2D|POLR1A	OV
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.955657492	1	0.035391062	-0.222884525	-0.576803258	20	GGT7|GGT1	OV
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.24742268	0.664285714	0.093746542	-0.357782753	-1.139882069	73	PTGS2|NFKBIA|E2F1|LAMB3|CDKN2B|FN1|FHIT|E2F2|E2F3|CDKN1B|ITGA2|CCNE2|TRAF1|PTEN|RB1|IKBKG|PIK3R1|PIAS4|TRAF6|RELA|BIRC2|BCL2L1|PIAS1	OV
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.064610866	0.480704846	0.213927855	-0.518578002	-1.466256701	34	VAMP2|STX11|STX7|STX1A|STX3|STX2|BET1L|VAMP4|SNAP29|STX5|BET1|STX6|BNIP1|VAMP8|STX17|VAMP7|GOSR1|SNAP47|STX12	OV
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.298816568	0.751079482	0.136490438	0.350313625	1.112511579	29	UGT8|PLPP3|SMPD3|UGCG	OV
KEGG	KEGG_SPLICEOSOME	0.589498807	0.864263588	0.046230252	-0.267543368	-0.909750983	121	SRSF5|HSPA2|USP39|ZMAT2|DDX5|PRPF38B|BCAS2|SNW1|SF3A1|SMNDC1|HNRNPA1L2|HNRNPK|SRSF10|PRPF3|PRPF18|WBP11|MAGOHB|BUD31|SRSF7|SNRPB2|SF3A2|HNRNPA3|SLU7|THOC1|PHF5A|RBMX|HNRNPC|SRSF6|TRA2A|THOC2|SNRPC|SNRNP70|U2SURP|SRSF3|PCBP1|RBM17|SYF2|SF3B1	OV
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.20030349	0.620940819	0.117249717	-0.470359587	-1.231798375	22	MGAM|UGT2B28|AGL|GAA|UXS1|PYGL|HK2|HK1	OV
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.117021277	0.572788354	0.213927855	0.506810263	1.381865678	14	DHCR7|HSD17B7|LSS|SC5D|LIPA|CEL	OV
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.659090909	0.889162881	0.055249566	-0.357539866	-0.841528483	13	CYP1B1|UGT2B28|CYP19A1|SRD5A1	OV
KEGG	KEGG_SULFUR_METABOLISM	0.155131265	0.593720565	0.173747839	0.575254258	1.321456782	8	SULT1A1|CHST13|PAPSS1|PAPSS2	OV
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.129737609	0.585695007	0.146416238	-0.459332013	-1.308092378	35	FCGR3B|CD28|FCGR1A|CD86|FCGR2A|HLA-DQA2	OV
KEGG	KEGG_TASTE_TRANSDUCTION	0.386634845	0.786686838	0.103958472	0.469165993	1.077754009	8	ADCY6|PRKX|PLCB2	OV
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.284452297	0.724768866	0.104343953	-0.67352827	-1.189680044	4	GGT7|GGT1	OV
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.601036269	0.864263588	0.083129129	0.330735504	0.884816898	13	MVK|PMVK	OV
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.61423221	0.864263588	0.103197467	0.250436189	0.916189156	53	ID1|ACVRL1|TNF|BMP8B|SMAD7|ID3|E2F5|THBS1|SMAD5|ACVR2B	OV
KEGG	KEGG_THYROID_CANCER	0.173393124	0.60321489	0.126253988	-0.458982751	-1.252841232	27	NTRK1|LEF1|TCF7|CDH1	OV
KEGG	KEGG_TIGHT_JUNCTION	0.387850467	0.786686838	0.152144922	0.251130082	1.017820413	85	TJP1|JAM2|MYL9|MPDZ|MAGI1|PARD6A|LLGL1|EPB41L1|JAM3|GNAI1|SPTAN1|PRKCE|SYMPK|EPB41L2|AKT2|ACTB|PPP2R2B|MYH11|TJP3|LLGL2|RAB13|AKT1|ACTG1|PPP2R1A	OV
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.017629496	0.439019057	0.352487858	-0.556180455	-1.762901115	72	CXCL8|FOS|NFKBIA|JUN|CD86|MAPK10|TLR2|CD14|CXCL10|STAT1|TLR5|TLR8|MAP2K3|TAB2	OV
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.777448071	0.96376258	0.076674687	0.261156214	0.780605675	23	INMT|KMO|ALDH1B1|IDO1|ALDH3A2|ALDH7A1|OGDH|MAOB|ECHS1	OV
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.24246988	0.664285714	0.104343953	-0.421390034	-1.163564268	29	SOCS3|IRS2|MAPK10|IRS1|SOCS2|PRKCD|HK2|CACNA1D|HK1|PIK3R1	OV
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.486363636	0.818961182	0.066436414	-0.351073799	-0.977131762	30	FAS|CD28|CD86|HLA-F|HLA-DQA2	OV
KEGG	KEGG_TYROSINE_METABOLISM	0.914110429	1	0.03761426	-0.241255465	-0.622175754	19	HPD	OV
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.039490446	0.443582734	0.257206466	-0.480608752	-1.562077741	89	FOS|NFKBIA|JUN|CD8B|CD3G|CD8A|CD3D|CD28|CD3E|PDCD1|PTPRC|ITK|SOS1|RASGRP1|CDC42|NRAS|MAPK14|IKBKG|LCK|PIK3R1|BCL10|CHP1|FYN|LCP2|VAV3|NCK2	OV
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.425149701	0.803145963	0.061570676	-0.293999858	-0.999795648	125	SOCS3|UBE2H|UBE2D1|UBE2B|NEDD4L|CDC34|CDC16|UBE2D3|UBE2L6|UBE4A|UBE2M|ANAPC13|RBX1|UBE2O|UBE2K|UBE2R2|UBE2S|ANAPC10|UBE2G1|MGRN1|UBE2L3|PIAS4|UBOX5|CUL3|CUL4A|SYVN1|UBE3B|CUL4B|TRAF6|BIRC2|PIAS1|UBE2J1|BRCA1|MDM2|FZR1|UBE2Q1|FANCL|HERC1|ITCH|CUL1|UBE2D2|TRIP12|CBL	OV
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.914549654	1	0.056411839	0.280042903	0.625694085	7	BCAT2|BCAT1|PDHA1|PDHB|VARS2	OV
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.924290221	1	0.070960946	0.198977149	0.676263731	37	ALDH1B1|ABAT|ACAA2|BCAT2|BCAT1|ALDH3A2|IVD|ALDH6A1|ALDH7A1	OV
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.151515152	0.593720565	0.241339977	0.309404752	1.22132862	71	RAMP2|NPR1|RAMP3|KCNMB1|MYL9|KCNMB4|GNA11|CACNA1F|CALCRL|ADCY6|PRKCE|PLCB3|PLA2G6|PRKX|PPP1CA	OV
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.764876633	0.96376258	0.043276871	-0.268779165	-0.773397561	36	CREB5|VAMP2|AQP3|DCTN4|ADCY3|RAB11A|RAB5A|CREB3L2	OV
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.619756428	0.864263588	0.049690139	-0.288493771	-0.885964697	55	PTGS2|VEGFA|CDC42|RAC1|NRAS|MAPK14|PLA2G4A|PIK3R1|CHP1|PRKCA	OV
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.965860597	1	0.031420922	-0.198114827	-0.578418502	40	ERO1A|ATP6V0B|KCNQ1|ADCY3|KDELR1|TCIRG1|TJP2|PRKCA|ATP6V1C1|ATP6AP1	OV
KEGG	KEGG_VIRAL_MYOCARDITIS	0.116504854	0.572788354	0.151148761	-0.437004689	-1.322728269	49	ICAM1|CD28|CD86|HLA-F|CASP3|CAV1|HLA-DQA2|ITGB2|DAG1|CD55	OV
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.506313131	0.818961182	0.055826472	-0.291122433	-0.956282991	99	JUN|LEF1|TCF7|FOSL1|MAPK10|FZD8|PORCN|FZD5|AXIN2|TBL1XR1|TBL1X|RBX1|PPP2R5B	OV
KEGG	KEGG_ABC_TRANSPORTERS	0.639372822	0.936404291	0.05998925	-0.328170586	-0.882697598	24	ABCA1|ABCG2|TAP1|ABCD2|ABCB8|ABCA13|ABCB10	PAAD
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.638554217	0.936404291	0.059476029	-0.283859863	-0.908183762	53	PIM2|LEF1|TCF7|PIM1|SPI1|MYC|RARA	PAAD
KEGG	KEGG_ADHERENS_JUNCTION	0.185542169	0.539231928	0.158514105	0.340883798	1.189694095	63	TJP1|PTPRB|TCF7L1|NECTIN1|ERBB2|PTPRM|CTNND1|AFDN|PTPRF|WASF3|INSR|ACTB|ACTG1|VCL|PARD3|ACTN4|PTPRJ|MAPK3|NLK|CTNNB1|FARP2|SRC	PAAD
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.037904581	0.195840337	0.321775918	-0.467779485	-1.497151536	51	NFKBIA|TNFRSF1B|SOCS3|NFKBIE|TNFRSF1A|IRS2|STK11|ACSL1|NFKBIB|MAPK10	PAAD
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.593967517	0.905557035	0.077884011	0.349964209	0.887355749	15	ASS1|ABAT|DDO|CAD|ASL	PAAD
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.679442509	0.974669544	0.057125851	-0.317696329	-0.854524441	24	NR3C2|IRS2|ATP1B1|NEDD4L	PAAD
KEGG	KEGG_ALLOGRAFT_REJECTION	0.07029877	0.275155021	0.224966094	-0.528966215	-1.429666905	25	FAS|HLA-DQA2|HLA-DRB5|CD28|CD86|HLA-F|HLA-DOA|HLA-B|HLA-DRB1|HLA-G|HLA-DPA1|HLA-DRA|HLA-DMB|HLA-DPB1|HLA-DMA	PAAD
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.134808853	0.425061893	0.170932335	0.682624239	1.349480483	6	ACOX3|ACOX1|PLA2G6|FADS2|PLA2G12A	PAAD
KEGG	KEGG_ALZHEIMERS_DISEASE	1	1	0.036454854	-0.162508425	-0.602644324	126	FAS|MME|TNFRSF1A|IL1B|CACNA1D|CASP3|CHP1|NDUFS8|NCSTN|NDUFB3|NDUFS6|COX4I1|COX7C|BACE1|COX7B|UQCRB|SDHD|NDUFA3|HSD17B10|BACE2|SNCA|COX7A2|NDUFB8|CALM2|APH1A|UQCRQ|NDUFB4|CYC1|NDUFB9|CASP7|NDUFS3|NDUFB1|COX7A2L|CAPN2|NDUFA6|COX5B|UQCRC1|SDHB|NDUFS5	PAAD
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.214128035	0.569387755	0.139599673	0.446483404	1.211999285	19	EARS2|AARS2|DARS2|SEPSECS|TARS2|FARSA	PAAD
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.998347107	1	0.036993252	-0.152724682	-0.459182476	37	HK2|HEXB|GNPDA1|MPI|FPGT|NANS|CMAS|RENBP|UXS1|GALT|GMPPA|PMM1|UAP1|GALE|PMM2|PGM3	PAAD
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.406408094	0.803508772	0.081080206	-0.342519445	-1.034438628	40	TNFRSF1B|NEFL|TNFRSF1A|CASP3|CHP1|CCS|TOMM40|MAP2K6|MAP2K3|CASP1	PAAD
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.004195651	0.037161476	0.407017919	-0.526125331	-1.69432166	54	CD8B|CD8A|CTSS|HLA-DQA2|HLA-DRB5|HSPA5|HSPA2|CD74|TAP1|HLA-F|CTSL|HLA-DOA|PSME2|HSPA6|CTSB|TAPBP|HLA-B|HLA-DRB1|HLA-G|HSPA1B|PSME1|HLA-DPA1|HLA-DRA|HLA-DMB|LTA|HLA-DPB1|CALR|HSPA8|HLA-DMA	PAAD
KEGG	KEGG_APOPTOSIS	0.101351351	0.36963434	0.181383128	-0.37367996	-1.27794518	77	IL1RAP|NFKBIA|FAS|TNFRSF10C|NTRK1|TNFRSF1A|IL1B|CSF2RB|CASP3|TNFSF10|CHP1|TNFRSF10A	PAAD
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.48364486	0.832943925	0.089436683	0.345455483	0.984919773	24	PTGIS|LTC4S|AKR1C3|GPX3|PTGS1|PLA2G6|ALOX12	PAAD
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.523076923	0.846020067	0.06879431	-0.32747594	-0.958820487	34	ARG1|AGMAT|PYCR1|GLUL|SAT2|ALDH18A1|ALDH2|LAP3|SMS|OAT|P4HA1	PAAD
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.113744076	0.387982565	0.204294757	0.40459827	1.331831511	44	ITGA3|TCF7L1|CACNB3|GJA1|CACNA1F|ITGB3|ITGB4|ITGB5|PKP2|ITGA2B|ITGAV|DAG1|ATP2A2|ACTB|RYR2|ACTG1|DSP|ITGB1|ITGA6|LAMA2|ITGA9|ACTN4|CACNB1	PAAD
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.925619835	1	0.050702794	0.2704824	0.557857604	7	ALDH7A1|UGDH	PAAD
KEGG	KEGG_ASTHMA	0.224014337	0.572041007	0.120985142	-0.500747033	-1.222127457	16	HLA-DQA2|HLA-DRB5|HLA-DOA|HLA-DRB1|HLA-DPA1|HLA-DRA|HLA-DMB|HLA-DPB1|HLA-DMA	PAAD
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.070921986	0.275155021	0.224966094	-0.512634021	-1.39193171	26	FAS|HLA-DQA2|HLA-DRB5|CD28|CD86|HLA-F|HLA-DOA|HLA-B|HLA-DRB1|HLA-G|HLA-DPA1|HLA-DRA|HLA-DMB|HLA-DPB1|HLA-DMA	PAAD
KEGG	KEGG_AXON_GUIDANCE	0.000998173	0.020628902	0.455059867	0.467647022	1.692793537	76	SEMA5A|EPHA2|NRP1|SEMA3G|SEMA6A|EFNB2|PLXNB2|SEMA4D|GNAI1|SEMA6C|CXCL12|SEMA3C|PLXNB3|SEMA4C|SRGAP1|ABLIM3|SEMA4B	PAAD
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.460829493	0.832943925	0.091392433	0.354802392	0.995668534	22	SMO|TCF7L1|APC2|FZD1	PAAD
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.992924528	1	0.053566938	0.178973894	0.536391905	29	TAF10|GTF2H2|TAF7L|GTF2I|GTF2A1|TAF11|GTF2F2|TAF5|TAF5L|TAF1|GTF2E1|TAF2	PAAD
KEGG	KEGG_BASE_EXCISION_REPAIR	0.898104265	1	0.058469321	0.240257546	0.728349993	32	SMUG1|OGG1|NTHL1|POLE|PARP1|MBD4|LIG3|FEN1|UNG|TDG|NEIL3|POLE3|POLD2|POLE2	PAAD
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.517321016	0.846020067	0.085042746	0.378112178	0.947389146	14	ABAT|ALDH7A1|DPYD|MLYCD	PAAD
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.44765343	0.832943925	0.079556468	-0.412599915	-1.01156766	17	YOD1|ELOVL6|SCD|HACD2|ACAA1	PAAD
KEGG	KEGG_BLADDER_CANCER	0.002177693	0.025315675	0.431707696	-0.605420438	-1.820258865	37	CXCL8|VEGFA|CDH1|MMP9|E2F2|E2F1	PAAD
KEGG	KEGG_BUTANOATE_METABOLISM	0.982394366	1	0.040657934	-0.213219269	-0.557340217	22	ALDH5A1|ACSM3|ALDH2|ACAT2	PAAD
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.012405996	0.082546779	0.380730401	-0.46508784	-1.561114492	69	FOS|NFKBIA|JUN|LILRB3|IFITM1|CD19|NFKBIE|CD79A	PAAD
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.100961538	0.36963434	0.219250347	0.333254851	1.251188589	87	ADRB2|GNA11|RYR3|ERBB2|CACNA1F|PLCD4|PDGFRB|CACNA1A|SLC25A4|ADCY7|RYR1|SLC8A3|ATP2B4|ATP2A2|NOS3|PLCD3|PLCG2|ATP2A3|RYR2|PRKCB|CAMK2G|PLCB4|SPHK2|TNNC2|ITPR1|TBXA2R|GNA15	PAAD
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.480676329	0.832943925	0.091679525	0.296660689	0.973923888	45	COX7A1|CACNB3|CACNA1F|SLC9A1|TPM2|ATP2A2|RYR2|TPM4|TPM1	PAAD
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.034655293	0.185972057	0.321775918	-0.426451467	-1.427836947	72	ICAM1|CD8B|SELL|CDH1|VCAN|CD8A|HLA-DQA2|HLA-DRB5|CD274|ITGB2|PTPRC|SELPLG|CD28|CD86|CD6|MPZL1|HLA-F|ICAM3|HLA-DOA|CD2|SIGLEC1|ITGA4|HLA-B|NLGN1|HLA-DRB1	PAAD
KEGG	KEGG_CELL_CYCLE	0.250825083	0.598121351	0.10797236	-0.30616706	-1.118755833	115	GADD45B|E2F2|E2F1|TFDP1|CDKN1B|GADD45G|PTTG1|MYC|CDKN2B|CDK1|FZR1|MCM6|ANAPC13|CDC25C|CDKN2A|DBF4|CDK4|CDKN1A|CDC25B|RB1|CCND2|PCNA|ANAPC10|CDC26|CCNE2|RAD21|CCNA2|RBX1|GADD45A|CCNB1|PLK1	PAAD
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.023817448	0.138438914	0.352487858	-0.384152151	-1.434074064	131	CXCL8|CXCR4|NFKBIA|CXCL1|CXCR1|CCL3L3|CCR1|CCR7|CXCL10|FOXO3|CXCR2|STAT1|FGR|ARRB2|CRK	PAAD
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.280821918	0.631623017	0.103197467	-0.33635594	-1.117036095	67	NFKBIA|E2F2|E2F1|CDKN1B|CRK|MYC|GAB2|CDKN2A|TGFBR1|NRAS|CDK4|CDKN1A|RB1	PAAD
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.064338235	0.275155021	0.241339977	-0.683896344	-1.522965444	11	PER1|BHLHE40|NR1D1	PAAD
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.971978984	1	0.040905578	-0.214939879	-0.591889196	27	SDHD|DLD|ACO2|IDH3G|SUCLG1|FH|SDHB|IDH3B|MDH1|SUCLG2|CS|PCK2	PAAD
KEGG	KEGG_COLORECTAL_CANCER	0.132075472	0.425061893	0.158514105	-0.386647006	-1.251368301	57	FOS|JUN|LEF1|TCF7|CASP3|MYC|RALGDS|MAPK10|TGFBR1	PAAD
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.001181693	0.021490276	0.455059867	-0.664648136	-1.870698192	29	PLAU|PLAUR|CFD|C5AR1|SERPINA1|F5|C1QB|C3AR1|CR1|SERPINE1|C1QA	PAAD
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.507017544	0.846020067	0.071652737	-0.362927784	-0.96084511	23	CTH|LDHA|LDHB|MTAP|SMS|MAT2B|DNMT3A|ENOPH1	PAAD
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	6.63E-06	0.000246691	0.610526878	-0.542429586	-1.976384336	117	CXCL8|OSM|IL1RAP|CXCR4|VEGFA|CSF3R|IL1R2|TNFRSF25|CXCL1|TNFRSF1B|CXCR1|FAS|CCL3L3|CCR1|IL7R|IL13RA1|CCR7|IL2RG|TNFRSF10C|IFNGR2|TNFRSF13C|CXCL10|TNFSF8|IFNGR1|IL12RB1|TNFRSF1A|IL10RB|IL1B|CXCR2|CSF2RB|TNFSF13B|IL4R|RELT|LTBR	PAAD
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.453020134	0.832943925	0.075118164	-0.334324045	-1.003841788	38	NFKBIA|CXCL10|IL1B|NFKBIB|CASP1|AIM2|POLR1D|POLR3B|IRF3|RIPK3|POLR3G|POLR3F|ZBP1|POLR3C|RELA	PAAD
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.001936442	0.025004872	0.455059867	0.53680342	1.789473363	48	ITGA3|CACNB3|CACNA1F|ITGB3|ITGB4|ITGB5|ADCY6|ITGA2B|TPM2|ADCY7|ITGAV|TNF|DAG1|ATP2A2|ACTB|RYR2|TPM4|ACTG1|TPM1|ITGB1|ITGA6|LAMA2|ITGA9|CACNB1|ADCY3|TGFB1|GNAS	PAAD
KEGG	KEGG_DNA_REPLICATION	0.998327759	1	0.037536291	-0.165142736	-0.489291675	35	MCM6|SSBP1|RPA3|PCNA|RNASEH1|RNASEH2C|RFC2|POLE4	PAAD
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.470982143	0.832943925	0.088359444	0.37358044	0.982080378	17	NOTCH4|NOTCH3	PAAD
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.109131403	0.387982565	0.202071709	0.485607823	1.337768103	20	FMO2|GSTA1|FMO5|MAOB	PAAD
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.236135957	0.585617174	0.117249717	-0.46364879	-1.197867758	21	CES1|CDA|UPP1|TPMT|TYMP	PAAD
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	9.94E-09	9.24E-07	0.747739663	0.703517117	2.36614041	51	HSPG2|LAMA3|COL5A1|COL3A1|COL6A1|COL1A1|COL4A2|LAMB1|ITGA3|VWF|LAMB2|COL1A2|SDC4|GP5|COL6A3|LAMA5|COL6A2|ITGB3|ITGB4|THBS1|ITGB5|LAMA4|FN1|ITGA2B|ITGAV|DAG1|SV2C|GP1BA|AGRN|COL4A1|CD36|ITGB1|ITGA6	PAAD
KEGG	KEGG_ENDOCYTOSIS	0.98911353	1	0.034566432	-0.185494252	-0.711283982	156	CXCR4|CXCR1|IL2RG|NTRK1|HSPA2|CXCR2|ARRB2|NEDD4L|HLA-F|SH3GL1|TFRC|HSPA6|AP2A1|SMAP2|HLA-B|SNF8|CHMP2A|HLA-G|HSPA1B	PAAD
KEGG	KEGG_ENDOMETRIAL_CANCER	0.728205128	1	0.053021251	-0.269434417	-0.842449711	47	CDH1|LEF1|TCF7|FOXO3|MYC|ELK1|NRAS|CTNNA3|TCF7L2|PTEN	PAAD
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.005772937	0.046685492	0.407017919	-0.517745229	-1.667334577	54	CXCL8|NFKBIA|CXCL1|JUN|CXCR1|CXCR2|ATP6V0B|CASP3	PAAD
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.114726027	0.387982565	0.170932335	-0.377220536	-1.252747177	67	AREG|JUN|NRG1|CDKN1B|CRK|MYC|GAB1|MAPK10|NCK1|EIF4EBP1|ELK1|NRAS|PAK1|CDKN1A	PAAD
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.184115523	0.539231928	0.135740944	-0.520915702	-1.277124543	17	CHPT1|LPCAT2|PLA2G7	PAAD
KEGG	KEGG_FATTY_ACID_METABOLISM	0.952830189	1	0.055479331	0.216168708	0.647866248	29	ACOX3|ACOX1|CPT1A|ALDH7A1|ACAA2|ACADVL|HADHB|ACSL4	PAAD
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.911904762	1	0.057975476	0.213975654	0.736082654	56	MAPK12|PIK3CG|TNF|PLCG2|PLA2G6|VAV2|PRKCB|PRKCE|AKT2|SYK|MAPK3|SOS2|FCER1A|PLA2G12A|RAF1|MAP2K4|LYN|MAPK9|PRKCA	PAAD
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.810902896	1	0.047925897	-0.237228893	-0.817327335	82	FCGR1A|MARCKS|LIMK2|FCGR2A|PTPRC|CRK|GAB2|WAS|FCGR2B|FCGR3A|NCF1	PAAD
KEGG	KEGG_FOCAL_ADHESION	6.35E-06	0.000246691	0.610526878	0.463170499	1.879212582	142	LAMA3|COL5A1|COL3A1|COL6A1|COL1A1|COL4A2|LAMB1|ITGA3|VWF|PARVA|LAMB2|COL1A2|FLNB|MYL9|COL6A3|ERBB2|LAMA5|PDGFRB|COL6A2|ITGB3|ITGB4|THBS1|ITGB5|FLNC|LAMA4|FN1|PIK3CG|ITGA2B|FLNA|CCND1|ITGAV|DOCK1|TLN1|VEGFC|FLT1|DIAPH1|ACTB|COL4A1|VAV2|PRKCB|ACTG1|PDGFD|KDR|VCL|ITGB1|ITGA6|BCAR1	PAAD
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.281853282	0.631623017	0.110564716	-0.593040874	-1.202755648	7	ALPL	PAAD
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.275563258	0.631623017	0.105125132	-0.414899745	-1.153538983	28	KHK|ALDOB|PFKFB3|HK2|MPI|SORD|FPGT	PAAD
KEGG	KEGG_GALACTOSE_METABOLISM	0.441860465	0.832943925	0.079770592	-0.397113584	-1.025969589	21	MGAM|GAA|HK2	PAAD
KEGG	KEGG_GAP_JUNCTION	0.188861985	0.539785382	0.157402899	0.340009852	1.181951175	64	TJP1|GNA11|GJA1|LPAR1|GNAI1|PDGFRB|ADCY6|ADCY7|TUBB4B|PRKCB|PDGFD|PLCB4|TUBA1C|ITPR1|PDGFA|EGF|TUBB1|PRKG2|TUBA1B|ADCY3|MAPK3|SOS2|TUBB|ITPR2|GNAS|SRC|PLCB3|TUBAL3|RAF1|GNAQ	PAAD
KEGG	KEGG_GLIOMA	0.974619289	1	0.039195634	-0.193909296	-0.62061636	51	E2F2|E2F1|CDKN2A|NRAS|CDK4|CDKN1A|RB1|PTEN|CALM2|CAMK2D|E2F3|PLCG1|PIK3R5|PIK3R1|MAP2K2	PAAD
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.243739566	0.596520517	0.110564716	-0.391868543	-1.166382278	36	ANPEP|GGT7|MGST1|GCLC|OPLAH|GSTM3|TXNDC12|LAP3|GSTP1|SMS|MGST3|GPX7|GSTM5|GSTZ1	PAAD
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.483627204	0.832943925	0.093746542	0.314229271	0.981939418	37	LPL|MGLL|CEL|LIPC|DGKG|DGKQ|DGKI|ALDH7A1|AGPAT4|AGPAT1|DGKD|GLYCTK	PAAD
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.03252818	0.18334065	0.321775918	-0.453833404	-1.461514436	54	ACHE|MBOAT7|CHPT1|LPCAT2|PEMT|GPAT3|ADPRM	PAAD
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.448717949	0.832943925	0.080202344	-0.408552889	-1.009719395	18	ALAS2|CTH	PAAD
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.922428331	1	0.04157179	-0.231592362	-0.699429154	40	ALDOB|BPGM|HK2|LDHA|ALDH2|LDHB|AKR1A1|ENO3|DLD	PAAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.783882784	1	0.052805005	-0.307805551	-0.760727053	18	CHST11|CHST7|CHST15|B3GALT6|CHSY1|XYLT1	PAAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.01562984	0.100246557	0.352487858	0.65215801	1.653586697	15	HS3ST3B1|B3GAT1|XYLT2|NDST3|GLCE|EXT2|NDST1|EXTL3|HS6ST1|B3GAT3	PAAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.93697479	1	0.050908287	0.259309014	0.57624372	9	ST3GAL3|FUT8|ST3GAL2	PAAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.352678571	0.762769934	0.105520937	0.417335476	1.097105037	17	HS3ST3B1|HYAL1|IDUA|HYAL3|NAGLU|HEXA	PAAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.709433962	0.992140729	0.058843817	-0.370901956	-0.809892134	10	HEXB|ST3GAL5|ST6GALNAC4|ST3GAL1	PAAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.855603448	1	0.056294075	0.325239656	0.686916605	8	A4GALT|HEXA	PAAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.753676471	1	0.05479395	-0.347292732	-0.773384498	11	GCNT2|FUT4|B3GNT2|B4GALT3	PAAD
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.465478842	0.832943925	0.088894529	0.356498829	0.98209448	20	PIGM|PIGH|PIGV|GPAA1	PAAD
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.994604317	1	0.041071328	-0.184917628	-0.429095699	13	PGP|ACO2|MTHFD2L|MDH1|CS|GRHPR|ACO1|MTHFD1|AFMID|MDH2|MTHFD2|MTHFD1L|GLYCTK	PAAD
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.780141844	1	0.065087757	0.241374078	0.851294082	66	MAPK12|GNA11|CACNA1F|ADCY6|ADCY7|PLD1|PLA2G6|PLD2|PRKCB|CAMK2G|PLCB4|ITPR1|ADCY3|MAPK3|SOS2|ITPR2|GNAS|SRC|ATF4|PLCB3|PLA2G12A|RAF1|GNAQ|MAP2K4|CALM3	PAAD
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.054481547	0.24142127	0.257206466	-0.545353836	-1.473958655	25	FAS|HLA-DQA2|HLA-DRB5|IL1B|CD28|CD86|HLA-F|HLA-DOA|HLA-B|HLA-DRB1|HLA-G|HLA-DPA1|HLA-DRA|HLA-DMB|HLA-DPB1|HLA-DMA	PAAD
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.675438596	0.974669544	0.06847149	0.313931592	0.843648476	18	SMO|FBXW11|BTRC|GSK3B|BMP8B|CSNK1G2|WNT11	PAAD
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.001685181	0.024111053	0.455059867	-0.522361395	-1.728961241	65	CSF3R|IL1R2|ANPEP|CD8B|FCGR1A|CD5|CD3G|CD3D|IL7R|CD3E|MME|CD8A|CD7|CD14|CD19|HLA-DRB5|IL1B|MS4A1|CR1|CD33|CD44|IL4R	PAAD
KEGG	KEGG_HISTIDINE_METABOLISM	0.945848375	1	0.043537824	-0.245685047	-0.602343915	17	HNMT|ALDH2|HEMK1|HAL|BUD23|METTL2B|ALDH3A2	PAAD
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.947004608	1	0.054680849	0.2216145	0.621908389	22	RAD51B|RAD52|RAD50	PAAD
KEGG	KEGG_HUNTINGTONS_DISEASE	1	1	0.058969447	0.138493129	0.558270863	139	COX7A1|DNAH2|PPARG|CASP9|CLTCL1|SLC25A4|TGM2|CREB3L4|DNAL1|DLG4|NRF1|DNAL4|HTT|PLCB4|DCTN1|ITPR1	PAAD
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.00127093	0.021490276	0.455059867	0.540715259	1.77989298	44	ITGA3|CACNB3|CACNA1F|ITGB3|ITGB4|ITGB5|ITGA2B|TPM2|ITGAV|TNF|DAG1|ATP2A2|ACTB|RYR2|TPM4|ACTG1|TPM1|ITGB1|ITGA6|LAMA2	PAAD
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.22673031	0.572041007	0.14122512	0.343853741	1.146261531	48	PLCD4|IMPA2|PIK3CG|PLCD3|PIP4K2B|PLCG2|INPP4B|PIK3C2B|ISYNA1|PLCB4|OCRL|INPP4A|PI4KA|MINPP1|PIK3C3|PLCB3|SYNJ1|PIP5K1C|PIP5K1A|PIKFYVE|INPPL1|INPP5B|PIK3CA	PAAD
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.993485342	1	0.036531493	-0.177044521	-0.646228443	111	SOCS3|PDE3B|MKNK2|IRS2|HK2|CRK|RPS6|RHOQ|MAPK10|EIF4EBP1|ELK1|FLOT1|NRAS	PAAD
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.006388717	0.047532056	0.407017919	-0.624676925	-1.720199735	27	CXCR4|TNFRSF13C|HLA-DQA2|HLA-DRB5|CD28|CD86|TNFSF13B|LTBR|HLA-DOA|ITGA4|HLA-DRB1|HLA-DPA1|IL15|HLA-DRA|HLA-DMB|HLA-DPB1|HLA-DMA	PAAD
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.020551872	0.127421605	0.352487858	-0.426779029	-1.47603331	84	OSM|CSF3R|SOCS3|IL7R|IL13RA1|IL2RG|IFNGR2|IFNGR1|IL12RB1|IL10RB|PIM1|CSF2RB|STAT1|IL4R|MYC	PAAD
KEGG	KEGG_LEISHMANIA_INFECTION	1.48E-06	9.19E-05	0.643551836	-0.648995496	-2.104165254	60	FOS|PTGS2|NFKBIA|JUN|FCGR1A|FCGR3B|FCGR2A|TLR2|IFNGR2|HLA-DQA2|HLA-DRB5|IFNGR1|ITGB2|IL1B|CYBA|CR1|NCF4|STAT1|NCF2|HLA-DOA|NFKBIB|ITGA4|FCGR3A|NCF1|HLA-DRB1	PAAD
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.636363636	0.936404291	0.059476029	-0.262981124	-0.900176087	80	ICAM1|CXCR4|MMP9|ITGB2|EZR|CYBA|CYBB|NCF4	PAAD
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.503717472	0.846020067	0.074927882	-0.472481983	-0.986549363	8	YOD1|ALDH2|HADHA|ALDH3A2	PAAD
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.819301848	1	0.056059588	0.409221096	0.70998483	4	PLA2G6|PLA2G12A	PAAD
KEGG	KEGG_LONG_TERM_DEPRESSION	0.006288184	0.047532056	0.407017919	0.503922172	1.650141898	42	GNA11|GNAI1|CACNA1A|GNAZ|RYR1|GNA12|PLA2G6|PRKCB|PLCB4|ITPR1|PRKG2|MAPK3|ITPR2|GNAS|PLCB3|PLA2G12A|RAF1|GNAQ|PRKG1|LYN|GNAO1|PRKCA	PAAD
KEGG	KEGG_LONG_TERM_POTENTIATION	0.825775656	1	0.062800398	0.239051769	0.796896512	48	RAPGEF3|RPS6KA2|PRKCB|CAMK2G|PLCB4|ITPR1|PPP3R1|MAPK3|ITPR2|ATF4|PLCB3|RAF1|GNAQ|CALM3	PAAD
KEGG	KEGG_LYSINE_DEGRADATION	0.591687042	0.905557035	0.080858915	0.282952734	0.905968602	40	PIPOX|PLOD1|AASS|ALDH7A1|SUV39H2|SETMAR|SETD7|TMLHE|DOT1L|EHMT1|SUV39H1|OGDH|HADH|SETD1A|ASH1L	PAAD
KEGG	KEGG_LYSOSOME	0.134831461	0.425061893	0.151148761	-0.329673983	-1.199747679	105	SGSH|MCOLN1|SLC11A1|CTSS|GAA|GM2A|PPT1|LAPTM4A|ATP6V0B|HEXB|CTSF|CTSL|GALNS|CTSW|CTSZ|GNS|DNASE2|CTSH|LAPTM5|CTSB|NEU1|AGA|AP3M2|AP1S2|AP1B1|TCIRG1|ACP5|FUCA1|ARSB|ASAH1|CTSG|SCARB2|GALC|IGF2R	PAAD
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.004785124	0.040456046	0.407017919	-0.386070699	-1.512853163	187	FOS|GADD45B|DUSP1|IL1R2|DDIT3|JUN|DUSP2|FAS|DUSP10|DUSP8|JUND|CD14|NTRK1|HSPA2|TNFRSF1A|IL1B|RELB|DUSP4|MKNK2|CACNA1D|CASP3|NR4A1|MAP3K12|MAP3K20|ARRB2|CRK|GADD45G|MYC|HSPA6|CHP1|MAPK10|TGFBR1|DUSP16|MAP2K6|DUSP14|NFKB2|CACNA2D4|ELK1|HSPA1B|RASGRP1|ECSIT|RAP1A|NRAS|PAK1|MAP2K3	PAAD
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.834343434	1	0.054455595	0.514082028	0.75198455	2	HES1|HHEX	PAAD
KEGG	KEGG_MELANOGENESIS	0.993220339	1	0.038399581	-0.185747186	-0.600340307	55	LEF1|TCF7|MITF|FZD5|FZD8	PAAD
KEGG	KEGG_MELANOMA	0.227586207	0.572041007	0.117249717	-0.381468466	-1.167249863	44	CDH1|E2F2|E2F1|MITF|PDGFC|CDKN2A|NRAS|CDK4|CDKN1A|RB1|PTEN	PAAD
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.191536748	0.539785382	0.149207542	0.449527533	1.238372957	20	GSTA1|AKR1C1|AKR1C3|EPHX1	PAAD
KEGG	KEGG_MISMATCH_REPAIR	1	1	0.039840695	-0.154935493	-0.404990513	22	SSBP1|RPA3|PCNA|RFC2	PAAD
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.377391304	0.779942029	0.086794976	-0.348007188	-1.053274827	42	VEGFA|DDIT4	PAAD
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.009209262	0.065881644	0.380730401	-0.459608309	-1.598388478	87	ICAM1|FAS|FCGR3B|TNFRSF10C|IFNGR2|IFNGR1|ITGB2|TYROBP|CD48|MICA|CASP3|TNFSF10|MICB|CHP1|TNFRSF10A|CD247|LCK|HLA-B|FCGR3A|IFNAR1|HLA-G|LCP2|NRAS|TNFRSF10B|PAK1	PAAD
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.373493976	0.779942029	0.086794976	-0.313608647	-1.046870228	68	FPR2|C5AR1|FPR1|P2RY13|GABBR1|P2RX4|C3AR1|CYSLTR1|LTB4R|PTGER4|VIPR1|P2RY8|GRID1	PAAD
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.385232745	0.787398797	0.081302735	-0.286455303	-1.044743435	107	NFKBIA|JUN|CAMK4|FOXO3|NTRK1|NFKBIE|RIPK2|IRS2|CRK|GAB1	PAAD
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.614695341	0.922043011	0.063219117	-0.362353392	-0.884362762	16	NAMPT|BST1|NMRK1|NT5C2|NT5C3A|NT5C	PAAD
KEGG	KEGG_NITROGEN_METABOLISM	0.002760602	0.02702484	0.431707696	-0.78431937	-1.746596993	11	CA1|CA4|CTH|GLUL	PAAD
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000641095	0.014905452	0.477270815	-0.576555626	-1.856726197	54	CXCL8|NFKBIA|CXCL1|TNFAIP3|NAIP|NLRP3|NOD2|RIPK2|IL1B	PAAD
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.550218341	0.867293317	0.078711381	0.395880327	0.925893467	11	RAD50|XRCC4|LIG4|PRKDC|FEN1	PAAD
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.781196581	1	0.049790319	-0.258913263	-0.80955286	47	E2F2|E2F1|FHIT|FOXO3	PAAD
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.13902439	0.43097561	0.186432558	0.400766854	1.292037747	41	NOTCH4|NOTCH3|JAG1|JAG2|DTX4|KAT2A|PSEN2|MAML3	PAAD
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.984797297	1	0.038637237	-0.195712882	-0.596014245	41	RAD23A|GTF2H5|RPA3|PCNA|CUL4A|RBX1|RFC2|POLE4	PAAD
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.404878049	0.803508772	0.102449406	0.317702704	1.024246097	41	ALG10B|MGAT4B|MAN2A2|GANAB|MOGS|RPN2|ALG10|ALG1|ST6GAL1|ALG2|DPM3|ALG8|MAN2A1|MGAT3|MGAT5|STT3B|FUT8|STT3A	PAAD
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.722222222	1	0.05559471	-0.331843941	-0.809901138	16	OR2B6|ARRB2|OR2W3|CALM2|CAMK2D	PAAD
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.833040422	1	0.048118399	-0.294987872	-0.707132096	14	MTHFS|DHFR|MTFMT|MTHFD2L|TYMS	PAAD
KEGG	KEGG_OOCYTE_MEIOSIS	1	1	0.054120057	0.158812495	0.59625353	87	MAPK12|STAG3|RPS6KA2|ANAPC5|ADCY6|ADCY7	PAAD
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.544815466	0.866116894	0.068151344	-0.387777504	-0.929563367	14	HEXB|MAN2B2|NEU1|AGA|FUCA1	PAAD
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.898333333	1	0.042246819	-0.219935463	-0.780267219	93	ATP6V0B|NDUFS8|ATP6V1B2|PPA1|NDUFB3|NDUFS6|COX4I1|COX7C|TCIRG1|LHPP|COX7B|UQCRB|SDHD|NDUFA3|COX7A2|NDUFB8|UQCRQ|ATP6V1G1|NDUFB4|CYC1|NDUFB9|NDUFS3|NDUFB1|COX7A2L|NDUFA6|COX5B|UQCRC1|SDHB|NDUFS5|ATP6V0E2|NDUFA1|ATP6V1C1|NDUFV1|NDUFA2|NDUFB5|ATP6V1D|COX11|UQCRFS1|COX6C	PAAD
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.410394265	0.803508772	0.083836106	-0.425030143	-1.037332173	16	GALNT14|GCNT4|B4GALT5|GALNT6	PAAD
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.05451448	0.24142127	0.252961123	-0.435533995	-1.40258345	54	GADD45B|FAS|GTSE1|SESN3|PMAIP1|CASP3|SERPINE1|SESN2|GADD45G|CDK1|CDKN2A|TNFRSF10B|SHISA5|CDK4|CDKN1A|BBC3|CCND2|PTEN|CCNE2|GADD45A|CCNB1|CCNG2	PAAD
KEGG	KEGG_PANCREATIC_CANCER	0.531197302	0.851747398	0.067362387	-0.292010639	-0.960381559	62	VEGFA|E2F2|E2F1|STAT1|RALGDS|CDKN2A|MAPK10|TGFBR1	PAAD
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.443014706	0.832943925	0.081080206	-0.454780994	-1.012749585	11	VNN2|PPCDC	PAAD
KEGG	KEGG_PARKINSONS_DISEASE	0.899339934	1	0.041739703	-0.217825479	-0.77793831	95	UBE2L6|CASP3|PINK1|UBB|UBE2L3|NDUFS8|NDUFB3|NDUFS6|COX4I1|VDAC3|COX7C|COX7B|UQCRB|SDHD|SLC25A6|NDUFA3|SNCA|UBE2G2|COX7A2|NDUFB8|UQCRQ|VDAC1|NDUFB4|CYC1|NDUFB9|NDUFS3|NDUFB1|COX7A2L|NDUFA6|COX5B|UQCRC1|SDHB|NDUFS5	PAAD
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.12244898	0.406705539	0.164405756	-0.409890522	-1.270064879	45	TUBB2A|CDH1|CD14|EZR|LY96|WAS	PAAD
KEGG	KEGG_PATHWAYS_IN_CANCER	0.048724218	0.226567612	0.321775918	-0.324421235	-1.292645109	234	CXCL8|FOS|VEGFA|PTGS2|NFKBIA|CSF3R|JUN|CDH1|FAS|MMP9|LAMB3|E2F2|LEF1|TCF7|E2F1|NTRK1|MITF|FZD5|SPI1|CASP3|STAT1|CDKN1B|CRK|MYC|CDKN2B|FZD8|RARA	PAAD
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.817843866	1	0.051530912	-0.327051779	-0.682888947	8	GUSB|RPE|DCXR|CRYL1|UGT2B28|UGDH|AKR1B1|UGP2	PAAD
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.51584507	0.846020067	0.070960946	-0.366274619	-0.957416168	22	ALDOB|DERA|TKT|RPIA	PAAD
KEGG	KEGG_PEROXISOME	0.362559242	0.775126655	0.107554375	0.301779215	1.047574682	59	PIPOX|CRAT|ACOX3|PEX13|ACOX1|CROT|NUDT19|PEX6|PEX5|PEX3|PAOX|ABCD1|PEX11B|FAR2|DDO|ACOT8	PAAD
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.80785124	1	0.057005953	0.343668167	0.708799907	7	MAOB|PRDX6|MAOA|GOT2	PAAD
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.096385542	0.36587165	0.224966094	0.371807816	1.297619791	63	PLCD4|IMPA2|PIK3CG|DGKG|DGKQ|PLCD3|DGKI|PIP4K2B|PLCG2|INPP4B|PIK3C2B|PRKCB|PLCB4|OCRL|ITPR1|DGKD|INPP4A|PI4KA|DGKZ|ITPR2|PIK3C3|PLCB3|SYNJ1|PIP5K1C|CALM3|PIP5K1A|PIKFYVE|PRKCA|INPPL1|INPP5B|PIK3CA	PAAD
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.00295023	0.027437137	0.431707696	-0.674894988	-1.743636485	21	ALAS2|HMBS|FECH|BLVRB|CPOX|PPOX|BLVRA|UROS|UROD	PAAD
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.034994742	0.185972057	0.321775918	0.47648865	1.460177413	35	FABP4|LPL|PPARG|MMP1|PLTP|ACOX3|FABP5|SLC27A1|ACOX1|PPARA|SLC27A4|CPT1A	PAAD
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.285714286	0.632653061	0.110564716	-0.72127253	-1.185581653	3	CYP27A1	PAAD
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.001390297	0.021549606	0.455059867	-0.665123031	-1.849230697	28	CD8B|CD3D|IL7R|CD3E|CD8A|IL2RG|TNFRSF13C|CD19|CD79A|PTPRC|TAP1	PAAD
KEGG	KEGG_PRION_DISEASES	0.0456942	0.226567612	0.28201335	-0.557303199	-1.506254874	25	EGR1|HSPA5|C1QB|IL1B|NOTCH1|C1QA|ELK1|C1QC	PAAD
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.686460808	0.974669544	0.071652737	0.248961195	0.881713254	68	MAPK12|RPS6KA2|GNAI1|ANAPC5|ADCY6|PIK3CG|PDE3A|ADCY7|CDC25A	PAAD
KEGG	KEGG_PROPANOATE_METABOLISM	0.50456621	0.846020067	0.085784441	0.330784019	0.966440073	26	ABAT|ACACB|ALDH7A1|MCEE|PCCB|ACACA|MLYCD|ACSS1|SUCLA2	PAAD
KEGG	KEGG_PROSTATE_CANCER	0.406462585	0.803508772	0.081526514	-0.30423916	-1.030667821	75	NFKBIA|E2F2|LEF1|TCF7|CREB5|E2F1	PAAD
KEGG	KEGG_PROTEASOME	0.048262303	0.226567612	0.321775918	-0.475453034	-1.435198339	39	PSME4|PSME2|POMP|PSMB9|PSME1|PSMB3|PSMB10|PSMC1|PSMB7|PSMD12|PSMD7|PSMD13|PSMF1|PSMD4|PSMA7|SEM1|PSMD8|PSMB2|PSMB6|PSMD6|PSMD3|PSMB1|PSMB8|PSMD11|PSMB4	PAAD
KEGG	KEGG_PROTEIN_EXPORT	0.221824687	0.572041007	0.121543282	-0.468626729	-1.210728597	21	HSPA5|SPCS2|IMMP2L|SEC11C|SEC61G|OXA1L|SEC62	PAAD
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.48324515	0.832943925	0.074362538	-0.431702886	-0.988196606	12	CA4|ATP1B1	PAAD
KEGG	KEGG_PURINE_METABOLISM	0.954692557	1	0.038084205	-0.20274903	-0.740833673	110	PDE4B|PDE3B|FHIT|ADPRM|ENTPD5|AK5|PDE6G|PDE6H|GUK1|ENTPD1|POLR2J|DCK|NT5C2|NME3|ADCY5|POLR1E|NT5C3A|POLR1D|POLR3B|NT5C|POLR2L|PDE4A|APRT|POLR2K|POLR3G|POLR3F	PAAD
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.935264055	1	0.041404427	-0.210600216	-0.725583258	82	CMPK2|ENTPD5|CDA|UPP1|ENTPD1|POLR2J|DCK|TYMP|NT5C2|NME3|POLR1E|NT5C3A|DHODH|POLR1D|POLR3B|NT5C|POLR2L|POLR2K|POLR3G|POLR3F|NT5E|POLE4|POLR3C|TXNRD2	PAAD
KEGG	KEGG_PYRUVATE_METABOLISM	0.993197279	1	0.03855791	-0.169916964	-0.485559898	31	HAGH|LDHA|ALDH2|ACAT2|LDHB|DLD	PAAD
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.071007747	0.275155021	0.287805131	0.308766282	1.25308902	145	TIAM2|ITGA3|ENAH|MYL9|APC2|PDGFRB|SLC9A1|ITGB3|ITGB4|ITGB5|FN1|PIK3CG|MYH10|ITGA2B|ITGAV|DOCK1|GNA12|SSH1|PIP4K2B|CYFIP1|MYH9|DIAPH1|GIT1|ACTB|VAV2|ACTG1|PDGFD|LIMK1|VCL|ITGB1|ITGA6|BCAR1|PDGFA|ITGA9|ABI2|EGF|ACTN4|ARHGAP35|ARHGEF7|MAPK3|ROCK2|CFL2|RRAS|SOS2	PAAD
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.995535714	1	0.050908287	0.164096646	0.431382586	17	ULK3|PIK3R4|PIK3C3|ATG5|ATG12|PRKAA1|ULK1	PAAD
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.248713551	0.598121351	0.111011492	-0.354433179	-1.147109478	57	VEGFA|JUN|FLCN|CRK|GAB1|ETS1|RAP1A|NRAS|PAK1|HIF1A|RBX1|ELOB|PIK3R5|PIK3R1|ELOC|FH|MAP2K2|RAC1|CDC42|EGLN1|SOS1	PAAD
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.148698885	0.453409714	0.155241966	-0.650828429	-1.358939377	8	ANPEP|MME	PAAD
KEGG	KEGG_RETINOL_METABOLISM	0.267985612	0.62575406	0.109250039	-0.505704243	-1.173471223	13	DGAT2|ALDH1A1|DHRS4L2	PAAD
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.858490566	1	0.049991391	-0.300737459	-0.656682712	10	FLAD1|ACP5|MTMR6	PAAD
KEGG	KEGG_RIBOSOME	7.69E-07	4.76E-05	0.659444398	0.507572044	2.158985212	82	RPLP0|MRPL13|RPL7|RPS24|RPS4X|RPL7A|RPS2|RSL24D1|RPS3|RPL3|RPL37A|RPL26L1|RPS3A|RPL22L1|RPLP1|RPL5|RPS26|RPL10A|RPL29|RPS5|RPSA|RPS6|RPS23|RPS17|RPS7|RPL8|RPL24|RPS8|RPS15|RPL15|RPL22|RPS18|RPL35|RPL18A|RPS19|RPS9|RPL12|RPL11|RPL18|RPL23|RPL13A|RPS21|RPL36|RPL26|RPS27A|RPL31|RPL14|RPS13|RPL28|RPS25|RPL10|RPL37|RPL13|RPL6|RPL9|RPS11|RPS28|RPL39|RPL4|RPL19|RPL32|RPL34|RPL23A|RPS12|RPL27|RPL27A|RPL35A|RPS20|RPL38|RPL30|RPS29|RPLP2|RPS15A	AML
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.023084416	0.138438914	0.352487858	-0.481273383	-1.535817775	50	CXCL8|NFKBIA|CXCL10|ISG15|NFKBIB|MAPK10|TANK|IFIH1|DDX3X|CYLD|IRF3|MAPK13|SIKE1|OTUD5|AZI2	PAAD
KEGG	KEGG_RNA_DEGRADATION	1	1	0.054231594	0.101602314	0.34564657	54	ENO2|EDC3|EDC4|EXOSC1|CNOT9|EXOSC5|LSM2|DCP2|EXOSC10|DCP1B|CNOT1|DCP1A|PARN|TTC37|CNOT6L|EXOSC7|DIS3	PAAD
KEGG	KEGG_RNA_POLYMERASE	0.92970123	1	0.043103683	-0.243091078	-0.657016004	25	POLR2J|POLR1E|POLR1D|POLR3B|POLR2L|POLR2K|POLR3G|POLR3F|POLR3C|POLR2C	PAAD
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.748643761	1	0.054343439	-0.307704067	-0.783172861	20	GGT7|CTH	PAAD
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.157647059	0.472941176	0.170932335	0.329623101	1.193449287	73	LAMA3|COL4A2|LAMB1|ITGA3|LAMB2|TRAF4|LAMA5|CASP9|LAMA4|FN1|PIK3CG|ITGA2B|CCND1|ITGAV|MAX	PAAD
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.370940171	0.779942029	0.086794976	-0.36114538	-1.05740162	34	STX3|STX7|VAMP2|STX10|STX11|BET1L|BNIP1|VAMP4|USE1|VAMP5|STX17|VAMP8|VTI1B|STX1A|SNAP29|STX2|STX4	PAAD
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.269141531	0.62575406	0.126253988	0.383973824	1.131418799	27	SMPD3|UGCG|NEU3|B4GALT6|SMPD1|ARSA|SPHK2	PAAD
KEGG	KEGG_SPLICEOSOME	0.012426397	0.082546779	0.380730401	-0.402274371	-1.481349046	122	SRSF5|HSPA2|BCAS2|SNRPA|PRPF38B|SRSF7|ZMAT2|DDX5|HSPA6|PRPF18|PQBP1|MAGOH|XAB2|SNRPB2|RBMX|HSPA1B|USP39|CWC15|WBP11|SNW1|SF3A1|HNRNPA1L2|HNRNPA1|BUD31|ALYREF|SRSF3|SNRPA1|SMNDC1|SNRNP27|SNRNP70|SNRPF|THOC1|SNRPE|TRA2A|SF3B6|PCBP1|SLU7|HSPA8|SF3B4|SNRPD2|SNRPG|SRSF10|SF3A2|U2SURP|SF3B1|SYF2|LSM3|HSPA1A|PRPF3|RBM17	PAAD
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.204225352	0.558616404	0.126253988	-0.467092558	-1.22094719	22	AGL|MGAM|GAA|HK2	PAAD
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.692442882	0.97571497	0.056648418	-0.345442417	-0.828079537	14	TM7SF2|DHCR24|MSMO1|EBP|FDFT1	PAAD
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.068965517	0.275155021	0.261663522	0.625318334	1.486125168	12	AKR1C1|AKR1C3|HSD17B3|HSD17B8	PAAD
KEGG	KEGG_SULFUR_METABOLISM	0.564655172	0.882570269	0.076674687	0.440440204	0.930223865	8	CHST13|PAPSS2|PAPSS1|SULT1A1|CHST12	PAAD
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.002480503	0.025847989	0.431707696	-0.605901004	-1.795188353	35	FCGR1A|FCGR3B|FCGR2A|HLA-DQA2|HLA-DRB5|C1QB|CD28|CD86|C1QA|HLA-DOA|FCGR2B|FCGR3A|HLA-DRB1|HLA-DPA1|C1QC|HLA-DRA|CTSG|HLA-DMB|HLA-DPB1	PAAD
KEGG	KEGG_TASTE_TRANSDUCTION	0.214285714	0.569387755	0.135740944	0.561869887	1.248602925	9	CACNA1A|ADCY6|GNAS|GNB1|PLCB2	PAAD
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.112621359	0.387982565	0.184706471	-0.784840299	-1.378846631	4	GGT7	PAAD
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.521582734	0.846020067	0.071478629	-0.414048909	-0.960787824	13	IDI1|MVK|ACAT2|MVD|FDPS|ACAT1	PAAD
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.048534233	0.226567612	0.321775918	0.405300086	1.387190947	55	DCN|SMAD9|ID1|THBS1|SMAD5|ACVRL1|TNF|E2F5|LTBP1|ACVR1|ID3|ZFYVE9|ACVR2B|SMAD6|MAPK3|ROCK2|TGFB1	PAAD
KEGG	KEGG_THYROID_CANCER	0.318739054	0.697476048	0.09688777	-0.403295877	-1.110573215	27	CDH1|LEF1|TCF7|NTRK1|MYC	PAAD
KEGG	KEGG_TIGHT_JUNCTION	0.002016522	0.025004872	0.431707696	0.450256198	1.674501465	85	TJP1|JAM2|MYH11|MPDZ|MYL9|CLDN5|GNAI1|JAM3|EPB41L2|MAGI2|MYH10|AFDN|PPP2R2D|SPTAN1|MAGI1|LLGL2|MAGI3|MYH9|EXOC4|ACTB|PRKCB|ACTG1|PRKCQ|CTTN|PARD6G|PARD3|TJAP1|LLGL1|PRKCE|RAB13|AKT2|ACTN4|PPP2R2B|RRAS|CTNNB1|AMOTL1|SYMPK|SRC	PAAD
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000446665	0.011868529	0.498493109	-0.54703432	-1.840322522	73	CXCL8|FOS|NFKBIA|JUN|TLR2|TLR8|CXCL10|CD14|IL1B|CD86|STAT1|LY96|TICAM1|IRF5|MAPK10|TLR1|IFNAR1|MAP2K6	PAAD
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.847222222	1	0.060118614	0.267181618	0.753720924	23	INMT|MAOB|ALDH7A1|KMO|OGDH|MAOA|HADH|IDO1	PAAD
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.606896552	0.917746005	0.061976274	-0.31369375	-0.888745806	30	SOCS3|CACNA1D|IRS2|HK2	PAAD
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.069204152	0.275155021	0.224966094	-0.499677438	-1.406376744	29	FAS|HLA-DQA2|HLA-DRB5|IL1B|CD28|CD86|HLA-F|HLA-DOA|HLA-B|HLA-DRB1|HLA-G|HLA-DPA1|HLA-DRA|HLA-DMB|LTA|HLA-DPB1|HLA-DMA	PAAD
KEGG	KEGG_TYROSINE_METABOLISM	0.966887417	1	0.051740546	0.208685385	0.566485865	19	TPO|MAOB|HGD|MAOA|LCMT1|GOT2	PAAD
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.002501418	0.025847989	0.431707696	-0.478981518	-1.686073976	90	FOS|NFKBIA|JUN|CD8B|CD3G|CD3D|CD3E|CD8A|NFKBIE|PTPRC|CD28|NFKBIB|CHP1|CD247|LCK|ITK|NCK1|RASGRP1|LCP2|NRAS|PAK1|CDK4	PAAD
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.421487603	0.816632231	0.078089231	-0.277060772	-1.02101159	123	SOCS3|UBE2D1|CDC34|UBE2S|FBXO2|UBE2B|UBE2L6|UBE2M|NEDD4L|UBE4A|FZR1|ANAPC13|UBE2D3|UBE2L3|UBE2H|UBOX5|UBE2N|UBE2R2|DET1|ANAPC10|CUL4A|CDC26|UBE2G2|RBX1|SAE1|UBE2I|PML|ELOB|MGRN1|SYVN1|BIRC3|UBE2K|ELOC|UBA6|BIRC2	PAAD
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.832644628	1	0.05559471	0.333947033	0.688750511	7	BCAT1|PDHB|VARS2|LARS2|PDHA1	PAAD
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.972292191	1	0.057609111	0.203861886	0.63705084	37	ABAT|ALDH7A1|ACAD8|MCEE|ACAA2|BCAT1|PCCB|HADHB|IVD|HADH|PCCA|HMGCL|ALDH6A1|AUH|HIBCH|BCKDHB|OXCT1	PAAD
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	3.91E-05	0.001213169	0.557332239	0.53649846	1.932312045	72	RAMP2|NPR1|MYH11|GNA11|MYL9|KCNMB4|RAMP3|CACNA1F|CALCRL|ADCY6|ADCY7|KCNMB1|GNA12|CALD1|PLA2G6|PRKCB|PRKCQ|PLCB4|ITPR1|PRKCE|RAMP1|ADORA2B|ADCY3|MAPK3|ROCK2|ITPR2|GNAS|PLCB3|PLA2G12A|RAF1|AVPR1A|GNAQ|CALM3|PRKG1|ARHGEF12	PAAD
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.685138539	0.974669544	0.074738523	0.276636349	0.864464772	37	DYNC1LI2|ADCY6|DYNC1I1|DCTN6|CREB3L4|DYNC1H1|DCTN1|DYNLL2|RAB11B|ADCY3|GNAS|DYNC2LI1|RAB5B	PAAD
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.587628866	0.905557035	0.063359701	-0.284568971	-0.917825941	56	VEGFA|PTGS2	PAAD
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.938875306	1	0.057852976	0.216403132	0.692887609	40	TJP1|PLCG2|ACTB|PRKCB|ACTG1|SLC12A2|ATP6V0E1|PDIA4|ARF1|ADCY3|GNAS	PAAD
KEGG	KEGG_VIRAL_MYOCARDITIS	0.194915254	0.541108019	0.12687573	-0.376645291	-1.19196141	49	ICAM1|HLA-DQA2|HLA-DRB5|ITGB2|CD28|CD86|CASP3|HLA-F|HLA-DOA|HLA-B|HLA-DRB1|HLA-G|HLA-DPA1|CD55|HLA-DRA	PAAD
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.905785124	1	0.04148804	-0.216691672	-0.776381894	99	JUN|PORCN|LEF1|TCF7|FZD5|PPP2R5B|MYC|FZD8|CHP1|FOSL1|MAPK10	PAAD
KEGG	KEGG_ABC_TRANSPORTERS	0.032855515	0.270506108	0.321775918	-0.537468486	-1.497775495	24	ABCA1|ABCA7|ABCD2|ABCG1|ABCC5|ABCB10|TAP1	PRAD
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.820512821	0.98157424	0.047543419	-0.235626936	-0.796376565	53	LEF1|TCF7|PIM2	PRAD
KEGG	KEGG_ADHERENS_JUNCTION	0.066210046	0.300367524	0.266350657	0.383556341	1.370492348	64	TJP1|PTPRB|PTPRM|MET|TCF7L1|ERBB2|CTNND1|AFDN|FGFR1|NECTIN1|ACTN4|CTNNB1|SORBS1|MAPK3|INSR|PTPN6	PRAD
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.064124783	0.298180243	0.234392647	-0.416624166	-1.387015399	51	NFKBIA|TNFRSF1B|SOCS3|MAPK10|PRKAB2|TNFRSF1A|ADIPOR1|JAK2|ACSL3|IRS2|NFKBIE|IKBKG|CD36|ADIPOR2	PRAD
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.375291375	0.705092887	0.104343953	0.421137278	1.087062419	16	ASS1|GPT2|ASL|CAD|GOT2|GOT1|GLUD1	PRAD
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.886046512	0.992799103	0.058221624	0.235744609	0.683846904	24	SLC9A3R2|PIK3CG|MAPK3|INSR	PRAD
KEGG	KEGG_ALLOGRAFT_REJECTION	0.191049914	0.500496958	0.129442888	-0.435329293	-1.246734888	26	FAS|CD28|HLA-G|HLA-DQA2|HLA-DMB|HLA-F|CD86	PRAD
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.559020045	0.856982599	0.078920964	0.459963609	0.914568851	6	ACOX3|ACOX1|FADS2	PRAD
KEGG	KEGG_ALZHEIMERS_DISEASE	0.997590361	1	0.054343439	0.155215923	0.612519439	126	LPL|COX7A1|NOS1|CDK5R1|RYR3|TNF|BACE2|NDUFS2|MAPK3|PLCB3|CASP9	PRAD
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.864367816	0.990039526	0.058843817	0.246334946	0.688000832	20	PARS2|VARS2|TARS2|MARS2|DARS2|HARS2|EARS2|MTFMT	PRAD
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.997679814	1	0.052589895	0.152662981	0.490391241	37	HK3|PGM1|GALK1|NAGK|GNPNAT1|PGM2|GMPPB|GNPDA1|UGDH	PRAD
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.943262411	1	0.042845051	-0.208372246	-0.662919907	41	TNFRSF1B|CCS|TNFRSF1A|CASP3|BCL2L1|MAP2K3|BAD|PPP3CC|PPP3R1|RAB5A|CHP1|RAC1|CYCS|MAPK14	PRAD
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.041734031	0.270506108	0.321775918	-0.435536927	-1.485573834	55	CD8B|HSPA5|CD8A|HSPA2|HLA-G|CTSS|HLA-DQA2|TAPBP|HLA-DMB|HLA-F|TAP1|CD74	PRAD
KEGG	KEGG_APOPTOSIS	0.043630017	0.270506108	0.287857117	-0.377955476	-1.366159197	78	IL1RAP|NTRK1|NFKBIA|FAS|CSF2RB|TNFRSF10C|TNFRSF1A|CASP3|PRKACB|CAPN2|BCL2L1|CASP6|BIRC2|IRAK2|TNFSF10|PIK3CB|IKBKG|BAD|CAPN1|PPP3CC|TNFRSF10B|PPP3R1|IL1B|ATM|CFLAR|CHP1|IRAK4|PRKAR1A|CYCS	PRAD
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.356807512	0.683081928	0.10797236	0.368547139	1.07555759	25	PTGIS|ALOX15B|AKR1C3|LTC4S|GPX3|ALOX5	PRAD
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.164705882	0.478676471	0.166933849	0.398275302	1.256995401	35	ASS1|NOS1|NOS3|MAOA|ALDH7A1|PYCR3|ALDH1B1|ALDH3A2|ARG1|ASL	PRAD
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.298642534	0.624129341	0.117249717	0.325686156	1.094250012	44	GJA1|ITGA7|TCF7L1|CACNB3|RYR2|ITGB4|ACTN4|CTNNB1|ITGA3|PKP2|ITGA1|LAMA2	PRAD
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.161572052	0.478676471	0.161978949	0.660656046	1.367665015	7	ALDH7A1|ALDH1B1|ALDH3A2|UGDH|ALDH9A1	PRAD
KEGG	KEGG_ASTHMA	0.692844677	0.888920434	0.056294075	-0.322442076	-0.819474737	16	HLA-DQA2|FCER1A|HLA-DMB	PRAD
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.421602787	0.746839223	0.080858915	-0.357853747	-1.029599159	27	FAS|CD28|HLA-G|HLA-DQA2|HLA-DMB|HLA-F|CD86	PRAD
KEGG	KEGG_AXON_GUIDANCE	0.057485277	0.288980039	0.321775918	0.383034459	1.423281407	80	EPHA2|SEMA3F|SEMA3G|NRP1|NTN4|MET|EFNB2|CXCL12|SEMA3D|SEMA6A|EPHB4|ABLIM2|SEMA4C|GNAI1|DPYSL2|SEMA6C|SRGAP1|ABL1|FES|MAPK3|PLXNA1|NFATC1|RGS3|HRAS	PRAD
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.258660508	0.601385681	0.128788713	0.403293971	1.162553484	23	GLI3|TCF7L1|APC2|SMO|STK36|DVL1|CTNNB1	PRAD
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.342059337	0.668454466	0.092552886	-0.370374242	-1.089515699	29	GTF2A2|TBPL1|GTF2H2|GTF2E2|GTF2B|TAF12|GTF2H1|TAF9|TAF4B|GTF2H3|TAF11|TAF6|TAF9B|TAF2|TAF13	PRAD
KEGG	KEGG_BASE_EXCISION_REPAIR	0.062355658	0.297388524	0.276500599	0.476327043	1.469095545	32	SMUG1|FEN1|NTHL1|PARP1|POLD3|NEIL2|POLD2|APEX2|PARP3|MBD4|POLD4|POLE|LIG3|PARP4|OGG1|PCNA	PRAD
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.489461358	0.82763466	0.088894529	0.382268335	0.967816963	15	ALDH7A1|ALDH1B1|ALDH3A2|ECHS1|MLYCD|ABAT|ALDH9A1|HADHA|EHHADH|DPYD|SRM	PRAD
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.595026643	0.856982599	0.064358337	-0.348340749	-0.909363252	18	ACOT7|HACD2|ELOVL6|YOD1|HSD17B12|FADS1|TECR	PRAD
KEGG	KEGG_BLADDER_CANCER	0.035019447	0.270506108	0.321775918	-0.477846235	-1.491315415	38	CXCL8|VEGFA|E2F1|CDH1|CDKN1A	PRAD
KEGG	KEGG_BUTANOATE_METABOLISM	0.4	0.736633663	0.100279107	0.358582568	1.040174706	24	BDH2|ALDH7A1|ALDH1B1|ALDH3A2|ACADS|ECHS1|ACAT1	PRAD
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.179794521	0.489686374	0.133554955	-0.339332971	-1.194783444	69	FOS|JUN|NFKBIA|IFITM1|LILRB3	PRAD
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.061176471	0.297388524	0.28201335	0.35039821	1.321945544	90	NOS1|P2RX5|GNA11|NOS3|ERBB2|ADCY4|CACNA1A|PLCD3|ADRB2|ADRB1|RYR2|ATP2B4|RYR3|SLC25A4|PDGFRB|P2RX7|RYR1|PLCG2|PLCD4|PLCD1|PLCB3|PHKA2|HTR2A	PRAD
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.877828054	0.990039526	0.057366743	0.222498267	0.747556279	44	COX7A1|CACNB3|RYR2|SLC9A1	PRAD
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.077464789	0.327464789	0.213927855	-0.368426699	-1.315724448	75	ICAM1|SELL|CD8B|CD28|VCAN|PDCD1|CD8A|SELPLG|CDH1|CD274|HLA-G|MPZL1|SIGLEC1|PTPRC|HLA-DQA2|HLA-DMB|HLA-F|ITGB2|CD2|CD86|ALCAM|CD6	PRAD
KEGG	KEGG_CELL_CYCLE	0.17555938	0.489686374	0.135740944	-0.30315046	-1.168471305	115	GADD45B|E2F1|CDKN2B|CDC25C|MCM6|GADD45G|CDKN1A|TFDP1|MYC|TTK|CCNE1|RBX1|CCNB1|DBF4|CDC16|E2F3|CDKN1B|ORC4|SMC1A|CCNH|SKP1|CDC25B|CDC26|YWHAQ|SMAD2|YWHAE|SMC3|CDC20|ATM|CDK7|MDM2|ORC3|STAG2|CDK6|STAG1|ORC5|RB1|YWHAZ|BUB1B|RBL1|E2F2|GADD45A|CCNE2	PRAD
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.004196907	0.066414102	0.407017919	-0.389668244	-1.533728444	133	CXCL8|CXCR4|CXCL1|NFKBIA|CCR7|CXCL10|CXCR1|CCR1|CCL3L3|GNG8|CXCR2|CXCL16	PRAD
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.804577465	0.971762393	0.049790319	-0.231837606	-0.812098117	68	NFKBIA|E2F1|CDKN1A|MYC|BCL2L1|SOS1|E2F3|CDKN1B|PIK3CB|IKBKG|BAD|BRAF|GAB2|TGFBR1|NRAS	PRAD
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.728310502	0.903105023	0.066742613	0.334819545	0.80535137	12	PER3|BHLHE41|NPAS2|CLOCK|PER2	PRAD
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.53271028	0.856982599	0.084074558	0.315753453	0.939063641	27	SUCLA2|ACLY|OGDH|PCK2|MDH1|CS|PDHA1|FH|IDH1|IDH3A|ACO1|IDH2|PDHB|DLAT|MDH2|SDHD|SDHB|SDHC|IDH3B	PRAD
KEGG	KEGG_COLORECTAL_CANCER	0.146341463	0.46819222	0.151148761	-0.356490894	-1.225324947	58	FOS|JUN|LEF1|TCF7|MAPK10	PRAD
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.004556693	0.066414102	0.407017919	-0.600204236	-1.765597777	29	PLAUR|PLAU|CFD|C5AR1|F5|SERPINA1|C3|CD55|CD46|C1QA|C3AR1|CR1	PRAD
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.295254833	0.624061352	0.101713902	-0.411452134	-1.134432233	23	CTH|SMS|LDHB|MTAP|DNMT3B|MAT2B|DNMT3A|MTR|AMD1	PRAD
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	7.32E-07	0.000136197	0.659444398	-0.532841832	-2.068069456	122	CXCL8|OSM|TNFRSF25|CXCR4|IL1RAP|CXCL1|VEGFA|CSF3R|IL1R2|CCR7|TNFRSF1B|CXCL10|FAS|IL7R|CXCR1|CSF2RB|TNFRSF10C|IFNGR1|CCR1|IL2RG|CCL3L3|RELT|TNFSF8|CXCR2|TNFSF13B|PDGFC|IL13RA1|CXCL16|TNFRSF1A|IL4R|PF4V1|IFNGR2|ACVR1B|LTBR	PRAD
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.345008757	0.668454466	0.092259726	-0.350617627	-1.094246292	38	NFKBIA|CXCL10|IRF7|POLR3F|POLR3G|POLR1D|IKBKG|ZBP1|CCL4L2|IL1B	PRAD
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.11738149	0.427742968	0.195789002	0.377754844	1.302459387	49	ITGA7|ADCY4|CACNB3|ADRB1|TGFB3|RYR2|ITGB4|TNF|ITGA3|ITGA1|LAMA2	PRAD
KEGG	KEGG_DNA_REPLICATION	0.329411765	0.668454466	0.113312908	0.338179422	1.067326985	35	MCM3|FEN1|MCM5|MCM4|RNASEH2A|POLD3|POLD2|POLD4|POLE|PCNA|RNASEH2C|POLD1|POLA2|POLE4|RNASEH1|MCM2|MCM7|POLE3|LIG1|RPA2	PRAD
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.717539863	0.901773071	0.067362387	0.30921729	0.814507467	17	NOTCH3|NOTCH4|MAPK3	PRAD
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.551724138	0.856982599	0.081302735	0.333800378	0.932287284	20	FMO2|MAOA|GSTA1|GSTZ1|ALDH3B1	PRAD
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.639908257	0.871084109	0.073438141	0.303826798	0.860379811	21	TK1|UMPS|CES2|IMPDH1|NAT1|TK2|IMPDH2|UCK1	PRAD
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	6.80E-06	0.000632424	0.610526878	0.644611681	2.22255399	49	HSPG2|LAMB1|LAMA4|COL4A2|LAMA3|ITGA7|COL4A1|COL3A1|SDC4|COL6A1|COL6A2|GP5|ITGB4|SDC3|LAMB2|VWF|RELN|COL6A3|ITGA3|FN1|AGRN|ITGA1|LAMA2|LAMA5|GP1BA	PRAD
KEGG	KEGG_ENDOCYTOSIS	0.95826087	1	0.041237609	-0.190482532	-0.761519263	157	CXCR4|NTRK1|CXCR1|HSPA2|IL2RG|HLA-G|CXCR2|TFRC|HLA-F|PIP5K1B|DAB2|IGF1R|RAB11A|VPS37B|LDLR|RAB4A|EEA1	PRAD
KEGG	KEGG_ENDOMETRIAL_CANCER	0.803203661	0.971762393	0.062112419	0.2356843	0.804493125	47	TCF7L1|ERBB2|CCND1|APC2|PIK3CG|CTNNB1|MAPK3|HRAS|CASP9|TP53|AKT2	PRAD
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.031883909	0.270506108	0.321775918	-0.453807071	-1.553144588	56	CXCL8|CXCL1|JUN|NFKBIA|CXCR1|MAPK10|CXCR2	PRAD
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.034675029	0.270506108	0.321775918	-0.403861215	-1.414675286	68	NRG1|JUN|AREG|MAPK10|GAB1|CDKN1A|EREG|NCK2|MYC|SOS1|CAMK2D|CDKN1B|RPS6KB1|PIK3CB|ELK1|BAD|HBEGF|BRAF	PRAD
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.593368237	0.856982599	0.063642408	-0.356430105	-0.90585407	16	CHPT1|LPCAT2|PLA2G7	PRAD
KEGG	KEGG_FATTY_ACID_METABOLISM	0.039509844	0.270506108	0.321775918	0.497997027	1.506327709	30	ALDH7A1|ACADVL|ALDH1B1|ACOX3|ALDH3A2|ACAA2|ACADS|ECHS1|ACAT1|ECI1|ACOX1|GCDH|CPT2	PRAD
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.670616114	0.87941074	0.072714108	0.25682384	0.893609888	56	MAPK12|MAPK11|VAV2|PRKCE|PIK3CG|SYK|TNF|PLCG2|MAPK3|HRAS|AKT2|INPP5D|MAPK13|VAV1|PIK3CD|AKT1	PRAD
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.857651246	0.990039526	0.047353425	-0.217991688	-0.79212276	82	FCGR1A|WASF1|MARCKS|FCGR2A|ARPC1B|LIMK2|PTPRC	PRAD
KEGG	KEGG_FOCAL_ADHESION	0.001239227	0.032928031	0.455059867	0.407599549	1.636124049	143	LAMB1|LAMA4|PARVA|COL4A2|FLT4|LAMA3|ITGA7|MET|COL4A1|ERBB2|COL3A1|CCND1|COL6A1|COL6A2|KDR|FLT1|SHC2|TLN2|VAV2|FLNB|ITGB4|PDGFRB|PIK3CG|LAMB2|VWF|BCAR1|RELN|COL6A3|ACTN4|CAV1|CTNNB1|ITGA3|FN1|FLNC|PXN|MAPK3|ITGA1|LAMA2|HRAS|PPP1CA|LAMA5	PRAD
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.643382353	0.871084109	0.062249043	-0.423558216	-0.86695831	7	ALPL	PRAD
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.87826087	0.990039526	0.045224744	-0.241937063	-0.702696172	28	KHK|PFKFB3|SORD|ALDOB|MTMR2	PRAD
KEGG	KEGG_GALACTOSE_METABOLISM	0.671378092	0.87941074	0.058345278	-0.318181065	-0.860644257	21	MGAM|GAA|GLA|B4GALT1|GLB1	PRAD
KEGG	KEGG_GAP_JUNCTION	0.038101704	0.270506108	0.321775918	0.399318983	1.426814139	64	TJP1|GJA1|GNA11|ADCY4|TUBB6|ADRB1|GNAI1|PDGFRB|MAPK3|TUBA1A|PLCB3|HRAS|TUBAL3|HTR2A	PRAD
KEGG	KEGG_GLIOMA	0.620450607	0.861222484	0.061169263	-0.271099831	-0.902539198	51	E2F1|CDKN1A|IGF1R|CALM2|SOS1|CAMK2D|E2F3|CALM1|PIK3CB|BRAF|NRAS|CALM3|PTEN|MDM2|PRKCA|ARAF|PDGFB|CDK6|EGF|RB1|E2F2	PRAD
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.006655376	0.082526657	0.407017919	-0.552447721	-1.705742129	36	ANPEP|GGT7|GSTM5|MGST1|OPLAH|GSTM3|GSTM4|SMS|GPX4|GGT1|MGST3|MGST2|GSTM2|GCLC|GPX7|GSTM1	PRAD
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.607638889	0.856982599	0.062249043	-0.295510892	-0.912421863	36	DGAT2|GPAT3|GLA|DGKH|CEL|AGPAT2|GPAT4|DGKA|LCLAT1|GK|MBOAT1	PRAD
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.008079851	0.093928267	0.380730401	-0.480599754	-1.624340528	53	ACHE|MBOAT7|GPAT3|CHPT1|LPCAT2|ADPRM|PCYT1B|DGKH|AGPAT2|GPAT4|LPGAT1|PGS1|CRLS1|DGKA|LCLAT1	PRAD
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.177619893	0.489686374	0.13725078	-0.481073803	-1.255870407	18	ALAS2|GLDC|CTH	PRAD
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.325635104	0.668454466	0.112843356	0.323500115	1.06841861	40	ALDH7A1|HK3|ALDH1B1|ALDH3A2|ENO2|PGM1|ALDH3B1|PGM2|PFKL|PCK2|ACSS1|PDHA1|ALDH9A1|PDHB|PFKP|FBP1|DLAT|PGK1|TPI1|PKM|ACSS2|GAPDH|ADH5	PRAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.612788632	0.856982599	0.062939469	-0.343353497	-0.896343748	18	CHST11|CHST7|CSGALNACT2|CHSY1|DSE	PRAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.960187354	1	0.05479395	0.226200203	0.572687753	15	B3GAT1|EXTL3|B3GAT3|HS3ST3B1|HS2ST1|EXT2|GLCE|XYLT2|NDST3	PRAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.272394881	0.608902683	0.109250039	-0.540599852	-1.172425345	9	B3GNT2|ST3GAL1|B4GALT1|B4GALT3	PRAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.022584695	0.221092277	0.352487858	-0.621601988	-1.579778705	16	SGSH|GALNS|ARSB|HEXB|GNS|GLB1|IDUA|HPSE	PRAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.027659593	0.257234212	0.352487858	-0.679930993	-1.526789053	10	HEXB|ST3GAL1|ST3GAL5|GLB1|SLC33A1|ST6GALNAC4	PRAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.090073529	0.343881106	0.202071709	-0.702485347	-1.437879104	7	GLA|HEXB|ST3GAL1	PRAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.596085409	0.856982599	0.064358337	-0.389401813	-0.899604396	11	ABO|B3GNT2|B4GALT1|B4GALT3|ST3GAL4	PRAD
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.643738977	0.871084109	0.060248409	-0.329085913	-0.879579818	20	PIGA|PIGF|PIGT|PIGB|PIGK|DPM2|PIGP|PIGG	PRAD
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.843181818	0.990039526	0.059476029	0.291003816	0.719456453	13	AFMID|MTHFD1L|MDH1|CS|MTHFD1|ACO1|GLYCTK|MDH2	PRAD
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.918584071	1	0.043975928	-0.209038577	-0.729416977	67	JUN|MAPK10|PRKACB|CALM2|MAP2K3|SOS1|CAMK2D|CALM1|ELK1|CDC42|HBEGF|ADCY3|PRKCD|NRAS|CALM3|MAPK8|PLA2G6|MAP2K4|PRKCA|GNAS|MAPK14|PLA2G4A	PRAD
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.25261324	0.594803464	0.111011492	-0.405833956	-1.167645449	27	FAS|CD28|HLA-G|HLA-DQA2|HLA-DMB|HLA-F|CD86	PRAD
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.404109589	0.736905721	0.09854998	0.384629357	1.051240815	19	GLI3|SMO|STK36	PRAD
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.000690278	0.02567833	0.477270815	-0.521702942	-1.81521995	65	CSF3R|IL1R2|CD8B|FCGR1A|CD3E|IL7R|ANPEP|CD5|CD7|CD3G|CD14|MME|CD3D|CD8A|TFRC|CD55|CD44|IL4R|ITGA2|CR1|CD2	PRAD
KEGG	KEGG_HISTIDINE_METABOLISM	0.430523918	0.75544763	0.094664622	0.383169587	1.009304783	17	MAOA|ALDH7A1|ALDH1B1|ALDH3A2|ALDH3B1	PRAD
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.713953488	0.901773071	0.068632563	0.29253189	0.829581528	22	RAD51D|RAD50|POLD3|POLD2|POLD4	PRAD
KEGG	KEGG_HUNTINGTONS_DISEASE	1	1	0.053347785	0.156541863	0.626832026	138	COX7A1|PPARG|TGM2|SLC25A4|DCTN1|NDUFS2|PLCB3|CASP9|TP53|CLTCL1|PLCB1|NRF1|NDUFB7|CYC1|DNAL1|PLCB2|NDUFB2|HDAC1|HIP1|TAF4|POLR2B|NDUFC1|TBP|SLC25A5|TFAM|AP2A2|SLC25A6|CASP8|CLTB|NDUFS7|POLR2C|IFT57|UQCRC1|MT-CYB	PRAD
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.153674833	0.468582278	0.168238166	0.37068044	1.259072197	45	ITGA7|ACE|CACNB3|TGFB3|RYR2|ITGB4|TNF|ITGA3|ITGA1|LAMA2	PRAD
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.101382488	0.377142857	0.213927855	0.384519444	1.315055028	48	PLCD3|IMPA2|PIK3C2B|PIK3CG|INPP1|PLCG2|PLCD4|PIP4K2C|PIP4K2B|PLCD1|PLCB3|ALDH6A1|PLCB1|PLCB2|PI4KB|PIK3CD	PRAD
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.958549223	1	0.040905578	-0.189044779	-0.728019857	112	PDE3B|SOCS3|MAPK10|PRKAB2|SOCS2|PRKACB|CALM2|IRS2|SOS1|SREBF1|MKNK1|RPS6KB1|CALM1|PIK3CB|PTPRF|MKNK2|ELK1|BAD|BRAF|NRAS|CALM3|FLOT1|MAPK8|RHEB|FOXO1|IRS1|PRKAR1A|ARAF|HK2|PTPN1|PPP1CB|PRKCI|PIK3R1|RPS6|HK1|EIF4E|PHKB|AKT3|SH2B2|PRKAR1B|RHOQ|PPP1R3B|PRKAA1|PRKAB1|PIK3R5|EIF4EBP1	PRAD
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.090592334	0.343881106	0.195789002	-0.473913656	-1.363521005	27	CXCR4|CD28|TNFSF13B|HLA-DQA2|HLA-DMB|LTBR|CD86	PRAD
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.181657848	0.489686374	0.135002034	-0.327307871	-1.198426834	84	OSM|CSF3R|IL7R|SOCS3|CSF2RB|IFNGR1|IL2RG|IL13RA1|IL4R|SOCS2|IFNGR2|MYC|JAK2|BCL2L1|IL10RB|SOS1|SOCS5|IL12RB1|IL6R|PIK3CB	PRAD
KEGG	KEGG_LEISHMANIA_INFECTION	0.001422075	0.033063244	0.455059867	-0.523506156	-1.805761927	61	FOS|PTGS2|JUN|NFKBIA|FCGR1A|FCGR3B|IFNGR1|FCGR2A|C3|TLR2|HLA-DQA2|HLA-DMB|IFNGR2|ITGB2|CR1|CYBA|JAK2	PRAD
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.042712169	0.270506108	0.321775918	0.3777698	1.414276569	82	RAPGEF3|CDH5|JAM2|VCAM1|CXCL12|MAPK12|CTNND1|AFDN|MAPK11|GNAI1|VAV2|MMP2|PIK3CG|BCAR1|JAM3|RAPGEF4|ACTN4|PLCG2|CTNNB1	PRAD
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.210989011	0.545054945	0.140406239	0.572347639	1.263940665	9	ALDH7A1|ALDH1B1|ALDH3A2|ECHS1	PRAD
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.967093236	1	0.043103683	-0.287916186	-0.512919166	4	PLA2G6|PLA2G4A	PRAD
KEGG	KEGG_LONG_TERM_DEPRESSION	0.151029748	0.46819222	0.172324345	0.376942314	1.262970258	43	NOS1|GNA11|CACNA1A|GNAI1|RYR1|MAPK3|PLCB3|HRAS|PPP2R1A|PLCB1|PLCB2	PRAD
KEGG	KEGG_LONG_TERM_POTENTIATION	0.877880184	0.990039526	0.058221624	0.223342938	0.763831996	48	RAPGEF3|RPS6KA2|MAPK3|PLCB3|HRAS|PPP1CA	PRAD
KEGG	KEGG_LYSINE_DEGRADATION	0.280821918	0.608902683	0.12210792	0.333130089	1.105506408	41	ALDH7A1|SETD7|KMT5C|ALDH1B1|ALDH3A2|SETMAR|ECHS1|PLOD1|AASS|ACAT1|EHMT1|GCDH|OGDH|EHMT2|SETD1A	PRAD
KEGG	KEGG_LYSOSOME	2.31E-05	0.00143209	0.575610261	-0.523788452	-1.983585405	104	MCOLN1|SGSH|SLC11A1|GALNS|CTSW|LAPTM4A|IGF2R|CTSS|ASAH1|ARSB|GAA|GLA|HEXB|PPT1|AP3M2|GM2A|CTNS|AP1S2|GNS|AP4S1|AP1B1|LAPTM5|CTSD|CTSZ|ATP6V0B|SMPD1|CTSB|TCIRG1|LAMP2|MANBA|GLB1|ATP6AP1|CTSH|GALC|IDUA|SLC17A5|ENTPD4|M6PR|AP4E1|PSAP|AGA|LAPTM4B|ATP6V0A1|AP1M2|FUCA1|NAGA|DNASE2	PRAD
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.022331506	0.221092277	0.352487858	-0.334921885	-1.367668426	189	FOS|NTRK1|JUN|GADD45B|DDIT3|IL1R2|DUSP1|FAS|DUSP2|DUSP4|CD14|MAPK10|HSPA2|DUSP8|DUSP10|DUSP14|GADD45G|JUND|TNFRSF1A|DUSP16|CASP3|PRKACB|RAP1A|MYC|CACNA2D3|MAP2K3|RELB|SOS1|MKNK1|ARRB2|NF1|MRAS|RASGRP1|MKNK2|MAP3K13|ELK1|CDC42|IKBKG|BRAF|CDC25B|PPP3CC|TGFBR1|ARRB1|NRAS|MAP4K3|PPM1B|RASA2|PPP3R1|IL1B|MAP4K2|MAP2K5|STK3|TAB2|STK4|MAPK8|MAPKAPK5|PLA2G6|RAP1B|CHP1|MAP2K4|RAC1|RASA1	PRAD
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.611344538	0.856982599	0.071305299	0.627028442	0.93537061	2	HES1|HHEX	PRAD
KEGG	KEGG_MELANOGENESIS	0.343053173	0.668454466	0.091392433	-0.316426394	-1.074991981	54	LEF1|TCF7|MITF|FZD5|PRKACB|CALM2|WNT11|CREB3L2|CAMK2D|CALM1|GNAO1|ADCY3|DVL3|NRAS|CALM3	PRAD
KEGG	KEGG_MELANOMA	0.575045208	0.856982599	0.066896628	-0.28832526	-0.929012408	45	E2F1|MITF|CDH1|PDGFC|CDKN1A|IGF1R|E2F3|PIK3CB|BAD|BRAF|NRAS|PTEN|MDM2|ARAF|PDGFB|CDK6|EGF|RB1|E2F2	PRAD
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.593639576	0.856982599	0.064214088	-0.33994992	-0.91952658	21	GSTM5|MGST1|GSTM3|GSTM4|MGST3|MGST2|GSTM2|CYP1B1	PRAD
KEGG	KEGG_MISMATCH_REPAIR	0.993023256	1	0.052912985	0.170144904	0.482508316	22	POLD3|POLD2|POLD4|MSH6|PCNA|POLD1|PMS2|LIG1|RPA2|RPA1|MSH2|RFC1|RFC5	PRAD
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.877192982	0.990039526	0.045679041	-0.226688244	-0.724516532	42	VEGFA|DDIT4	PRAD
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.070671378	0.305694798	0.224966094	-0.354651724	-1.313881874	89	ICAM1|FAS|FCGR3B|TNFRSF10C|IFNGR1|HLA-G|CASP3|IFNGR2|VAV3|TYROBP|ITGB2|MICA|LCK|NFAT5|CD247|SOS1|TNFSF10|LCP2|PIK3CB|IFNAR1|BRAF|PPP3CC|NRAS|TNFRSF10B|FCGR3A|CD48|PPP3R1	PRAD
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.142123288	0.463770728	0.152144922	-0.353371545	-1.244212936	69	C5AR1|FPR1|FPR2|P2RY6|P2RY13|PTAFR|GABRD|P2RY8|PTGER3|PTGER4|VIPR1|PTGIR|TRHR|C3AR1|CYSLTR1|OXTR|P2RX4	PRAD
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.164075993	0.478676471	0.14122512	-0.308623998	-1.181084274	108	NTRK1|JUN|NFKBIA|CAMK4|MAPK10|GAB1|RIPK2|BEX3|FOXO3|CALM2|RAP1A|ARHGDIB|IRS2|SOS1|CAMK2D|IRAK2|CALM1|NFKBIE|PIK3CB|CDC42|BAD|BRAF|PRKCD|YWHAQ|NRAS|YWHAE|CALM3|MAP2K5|MAPK8|RAP1B|RAC1|IRAK4|IRS1|MAPK14|IRAK3|RHOA|YWHAZ|KIDINS220	PRAD
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.046956522	0.272934783	0.276500599	-0.614449783	-1.531677707	15	NAMPT|BST1|NMRK1|NT5C3A|PNP|NT5C2	PRAD
KEGG	KEGG_NITROGEN_METABOLISM	0.28113879	0.608902683	0.105520937	-0.510157239	-1.178576163	11	CTH|CA1|CA4|GLUL|GLS	PRAD
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.002038627	0.042131633	0.431707696	-0.525875807	-1.786552218	54	CXCL8|CXCL1|TNFAIP3|NFKBIA|MAPK10|RIPK2|TAB3|NLRP3|NAIP|CARD8	PRAD
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.695454545	0.888920434	0.06879431	0.353261576	0.833734396	11	FEN1|RAD50|XRCC5|LIG4	PRAD
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.922123894	1	0.043800203	-0.21538905	-0.702771034	47	E2F1|FHIT|FOXO3|SOS1|E2F3|PIK3CB|BAD|BRAF|NRAS|STK4|PRKCA|ARAF|CDK6|EGF|RB1|E2F2	PRAD
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.089041096	0.343881106	0.227987203	0.409449442	1.358775436	41	JAG2|NOTCH3|DTX1|JAG1|NOTCH4|KAT2A|DVL1|RBPJ|DTX4	PRAD
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.987588652	1	0.040740353	-0.17963749	-0.571502539	41	GTF2H5|GTF2H2|RBX1|CCNH|RAD23A|GTF2H1|CUL4B|CDK7|MNAT1|GTF2H3|RAD23B|RFC3|CETN2	PRAD
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.127659574	0.439716312	0.164405756	-0.402412437	-1.280243505	41	MAN1C1|ALG11|MGAT3|MGAT4A|ALG5|ALG6|DPM3|B4GALT1|MGAT1|B4GALT3|MAN2A1|MAN1A1|MAN1A2|DPM2|DAD1|ALG8|DOLPP1|DDOST	PRAD
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.15008726	0.46819222	0.149207542	-0.513315222	-1.304571853	16	OR2B6|PRKACB|CALM2|CAMK2D|ARRB2|CALM1|ADCY3|CALM3|OR2W3|PRKG1	PRAD
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.659722222	0.876488095	0.072357085	0.341630843	0.855412487	14	SHMT1|DHFR|TYMS|SHMT2|GART|MTHFD1L|MTHFD1|MTFMT|ATIC	PRAD
KEGG	KEGG_OOCYTE_MEIOSIS	0.607142857	0.856982599	0.063642408	-0.251367472	-0.92979848	87	SPDYC|CDC25C|PRKACB|IGF1R|CALM2|CCNE1|RBX1|CCNB1|AURKA|CAMK2D|CDC16|CALM1|SMC1A|PPP2R5B|SKP1|ADCY3|PPP3CC|CDC26|YWHAQ|YWHAE|PPP3R1|CALM3|SMC3|CDC20	PRAD
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.231578947	0.559398496	0.117249717	-0.500676693	-1.223000276	14	HEXB|MAN2B2|MANBA|GLB1|AGA|FUCA1|FUCA2|GBA|ENGASE	PRAD
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	1	1	0.053347785	0.110984082	0.42096035	93	COX7A1|NDUFS2|NDUFB7|CYC1|MT-ND6|COX17|NDUFA11|NDUFB2|MT-ND3|MT-ND4L|NDUFC1|LHPP|MT-ND5|MT-ND4|NDUFS7|UQCRC1|COX15|MT-CYB|MT-ND1|NDUFB8|NDUFA8|COX8A|ATP6V1A	PRAD
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.526806527	0.856982599	0.084555744	0.368925283	0.952289981	16	GALNT15|GALNT3	PRAD
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.231560892	0.559398496	0.115734448	-0.339715083	-1.154110395	54	GADD45B|FAS|PMAIP1|GADD45G|CDKN1A|CASP3|SESN2|CCNE1|CCNB1|SHISA5|PPM1D|TNFRSF10B|BBC3|PTEN|MDM4|ATM|CCNG1|MDM2|CYCS|SESN3|CDK6|GADD45A|CCNE2|CDK1	PRAD
KEGG	KEGG_PANCREATIC_CANCER	0.342059337	0.668454466	0.092552886	-0.309959393	-1.07630305	63	VEGFA|E2F1|MAPK10|BCL2L1|E2F3|RALGDS|PIK3CB|CDC42|IKBKG|BAD|BRCA2|BRAF|TGFBR1|SMAD2|STAT1|RAD51|MAPK8|RALBP1|RAC1|ARAF|ARHGEF6|CDK6|EGF|RB1|TGFBR2|E2F2	PRAD
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.217081851	0.55311266	0.12267919	-0.537384144	-1.241476343	11	VNN2|VNN1	PRAD
KEGG	KEGG_PARKINSONS_DISEASE	1	1	0.039115525	-0.120907425	-0.452196667	95	UBB|CASP3|UBE2L3|VDAC3|UBE2L6|NDUFA6|UQCRH|PINK1|UBE2G1|PARK7|UBE2J1|NDUFS5|SNCA|NDUFA1|VDAC1|CYCS|COX4I1|NDUFA5|NDUFB10|NDUFS4|NDUFB4|COX6B1|UQCRHL|NDUFB9|UQCRB|NDUFA10|NDUFS8	PRAD
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.578661844	0.856982599	0.06658921	-0.287676009	-0.926920459	45	CD14|CDH1|ARPC1B|LY96|TUBB2A|NCK2|EZR|TUBA4A|CDC42|YWHAQ|ARPC5	PRAD
KEGG	KEGG_PATHWAYS_IN_CANCER	0.037318156	0.270506108	0.321775918	-0.302289661	-1.271602493	239	CXCL8|FOS|PTGS2|NTRK1|JUN|NFKBIA|VEGFA|CSF3R|E2F1|LEF1|FAS|TCF7|CDKN2B|MITF|MAPK10|CDH1|LAMB3	PRAD
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.965141612	1	0.051218435	0.247119413	0.526592438	8	AKR1B1|UGDH|DCXR|UGT2B28|RPE	PRAD
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.823255814	0.98157424	0.061705405	0.259952095	0.737189562	22	PGM1|H6PD|PRPS2|PGM2|PFKL|TKTL1|RPIA|PRPS1|PFKP|FBP1|PGLS	PRAD
KEGG	KEGG_PEROXISOME	0.906759907	1	0.057246114	0.208368087	0.733956526	60	PEX11B|ACOX3|PEX5|PMVK|PRDX1|FAR2|ACOX1|PEX13|PAOX|MLYCD|MVK|CROT|ECH1|HSD17B4|PEX10|GNPAT|IDH1|PEX7|ACOT8|IDH2|PEX26|CAT	PRAD
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.589519651	0.856982599	0.075118164	0.425308655	0.880457798	7	MAOA|ALDH3B1|GOT2|GOT1|PRDX6	PRAD
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.594405594	0.856982599	0.078089231	0.25843171	0.918744439	63	PLCD3|IMPA2|PIK3C2B|PIK3CG|INPP1|PLCG2|PLCD4|PIP4K2C|PIP4K2B|PLCD1|PLCB3|DGKQ|INPP5D|PLCB1|PLCB2|PI4KB|PIK3CD	PRAD
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.141342756	0.463770728	0.155241966	-0.490602096	-1.327023896	21	ALAS2|FECH|FTH1|HMBS|CPOX	PRAD
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.004998911	0.066414102	0.407017919	0.54908842	1.743997684	36	MMP1|LPL|FABP4|PPARG|FABP5|ACOX3	PRAD
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.281535649	0.608902683	0.107140237	-0.707808075	-1.166186721	3	CYP27A1	PRAD
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.04886562	0.275424401	0.271288555	-0.492878144	-1.449880731	29	CD8B|CD3E|IL7R|CD3D|CD8A|IL2RG|PTPRC|TAP1	PRAD
KEGG	KEGG_PRION_DISEASES	0.052083333	0.284926471	0.261663522	-0.517216839	-1.459453686	25	HSPA5|EGR1|NOTCH1|PRKACB|C1QA|C1QB|ELK1|C1QC|IL1B|NCAM1|CCL5	PRAD
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.834507042	0.988651655	0.048118399	-0.226366613	-0.792933912	68	SPDYC|PDE3B|MAPK10|CDC25C	PRAD
KEGG	KEGG_PROPANOATE_METABOLISM	0.186915888	0.496662216	0.155241966	0.415521885	1.235779025	27	ALDH7A1|ALDH1B1|ACACB|SUCLA2|ALDH3A2|ECHS1|ACAT1|ALDH6A1|MLYCD|ACSS1|ABAT|MCEE|ALDH9A1|ACSS2|PCCB|HADHA|EHHADH	PRAD
KEGG	KEGG_PROSTATE_CANCER	0.278745645	0.608902683	0.104732822	-0.312236173	-1.114699087	74	NFKBIA|E2F1|LEF1|TCF7|CREB5|PDGFC|CDKN1A|IGF1R|CCNE1|SOS1|CREB3L2|E2F3|CDKN1B|PIK3CB|IKBKG|BAD|BRAF|NRAS|PTEN|AR|HSP90B1|FOXO1|MDM2|ARAF|PDGFB|EGF|RB1|E2F2|CCNE2	PRAD
KEGG	KEGG_PROTEASOME	0.893023256	0.994624704	0.057852976	0.215655997	0.705238982	39	PSMC3|PSMD3|PSMB6|PSMB5|PSMD2|PSMC2|PSMC4|PSMA5|PSMB4|PSMD4|PSMB3|PSMC5|PSMD8|SEM1|PSMB7|PSMC6|PSMA7|PSMA4	PRAD
KEGG	KEGG_PROTEIN_EXPORT	0.056537102	0.288980039	0.252961123	-0.538040232	-1.455338758	21	HSPA5|SPCS2|IMMP2L|SEC11C|SEC62|SRPRB|SEC63|SEC61G	PRAD
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.611702128	0.856982599	0.062939469	-0.373325035	-0.886139837	12	ATP1B1|CA4|ATP1A3	PRAD
KEGG	KEGG_PURINE_METABOLISM	0.69775475	0.888920434	0.055479331	-0.229633728	-0.884329707	112	PDE3B|ENTPD5|AK5|PDE4B|PDE6H|FHIT|ADPRM|DCK|NT5C3A|CANT1|PNP|NT5C2|POLR3F|POLR3G|PNPT1|POLR1D	PRAD
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.850533808	0.990039526	0.04773424	-0.21924704	-0.79668437	82	ENTPD5|CMPK2|DCK|NT5C3A|CANT1|PNP|NT5C2|POLR3F|POLR3G|PNPT1|POLR1D	PRAD
KEGG	KEGG_PYRUVATE_METABOLISM	0.416666667	0.746839223	0.097544922	0.332401771	1.017406297	31	ALDH7A1|ALDH1B1|ACACB|ALDH3A2|ACAT1|AKR1B1|HAGHL|PCK2|MDH1|ACYP1|ACSS1|PDHA1|ACYP2|ALDH9A1|PDHB|DLAT|PKM|ACSS2	PRAD
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.359903382	0.683081928	0.109250039	0.257171873	1.03360079	148	ENAH|ITGA7|TIAM2|MYH10|PFN2|APC2|FGFR1|VAV2|ITGB4|GIT1|PDGFRB|PIK3CG|ARPC5L|BCAR1|ACTN4|CYFIP1|FGD1|IQGAP3|SLC9A1|PIP4K2C|ITGA3|NCKAP1L|PIP4K2B|FN1|PXN|MAPK3|ITGA1|HRAS|PPP1CA|LIMK1|CSK	PRAD
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.561278863	0.856982599	0.067206509	-0.362293684	-0.932456187	17	GABARAPL1|ULK1|GABARAPL2|PIK3C3|PIK3R4|ATG3|PRKAA1|ATG12|ATG5|ATG4C	PRAD
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.723958333	0.903105023	0.054008827	-0.246015024	-0.847052475	59	JUN|VEGFA|GAB1|HIF1A|RAP1A|RBX1|SOS1|PIK3CB|CDC42|BRAF|NRAS|FLCN|EGLN3|RAP1B|RAC1|ARAF|PDGFB	PRAD
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.44014733	0.758878742	0.081526514	-0.49281158	-1.033997373	8	ANPEP|MME	PRAD
KEGG	KEGG_RETINOL_METABOLISM	0.489323843	0.82763466	0.074175897	-0.418463374	-1.002050382	13	DGAT2	PRAD
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.505518764	0.833169453	0.083836106	0.417820082	0.961361847	10	PHPT1|ACP6|ACP5|MTMR6|RFK|MTMR1|ACP2	PRAD
KEGG	KEGG_RIBOSOME	3.46E-07	6.43E-05	0.67496286	-0.540809694	-2.282307734	82	RPS4Y1|RPL32|RPL31|RPL13|RPL6|RPS12|UBA52|RPL9|RPS18|RPS16|RPS15A|RPS5|RPS20|RPS6|RPL10A|RPL34|RPS4X|RPL21|RPS25|RPL30|RPS3A|RPL7|RPS3|RPL3|RPL18|RPL37|RPL5|RPL19|RPL35A|RPL22|RPS13|RPS27|RPL38|RPL26|RPL23A|RPL39|RPS29|RPL36AL|RPL27A|RPL10|RPL18A|RPL14|RPL13A|RPL11|RPL4|RPLP2|RPL41|RPL35|RPL36|RPS8|RPL27|RPL24|RPS27L|RPL8|RPS21|RPL29|RPL12|RPS27A|RPS9|RPS15|RPS7|RPL23|RPS17|RPS28|RPS19|RPS23|RPS11|RPS2|RSL24D1|RPL28	LUSC
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.00496181	0.066414102	0.407017919	-0.515792352	-1.705277216	50	CXCL8|NFKBIA|CXCL10|MAPK10|ISG15	PRAD
KEGG	KEGG_RNA_DEGRADATION	1	1	0.053787281	0.136627035	0.473042256	54	EDC4|ENO2|EXOSC7|LSM2|WDR61|LSM7	PRAD
KEGG	KEGG_RNA_POLYMERASE	0.91314554	1	0.057246114	0.22681403	0.661927676	25	POLR1B|POLR3GL|POLR3A|POLR3H|POLR2B|POLR2C|POLR3K|POLR3D	PRAD
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.50617284	0.833169453	0.072003314	-0.364069574	-0.973084041	20	GGT7|CTH|GGT1|TRMT11|METTL6|MAT2B	PRAD
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.582746479	0.856982599	0.064940768	-0.264081379	-0.937051771	73	PTGS2|NFKBIA|E2F1|CDKN2B|FHIT|LAMB3	PRAD
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.045217391	0.271304348	0.28201335	-0.484549941	-1.474437163	34	VAMP2|STX7|STX1A|VAMP4|STX11|STX17|STX2|STX6|SNAP29|GOSR1|STX3|BET1|VTI1B|BET1L|VAMP7|STX18|VTI1A	PRAD
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.421602787	0.746839223	0.080858915	-0.357589715	-1.028839499	27	ASAH1|GLA|KDSR|ACER2|SMPD1|GLB1|GALC|SPTLC2|SGMS1|SPHK1	PRAD
KEGG	KEGG_SPLICEOSOME	1	1	0.05367696	0.130342178	0.513553991	121	EFTUD2|SNRNP200|DHX16|LSM2|LSM7|SRSF1|HNRNPA1L2|PRPF19|EIF4A3|SNRPB|PRPF8|HSPA1A|ALYREF|PRPF31|DHX38|PUF60|DHX15|SF3A3|DDX23|DHX8|PPIL1|SF3B3|MAGOHB|DDX42|PRPF38A|SNRNP40|PRPF4|PPIH|SNRPD3|DDX46|PLRG1|SART1|THOC3|SF3B2|SRSF9|RBM8A|CCDC12|CDC40|LSM6|PRPF6|SNRPG|SNRPA1|TCERG1|LSM3	PRAD
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.379370629	0.705629371	0.086794976	-0.387663771	-1.064879923	22	AGL|MGAM|GAA	PRAD
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.252631579	0.594803464	0.111462667	-0.493592638	-1.205696094	14	DHCR24|TM7SF2|CEL|MSMO1|NSDHL|SOAT1	PRAD
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.090277778	0.343881106	0.227987203	0.561249053	1.405316466	14	AKR1C2|AKR1C3|AKR1C1|STS	PRAD
KEGG	KEGG_SULFUR_METABOLISM	0.799632353	0.971762393	0.052057003	-0.360108899	-0.737087348	7	CHST11	PRAD
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.119584055	0.427742968	0.168238166	-0.425768331	-1.309345565	35	FCGR1A|FCGR3B|CD28|FCGR2A|C3|HLA-DQA2|HLA-DMB|C1QA|CD86	PRAD
KEGG	KEGG_TASTE_TRANSDUCTION	0.278145695	0.608902683	0.120433372	0.50202024	1.155097912	10	ADCY4|CACNA1A|ADCY6|PLCB2|ITPR3	PRAD
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.226691042	0.559398496	0.121543282	-0.685640531	-1.221460225	4	GGT7|GGT1|CSAD	PRAD
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.65658363	0.876488095	0.059731798	-0.363209063	-0.869738675	13	IDI1|GGPS1|HMGCR|PDSS1|PDSS2|HMGCS1|ACAT2|MVD	PRAD
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.068720379	0.304333108	0.266350657	0.393912279	1.37060449	56	DCN|ID1|SMAD9|ACVRL1|ACVR2B|TGFB3|ID3|TNF|E2F5|MAPK3|SMAD6|PPP2R1A|BMP8B|THBS1|ZFYVE9|SMAD7	PRAD
KEGG	KEGG_THYROID_CANCER	0.224738676	0.559398496	0.118815039	-0.417713152	-1.201823686	27	NTRK1|LEF1|TCF7|CDH1	PRAD
KEGG	KEGG_TIGHT_JUNCTION	0.004629433	0.066414102	0.407017919	0.44660683	1.678281296	85	TJP1|JAM2|MPDZ|EPB41L2|EPB41L1|MYH10|AFDN|MAGI1|LLGL1|GNAI1|SPTAN1|PRKCE|MYH11|JAM3|ACTN4|RAB13|PPP2R2B|TJAP1|CTNNB1	PRAD
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000309664	0.014399377	0.498493109	-0.510829469	-1.812599058	73	CXCL8|FOS|JUN|NFKBIA|CXCL10|CD14|MAPK10|TLR8|TLR2|LY96	PRAD
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.01670482	0.182770384	0.352487858	0.603361577	1.750228556	24	INMT|IDO1|MAOA|ALDH7A1|KMO|ALDH1B1|ALDH3A2|ECHS1|ACAT1|GCDH|AFMID|HAAO|OGDH	PRAD
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.758139535	0.933867242	0.06568136	0.264591024	0.800327651	30	CACNA1A|HK3|PRKCE|PIK3CG|TNF|MAPK3|SOCS1|MTOR|INSR	PRAD
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.18006993	0.489686374	0.135002034	-0.422308714	-1.247777364	30	FAS|CD28|HLA-G|HLA-DQA2|HLA-DMB|HLA-F|PTPRN|CD86|ICA1	PRAD
KEGG	KEGG_TYROSINE_METABOLISM	0.440639269	0.758878742	0.093444922	0.368932574	1.008339517	19	TPO|MAOA|GSTZ1|ALDH3B1|GOT2|GOT1|LCMT2	PRAD
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.001215519	0.032928031	0.455059867	-0.456588527	-1.702249834	90	FOS|JUN|NFKBIA|CD8B|CD3E|CD28|CD3G|PDCD1|CD3D|CD8A|PTPRC|NCK2|VAV3|LCK|ITK|NFAT5|CD247|SOS1|DLG1|CD4|LCP2|NFKBIE|PIK3CB|RASGRP1|CDC42|IKBKG	PRAD
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.121993127	0.428126824	0.165656695	-0.318000384	-1.236523206	123	SOCS3|UBE2B|UBE4A|UBE2H|CDC34|UBE2L3|UBE2D3|UBE2L6|UBE2K|SYVN1|UBE2R2|BIRC2|RBX1|UBE2D1|CDC16|UBE2Q2|UBE2O|SKP1|UBE2D2|UBE2M|MGRN1|UBE3B|CDC26|UBE2G1|CUL3|PIAS4|FBXW7|TRIM37|UBE2J1|CDC20|CUL4B|NEDD4L|BRCA1|UBA2|FANCL|UBE2S|MDM2	PRAD
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.64628821	0.871084109	0.070450085	0.40391109	0.836161373	7	VARS2|BCAT2|BCAT1|PDHA1|PDHB	PRAD
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.540603248	0.856982599	0.082896213	0.289155917	0.939006028	38	ALDH7A1|ALDH1B1|ALDH3A2|ACAA2|ACADS|ECHS1|ACAT1|ALDH6A1|IVD|HSD17B10|BCAT2|BCAT1|ABAT|MCEE|ALDH9A1	PRAD
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.089834515	0.343881106	0.23112671	0.359994367	1.305269037	71	RAMP2|NPR1|RAMP3|GNA11|ADCY4|CALCRL|PRKCE|MYH11|KCNMB4|MAPK3|PLCB3|PPP1CA|ARHGEF11|PLCB1|ADCY6|PLCB2	PRAD
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.288194444	0.616139847	0.102449406	-0.36440845	-1.12515053	36	CREB5|VAMP2|DCTN4|AQP3|PRKACB|RAB11A|ARHGDIB|CREB3L2	PRAD
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.677725118	0.881516588	0.072179797	0.254996624	0.887252152	56	NOS3|MAPK12|MAPK11|KDR|SHC2|PIK3CG|PLCG2|PXN|MAPK3|NFATC1|HRAS|CASP9|AKT2|NFATC2|MAPK13|SPHK2|MAPKAPK3|PIK3CD|AKT1	PRAD
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.499121265	0.833169453	0.072535186	-0.311700737	-0.983035849	40	ERO1A|KCNQ1|PRKACB|ATP6V0B|TCIRG1|PDIA4|ATP6AP1|ADCY3|ATP6V0A1|SEC61G|ATP6V1D|PRKCA|GNAS|ATP6V1C1|KDELR1|ATP6V1E1|ATP6V1B2	PRAD
KEGG	KEGG_VIRAL_MYOCARDITIS	0.13059034	0.441632786	0.163180127	-0.386828056	-1.268610312	49	ICAM1|CD28|HLA-G|CD55|HLA-DQA2|HLA-DMB|HLA-F|CASP3|ITGB2|CD86	PRAD
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.333333333	0.668454466	0.093444922	-0.279885863	-1.055095065	99	JUN|LEF1|TCF7|MAPK10|FOSL1|FZD5|PORCN|TBL1X|PRKACB|MYC|WNT11|NFAT5|RBX1|CAMK2D|PPP2R5B|SKP1|TBL1XR1|PPP3CC|VANGL1|DVL3|SMAD2	PRAD
KEGG	KEGG_ABC_TRANSPORTERS	0.246621622	0.537934313	0.110564716	-0.399102902	-1.167591717	24	ABCB8|ABCA1|ABCD4|ABCG2|ABCD2|TAP1|ABCC10|ABCA13|ABCG1|ABCD3	READ
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.678807947	0.858899851	0.05479395	-0.256143125	-0.875624092	53	LEF1|TCF7|PIM2|MYC	READ
KEGG	KEGG_ADHERENS_JUNCTION	0.002309409	0.019525003	0.431707696	0.444997866	1.698762873	62	TJP1|VCL|NECTIN1|ACTB|WASF3|ERBB2|IGF1R|ACTN1|PTPRJ|ACTG1|SRC|TCF7L1|PTPRB|BAIAP2|ACTN4|SSX2IP|SORBS1|CTNNA1|CTNND1|PTPRM|RHOA|PTPRF|RAC1|MAPK3|FYN|PARD3|SMAD2|CTNNB1|CSNK2B|AFDN|INSR	READ
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.731871838	0.89743875	0.052163031	-0.251693143	-0.849784499	51	TNFRSF1B|NFKBIA|SOCS3	READ
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.244541485	0.537934313	0.128788713	0.429481527	1.164620713	15	ABAT|ASS1	READ
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.209756098	0.523258905	0.149207542	0.396053511	1.202466748	24	PIK3CG|SLC9A3R2|PRKCB|ATP1B1|KRAS|PRKCA|PIK3CB|MAPK3|INSR|ATP1A1|MAPK1	READ
KEGG	KEGG_ALLOGRAFT_REJECTION	0.512690355	0.741808962	0.069283647	-0.325369035	-0.961489759	25	FAS|HLA-DMB|HLA-DQA2|CD86|HLA-DRA|HLA-DMA|HLA-DOA	READ
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.05720339	0.24181433	0.276500599	0.712587149	1.473386609	6	PLA2G12A|ACOX1|FADS2|PLA2G6|ACOX3	READ
KEGG	KEGG_ALZHEIMERS_DISEASE	0.018235772	0.110468651	0.352487858	0.323553359	1.374484972	126	COX7A1|LPL|ATP2A2|APP|CACNA1F|ATP2A3|CASP9|ITPR1|ADAM10|NDUFA4|PPP3R1|CALM3|BAD|TNF|CAPN1|UQCRHL|ITPR2|NDUFC1|GRIN2D|ERN1|MT-CO3|GAPDH|CALM1|UQCRH|PLCB3|MT-CYB|COX6A1|FADD|MAPK3|GNAQ|SNCA|MT-CO2|CAPN2|SDHA|BACE1|UQCR10|MT-ATP6|MT-ATP8|MAPK1|CYCS|NDUFS2|COX6B1|PLCB4|APAF1|LRP1	READ
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.449912127	0.741808962	0.077884011	-0.378408709	-1.026656476	19	YARS2|IARS2|MARS2|WARS2|VARS2|LARS2|HARS2|FARSB|CARS2|EARS2	READ
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.459459459	0.741808962	0.095287985	0.29537188	0.991653143	36	PGM1|CYB5R3|CYB5R1|GPI|HK1|HK3|NPL|PGM3|HEXA|UGP2|FPGT|GMPPB|GNPDA2|GALK2|UGDH	READ
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.828282828	0.951371989	0.046415496	-0.237624409	-0.769912567	40	TNFRSF1B|BCL2|NEFL	READ
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.054908486	0.237511125	0.248911114	-0.399955031	-1.370877815	54	CD8B|CD8A|HSPA5|CTSL|HLA-DMB|HLA-DQA2|CTSS|CD74|TAP1|HLA-DRA|HLA-DMA|HLA-DOA|HSPA8|HLA-DPA1|NFYA|PSME2|HSPA1B|PSME1|HLA-DRB1	READ
KEGG	KEGG_APOPTOSIS	0.756888169	0.907848497	0.04879897	-0.235868049	-0.858662905	77	IL1RAP|FAS|NFKBIA|BCL2|CSF2RB|TNFSF10|NTRK1|IL1B|TNFRSF10C	READ
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.314634146	0.642955907	0.118815039	0.366285691	1.112088016	24	PTGIS|ALOX15|ALOX12|PTGS1|PLA2G12A|AKR1C3|GPX1|GPX3|LTC4S	READ
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.593137255	0.782399093	0.080858915	0.275748908	0.919580577	35	ASS1|MAOB|PYCR2|NOS3|GAMT|ODC1|SAT1|NAGS|GATM	READ
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.001479083	0.015283856	0.455059867	0.516592235	1.799604364	42	ITGA2B|ITGB3|ITGB5|ATP2A2|CACNA1F|ACTB|RYR2|PKP2|ACTN1|ITGB1|ACTG1|LMNA|ITGA6|DAG1|TCF7L1|CACNB1|ITGA2|EMD|ITGA9|ACTN4|CTNNA1|CACNB3|DMD|ITGAV	READ
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.398523985	0.708446482	0.087051587	-0.513099271	-1.074899659	7	UGT2B28|ALDH2	READ
KEGG	KEGG_ASTHMA	0.430147059	0.734012412	0.082664645	-0.413744857	-1.043600192	15	HLA-DMB|HLA-DQA2|HLA-DRA|HLA-DMA|HLA-DOA|HLA-DPA1	READ
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.47715736	0.741808962	0.072893856	-0.331025226	-0.978204223	25	FAS|HLA-DMB|HLA-DQA2|CD86|HLA-DRA|HLA-DMA|HLA-DOA	READ
KEGG	KEGG_AXON_GUIDANCE	0.021400698	0.112161264	0.352487858	0.378055822	1.48148655	73	EPHA2|GNAI1|NRP1|PLXNB3|CXCL12|SEMA4D|ABLIM3|SEMA3D|SEMA6C|SEMA4F|ITGB1|EFNB1|PPP3R1|LIMK1|NFATC1|ROBO1|CFL1|NCK2|RHOA|KRAS|PLXNB2|DPYSL2|RAC1|ROCK2|MAPK3|ARHGEF12|FYN	READ
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.205217391	0.523258905	0.125033368	-0.42032832	-1.206230042	23	LEF1|TCF7|FZD5|AXIN2	READ
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.87091222	0.96086442	0.045134422	-0.23875678	-0.724396457	29	TBP|TAF12|GTF2B|TAF4B|TAF5|TAF7|TAF9B|GTF2H2|GTF2H3|GTF2F1|GTF2H1|GTF2E2	READ
KEGG	KEGG_BASE_EXCISION_REPAIR	0.998287671	1	0.038637237	-0.154458456	-0.477642663	32	MUTYH|NEIL2|POLD2|APEX1|NEIL3|POLE4|MPG|POLL|LIG1|SMUG1|PCNA|POLB|TDG|PARP4|PARP3|POLE|PARP2|POLE2|POLD1|POLD3|XRCC1|POLD4|LIG3|UNG|FEN1|PARP1|MBD4|HMGB1|APEX2|NTHL1|OGG1|POLE3	READ
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.4291939	0.734012412	0.092259726	0.381171757	1.017593182	14	ABAT|DPYD	READ
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.867491166	0.96086442	0.046508405	-0.273017092	-0.716698777	17	HACD2|YOD1|ACOT2	READ
KEGG	KEGG_BLADDER_CANCER	0.067453626	0.272747269	0.224966094	-0.440534664	-1.404826569	37	CXCL8|VEGFA|CDH1|MYC|E2F1	READ
KEGG	KEGG_BUTANOATE_METABOLISM	0.955503513	1	0.055021112	0.206673722	0.617038628	22	ABAT|HMGCL|HADH|ACAT1|ALDH7A1|ALDH9A1|PDHA1|OXCT1	READ
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.108589951	0.348236741	0.170932335	-0.357024731	-1.2722659	69	JUN|FOS|IFITM1|NFKBIA|CD79A|CD19|LILRB3|MALT1|CD22|NFKBIE|FCGR2B|CD79B|CR2|PPP3CC	READ
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.000883058	0.010949919	0.477270815	0.426060764	1.722515067	84	TNNC2|ATP2A2|SLC8A3|P2RX1|CACNA1F|ATP2A3|RYR2|ERBB2|ITPR1|AVPR1A|GNAS|GNA15|PPP3R1|CALM3|ADCY3|TBXA2R|NOS3|RYR1|PRKCB|GNA11|ITPR2|ADRB2|PLCD3|GRIN2D|SPHK1|PHKB|MYLK|SLC25A4|CALM1|PLCB3|PRKCA|HTR2A|ADORA2B|F2R|PLCD4|GNAQ	READ
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.001057486	0.011745611	0.455059867	0.519105701	1.832275708	45	COX7A1|TPM4|ATP2A2|SLC9A1|CACNA1F|RYR2|TPM2|TPM1|CACNB1|TPM3|UQCRHL|CACNB3|ATP1B1|MT-CO3|UQCRH|MT-CYB|COX6A1|MT-CO2|UQCR10|ATP1A1|COX6B1	READ
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.039252954	0.178074379	0.321775918	-0.394593569	-1.410023007	71	ICAM1|CD8B|PDCD1|CDH1|CD8A|SELL|VCAN|HLA-DMB|MPZL1|CD274|HLA-DQA2|ITGB7|CD86|CD2|CD6|SELPLG|NLGN1|PTPRC|ICAM3	READ
KEGG	KEGG_CELL_CYCLE	0.604651163	0.786469345	0.057125851	-0.240119111	-0.935421306	114	GADD45B|CCNE1|MYC|E2F1|CDC26|TFDP1|CDKN1B|CCNB2|ANAPC10|CDC25B|MAD2L1|E2F2|FZR1|CDKN2B|ORC3|CDC25C|CDK4|E2F5|CCNB1|CCNE2|BUB3|DBF4|TFDP2|ZBTB17|ATM|GADD45G|PLK1|CCND2|CCNH|PTTG1|SKP2|CDC14A	READ
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.5	0.741808962	0.066742613	-0.249124597	-0.982321137	131	CXCL8|CXCR4|CCR7|NFKBIA|CXCR1|CXCL1|CCR1|ITK|CXCR2|PRKCZ|CCL3L3|STAT1|ADCY9|FOXO3|CXCL16|CXCL10|SHC2|ADCY5	READ
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.561038961	0.76123068	0.087051587	0.2466121	0.952462559	67	PIK3CG|TGFB2|MECOM|TGFB1|BAD|CCND1|IKBKG|GRB2|STAT5B|KRAS|BCR|PIK3CB|RAF1|ARAF|MAPK3|AKT2|CRKL|AKT1|SHC1|CDK6|MAPK1|TGFBR2|CBL|CHUK|HDAC1|CDKN1A|MAP2K1|PTPN11	READ
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.012954331	0.092673294	0.380730401	-0.716852624	-1.666493413	11	PER1|BHLHE40|NR1D1|BHLHE41	READ
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.982905983	1	0.039275857	-0.189538497	-0.571021419	27	SDHD|SUCLG2|PC	READ
KEGG	KEGG_COLORECTAL_CANCER	0.162790698	0.473110465	0.138805109	-0.351537664	-1.216095673	57	JUN|FOS|LEF1|TCF7|MYC|BCL2|AXIN2|TGFBR1	READ
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.107692308	0.348236741	0.176694269	-0.44820633	-1.359392828	28	PLAUR|PLAU|C5AR1|CFD|SERPINA1|F5	READ
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.964871194	1	0.054568065	0.195037543	0.591447064	23	MPST|ADI1|MTR|DNMT3B|DNMT1|MAT2A|APIP|AHCYL1	READ
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	2.62E-07	8.14E-06	0.67496286	-0.535048374	-2.073299725	112	CXCL8|OSM|TNFRSF25|CXCR4|IL1R2|IL1RAP|VEGFA|CCR7|FAS|TNFRSF1B|TNFSF8|IL7R|CSF3R|CXCR1|CXCL1|CD27|TNFRSF13C|IL2RG|TNFSF14|TNFRSF13B|CCR1|RELT|LTB|CXCR2|IL15|IL13RA1|IFNGR2|CCL3L3|IL4R|CSF2RB|IFNAR1|TNFSF10|TGFBR1|IL12RB1|IL1B|TNFRSF10C|CXCL16|CXCL10|IL10RA|IL15RA|LTBR|CSF1|IL21R|TNFSF13B|TNFRSF1A	READ
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.211055276	0.523258905	0.120433372	-0.369081933	-1.189940063	38	NFKBIA|IL1B|AIM2|ZBP1|CXCL10|POLR1C|IRF3|DDX58|POLR3D|NFKBIB|CASP1|IRF7|RELA|IKBKE|RIPK3|POLR3G|POLR3C	READ
KEGG	KEGG_DILATED_CARDIOMYOPATHY	3.35E-07	8.90E-06	0.67496286	0.64703055	2.301541967	46	ITGA2B|ITGB3|ITGB5|TPM4|ATP2A2|CACNA1F|ACTB|RYR2|TPM2|TPM1|ITGB1|ACTG1|LMNA|GNAS|TGFB2|ITGA6|TGFB1|DAG1|CACNB1|ADCY3|TNF|TPM3|ITGA2|EMD|ITGA9|CACNB3|ADCY6|DMD|ITGAV	READ
KEGG	KEGG_DNA_REPLICATION	0.826599327	0.951371989	0.046508405	-0.246491083	-0.777676105	35	RFC4|RNASEH1|SSBP1|POLD2|RPA3|RNASEH2B|RPA2|POLE4|RFC3|MCM2|LIG1|PCNA|MCM5	READ
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.597315436	0.782399093	0.075694631	0.329261201	0.902791308	16	NOTCH4|GRB2|KRAS|SPIRE1|MAPK3|PIWIL4|MAPK1	READ
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.017794119	0.110468651	0.352487858	0.556750194	1.619484684	20	GSTA1|FMO2|GSTM1|MAOB|GSTM4|FMO5|GSTM2|GSTO1	READ
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.513181019	0.741808962	0.07113274	-0.348651495	-0.975524596	21	CES1|UGT2B28|UCKL1|UPP1|TPMT|IMPDH2|CDA	READ
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	1.31E-06	2.44E-05	0.643551836	0.630854095	2.226711501	45	COL4A2|LAMB2|SDC4|COL4A1|VWF|GP5|COL1A1|HSPG2|COL6A3|THBS1|ITGA2B|ITGB3|ITGB5|LAMB1|LAMA4|GP6|GP1BA|ITGB1|ITGA6|CD36|DAG1|GP9|TNXB|ITGA2|ITGA9|COL1A2	READ
KEGG	KEGG_ENDOCYTOSIS	0.002270586	0.019525003	0.431707696	0.331814546	1.443043875	155	DNM1|ASAP3|EHD3|HLA-E|PSD3|EHD2|HLA-A|GRK5|HLA-C|IGF1R|RUFY1|EGF|KDR|RET|CLTCL1|SRC|HLA-B|PARD6G|HLA-G|PARD6A|RAB11B|ASAP2|EHD1|LDLRAP1|ADRB2|PIP4K2B|FLT1|DNM1L|AP2S1|CHMP6|VPS37C|DNM3|WWP1|RAB5B|AP2M1|CLTC|F2R|GIT1|VPS37B|ARRB1|PARD3|RAB22A|RAB5C|VPS4A|RAB11FIP3|IQSEC2|VPS28|GRK3|RAB4A|AGAP1	READ
KEGG	KEGG_ENDOMETRIAL_CANCER	0.564784053	0.76123068	0.063642408	-0.28361934	-0.944045498	46	LEF1|TCF7|CDH1|MYC|AXIN2	READ
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.121464226	0.38292112	0.163180127	-0.364389682	-1.248974739	54	CXCL8|JUN|NFKBIA|CXCR1|CXCL1|CXCR2	READ
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.314424635	0.642955907	0.093145458	-0.303074163	-1.077132563	67	AREG|JUN|NRG1|MYC	READ
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.318021201	0.642955907	0.097544922	-0.427891019	-1.123259233	17	CHPT1|LPCAT2|PLA2G7|PAFAH1B3|LPCAT4|LPCAT1|PLD2	READ
KEGG	KEGG_FATTY_ACID_METABOLISM	0.833729216	0.951371989	0.062112419	0.241239231	0.775817204	29	ACSL4|ACADVL|CPT1A|ACOX1|HADH|ACAA2|ACAT1|ADH5|ALDH7A1|ALDH9A1|ACOX3	READ
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.022914667	0.112161264	0.352487858	0.400901168	1.485812178	55	MAPK12|PIK3CG|PLA2G12A|TNF|PRKCB|SYK|BTK|GRB2|KRAS|FCER1G|RAC1|PRKCA|PIK3CB|RAF1|MAPK3|AKT2|FYN|AKT1|LYN|MAPK1	READ
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.005885463	0.043787842	0.407017919	0.375980653	1.513618818	83	DNM1|GSN|ASAP3|PLPP3|ARPC4|PIK3CG|WASF3|MYO10|LIMK1|ASAP2|PRKCB|CFL1|SYK|PIP4K2B|DNM1L|SPHK1|DNM3|RAC1|PRKCA|ARPC5|PIK3CB|RAF1|MAPK3|AKT2|CRKL|ARPC1B|AKT1|PLPP1|LYN	READ
KEGG	KEGG_FOCAL_ADHESION	3.79E-08	1.76E-06	0.719512826	0.492768685	2.125565184	137	COL4A2|LAMB2|COL4A1|VWF|MYL9|COL1A1|COL6A3|THBS1|ITGA2B|ITGB3|ITGB5|LAMB1|LAMA4|FLNA|VCL|ZYX|PARVA|TLN1|PIK3CG|ACTB|DIAPH1|ERBB2|IGF1R|ACTN1|ITGB1|EGF|ACTG1|KDR|ITGA6|SRC|PARVB|FLNB|TNXB|BCAR1|CCND3|BAD|ITGA2|PRKCB|ITGA9|PDGFA|CCND1|ACTN4|COL1A2|VEGFC|FLT1|GRB2|RHOA|FLNC|PDGFB|ARHGAP35|MYLK|ITGAV|RAC1|ROCK2|PRKCA|PIK3CB|RAF1|MAPK3|AKT2|ITGB4|FYN|CRKL|CAPN2|AKT1|CTNNB1|SHC1	READ
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.394833948	0.708446482	0.087569712	-0.518021299	-1.085210892	7	ALPL	READ
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.398081535	0.708446482	0.102449406	0.326657252	1.039490858	28	PFKM|ALDOA|PFKP|HK1|HK3|MTMR2|TPI1|AKR1B1|PFKL	READ
KEGG	KEGG_GALACTOSE_METABOLISM	0.344110855	0.665691262	0.109250039	0.36526111	1.078989448	21	PGM1|PFKM|B4GALT2|PFKP|HK1|GANC|HK3|AKR1B1|PFKL	READ
KEGG	KEGG_GAP_JUNCTION	0.000525727	0.006984663	0.477270815	0.474775796	1.812439017	62	TJP1|TUBB6|GNAI1|TUBB4B|ITPR1|EGF|GNAS|SRC|TUBB1|TUBB|TUBA1C|ADCY3|TUBA1B|PRKCB|PDGFA|GNA11|PRKG2|ITPR2|ADCY6|GRB2|PDGFB|KRAS|PLCB3|PRKCA|HTR2A|PRKG1|RAF1|MAPK3|GNAQ|TUBA4A	READ
KEGG	KEGG_GLIOMA	0.017487971	0.110468651	0.352487858	0.420245988	1.548639783	50	PIK3CG|IGF1R|EGF|CALM3|PRKCB|PDGFA|CCND1|GRB2|PDGFB|KRAS|CALM1|PRKCA|PIK3CB|RAF1|ARAF|MAPK3|AKT2|AKT1|SHC1|CDK6|CAMK2G|MAPK1	READ
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.2997543	0.633571588	0.12267919	0.328906178	1.104237969	36	GSTA1|GSTM1|G6PD|GSTM4|GPX1|ODC1|GPX3|PGD|IDH1|GSTM2|GSTO1|IDH2|GSS|GPX7|GSTM3|GCLM|GSTK1	READ
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.178484108	0.495493194	0.163180127	0.353742102	1.198943496	37	MGLL|PLPP3|CEL|AGPAT1|LPL|LIPC|DGKG|DGKH|DGKQ|DGKZ|AKR1B1|PLPP1|TKFC	READ
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.478476821	0.741808962	0.071652737	-0.290753296	-0.993938801	53	ACHE|CHPT1|MBOAT7|ADPRM|LPCAT2	READ
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.472663139	0.741808962	0.075501529	-0.374358957	-1.005412343	18	ALAS2|SARDH	READ
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.041640276	0.184406939	0.321775918	0.421237929	1.447317783	40	ENO2|PGM1|PKM|PFKM|ALDOA|GALM|GPI|PFKP|HK1|HK3|PGK1|GAPDH|TPI1	READ
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.333922261	0.660739794	0.094664622	-0.423694695	-1.112243438	17	CHST11|CHST15|B4GALT7|CHST7|B3GALT6	READ
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.347161572	0.665691262	0.105125132	0.39187054	1.062631379	15	XYLT2|B3GAT1|NDST1|GLCE|EXT2|HS2ST1|NDST3|HS3ST3B1|B3GAT3	READ
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.228813559	0.535738255	0.131457612	0.532184183	1.233436431	9	ST3GAL3|FUT8|B4GALT2|CHST2	READ
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.735135135	0.89743875	0.055021112	-0.318689556	-0.819423447	16	GALNS|HEXB|SGSH	READ
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.508226691	0.741808962	0.073621274	-0.429388518	-0.981902886	10	HEXB|ST6GALNAC4	READ
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.947663551	1	0.045044277	-0.267086459	-0.569831264	8	HEXB|GBGT1|ST3GAL2	READ
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.74291939	0.89743875	0.063500797	0.318582206	0.788555553	11	ST3GAL3|B4GALT2|ST3GAL6|FUT7	READ
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.741652021	0.89743875	0.053457214	-0.305034159	-0.827584798	19	PIGA|PIGU|PIGT|PIGP|PIGC|PIGV	READ
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.979955457	1	0.051530912	0.191160714	0.496183013	13	MTHFD2|MTHFD1L|ACO1|MDH2|MTHFD2L|GLYCTK|GRHPR	READ
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.082843048	0.296323212	0.287805131	0.348791129	1.340108977	66	CACNA1F|MAPK12|ITPR1|GNAS|SRC|CALM3|ADCY3|PLA2G12A|PRKCB|GNA11|ITPR2|ADCY6|GRB2|KRAS|CALM1|PLCB3|ATF4|PRKCA|RAF1|MAPK3|GNAQ	READ
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.340101523	0.665691262	0.091107313	-0.367906599	-1.087191431	25	FAS|HLA-DMB|HLA-DQA2|CD86|IL1B|HLA-DRA|HLA-DMA|HLA-DOA	READ
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.174712644	0.492371996	0.159646702	0.436866955	1.242679888	18	BMP8B|WNT11|SMO|FBXW11|BMP6|CSNK1A1|PRKACA|GSK3B|PRKACB	READ
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.000312201	0.004466881	0.498493109	-0.523285952	-1.829176445	62	IL1R2|CD8B|CD3E|CD7|CD3D|IL7R|CD8A|CSF3R|CD5|CD3G|CD19|FCGR1A|MS4A1|ANPEP|CD2|CD44|TFRC|IL4R|ITGA4|CD38|IL1B|GYPA|MME|CD14|HLA-DRA|CD22|CSF1	READ
KEGG	KEGG_HISTIDINE_METABOLISM	0.487632509	0.741808962	0.073990144	-0.374820492	-0.983943481	17	ALDH2|HEMK1|METTL2B|TRMT11|METTL6|HNMT|LCMT2|HAL|BUD23|LCMT1|ALDH3A2|ALDH1B1	READ
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.959578207	1	0.041655677	-0.216014198	-0.604406308	21	SSBP1|POLD2|RAD51D|BRCA2|RPA3|RPA2|NBN	READ
KEGG	KEGG_HUNTINGTONS_DISEASE	0.020485986	0.112161264	0.352487858	0.32538322	1.407115038	139	COX7A1|PPARG|BDNF|DLG4|CASP9|ITPR1|CLTCL1|NDUFA4|POLR2G|DNAH2|CREB3L4|UQCRHL|GPX1|NDUFC1|AP2S1|SLC25A4|HTT|MT-CO3|DCTN1|UQCRH|POLR2E|DCTN2|PLCB3|MT-CYB|AP2M1|COX6A1|CLTC|DNAL1|GNAQ|MT-CO2|TGM2|SDHA|UQCR10|NRF1|MT-ATP6|MT-ATP8|CYCS|NDUFS2|DNAL4|COX6B1|CLTB|PLCB4|POLR2B|APAF1	READ
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	2.18E-07	8.11E-06	0.690132459	0.6610751	2.31741982	43	ITGA2B|ITGB3|ITGB5|TPM4|ATP2A2|CACNA1F|ACTB|RYR2|TPM2|TPM1|ITGB1|ACTG1|LMNA|TGFB2|ITGA6|TGFB1|ACE|DAG1|CACNB1|TNF|TPM3|ITGA2|EMD|ITGA9|CACNB3|DMD|ITGAV	READ
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.307317073	0.642258153	0.120433372	0.295275661	1.073596476	48	PIK3CG|OCRL|IMPA2|PIP4K2B|PLCD3|PI4KA|PLCB3|TPI1|PIK3CB|PLCD4|INPP1|INPPL1|PLCB4|INPP4B|INPP5K|PIK3C2A|CDIPT|PIP4K2A|PIP5K1C|PLCB1|PIKFYVE|PIK3CA|INPP5A|INPP5B	READ
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.524861878	0.750956226	0.094356364	0.234633993	0.974201937	111	PRKAR2B|PYGB|PIK3CG|PRKAR1B|CALM3|BAD|HK1|SORBS1|PDE3A|GRB2|PRKAR1A|PTPRF|PHKB|KRAS|HK3|ACACA|CALM1|PIK3CB|RAF1|ARAF|MAPK3|AKT2|CRKL|AKT1|PHKG1|SHC1|TRIP10|EIF4E|INSR|MAPK1|CBL|SOCS1|PRKACA|INPP5K|PRKAA1|PYGL|MKNK1|GSK3B|SOCS2|MAP2K1	READ
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.001073524	0.011745611	0.455059867	-0.630739807	-1.900225785	27	CXCR4|TNFRSF13C|TNFRSF13B|HLA-DMB|HLA-DQA2|ITGB7|CD86|IL15|ITGA4|HLA-DRA|IL15RA|LTBR|HLA-DMA|TNFSF13B|HLA-DOA	READ
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.081300813	0.296323212	0.199915231	-0.359522724	-1.311686688	81	OSM|IL7R|CSF3R|SOCS3|IL2RG|MYC|IL15|IL13RA1|IFNGR2|IL4R|CSF2RB|IFNAR1|STAT1|IL12RB1	READ
KEGG	KEGG_LEISHMANIA_INFECTION	0.001985109	0.018461511	0.431707696	-0.49804159	-1.740119708	60	PTGS2|JUN|FOS|NFKBIA|FCGR1A|HLA-DMB|HLA-DQA2|FCGR3B|IFNGR2|CYBA|TLR2|ITGA4|STAT1|IL1B|ITGB2|HLA-DRA|HLA-DMA|HLA-DOA|ELK1|CR1|HLA-DPA1	READ
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.003517809	0.028448372	0.431707696	0.408409923	1.626479266	80	VCAM1|MYL9|JAM2|CDH5|GNAI1|JAM3|VCL|CXCL12|MAPK12|PIK3CG|ACTB|CLDN5|ACTN1|ITGB1|ACTG1|RAPGEF4|PECAM1|RAPGEF3|BCAR1|ESAM|CD99|PRKCB|ACTN4|CTNNA1|CTNND1|RHOA|MSN|ARHGAP35|RAC1|ROCK2|PRKCA|PIK3CB	READ
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.403738318	0.708446482	0.087051587	-0.502842539	-1.072818895	8	YOD1|ALDH2|HADHA|ALDH3A2|ALDH1B1|ECHS1	READ
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.076923077	0.291993721	0.234392647	0.785656672	1.42621381	4	ALOX15|PLA2G12A|PLA2G6	READ
KEGG	KEGG_LONG_TERM_DEPRESSION	7.42E-06	0.00012555	0.610526878	0.628508469	2.187224454	41	GNAZ|GNAI1|GNA12|ITPR1|IGF1R|GNAS|PLA2G12A|RYR1|PRKCB|GNA11|GNAO1|PRKG2|ITPR2|KRAS|PLCB3|PRKCA|PPP2CB|PRKG1|RAF1|ARAF|MAPK3|GNAQ|GNA13|LYN|MAPK1|PLCB4|PLA2G6|PPP2R1B|MAP2K1|GNAI2	READ
KEGG	KEGG_LONG_TERM_POTENTIATION	0.022806105	0.112161264	0.352487858	0.426203483	1.549638587	48	ITPR1|PPP3R1|CALM3|RAPGEF3|RPS6KA2|PRKCB|ITPR2|GRIN2D|KRAS|CALM1|PLCB3|ATF4|PRKCA|RAF1|ARAF|MAPK3|GNAQ|CAMK2G|MAPK1|PLCB4|PRKACA	READ
KEGG	KEGG_LYSINE_DEGRADATION	1	1	0.055021112	0.111000508	0.381383057	40	PLOD1|AASS|PIPOX|PLOD2|HADH|OGDH|TMLHE|ACAT1|SUV39H1|SETDB1|ALDH7A1|ALDH9A1|NSD2	READ
KEGG	KEGG_LYSOSOME	0.29468599	0.630018324	0.096562955	-0.28566657	-1.090161257	104	CTSF|MCOLN1|SLC11A1|CTSL|GM2A|GAA|GALNS|CTSO|CTSS|CTSH|HEXB|SGSH|DNASE2|LAPTM4A|PPT1|NEU1|LAPTM5|TCIRG1|CTSZ|SCARB2|ACP5|IGF2R	READ
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.079646018	0.296283186	0.19189224	-0.297397004	-1.233242827	185	JUN|IL1R2|DDIT3|FOS|DUSP1|GADD45B|FAS|DUSP2|DUSP4|MYC|RASGRP1|DUSP10|JUND|RELB|DUSP8|MKNK2|TGFBR1|NTRK1|IL1B|CDC25B|FGFR1|MAPK7|MAP3K12|CD14|ECSIT|NR4A1|MAP3K20|DUSP16|MAP3K8|TNFRSF1A|ARRB2|NFKB2|ELK1|MRAS	READ
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.923868313	1	0.050600424	0.388725359	0.596982396	2	HHEX|HES1	READ
KEGG	KEGG_MELANOGENESIS	0.13681592	0.424129353	0.190023305	0.334282681	1.248972036	56	GNAI1|GNAS|CALM3|TCF7L1|ADCY3|POMC|FZD2|CREB3L4|PRKCB|GNAO1|WNT11|ADCY6|KRAS|CALM1|PLCB3|PRKCA|FZD1|RAF1|MAPK3|GNAQ|CTNNB1|CAMK2G|MAPK1|PLCB4|PRKACA	READ
KEGG	KEGG_MELANOMA	0.147420147	0.442260442	0.181383128	0.342500861	1.20064768	43	FGF2|PIK3CG|IGF1R|EGF|BAD|PDGFA|CCND1|PDGFB|KRAS|PIK3CB|RAF1|ARAF|MAPK3|AKT2|AKT1|FGF13|CDK6|MAPK1	READ
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.073903002	0.286374134	0.252961123	0.486117979	1.414028462	20	GSTA1|GSTM1|AKR1C1|GSTM4|EPHX1|AKR1C3|GSTM2|GSTO1	READ
KEGG	KEGG_MISMATCH_REPAIR	0.48	0.741808962	0.073990144	-0.348807886	-0.991912464	22	RFC4|SSBP1|POLD2|EXO1|RPA3|RPA2|MSH3	READ
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.444630872	0.741808962	0.076083716	-0.306156105	-1.001688773	42	DDIT4|VEGFA|RPS6|MLST8|STK11|EIF4B|PIK3R5|EIF4EBP1	READ
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.709003215	0.888751094	0.051426492	-0.236583559	-0.876124499	87	ICAM1|FAS|FCGR3B|LCK|IFNGR2|CD48|IFNAR1|TNFSF10|TNFRSF10C|CD247|TYROBP|ITGB2|MICB|SHC2|PPP3CC|NCR3|PLCG1	READ
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.07073955	0.279948006	0.213927855	-0.390496958	-1.380274154	65	C5AR1|FPR1|FPR2|P2RY8|TRHR|P2RY13|CNR2|LPAR3|P2RX4|VIPR1|LTB4R|PTGER4|LPAR6|VIPR2|C3AR1|S1PR1|CYSLTR1|GABBR1|S1PR4|GRID1|HRH2|PTAFR|LPAR2	READ
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.711956522	0.888751094	0.076674687	0.218893217	0.908964161	107	SORT1|MAPK12|PIK3CG|BDNF|MAPKAPK2|CALM3|YWHAG|YWHAH|RPS6KA2|BAD|KIDINS220|GRB2|RHOA|SH2B3|KRAS|CSK|YWHAQ|CALM1|RAC1|ATF4|PIK3CB|RAF1|MAPK3|AKT2|YWHAZ|CRKL|AKT1|IRAK4|SHC1|CAMK2G|YWHAE|MAPK1|MAP3K5	READ
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.104779412	0.348017332	0.186432558	-0.541888987	-1.366821707	15	NAMPT|BST1|NT5E|CD38	READ
KEGG	KEGG_NITROGEN_METABOLISM	0.228360958	0.535738255	0.121543282	-0.517189707	-1.202329755	11	CA4|CA1	READ
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.021532496	0.112161264	0.352487858	-0.443338465	-1.519578001	54	CXCL8|TNFAIP3|NFKBIA|CXCL1|RIPK2|NLRP3|IL1B|NAIP|NOD2|BIRC3	READ
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.930530165	1	0.044864511	-0.255643451	-0.584591883	10	POLM	READ
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.200980392	0.523258905	0.153158809	0.322711641	1.165000609	47	PIK3CG|CASP9|ERBB2|EGF|BAD|PRKCB|CCND1|GRB2|KRAS|PRKCA|PIK3CB|RAF1|ARAF|MAPK3|AKT2|AKT1|CDK6|MAPK1	READ
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.825980392	0.951371989	0.064070375	0.235208248	0.808144415	40	NOTCH4|JAG2|DTX4|RBPJ|RFNG|MAML3|PTCRA	READ
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.514480409	0.741808962	0.069448144	-0.296289424	-0.959915773	41	RAD23A|RFC4|ERCC4|POLD2|CUL4A|RPA3|CCNH|RPA2|ERCC8|GTF2H2|POLE4|GTF2H3|RFC3|XPC|GTF2H1|RBX1|LIG1|CDK7|PCNA	READ
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.154216867	0.455306942	0.175204048	0.34955666	1.216465509	41	ALG10B|MGAT4B|MAN2A2|RPN2|FUT8|ALG10|B4GALT2|MAN1A1|GANAB|ST6GAL1|ALG1|MGAT5	READ
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.230425056	0.535738255	0.135002034	0.429771269	1.178376816	16	CALM3|OR2L13|ADCY3|PRKG2|CALM1|PRKG1|GRK3|CAMK2G|PRKACA	READ
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.830065359	0.951371989	0.058221624	0.280581871	0.749053922	14	TYMS|MTHFD2|MTR|MTHFD1L|MTHFR	READ
KEGG	KEGG_OOCYTE_MEIOSIS	0.42746114	0.734012412	0.102821843	0.251989449	1.01921217	86	MAPK12|ANAPC5|ITPR1|IGF1R|PPP3R1|CALM3|YWHAG|YWHAH|RPS6KA2|CDK2|ADCY3|ITPR2|ADCY6|YWHAQ|CALM1|BUB1|PPP2CB|MAPK3|ANAPC7|YWHAZ|FBXW11|CDC23|SKP1|CAMK2G|YWHAE|MAPK1|AR	READ
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.321880651	0.643761302	0.098212335	-0.465163026	-1.14092142	13	MAN2B2|HEXB|NEU1|FUCA1|AGA|ENGASE	READ
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.380053908	0.70690027	0.112843356	0.255690261	1.036604035	93	COX7A1|NDUFA4|COX17|UQCRHL|MT-ND6|MT-ND3|ATP6AP1|MT-ND5|NDUFC1|ATP6V1F|MT-CO3|UQCRH|MT-CYB|COX6A1|MT-ND1|MT-CO2|ATP6V1E1|ATP6V0E1|SDHA|UQCR10|MT-ND4L|MT-ATP6|ATP6V1A|MT-ATP8|NDUFS2|COX6B1	READ
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.233455882	0.536083878	0.119887845	-0.476005588	-1.200642172	15	GALNT6|GCNT4|GALNT11|GALNT14|GALNT3|B4GALT5	READ
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.544093178	0.76123068	0.065532103	-0.279842992	-0.959184208	54	GADD45B|FAS|PMAIP1|CCNE1|GTSE1|CCNB2|SESN3	READ
KEGG	KEGG_PANCREATIC_CANCER	0.146835443	0.442260442	0.184706471	0.323665605	1.235581461	62	PIK3CG|CASP9|ERBB2|EGF|TGFB2|TGFB1|BAD|CCND1|IKBKG|STAT3|VEGFC|KRAS|RAC1|PIK3CB|RAF1|ARAF|MAPK3|AKT2|SMAD2|AKT1|CDK6|MAPK1|RAD51|TGFBR2|CHUK|RALA	READ
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.79558011	0.936568991	0.052375908	-0.320793742	-0.745760901	11	VNN2	READ
KEGG	KEGG_PARKINSONS_DISEASE	0.195767196	0.520181406	0.161978949	0.277938216	1.133469599	95	COX7A1|CASP9|NDUFA4|UQCRHL|MT-ND6|MT-ND3|MT-ND5|NDUFC1|UBA7|PARK7|SLC25A4|MT-CO3|UQCRH|MT-CYB|COX6A1|MT-ND1|UBA1|SNCA|MT-CO2|SDHA|UQCR10|MT-ND4L|MT-ATP6|MT-ATP8|CYCS|UBE2J1|NDUFS2|COX6B1|APAF1|SLC18A2|VDAC2|HTRA2|MT-ND2|UBB|NDUFA5|NDUFB6	READ
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.087094233	0.305651459	0.287805131	0.388848087	1.372508342	45	TUBB6|CTTN|ARPC4|ACTB|TUBB4B|ITGB1|ACTG1|TUBB1|TUBB|TUBA1C|TUBA1B|NCK2|RHOA|TLR5|YWHAQ|ROCK2|PRKCA|ARPC5|TUBA4A|YWHAZ|FYN|ARPC1B|CTNNB1	READ
KEGG	KEGG_PATHWAYS_IN_CANCER	0.194160584	0.520181406	0.116739205	-0.265828374	-1.125954306	231	LAMB3|CXCL8|PTGS2|JUN|FOS|VEGFA|FAS|LEF1|TCF7|CDH1|NFKBIA|CSF3R|CCNE1|MYC|BCL2|E2F1|FZD5|AXIN2|CDKN1B|TRAF1|TRAF5|TGFBR1|STAT1|NTRK1	READ
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.974304069	1	0.049991391	0.228207981	0.514441913	8	CRYL1|AKR1B1|GUSB|UGP2|UGDH	READ
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.018394514	0.110468651	0.352487858	0.560995073	1.674889418	22	PGM1|PFKM|G6PD|ALDOA|GPI|PFKP|PGD|TALDO1	READ
KEGG	KEGG_PEROXISOME	0.185463659	0.507297656	0.161978949	0.310924517	1.174899115	59	CRAT|NUDT19|FAR1|ACSL4|PIPOX|ACOX1|PAOX|PRDX5|HSD17B4|IDH1|FAR2|SCP2|IDH2|HMGCL|GNPAT|PEX3|ABCD1|PEX7|CROT|PEX10|PMVK|GSTK1|DDO	READ
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.402173913	0.708446482	0.095920678	0.495465329	1.067107642	7	MAOB|PRDX6	READ
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.035758822	0.166278524	0.321775918	0.371461123	1.416077206	63	PIK3CG|ITPR1|CALM3|DGKG|OCRL|IMPA2|PRKCB|ITPR2|PIP4K2B|PLCD3|DGKH|DGKQ|CALM1|PI4KA|PLCB3|PRKCA|PIK3CB|PLCD4|DGKZ|INPP1|INPPL1|PLCB4|INPP4B|DGKD|CDS2|INPP5K|PIK3C2A|CDIPT|PIP4K2A	READ
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.005304687	0.041111322	0.407017919	-0.641718397	-1.795523863	21	ALAS2|HMBS|PPOX|FECH|BLVRB|UGT2B28	READ
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.000264308	0.004096773	0.498493109	0.595963006	1.987445787	35	FABP4|PPARG|LPL|SLC27A4|PLTP|MMP1|CD36|ACSL4|FABP5|CPT1A|ACOX1|FADS2|ME1|SORBS1	READ
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.560240964	0.76123068	0.073438141	-0.588073279	-0.959290778	3	CYP27A1	READ
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	5.98E-07	1.36E-05	0.659444398	-0.755928552	-2.292702677	28	CD8B|CD3E|CD3D|IL7R|CD8A|CD79A|CD19|TNFRSF13C|IL2RG|TNFRSF13B|LCK|TAP1|PTPRC	READ
KEGG	KEGG_PRION_DISEASES	0.551607445	0.76123068	0.06568136	-0.31732031	-0.937705176	25	HSPA5|EGR1|IL1B|ELK1|NOTCH1	READ
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.592207792	0.782399093	0.084074558	0.243932953	0.942115185	67	GNAI1|MAPK12|PIK3CG|ANAPC5|IGF1R|RPS6KA2|CDK2|ADCY3|PDE3A|ADCY6|KRAS|BUB1|PIK3CB|RAF1|ARAF|MAPK3|ANAPC7|AKT2|AKT1|CDC23	READ
KEGG	KEGG_PROPANOATE_METABOLISM	0.984536082	1	0.039436651	-0.184754151	-0.549709684	26	ALDH2|SUCLG2|MCEE|LDHA|LDHB	READ
KEGG	KEGG_PROSTATE_CANCER	0.630470016	0.812021512	0.057246114	-0.253760435	-0.917873349	74	LEF1|TCF7|NFKBIA|CCNE1|BCL2|E2F1	READ
KEGG	KEGG_PROTEASOME	0.205733558	0.523258905	0.12267919	-0.370573883	-1.197868111	39	PSME4|PSMB10|PSMB3|PSMB1|PSME2|PSMB7|PSME1|PSMB9|PSMA5|PSMB4|PSMD8|PSMB6|PSMD7|PSMA4|PSMB2|PSMD12|PSME3|PSMD13|PSMC6|PSMB8|PSMC3	READ
KEGG	KEGG_PROTEIN_EXPORT	0.221441125	0.53490973	0.120433372	-0.426546852	-1.193475292	21	HSPA5|SRPRB|SEC11C|SPCS2|IMMP2L|SEC62|OXA1L|SEC61G	READ
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.547252747	0.76123068	0.079343496	0.366226682	0.934677569	12	AQP1|CA2|ATP1B1	READ
KEGG	KEGG_PURINE_METABOLISM	0.6453125	0.822110445	0.054455595	-0.23669559	-0.917582965	111	PDE3B|PDE4B|FHIT|ADPRM|NT5E|AK5|POLR1E|PPAT|NME3|ADCY9|DCK|ADCY5|PDE9A|POLR1C|PDE7A|GUK1|POLD2|POLR2J|NME6	READ
KEGG	KEGG_PYRIMIDINE_METABOLISM	1	1	0.036454854	-0.157517864	-0.575164982	82	NT5E|CMPK2|POLR1E|NME3|UCKL1|DCK|POLR1C|POLD2|POLR2J|NME6|UPP1|POLR3D|DTYMK|POLR2I|CDA|ENTPD1	READ
KEGG	KEGG_PYRUVATE_METABOLISM	0.988054608	1	0.038955648	-0.183279481	-0.564275338	31	HAGH|ALDH2|PC|HAGHL|LDHA|LDHB|MDH1|GLO1	READ
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	3.69E-09	2.46E-07	0.77493903	0.504300522	2.186758277	143	GSN|MYL9|ITGA2B|ITGB3|ITGB5|TIAM2|FGF2|MYH9|GNA12|SLC9A1|VCL|ENAH|ARPC4|PIK3CG|ACTB|DIAPH1|ACTN1|ITGB1|EGF|CYFIP1|ACTG1|SSH1|ITGA6|APC2|BCAR1|LIMK1|BAIAP2|ITGA2|ABI2|CFL1|ITGA9|PDGFA|ACTN4|IQGAP2|PIP4K2B|RHOA|RRAS|PDGFB|MSN|ARHGAP35|MYLK|KRAS|CSK|ITGAV|RAC1|ROCK2|TMSB4X|ARPC5|PIK3CB|RAF1|ARAF|MAPK3|F2R|ARHGEF12|RDX|GIT1|ITGB4|CRKL|ARPC1B|BRK1|GNA13|PFN1|FGF13	READ
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.633027523	0.812021512	0.073990144	0.315882893	0.877554172	17	BECN1|ULK3|ATG4A|GABARAPL2|PRKAA1|ATG4D|ULK1|ATG12	READ
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.56	0.76123068	0.085042746	0.251798825	0.939061297	57	PIK3CG|TGFB2|EPAS1|TGFB1|VEGFC|GRB2|PDGFB|KRAS|RAC1|PIK3CB|RAF1|ARAF|MAPK3|AKT2|ARNT|CRKL|AKT1|EGLN3	READ
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.743040685	0.89743875	0.062661823	0.342262091	0.771550427	8	CTSA|ACE|LNPEP	READ
KEGG	KEGG_RETINOL_METABOLISM	0.457504521	0.741808962	0.078502905	-0.414574598	-1.016841437	13	DGAT2|ALDH1A1|UGT2B28|DGAT1|RETSAT|DHRS4L2	READ
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.540659341	0.76123068	0.07998588	0.392712541	0.940104057	10	ACP2|MTMR2|ACP6|ACP1	READ
KEGG	KEGG_RIBOSOME	1.60E-06	0.000149124	0.643551836	-0.677695037	-2.560518592	82	RPS4Y1	CESC
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.248722317	0.537934313	0.110564716	-0.339850028	-1.140227014	50	CXCL8|NFKBIA|ISG15|CXCL10|IRF3|DHX58|TANK|DDX58|SIKE1|CYLD|IFIH1|NFKBIB|IRF7|RELA|IKBKE|TRAF2|MAPK8	READ
KEGG	KEGG_RNA_DEGRADATION	0.955074875	1	0.039356196	-0.199373353	-0.683368094	54	PATL1|EXOSC5|EXOSC9|DCPS|MPHOSPH6|HSPD1|ZCCHC7|DCP1A|LSM5|EXOSC6|DCP1B|LSM7|CNOT4|EXOSC2|WDR61|CNOT7|CNOT2|LSM6|HSPA9|PAPOLG|CNOT8|SKIV2L|PNPT1|EXOSC1|CNOT10|EXOSC10|EXOSC3|XRN2|CNOT3|DDX6|LSM4|LSM2|CNOT9	READ
KEGG	KEGG_RNA_POLYMERASE	0.76142132	0.907848497	0.050498304	-0.273372194	-0.807835217	25	POLR1E|POLR1C|POLR2J|POLR3D|POLR2I|POLR3G|POLR3C|POLR2H|POLR3K	READ
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.509666081	0.741808962	0.071478629	-0.351886104	-0.965299821	20	GGT7|HEMK1|METTL2B|TRMT11|METTL6|MARS2|LCMT2	READ
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.244663383	0.537934313	0.109250039	-0.314765522	-1.124769035	71	LAMB3|PTGS2|NFKBIA|FHIT|CCNE1|MYC|BCL2|E2F1|CDKN1B|TRAF1|TRAF5	READ
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.592592593	0.782399093	0.061976274	-0.289474753	-0.913289013	35	SNAP47|STX2|STX3|USE1|STX10|BNIP1|STX17|BET1L|STX7|TSNARE1|STX5|STX8|VAMP5	READ
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.352517986	0.669064748	0.110122264	0.341737286	1.075848492	27	PLPP3|SMPD1|SMPD3|ACER3|ARSA|SPHK1	READ
KEGG	KEGG_SPLICEOSOME	0.018411442	0.110468651	0.352487858	-0.364388505	-1.432604314	121	HNRNPA1L2|SRSF5|SNRPA|BCAS2|SNRPD2|RBMX|SNRPA1|PRPF38B|HNRNPA1|SRSF7|MAGOH|DDX5|PQBP1|HSPA8|XAB2|PRPF18|SRSF3|THOC1|SNRNP70|PPIH|U2SURP|HSPA1B|SNRPB2|SF3B6|PRPF38A|TCERG1|SF3B5|RBM22|SNU13|CWC15|PUF60|PRPF3|LSM5|SNRPE|PPIL1|TRA2B|LSM7|PLRG1|SNRPB|SYF2|EIF4A3|NCBP2|SLU7|SART1|PRPF4|SF3A3|CDC40|LSM6	READ
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.391100703	0.708446482	0.102080108	0.348094017	1.039258654	22	PYGB|PGM1|PGM2L1|GPI|HK1|GBE1|GANC|HK3	READ
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.359477124	0.675381264	0.102821843	0.399581481	1.066740604	14	DHCR7|CEL|LIPA|SC5D	READ
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.795246801	0.936568991	0.052057003	-0.319344379	-0.759017649	12	UGT2B28|CYP1B1|HSD17B8|HSD17B7|SRD5A1	READ
KEGG	KEGG_SULFUR_METABOLISM	0.465217391	0.741808962	0.087569712	0.465472246	1.002510089	7	PAPSS2|CHST12|PAPSS1	READ
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.213804714	0.523258905	0.119887845	-0.380719874	-1.201166165	35	FCGR1A|HLA-DMB|HLA-DQA2|FCGR3B|CD86|HLA-DRA|FCGR2B|HLA-DMA|HLA-DOA	READ
KEGG	KEGG_TASTE_TRANSDUCTION	0.460385439	0.741808962	0.087309826	0.450415654	1.015357527	8	GNAS|ADCY6|GNB1|PRKACA|PRKACB	READ
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.034340294	0.163776785	0.321775918	-0.853540008	-1.518287827	4	GGT7	READ
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.513562387	0.741808962	0.072535186	-0.392969215	-0.963849167	13	HMGCR|IDI1|MVK|GGPS1|MVD	READ
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.065326633	0.27001675	0.28201335	0.368215092	1.351635127	53	THBS1|ACVR1|ACVRL1|TGFB2|TGFB1|SMAD5|TNF|LTBP1|ID1|BMP8B|RHOA|ROCK2|PPP2CB|MAPK3|BMP6|SMAD2|ZFYVE9|SKP1|MAPK1|SMAD6|TGFBR2|SMAD1	READ
KEGG	KEGG_THYROID_CANCER	0.169230769	0.484260355	0.138022242	-0.413789267	-1.24662028	27	LEF1|TCF7|CDH1|MYC	READ
KEGG	KEGG_TIGHT_JUNCTION	6.58E-07	1.36E-05	0.659444398	0.533366005	2.156337915	84	TJP1|MYL9|JAM2|MPDZ|GNAI1|JAM3|MYH9|CTTN|TJP2|ACTB|CLDN5|ACTN1|ACTG1|SRC|EPB41L1|PARD6G|MAGI1|EPB41L3|PPP2R2D|MAGI3|PARD6A|PRKCB|ACTN4|CTNNA1|RHOA|RRAS|EXOC4|RAB13|KRAS|PRKCQ|AMOTL1|EPB41L2|PRKCA|SPTAN1|PPP2CB|PPP2R2B|AKT2|PARD3|AKT1|CTNNB1|CSNK2B|AFDN|MYH11	READ
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.020969549	0.112161264	0.352487858	-0.401431138	-1.438789769	72	CXCL8|JUN|FOS|NFKBIA|TLR8|CD86|TLR2|IFNAR1|LY96|STAT1|IL1B|CD14|CXCL10|MAP3K8	READ
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.873043478	0.96086442	0.045496781	-0.250501328	-0.718871924	23	HAAO|CYP1B1|ALDH2|KYNU|AFMID|GCDH|WARS2|HADHA	READ
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.871733967	0.96086442	0.05998925	0.228510583	0.734882304	29	PKM|PIK3CG|TNF|HK1|HK3|PIK3CB|MAPK3|INSR|MAPK1|SOCS1|SOCS2|PRKCD	READ
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.43545611	0.736316695	0.078502905	-0.334318686	-1.014334637	29	FAS|HLA-DMB|HLA-DQA2|CD86|IL1B|HLA-DRA|HLA-DMA|HLA-DOA	READ
KEGG	KEGG_TYROSINE_METABOLISM	0.844797178	0.958123629	0.047638726	-0.265506601	-0.713068591	18	HPD|GSTZ1|HEMK1|METTL2B|TRMT11|METTL6|LCMT2|BUD23|GOT1|LCMT1	READ
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.00191388	0.018461511	0.455059867	-0.436368437	-1.627030156	90	JUN|FOS|CD8B|CD3E|PDCD1|CD3D|CD8A|NFKBIA|CD3G|RASGRP1|ITK|LCK|PTPRC|MALT1	READ
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.959814529	1	0.035693308	-0.188908618	-0.7414587	123	SOCS3|CDC26|UBE2S|UBE4A|UBE2D1|ANAPC10|CDC34|SYVN1|FZR1|UBE2L6|BIRC3|RHOBTB2|UBE2B|CUL4A|NEDD4L|FBXO2|SMURF2|FBXW8|UBE2D3|UBE2N|PIAS1|SKP2|UBE2M	READ
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.859778598	0.96086442	0.048897077	-0.317064967	-0.664224341	7	BCAT2|IARS2|VARS2|LARS2	READ
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.987775061	1	0.055479331	0.171097171	0.579902248	37	ABAT|BCAT1|PCCB|HMGCL|HADH|ACAD8	READ
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	3.96E-09	2.46E-07	0.761460801	0.613545329	2.416690943	72	RAMP3|MYL9|KCNMB1|NPR1|RAMP2|GNA12|CALD1|CACNA1F|ITPR1|AVPR1A|GNAS|CALM3|RAMP1|MYL6B|ADCY3|PLA2G12A|PRKCB|KCNMB4|GNA11|MYL6|ITPR2|ADCY6|RHOA|PPP1R14A|MYLK|KCNMA1|PRKCQ|CALM1|PLCB3|ROCK2|PRKCA|PRKG1|ADORA2B|RAF1|ARAF|MAPK3|ARHGEF12|GNAQ|PTGIR|GNA13|MYH11|CALCRL	READ
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.022861866	0.112161264	0.352487858	0.461163059	1.563026983	37	DYNC1I1|GNAS|ADCY3|DYNLL2|CREB3L4|RAB11B|DYNC1LI2|ADCY6|DCTN6|DCTN1|RAB5B|DCTN2|RAB5C|DYNC1I2|DYNLL1	READ
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.089552239	0.308457711	0.237793834	0.354036804	1.322778873	56	MAPK12|PIK3CG|CASP9|MAPKAPK2|KDR|SRC|PPP3R1|HSPB1|PLA2G12A|BAD|NFATC1|NOS3|PRKCB|SPHK1|KRAS|RAC1|PRKCA|PIK3CB|RAF1|MAPK3|AKT2|AKT1|NFATC2|MAPK1|NFAT5	READ
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.102941176	0.348017332	0.219250347	0.368725224	1.266891075	40	TJP1|TJP2|ACTB|ACTG1|GNAS|ARF1|ADCY3|PRKCB|ATP6AP1|ATP6V1F|SEC61A1|PRKCA|ATP6V1E1|ATP6V0E1|ATP6V1A|KDELR2|PRKACA	READ
KEGG	KEGG_VIRAL_MYOCARDITIS	0.239709443	0.537934313	0.138022242	0.308272555	1.126479619	49	MYH9|HLA-E|HLA-A|ACTB|CASP9|HLA-C|ACTG1|DAG1|HLA-B|HLA-G|CCND1|HLA-DQA1|EIF4G2|DMD|CD40|RAC1|FYN|HLA-DQB1|MYH11|CYCS|PRF1|LAMA2	READ
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.50487013	0.741808962	0.067992259	-0.256495934	-0.972071043	100	JUN|LEF1|PORCN|TCF7|MYC|FZD5|AXIN2|PPP2R5B	READ
KEGG	KEGG_ABC_TRANSPORTERS	0.206896552	0.56382906	0.111462667	0.480244638	1.250371109	28	ABCA2|ABCC10|ABCA7|ABCB8|TAP2|ABCC6|ABCD4|ABCA6|ABCC3|ABCD1|ABCA3|ABCC2|ABCA5	SARC
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.226890756	0.56382906	0.19189224	-0.312744991	-1.141943032	53	LEF1|TCF7|PIM2|PIM1|SPI1|MYC|RARA|JUP|EIF4EBP1|RELA|PIK3R1|SOS1	SARC
KEGG	KEGG_ADHERENS_JUNCTION	0.988505747	0.998376623	0.024708631	0.201793639	0.596792345	62	NECTIN1|INSR|PTPRM|BAIAP2|WASF3|TJP1|SRC|VCL|ACTB|CTNND1|CTNNA1|ACTN1|WASL|PTPRJ|ACTG1|ACTN4|PTPRB|PARD3|TGFBR2|SSX2IP	SARC
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.112111508	0.434432092	0.287805131	-0.371513201	-1.334143541	51	NFKBIA|SOCS3|MAPK10|ACSL1|TNFRSF1B|NFKBIE|IRS2|RXRA|PRKAB2|RELA|STK11|PRKAG1|MAPK8|NFKBIB|SLC2A1	SARC
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.107902736	0.427019336	0.165656695	0.602181979	1.392879412	16	GPT|ABAT|CAD	SARC
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.400621118	0.752682101	0.118815039	-0.339724417	-1.031804511	24	NR3C2|ATP1A3|ATP1B2|IRS2|ATP1B1|SGK1|PIK3R1	SARC
KEGG	KEGG_ALLOGRAFT_REJECTION	0.836676218	0.954734825	0.03855791	0.279022636	0.719933254	25	GZMB|HLA-E|HLA-DRB5|HLA-DRB1|CD40|HLA-A|HLA-DQA1|HLA-C|HLA-DOA|HLA-DMB	SARC
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.120209059	0.4471777	0.168238166	0.72064548	1.348333907	6	PLA2G6|ACOX3|FADS2|PLA2G12A|ACOX1	SARC
KEGG	KEGG_ALZHEIMERS_DISEASE	0.646313364	0.87426557	0.040411448	0.279785784	0.910812443	128	GRIN1|GRIN2C|LRP1|RYR3|ERN1|PLCB3|CACNA1F|ATP2A3|PLCB2|CASP9|ATP2A2|EIF2AK3|PSEN2|ITPR1|COX7A1	SARC
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.162162162	0.520037279	0.131457612	0.543756991	1.310791304	20	AARS2|VARS2|LARS2|YARS2|DARS2|TARS2|MARS2|EARS2|CARS2	SARC
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.555712271	0.858181256	0.056648418	0.341468924	0.93024768	36	GMPPB|AMDHD2|CYB5R3|GPI|GALT|PGM3|HEXA|CYB5R1|PGM1|PMM2	SARC
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.344352617	0.688705234	0.079131665	0.392438404	1.096268055	42	GRIN1|GRIN2C|MAPK12|CASP9|MAP2K6|TOMM40L|GPX1|ALS2|GRIN2D	SARC
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.748917749	0.934890613	0.099927697	-0.233395957	-0.855925509	55	CD8B|CD8A|CTSS|HSPA2|HSPA8|HSPA1B|LTA|HSP90AB1|HSPA6|PSME1|PSME2|RFXANK	SARC
KEGG	KEGG_APOPTOSIS	0.340540541	0.688705234	0.176694269	-0.271870901	-1.056635215	77	NFKBIA|NTRK1|IL1RAP|TNFRSF10C|FAS|IL1B|IL1R1	SARC
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.010489189	0.082558261	0.380730401	0.624638854	1.617051866	26	PTGDS|GPX2|PLA2G6|PTGIS|LTC4S	SARC
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.413793103	0.754407256	0.123842171	-0.316427776	-1.044459882	35	AGMAT|PYCR1|ARG1|OAT|GLUL|SAT2|ALDH2|LAP3	SARC
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.604081633	0.864301413	0.051114795	0.321457818	0.898675866	43	ITGA3|ITGB7|CACNA1F|ITGB3|ITGA2B|ITGB5|CACNB3|ITGAV|ATP2A2|CACNB1|RYR2|ACTB|ITGB1|LMNA|CTNNA1|DSP|ACTN1|DAG1|ACTG1|ACTN4|ITGA4|ITGB4|PKP2|ITGA6	SARC
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.248768473	0.575453562	0.136490438	-0.531948651	-1.202828276	8	ALDH2|UGDH	SARC
KEGG	KEGG_ASTHMA	0.40881459	0.754407256	0.075309376	0.456146062	1.055090455	16	FCER1A|HLA-DRB5|HLA-DRB1|CD40|FCER1G|HLA-DQA1|HLA-DOA|HLA-DMB|TNF|HLA-DQB1	SARC
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.484240688	0.797068743	0.063927193	0.374642178	0.973202144	27	TSHR|GZMB|HLA-E|HLA-DRB5|HLA-DRB1|CD40|TG|HLA-A|HLA-DQA1|HLA-C|HLA-DOA|HLA-DMB|TPO	SARC
KEGG	KEGG_AXON_GUIDANCE	0.006310504	0.065651626	0.407017919	0.501070592	1.541633591	81	EPHA2|SEMA5A|EPHB1|NRP1|PLXNB2|SLIT1|PLXNB1|SEMA6A|PLXNA3|SEMA6C|PLXNB3|EPHA4|SEMA4C|PLXNA1|SEMA4D|ABLIM3|SEMA4B|FES|ABL1|SEMA3C|ROBO3|ITGB1|SEMA4F	SARC
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.114613181	0.435062277	0.155241966	0.51913649	1.348552766	27	WNT10A|FZD3|GLI1|APC2|FZD2|STK36|FZD1|SMO	SARC
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.907284768	0.992676276	0.074362538	-0.226867336	-0.709276377	29	TAF7L|TAF12|GTF2B|TAF4B|GTF2A2|TAF9B|TAF9|TBPL1|GTF2F1	SARC
KEGG	KEGG_BASE_EXCISION_REPAIR	0.979050279	0.998376623	0.029848497	0.20895652	0.560886688	33	POLE|NEIL1|LIG3|SMUG1|POLD4|OGG1	SARC
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.955835962	0.998376623	0.036838961	0.238503892	0.533297823	14	ABAT|MLYCD|DPYD|HIBCH|ACADM	SARC
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.376436782	0.719695932	0.117765788	-0.38609307	-1.064902846	17	YOD1|ELOVL6|PECR|ACOT2|SCD|HADHA	SARC
KEGG	KEGG_BLADDER_CANCER	0.003081813	0.040858721	0.431707696	-0.529832714	-1.759910883	37	CXCL8|VEGFA|E2F1|MMP9|MYC|E2F2	SARC
KEGG	KEGG_BUTANOATE_METABOLISM	0.808176101	0.941055489	0.077679856	-0.266730405	-0.778758544	22	ACSM3|ALDH2|HADHA|ACAT2|ECHS1|L2HGDH|ALDH5A1	SARC
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.456410256	0.778828511	0.146416238	-0.261283035	-1.00001154	69	FOS|NFKBIA|IFITM1|NFKBIE|LILRB3|JUN|CHP1|BCL10|RELA|RAC2|MALT1|PIK3R1|SOS1	SARC
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.04379562	0.23274244	0.237793834	0.441732571	1.382458879	92	GRIN1|GRIN2C|ADCY7|PDE1B|P2RX5|ADRB2|P2RX7|RYR3|PLCB3|CACNA1F|ATP2B2|ADCY4|ATP2B4|ATP2A3|PLCB2|ATP2A2|PHKA1|ITPR1|SPHK1|PLCD4|ITPR2|PHKG1|RYR2|SPHK2|GNA15|P2RX1|PLCG2|TNNC2|PLCD3|GRIN2D|CD38|SLC8A3|PHKG2|CAMK2G|PRKCB|ADORA2B|HTR2A|CALM3|TBXA2R|ADCY9	SARC
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.705006766	0.910633739	0.043800203	0.299222775	0.842655123	45	TPM2|CACNA1F|CACNB3|TPM4|ATP2A2|SLC9A1|COX7A1|CACNB1|TPM1|RYR2	SARC
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.270704574	0.593792492	0.086286563	0.368011174	1.12447516	75	NEGR1|NLGN3|NECTIN1|CNTNAP1|NRXN2|CD4|SDC4|ITGB7|SPN|JAM2|ITGAV|JAM3|PTPRM|SELP|HLA-E|CLDN15|HLA-DRB5|ITGAL|SELPLG|ALCAM|GLG1|ITGB1|HLA-DRB1|CD99|CD40|MPZL1|HLA-A|ESAM|CLDN5|HLA-DQA1|HLA-C|SDC3|PECAM1|CD226	SARC
KEGG	KEGG_CELL_CYCLE	0.019305598	0.123822109	0.352487858	-0.331280007	-1.363683634	115	GADD45B|TFDP1|E2F1|CDKN2B|CDC26|MYC|E2F2|CDK1|GADD45G|MCM2|CDKN1B|DBF4|CCND2|MCM6|MAD2L1|CDC20|RBX1|PTTG1|RAD21|ANAPC13|CDC25B|PLK1|ANAPC10|CCNB1|PCNA|CDK4|ORC5|CDC25C|E2F4|FZR1|ORC3|ANAPC11|RBL2|CCNE1|CUL1|TFDP2	SARC
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.006637642	0.065651626	0.407017919	-0.338904631	-1.416369973	133	CXCL8|CXCR4|NFKBIA|CXCL1|CXCR1|CXCR2|CCR7|SHC2|ITK|CCL3L3|CXCL10|CCL4L2|FOXO3|GNG2|ARRB2|STAT1|GNB2|CCR3|CCL4|PXN|PAK1|CCR1|FGR|CXCL2|CXCL16|PLCB1|WAS|GNG5|RELA|RAC2|TIAM1|RAP1A	SARC
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.271356784	0.593792492	0.19189224	-0.286042536	-1.086859515	67	NFKBIA|SHC2|E2F1|MYC|E2F2|CDKN1B|TGFBR1|RELA|PIK3R1|SOS1|CDK4|PIK3CA|MAP2K2|GAB2	SARC
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.187989556	0.555016785	0.164405756	-0.521662352	-1.306998309	12	PER1|NR1D1|BHLHE40|CRY1|ARNTL	SARC
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.355263158	0.695567867	0.131457612	-0.340090277	-1.060550444	27	SDHD|SUCLG2|SDHB|DLD|MDH1|SUCLG1|IDH3G|DLST|FH|IDH3B|SDHC	SARC
KEGG	KEGG_COLORECTAL_CANCER	0.007580022	0.065651626	0.407017919	-0.429741358	-1.579326474	57	FOS|LEF1|TCF7|BIRC5|MAPK10|MYC|AXIN2|JUN|TGFBR1|RAC2|CASP3|PIK3R1|MAPK8|BCL2	SARC
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.226804124	0.56382906	0.172324345	-0.376560599	-1.205542189	32	PLAU|PLAUR|C5AR1|CFD|SERPINA1|C3|F5|C1QA|C1QC|C1QB|C3AR1	SARC
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.238993711	0.575453562	0.159646702	-0.387475528	-1.153372615	23	CTH|LDHA|LDHB|MAT2B|ENOPH1|MTAP|SMS|GOT1	SARC
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	0.000211198	0.007354418	0.518848078	-0.415454991	-1.713390677	119	CXCL8|OSM|CXCR4|CXCL1|IL1R2|VEGFA|TNFRSF25|CXCR1|IL1RAP|CSF3R|IL7R|CXCR2|CCR7|TNFRSF10C|FAS|IL13RA1|CCL3L3|CXCL10|CCL4L2|TNFSF8|CSF1|IFNGR2|IL1B|IL2RG|LTB|IL1R1|IFNGR1|TNFRSF1B|TNFSF14|CCR3|IL4R|CCL4|LTA|TNFSF12|CD27|TNFSF13B|IL2RB|CCR1|TNFRSF13C|CXCL2|CXCL16|ACVR1B|TGFBR1	SARC
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.056052871	0.266933182	0.321775918	-0.400830798	-1.341265965	38	NFKBIA|CXCL10|CCL4L2|IL1B|IL33|CCL4|POLR3GL|CASP1|RELA|POLR1D|POLR3F|DDX58|NFKBIB|PYCARD	SARC
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.002858438	0.040858721	0.431707696	0.586349178	1.662032832	47	ADCY7|TPM2|TTN|ITGA3|ITGB7|CACNA1F|ADCY4|ITGB3|ITGA2B|ITGB5|CACNB3|TPM4|ITGAV|ATP2A2|CACNB1|TPM1|RYR2|ACTB|ITGB1|TGFB2|TGFB1|LMNA|DAG1|ADCY9|ACTG1|ITGA4|ITGB4|ADCY6|ITGA6|GNAS|CACNA2D3|ITGA9|TNF	SARC
KEGG	KEGG_DNA_REPLICATION	0.527586207	0.83872679	0.107554375	-0.294496524	-0.972069549	35	RPA3|MCM2|SSBP1|RPA2|POLE4|MCM6|PCNA|RFC4|RFC2|POLD3	SARC
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.099388379	0.401874751	0.173747839	0.604946066	1.405107864	17	NOTCH4|NOTCH3|NOTCH2	SARC
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.260233918	0.583174804	0.098212335	0.470398737	1.194175387	23	FMO3|CYP2D6|FMO2|FMO5	SARC
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.779874214	0.941055489	0.079556468	-0.274057414	-0.800150821	22	CDA|TPMT|UPP1|IMPDH2|CES1	SARC
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	0.00015041	0.006994084	0.518848078	0.650892007	1.863195169	49	COL4A4|LAMA5|HSPG2|COL4A2|LAMB2|LAMA3|ITGA3|COL6A3|VWF|AGRN|GP5|SDC4|ITGB7|ITGB3|THBS1|ITGA2B|TNXB|ITGB5|ITGAV|LAMB1|COL1A1|GP1BA|ITGB1|COL4A1|GP9|GP6	SARC
KEGG	KEGG_ENDOCYTOSIS	0.921568627	0.993340035	0.142056644	-0.192716591	-0.831012448	156	CXCR4|CXCR1|NTRK1|CXCR2|IL2RG|RAB11FIP5|ARRB2|HSPA2|HSPA8|CHMP2A|HSPA1B|TFRC|IL2RB|SMAP2|CHMP2B|ARF6|HSPA6	SARC
KEGG	KEGG_ENDOMETRIAL_CANCER	0.30651341	0.655304532	0.155241966	-0.310692078	-1.088292841	46	LEF1|TCF7|FOXO3|MYC|AXIN2|ELK1	SARC
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.00731643	0.065651626	0.407017919	-0.442617554	-1.617206754	54	CXCL8|NFKBIA|CXCL1|CXCR1|CXCR2|MAPK10	SARC
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.019263801	0.123822109	0.352487858	-0.390503875	-1.483775308	67	AREG|NRG1|SHC2|MAPK10|EREG|MYC|PLCG1|CDKN1B|ELK1|PAK1|JUN|EIF4EBP1|GAB1|NCK1|PIK3R1|SOS1|MAPK8	SARC
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.500761035	0.802944418	0.065235306	0.414300235	0.974626417	18	ENPP2|PLA2G6|PLPP3|PAFAH2|LPCAT4|LPCAT1	SARC
KEGG	KEGG_FATTY_ACID_METABOLISM	0.814569536	0.941055489	0.07998588	-0.25120752	-0.785373351	29	ACSL1|ACADSB|ALDH2|ECI2|HADHA|ACAA2|ACAT2|ECHS1	SARC
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.714652956	0.913471962	0.0408229	0.288364846	0.841701998	56	PLA2G6|MAPK12|FCER1A|PRKCE|PIK3CG|MAP2K6|SYK|VAV2|PLCG2|FCER1G|AKT2|PDPK1|PLA2G12A|PIK3CD|PRKCB	SARC
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.863030303	0.967009858	0.029068819	0.245747989	0.762730202	84	SCIN|PLA2G6|PLPP3|DNM1|PRKCE|FCGR2B|PIK3CG|SYK|SPHK1|ASAP3|WASF3|VAV2|SPHK2|LIMK1|PIP4K2B|PLCG2|ARPC1B|AKT2|ARPC4|PLD2|PIK3CD|PRKCB|DOCK2|WASL|CFL1	SARC
KEGG	KEGG_FOCAL_ADHESION	0.184977578	0.554932735	0.102821843	0.357394487	1.182140899	139	COL4A4|LAMA5|FLNB|COL4A2|LAMB2|LAMA3|ITGA3|COL6A3|VWF|ITGB7|MYL9|ITGB3|THBS1|ITGA2B|TNXB|ITGB5|ZYX|ITGAV|PIK3CG|TLN1|FLNA|LAMB1|VEGFB|VAV2|SRC|VEGFC|VCL|ACTB|COL1A1|CCND3|ITGB1|COL4A1|DIAPH1|PARVB|ARHGAP35	SARC
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.253694581	0.575453562	0.135002034	-0.529101567	-1.196390523	8	ALPL|SPR	SARC
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.630718954	0.868990559	0.093444922	-0.288296985	-0.901373069	28	ALDOB|KHK|HK2|PFKFB3	SARC
KEGG	KEGG_GALACTOSE_METABOLISM	0.768072289	0.941055489	0.078089231	-0.271146969	-0.788071895	21	MGAM|HK2	SARC
KEGG	KEGG_GAP_JUNCTION	0.559386973	0.858181256	0.051740546	0.320883272	0.948992651	62	ADCY7|PLCB3|TUBB6|ADCY4|LPAR1|PLCB2|ITPR1|ITPR2|TJP1|TUBAL3|TUBB4B|SRC|PRKG2|PDGFB|PRKCB|EGF|HTR2A|ADCY9|PDGFA|TUBA1B|ADCY6|GNAS|GNAQ|ITPR3|GRB2|GNAI1|TUBA1C|TUBB1|PLCB4|RAF1|TUBB|MAPK1|ADCY3	SARC
KEGG	KEGG_GLIOMA	0.978991597	0.998376623	0.082896213	-0.188596032	-0.675177095	50	SHC2|E2F1|E2F2|PLCG1|PTEN|PIK3R1|SOS1|CDK4|PIK3CA|MAP2K2	SARC
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.671388102	0.8856609	0.048118399	0.314343768	0.858300242	37	GPX2|GPX1	SARC
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.251748252	0.575453562	0.097544922	0.428503534	1.175269837	38	CEL|PLPP3|LIPC|DGKQ|GLYCTK|MGLL|GPAM|DGAT1|AGPAT1|AGPAT4|DGKZ|AGPAT3|DGKG|LPL|DGKD	SARC
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.177489177	0.542303884	0.222056046	-0.319908706	-1.173190941	55	ACHE|CHPT1|MBOAT7|GPAT3|ADPRM|LPCAT2|PHOSPHO1	SARC
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.648648649	0.87426557	0.087051587	-0.309809904	-0.874393117	19	ALAS2|CTH|GLDC	SARC
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.572463768	0.858695652	0.105520937	-0.278072937	-0.943930203	40	ALDOB|BPGM|HK2|LDHA|LDHB|ALDH2|FBP1|AKR1A1|DLD	SARC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.080717489	0.341214839	0.19189224	0.601369683	1.438069545	19	CHPF|CHPF2|XYLT2|CHST14|B4GALT7|B3GAT3|UST|XYLT1|CHST13|CHST12	SARC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.007568834	0.065651626	0.407017919	0.718638925	1.669182198	17	HS3ST3B1|HS3ST1|HS3ST3A1|HS6ST1|XYLT2|EXTL3|B4GALT7|B3GAT3|XYLT1|EXT2|NDST1|EXT1|GLCE	SARC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.378246753	0.719695932	0.082896213	0.515495176	1.080351166	10	ST3GAL2|ST3GAL3|B4GALT4|CHST2	SARC
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.016584945	0.114251841	0.352487858	0.681350049	1.58257135	17	HS3ST3B1|IDUA|HS3ST3A1|NAGLU|HYAL3|GALNS|HEXA|HGSNAT|GUSB|HPSE|ARSB	SARC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.233766234	0.572112098	0.111462667	0.591208914	1.239028548	10	ST3GAL2|ST6GALNAC4|HEXA|B3GALT4|ST6GALNAC6	SARC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.177852349	0.542303884	0.132846301	0.648743272	1.296679164	8	ST3GAL2|A4GALT|NAGA|HEXA	SARC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.219709208	0.56382906	0.115240003	0.586690898	1.264103909	12	FUT7|ABO|ST3GAL3|B4GALT4|ST3GAL4|FUT4|GCNT2|ST3GAL6	SARC
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.135964912	0.477159881	0.142901149	0.537351311	1.349471945	22	PIGM|PIGO|PIGL|PIGG|GPAA1|PIGH|PIGQ	SARC
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.787301587	0.941055489	0.046045768	0.33997497	0.74594665	13	GLYCTK|MTHFD1L|AFMID|MTHFD2	SARC
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.601257862	0.864301413	0.04773424	0.309134293	0.923999182	66	ADCY7|PLA2G6|PLCB3|CACNA1F|ADCY4|MAPK12|PLCB2|ITPR1|MAP2K6|ITPR2|SRC|PLA2G12A|ATF4|PLD2|CAMK2G|PRKCB|CALM3|ADCY9	SARC
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.776315789	0.941055489	0.082205492	-0.258261727	-0.785217149	25	FAS|CD28|IL1B	SARC
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.003295058	0.040858721	0.431707696	0.684134645	1.748681181	24	GAS1|WNT10A|GLI1|STK36|SMO|CSNK1G1|BMP8B|CSNK1E	SARC
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.00148696	0.034571819	0.455059867	-0.457374967	-1.729954294	65	IL1R2|CD3E|CD8B|CSF3R|CD8A|CD7|CD3D|IL7R|FCGR1A|CD3G|GYPA|MME|FCER2|ANPEP|CD5|CSF1|CD2|IL1B|IL1R1|CD44	SARC
KEGG	KEGG_HISTIDINE_METABOLISM	0.66954023	0.8856609	0.082896213	-0.307243287	-0.847423267	17	HNMT|ALDH2|HAL|ALDH3B1|LCMT1	SARC
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.220588235	0.56382906	0.108820127	0.483113358	1.234861066	24	XRCC3|RAD52|RAD54L|XRCC2|RAD50|RAD51B|RAD51D|POLD4	SARC
KEGG	KEGG_HUNTINGTONS_DISEASE	0.993265993	0.998376623	0.016517564	0.180596679	0.597062574	140	GRIN1|DNAH1|PLCB3|DLG4|CREB3L2|CREB3L4|PLCB2|CASP9|ITPR1|COX7A1	SARC
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.012872775	0.095773446	0.380730401	0.53908356	1.512958368	44	TPM2|TTN|ITGA3|ITGB7|CACNA1F|ITGB3|ITGA2B|ITGB5|CACNB3|TPM4|ITGAV|ATP2A2|CACNB1|TPM1|RYR2|ACTB|ITGB1|TGFB2|TGFB1|LMNA|DAG1|ACTG1|ITGA4|ITGB4|ITGA6|CACNA2D3|ITGA9|TNF	SARC
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.428191489	0.758510638	0.066284219	0.362276893	1.03238517	48	PLCB3|INPP4A|INPP5E|PLCB2|PIK3CG|IPPK|PI4KA|PLCD4|OCRL|PIP4K2B|PLCG2|PLCD3	SARC
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.802816901	0.941055489	0.127505315	-0.211783665	-0.863173709	112	SOCS3|PDE3B|SHC2|MAPK10|RPS6|MKNK2|HK2|ELK1|IRS2|SORBS1|PPP1R3B|EIF4EBP1|SOCS2|PRKAB2|FBP1|PPP1CC|PIK3R1|PRKAG1|SOS1|MAPK8	SARC
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.741830065	0.934890613	0.084314432	-0.263323572	-0.823292607	28	CXCR4|CD28|TNFSF13B|TNFRSF13C|CD86|IL15|IL15RA	SARC
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.351648352	0.695567867	0.175204048	-0.267163675	-1.049125394	85	OSM|CSF3R|SOCS3|IL7R|IL13RA1|PIM1|IFNGR2|IL2RG|MYC|IFNGR1|STAT1|IL4R|CCND2|IL2RB	SARC
KEGG	KEGG_LEISHMANIA_INFECTION	1.16E-05	0.001074603	0.593325476	-0.567505529	-2.126325608	60	FOS|PTGS2|NFKBIA|FCGR3B|FCGR1A|C3|IFNGR2|IL1B|NCF4|IFNGR1|NCF2|STAT1|FCGR2A|ELK1|TLR2|JUN|MAPK13|MARCKSL1|TLR4|FCGR3A|RELA	SARC
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.494736842	0.802944418	0.142056644	-0.25162442	-0.985470724	79	CXCR4|ICAM1|ITK|MMP9|EZR|NCF4|NCF2|PLCG1|PXN|RASSF5|MAPK13	SARC
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.037401764	0.210809945	0.321775918	-0.722123573	-1.632846798	8	YOD1|ALDH2|HADHA|ECHS1	SARC
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.446654611	0.769238497	0.079770592	0.613173982	1.054774391	4	PLA2G6|PLA2G12A	SARC
KEGG	KEGG_LONG_TERM_DEPRESSION	0.215363512	0.56382906	0.105920293	0.433966433	1.210214427	41	PLA2G6|PLCB3|PLCB2|GNA12|ITPR1|ITPR2|GNAZ|PRKG2|PLA2G12A|PRKCB|ARAF|GNAO1|GNAS|GNAQ|ITPR3|GNAI1|IGF1R|PLCB4|RAF1|MAPK1|LYN	SARC
KEGG	KEGG_LONG_TERM_POTENTIATION	0.244764398	0.575453562	0.095287985	0.405698074	1.164134582	50	GRIN1|GRIN2C|PLCB3|PLCB2|RPS6KA2|ITPR1|ITPR2	SARC
KEGG	KEGG_LYSINE_DEGRADATION	0.763085399	0.941055489	0.040988387	0.289750373	0.805693426	40	PLOD3|PLOD1|AASS|SETD1B|DOT1L|EHMT1|NSD2|SETD1A|SETMAR|GCDH|SETD7|SUV39H2|HADH|SUV39H1|SETDB1|OGDH|EHMT2|ASH1L	SARC
KEGG	KEGG_LYSOSOME	0.002542923	0.039415309	0.431707696	0.496707004	1.59103791	106	NPC1|ABCA2|IDUA|NAPSA|TCIRG1|NAGLU|ENTPD4|SCARB2|PLA2G15|SUMF1|TPP1|ARSA|IGF2R|AP1S3|SORT1|AP4B1|ATP6V0A2|NAGA|LAMP1|PSAP|ACP2|GGA2|GALNS|CTSD|MAN2B1|CLTCL1|GGA3|HEXA|CTSA|HGSNAT|CTSO|AP3S2|LGMN|ATP6AP1|GBA|SMPD1|NAGPA|GUSB|CTSW|ACP5|SLC11A2	SARC
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	3.11E-05	0.001929338	0.557332239	-0.389547901	-1.688137747	185	FOS|DDIT3|IL1R2|GADD45B|DUSP2|DUSP1|NTRK1|DUSP8|DUSP10|FAS|MAPK10|JUND|FLNC|IL1B|MKNK2|RASGRP1|RELB|FGFR1|MAP3K20|ECSIT|MYC|IL1R1|DUSP14|ARRB2|DUSP4|HSPA2|GADD45G|HSPA8|ELK1|HSPA1B|NR4A1|PAK1|DUSP16|JUN|LAMTOR3|MRAS|CACNA1D|MAPK13|CHP1|HSPA6|TGFBR1|RASGRP4|MAPK7|RRAS2|RELA|RAC2|RAP1A|CASP3|CDC25B	SARC
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.174537988	0.542303884	0.150169802	-0.833809952	-1.274571148	2	HES1	SARC
KEGG	KEGG_MELANOGENESIS	0.062579821	0.277139208	0.202071709	0.470071513	1.385054297	60	ASIP|WNT10A|FZD3|ADCY7|PLCB3|FZD2|ADCY4|CREB3L2|CREB3L4|FZD1|PLCB2	SARC
KEGG	KEGG_MELANOMA	0.887640449	0.976929725	0.08197788	-0.217071397	-0.748127777	43	E2F1|FGFR1|E2F2|PTEN|PIK3R1|MITF|CDK4|PIK3CA|MAP2K2|PDGFC	SARC
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.213855422	0.56382906	0.165656695	-0.408622722	-1.187636669	21	MGST1|CYP1B1|GSTM5|GSTP1|GSTZ1|GSTM3|MGST3|ALDH3B1|AKR1C1	SARC
KEGG	KEGG_MISMATCH_REPAIR	0.144654088	0.491446485	0.208955028	-0.434207036	-1.267731135	22	RPA3|SSBP1|RPA2|EXO1|PCNA|RFC4|RFC2|POLD3	SARC
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.662921348	0.8856609	0.09854998	-0.259355861	-0.893859467	43	VEGFA|DDIT4|RPS6	SARC
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.010652679	0.082558261	0.380730401	-0.378937842	-1.509390225	87	ICAM1|FCGR3B|LCK|SHC2|TNFRSF10C|FAS|TYROBP|IFNGR2|CD48|MICB|IFNGR1|NCR3|CD247|PLCG1|PAK1|CHP1|ZAP70|FCGR3A|RAC2|CASP3|PIK3R1|SOS1|LCP2|IFNAR1|SH2D1A|PIK3CA|KLRD1|MAP2K2|TNFSF10	SARC
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.127921279	0.46653643	0.134273453	0.419751865	1.278295231	74	GRIN1|DRD4|GRIN2C|GABRR2|P2RY14|P2RX5|TSHR|ADRB2|P2RX7|ADRA2A|VIPR2|P2RY6|LPAR1	SARC
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.210884354	0.56382906	0.257206466	-0.273555018	-1.118958269	107	NFKBIA|CAMK4|NTRK1|SHC2|MAPK10|RIPK2|FOXO3|NFKBIE|PLCG1|IRS2|JUN|MAPK13|GAB1|MAPK7|RELA|RAP1A|PIK3R1|SOS1|MAPK8|BCL2	SARC
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.423822715	0.757990624	0.107554375	-0.379391141	-1.009120804	15	NAMPT|BST1|NT5E	SARC
KEGG	KEGG_NITROGEN_METABOLISM	0.057404985	0.266933182	0.321775918	-0.64469851	-1.596026497	11	CA4|CA1|CTH|GLUL	SARC
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000237239	0.007354418	0.518848078	-0.528860578	-1.932315815	54	CXCL8|NFKBIA|CXCL1|TNFAIP3|MAPK10|RIPK2|IL1B|NLRP3|HSP90AB1|CASP1|MAPK13|BIRC3|CXCL2|CASP5|MEFV|RELA|BIRC2|NAIP|MAPK8|HSP90AA1|NFKBIB|PYCARD	SARC
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.847649919	0.958794466	0.043625124	0.324235367	0.686077786	11	POLM|RAD50|PRKDC|DCLRE1C|LIG4	SARC
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.59922179	0.864301413	0.107140237	-0.261597352	-0.923160137	47	E2F1|FOXO3|FHIT|E2F2|PLCG1|RASSF5|RXRA|PIK3R1|SOS1|CDK4|PIK3CA|MAP2K2	SARC
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.061983471	0.277139208	0.211400189	0.509194411	1.422423393	42	NOTCH4|NOTCH3|DTX4|NOTCH2|KAT2A|NUMBL|LFNG|PSEN2	SARC
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.923913043	0.993340035	0.078089231	-0.213648816	-0.734986081	42	RAD23A|RPA3|RPA2|POLE4|RBX1|CUL4A|GTF2H5|PCNA	SARC
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.134986226	0.477159881	0.138805109	0.464953282	1.298836773	42	MOGS|ALG10B|ALG2|MAN1B1|GANAB|ALG12|MGAT4B|MAN2A2|DOLPP1|STT3A|DPAGT1|MAN1A1|RPN2|MGAT5|MGAT1|ALG10|MGAT3|ALG1|ST6GAL1|RPN1|ALG13|ALG5|RFT1|DDOST	SARC
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.206422018	0.56382906	0.115734448	0.540156945	1.254622211	17	GUCY2D|OR2L13|PRKG2	SARC
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.622282609	0.868990559	0.083836106	-0.344503934	-0.889930483	14	MTHFS|SHMT2|ATIC|TYMS|DHFR|SHMT1|MTHFD2L	SARC
KEGG	KEGG_OOCYTE_MEIOSIS	0.975698663	0.998376623	0.022655622	0.209390379	0.651594873	88	ADCY7|REC8|ADCY4|MAPK12|RPS6KA2|ITPR1|STAG3|AR|ANAPC2|ITPR2|ANAPC5|YWHAG	SARC
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.148264984	0.492451555	0.142056644	0.594782148	1.329940661	14	MAN2C1|ENGASE|NEU3|MAN2B1|HEXA|GBA|MAN2B2	SARC
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.310344828	0.65546476	0.19189224	-0.261094619	-1.037123835	93	SDHD|COX7C|PPA1|UQCRB|COX4I1|NDUFS8|UQCRFS1|NDUFB5|NDUFS5|NDUFS6|COX7A2L|ATP6V1B2|COX5B|UQCRQ|ATP6V0B|NDUFAB1|NDUFA3|SDHB|COX6C|NDUFA2|NDUFA8|UQCRC2|NDUFB10|COX10|COX7A2|NDUFB1|NDUFB2|COX7B|NDUFB9|NDUFB6|NDUFB3|UQCRC1|NDUFS3	SARC
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.811232449	0.941055489	0.043887984	0.323640442	0.735280393	15	ST3GAL2|GALNT3|GALNT7|GALNT2|GALNT10	SARC
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.553571429	0.858181256	0.121543282	-0.262118225	-0.962643894	56	GADD45B|FAS|SESN3|PMAIP1|SESN2|CDK1|STEAP3|GADD45G|GTSE1|CCND2|PTEN|CCNG2|CASP3|CCNB1|BBC3	SARC
KEGG	KEGG_PANCREATIC_CANCER	0.648401826	0.87426557	0.112378519	-0.23953926	-0.915100165	62	VEGFA|MAPK10|E2F1|E2F2|STAT1|TGFBR1|RELA|RAC2|PIK3R1|MAPK8|CDK4|PIK3CA	SARC
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.467532468	0.783432783	0.097544922	-0.40240815	-0.996208397	11	VNN2|VNN1	SARC
KEGG	KEGG_PARKINSONS_DISEASE	0.052986242	0.266363272	0.321775918	-0.322295612	-1.283497877	96	PINK1|SDHD|COX7C|SLC25A6|UBB|UBE2L6|UQCRB|COX4I1|NDUFS8|UQCRFS1|NDUFB5|NDUFS5|NDUFS6|COX7A2L|VDAC1|COX5B|UQCRQ|NDUFAB1|CASP3|VDAC3|NDUFA3|SDHB|COX6C|NDUFA2|NDUFA8|UQCRC2|NDUFB10|COX7A2|NDUFB1|NDUFB2|COX7B|PPID|NDUFB9|NDUFB6|NDUFB3|UBE2L3|UQCRC1|NDUFS3	SARC
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.794676806	0.941055489	0.088894529	-0.237674147	-0.824600865	45	TUBB2A|TUBB4A|EZR|LY96	SARC
KEGG	KEGG_PATHWAYS_IN_CANCER	0.078571707	0.339868314	0.287805131	-0.254381866	-1.129507155	238	CXCL8|FOS|PTGS2|NFKBIA|VEGFA|LEF1|NTRK1|CSF3R|TCF7|LAMB3|BIRC5|FAS|MAPK10|E2F1|MMP9|CDKN2B|FZD5|ETS1|SPI1|FGFR1|MYC|AXIN2|E2F2|PLCG1|STAT1|CDKN1B|HSP90AB1|RASSF5|JUN|RARA|EGLN1|JUP|BIRC3|RXRA|PTEN|GSTP1|TGFBR1|HIF1A|TRAF5|RBX1|RELA|CSF1R|BIRC2	SARC
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.998376623	0.998376623	0.036149193	0.180760277	0.378829106	10	XYLB|GUSB|RPE|UGT2B11|UGP2	SARC
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.562893082	0.858181256	0.097877328	-0.316365197	-0.9236746	22	ALDOB|TKTL1|TKT|RPIA|PRPS1|FBP1|PRPS2	SARC
KEGG	KEGG_PEROXISOME	0.992307692	0.998376623	0.024708631	0.194131582	0.570421103	59	ACOX3|ABCD4|CRAT|PAOX|ABCD1|PEX13|PEX10|PEX11B|NUDT19|ACOX1|ACSL5|PEX6|HSD17B4|ACSL4|FAR1|MLYCD|PMVK	SARC
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.717026379	0.913471962	0.069945874	-0.375793415	-0.798237312	7	HPD	SARC
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.247787611	0.575453562	0.092552886	0.389185233	1.157129993	63	PLCB3|INPP4A|DGKQ|INPP5E|PLCB2|PIK3CG|ITPR1|IPPK|PI4KA|PLCD4|ITPR2|OCRL|DGKZ|PIP4K2B|PLCG2|DGKG|PLCD3|DGKD|PIK3CD|PRKCB|INPPL1|CALM3	SARC
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.002292007	0.038755751	0.431707696	-0.644222339	-1.880901619	22	ALAS2|FECH|BLVRB|HMBS|BLVRA|CPOX|HMOX2|MMAB|HCCS|COX10	SARC
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.532303371	0.839054466	0.058469321	0.35132827	0.949023919	35	SLC27A1|ACOX3|MMP1|PLTP|ME1|FADS2|SLC27A4|CPT1A|LPL|FABP4|PDPK1|ACOX1|PPARA|ACSL5|RXRB|ACSL4	SARC
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.043771678	0.23274244	0.321775918	0.856862427	1.473964277	4	CYP46A1|HSD17B4	SARC
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.411267606	0.754407256	0.07113274	0.386911204	1.030447687	31	AIRE|CIITA|RFXAP|CD4|BLNK|RAG1|TAP2|CD19	SARC
KEGG	KEGG_PRION_DISEASES	0.035187331	0.20452636	0.321775918	-0.486220256	-1.478300669	25	EGR1|IL1B|C1QA|ELK1|C1QC|C1QB|NCAM1	SARC
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.880208333	0.976929725	0.101350744	-0.21103601	-0.805446476	68	PDE3B|MAPK10|CDC26|CDK1|HSP90AB1|MAPK13|MAD2L1|ANAPC13|CDC25B|PLK1|PIK3R1|ANAPC10|CCNB1|MAPK8|HSP90AA1|CDC25C|FZR1|PIK3CA|GNAI3|SPDYC|ANAPC11	SARC
KEGG	KEGG_PROPANOATE_METABOLISM	0.445544554	0.769238497	0.115734448	-0.320472381	-0.985810055	26	LDHA|LDHB|SUCLG2|ALDH2|HADHA|ACAT2|ECHS1|SUCLG1	SARC
KEGG	KEGG_PROSTATE_CANCER	0.161482568	0.520037279	0.249246554	-0.30545139	-1.181506631	74	NFKBIA|LEF1|TCF7|CREB5|E2F1|FGFR1|E2F2|CDKN1B|HSP90AB1|PTEN|GSTP1|RELA|PIK3R1|SOS1|BCL2|HSP90AA1|PIK3CA|MAP2K2|FOXO1|CREB3|TCF7L2|CCNE1|PDGFC	SARC
KEGG	KEGG_PROTEASOME	0.001674318	0.034602574	0.455059867	-0.548718366	-1.849004126	39	PSME4|PSMB3|PSMB7|PSMB9|PSME1|PSMB6|PSMD8|PSME2|PSMB4|PSMB10|PSMD4|POMP|PSMC1|PSMB1|PSMB2|PSMC3|PSMD7|PSMC2|PSMB8|PSMA3|PSMF1|PSMA7|PSMC6|PSMA4|PSMD13|PSMD11|PSME3|PSMC4|PSMD14|PSMD6|PSMA5	SARC
KEGG	KEGG_PROTEIN_EXPORT	0.476608187	0.791510025	0.06568136	0.394307057	0.990239161	22	SEC61A2|SRPRA|SEC61A1|SRPRB|SPCS3	SARC
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.056919664	0.266933182	0.321775918	-0.619048804	-1.550995077	12	CA4|ATP1A3|ATP1B2|ATP1B1	SARC
KEGG	KEGG_PURINE_METABOLISM	0.60210035	0.864301413	0.044240742	0.287424484	0.924221857	113	GUCY2D|ADCY7|PDE1B|NPR2|POLE|ENTPD4|ADCY4|ENTPD6|PDE8B|NME4|PFAS|PAPSS2|PKM	SARC
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.994736842	0.998376623	0.094664622	-0.17407241	-0.684704394	82	CDA|NT5E|CMPK2|ENTPD5|UPP1|POLR3GL|POLR2J|POLE4|DCK|POLR2K|ENTPD1|POLR1E|POLR2C|POLR1D|NT5C3A|POLR3F|POLR2I|NME6|TYMS|POLR2L|NT5C2|RRM2B|DTYMK|RRM1	SARC
KEGG	KEGG_PYRUVATE_METABOLISM	0.88466948	0.976929725	0.03509011	0.261300828	0.696820728	32	ME3|PKM|ME1|HAGHL|ACACA	SARC
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.304054054	0.655304532	0.075118164	0.333842964	1.103050873	146	ARHGEF4|SCIN|APC2|ITGA3|ITGB7|MYL9|TIAM2|ITGB3|ITGA2B|ITGB5|ITGAV|PIK3CG|GNA12|SLC9A1|BAIAP2|VAV2|MYH9|ITGAL|VCL|ACTB|ITGB1|CYFIP1|DIAPH1|SSH1|LIMK1|PIP4K2B|ARHGAP35|ARPC1B|RRAS|PDGFB|ARPC4|ARHGEF7|PIK3CD|ACTN1|WASL|ABI2|ROCK2|EGF|CFL1|ACTG1|ACTN4|ARAF|CSK|PDGFA|ITGA4|ITGB4|ARHGEF1|GIT1	SARC
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.993883792	0.998376623	0.033529717	0.200411347	0.465495316	17	ULK3|ULK1|PIK3R4|ATG4D|ATG7	SARC
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.313636364	0.65546476	0.168238166	-0.292990713	-1.076759266	57	VEGFA|ETS1|PAK1|JUN|EGLN1|HIF1A|GAB1|RBX1|RAP1A|ELOB|PIK3R1|SOS1|PIK3CA|SLC2A1|MAP2K2	SARC
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.145320197	0.491446485	0.183023938	-0.603269641	-1.364097418	8	MME|ANPEP|CTSG	SARC
KEGG	KEGG_RETINOL_METABOLISM	0.320652174	0.662681159	0.125033368	-0.430087625	-1.111012238	14	DGAT2|ALDH1A1	SARC
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.702922078	0.910633739	0.052269332	0.385697483	0.80832711	10	ACP2|ACP6|ACP5|MTMR1|MTMR2|PHPT1|FLAD1	SARC
KEGG	KEGG_RIBOSOME	0.000181441	0.033748004	0.518848078	-0.543982518	-2.175094982	82	RPS4Y1	UCEC
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.013927078	0.099632174	0.380730401	-0.421585398	-1.509283097	50	CXCL8|NFKBIA|ISG15|MAPK10|CXCL10	SARC
KEGG	KEGG_RNA_DEGRADATION	0.617647059	0.868990559	0.110122264	-0.249252591	-0.910702637	54	MPHOSPH6|LSM6|HSPD1|PATL1|CNOT7|LSM2|LSM3|LSM5|EXOSC9|HSPA9|EXOSC4|CNOT6|LSM8|CNOT8|PAPOLA|EXOSC5|ZCCHC7|CNOT2|LSM7|DDX6|PAPOLG|ENO1|WDR61|PNPT1|EXOSC3	SARC
KEGG	KEGG_RNA_POLYMERASE	0.417763158	0.754407256	0.119887845	-0.329784062	-1.002673157	25	POLR3GL|POLR2J|POLR2K|POLR1E|POLR2C|POLR1D|POLR3F|POLR2I	SARC
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.954954955	0.998376623	0.034566432	0.241862863	0.583039378	20	PAPSS2|PAPSS1|HEMK1|MARS2|GGT7|MAT2A|TRMT11	SARC
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.569495695	0.858695652	0.049192752	0.310339866	0.945096385	74	COL4A4|TRAF4|LAMA5|COL4A2|LAMB2|LAMA3|ITGA3|ITGA2B|CASP9|ITGAV|PIK3CG|TRAF2|LAMB1|TRAF1|MAX|ITGB1|COL4A1	SARC
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.829351536	0.95221843	0.08063885	-0.233678748	-0.772994544	36	STX3|VAMP2|STX10|VAMP5|STX7|VAMP4|STX17|USE1|SNAP47|STX8|STX4|STX2|VAMP7|STX5|STX11	SARC
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.047413793	0.244971264	0.248911114	0.580597383	1.511650804	28	SMPD3|UGCG|PLPP3|NEU3|ARSA|SPHK1|SPHK2|SGPP1|GBA|SMPD1|SMPD2	SARC
KEGG	KEGG_SPLICEOSOME	0.002010444	0.037394261	0.431707696	-0.381527561	-1.583036688	123	SRSF5|SNRPD2|BCAS2|SNRPC|SNRPB2|HSPA2|LSM6|SNRPF|HSPA8|MAGOH|HNRNPA1|HSPA1B|SF3B6|SNRPD1|SLU7|HSPA6|CWC15|SRSF3|RBMX|PUF60|SNRPG|LSM2|LSM3|PQBP1|SNRPE|SYF2|SNU13|ALYREF|LSM5|BUD31|PHF5A|SF3B5|SRSF10|USP39|WBP11|PPIL1|PRPF38A|RBM17|ZMAT2|SNRPB|SNW1|HSPA1A|SF3A1|SRSF7|HNRNPA3|PLRG1|SNRPA|XAB2|SF3B2|SF3B4|PRPF18|SF3A2|SF3A3|LSM8|PCBP1|RBM8A|SNRPD3|SMNDC1|RBM22|CRNKL1|NCBP2|DDX5|HNRNPK	SARC
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.610062893	0.866196169	0.093145458	-0.30126071	-0.896742704	23	MGAM|AGL|HK2	SARC
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.465299685	0.783432783	0.070619625	0.447732234	1.00113513	14	DHCR7|CEL|LSS|HSD17B7|LIPA|SC5D|DHCR24	SARC
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.850543478	0.958794466	0.06767604	-0.276788091	-0.71500536	14	CYP1B1|CYP19A1	SARC
KEGG	KEGG_SULFUR_METABOLISM	0.379194631	0.719695932	0.084555744	0.546269713	1.091859577	8	PAPSS2|CHST13|PAPSS1|CHST12	SARC
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.024769216	0.153569139	0.352487858	-0.474326514	-1.565649583	35	FCGR3B|FCGR1A|C3|CD28|CTSG|C1QA|FCGR2A|C1QC|C1QB|SNRPD1|CD86|FCGR3A|SSB|HLA-DPA1|TRIM21|HLA-DQA2|SNRPB	SARC
KEGG	KEGG_TASTE_TRANSDUCTION	0.090909091	0.375757576	0.188204146	0.68534336	1.436311207	10	TAS1R3|ADCY4|PLCB2|ADCY6|GNAS|ITPR3	SARC
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.195298373	0.558853804	0.131457612	0.742172064	1.276675316	4	CSAD|GGT7	SARC
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.586021505	0.864301413	0.086539974	-0.354972116	-0.905226837	13	IDI1|ACAT2|MVK|HMGCR|GGPS1	SARC
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.68907563	0.902592023	0.103197467	-0.24491911	-0.894286654	53	TFDP1|CDKN2B|MYC|ID2|TGFBR1|ACVRL1|RBX1|SMAD6|PPP2CA|E2F4|ID3|RBL2|CUL1|SP1	SARC
KEGG	KEGG_THYROID_CANCER	0.007126877	0.065651626	0.407017919	-0.539544856	-1.682537185	27	LEF1|NTRK1|TCF7|MYC	SARC
KEGG	KEGG_TIGHT_JUNCTION	0.341493268	0.688705234	0.073438141	0.345930437	1.073157055	86	MYH7B|MYH3|MYH11|MYL9|EPB41L1|PRKCE|JAM2|JAM3|LLGL2|TJP1|CLDN15|MYH9|SRC|ACTB|SYMPK|EPB41L3|CTTN|AKT2|MPDZ|RRAS|TJAP1|CLDN5|PRKCB|CTNNA1|EXOC4|ACTN1|ACTG1|ACTN4|PPP2R2D|PARD6A|TJP2|PARD3|PRKCQ|SPTAN1	SARC
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.029341258	0.176047548	0.352487858	-0.359541284	-1.390729996	74	CXCL8|FOS|NFKBIA|MAPK10|CXCL10|IL1B|LY96|STAT1|CCL4|TLR2|JUN|MAPK13|CD86|TLR4|RELA|PIK3R1|TICAM1|TLR8|MAPK8|CD14|IFNAR1	SARC
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.194968553	0.558853804	0.178219875	-0.406508564	-1.186861382	22	CYP1B1|ALDH2|HADHA|CAT|ACAT2|WARS2|ECHS1|IDO1	SARC
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.582781457	0.864301413	0.098890301	-0.293557	-0.917774455	29	SOCS3|MAPK10|HK2|IRS2|CACNA1D|SOCS2|PIK3R1|MAPK8	SARC
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.748344371	0.934890613	0.084555744	-0.265715218	-0.830730112	29	FAS|CD28|IL1B|LTA|CD86|HSPD1	SARC
KEGG	KEGG_TYROSINE_METABOLISM	0.996996997	0.998376623	0.064794337	-0.169174106	-0.477469157	19	HPD	SARC
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.00028549	0.007585889	0.498493109	-0.456643559	-1.818937095	90	FOS|NFKBIA|CD3E|CD8B|CD8A|CD3D|CD3G|LCK|ITK|CD28|PDCD1|RASGRP1|CD247|NFKBIE|PLCG1|PAK1|JUN|MAPK13|CHP1|BCL10|ZAP70|RELA|MALT1|NCK1|PIK3R1	SARC
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.917293233	0.993340035	0.12267919	-0.19339343	-0.807904598	126	SOCS3|CDC34|UBE2D1|CDC26|UBE2B|UBE2S|UBE2M|UBE2D3|UBE2L6|BIRC3|CDC20|RBX1|UBE2H|UBE2N|BIRC2|ANAPC13|CUL4A|ELOB|CUL3|ANAPC10	SARC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.227350427	0.56382906	0.116739205	0.642666115	1.24303862	7	VARS2|LARS2|BCAT2|BCAT1	SARC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.797297297	0.941055489	0.082205492	-0.242669872	-0.806060738	37	ACADSB|ALDH2|HADHA|ACAA2|HSD17B10|DLD|ACAT2|ECHS1|HIBADH	SARC
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.007765246	0.065651626	0.407017919	0.513696037	1.556781401	71	ADCY7|RAMP3|NPR2|PLA2G6|MYH11|KCNMB1|PLCB3|MYL9|CACNA1F|ADCY4|PRKCE|PLCB2|ACTA2|GNA12|ITPR1|MYL6B|PPP1R12B|PPP1R14A|ITPR2	SARC
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.992917847	0.998376623	0.029848497	0.188636805	0.515063545	37	CREB3L2|CREB3L4|DYNC1I1|DYNC1H1|DCTN1|RAB11B|DYNC2LI1|ADCY9|ADCY6|DCTN2|GNAS|DCTN6|DYNLL2|ADCY3|RAB5B	SARC
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.629464286	0.868990559	0.112843356	-0.251859694	-0.924968866	56	PTGS2|VEGFA|SHC2|PLCG1|PXN|MAPK13|CHP1|SH2D2A	SARC
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.500685871	0.802944418	0.060248409	0.348556443	0.972029179	41	SEC61A2|TCIRG1|PDIA4|SEC61A1|ATP6V0A2|TJP1|ACTB|PLCG2|ATP6AP1|PRKCB|ADCY9|ACTG1|ARF1|TJP2|GNAS|ATP6V0E1|ATP6V1F|SLC12A2	SARC
KEGG	KEGG_VIRAL_MYOCARDITIS	0.436363636	0.765694683	0.064214088	0.35541568	1.022920647	51	MYH7B|MYH3|MYH11|CASP9|HLA-E|MYH9|HLA-DRB5|ITGAL|ACTB|ABL1|HLA-DRB1|CD40|HLA-A|HLA-DQA1|DAG1|HLA-C|EIF4G2|ACTG1|HLA-DOA|HLA-DMB|ABL2|CASP8	SARC
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.792697291	0.941055489	0.031853465	0.258138267	0.825225275	104	LRP5|WNT10A|FZD3|APC2|PLCB3|FZD2|PRICKLE2|FZD1|PLCB2	SARC
KEGG	KEGG_ABC_TRANSPORTERS	0.554561717	0.852466772	0.068151344	-0.335042673	-0.943943349	25	ABCD2|ABCA1|ABCC5|ABCB8|TAP1|ABCG2|ABCA7|ABCA2|ABCD4	SKCM
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.811764706	0.933955805	0.047258734	-0.238578731	-0.7898055	53	LEF1|TCF7|PIM2|RARA|JUP|NRAS|TCF7L2|RELA|MYC|PIK3R5|SOS1|SPI1	SKCM
KEGG	KEGG_ADHERENS_JUNCTION	0.050615441	0.213965272	0.321775918	0.388162409	1.398720006	62	TJP1|PTPRB|ERBB2|FGFR1|NECTIN1|ACTB|ACTG1|WASF3|ACTN4|VCL|TCF7L1|SRC|CTNND1|MAPK3|ACTN1|PTPRF|PTPRM	SKCM
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.222033898	0.561894659	0.117765788	-0.355449158	-1.168959204	51	TNFRSF1B|NFKBIA|SOCS3|NFKBIE|TNFRSF1A|PRKAB2|SLC2A1|NFKBIB|ACSL3|MAPK10|RELA|JAK2|PRKAB1|STK11	SKCM
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.38963964	0.717554188	0.099927697	0.400451635	1.061012436	16	ASS1|ABAT|DDO|ASL|GPT2|GOT2	SKCM
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.906040268	0.958889084	0.055364284	0.231857536	0.6852382	24	SLC9A3R2|PIK3CG|MAPK3|PRKCB|INSR	SKCM
KEGG	KEGG_ALLOGRAFT_REJECTION	0.002587636	0.020307304	0.431707696	-0.64941805	-1.829659021	25	FAS|CD28|HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DQB1|HLA-DMB|CD86|HLA-DOA|HLA-DMA|HLA-DPA1|HLA-DRA	SKCM
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.411157025	0.735338525	0.091679525	0.521952183	1.062133472	6	ACOX1|FADS2|PLA2G12A	SKCM
KEGG	KEGG_ALZHEIMERS_DISEASE	0.829333333	0.940585366	0.067992259	0.207681242	0.846350613	126	NOS1|LPL|ATP2A2|ATP2A3|CACNA1F|CASP9|GRIN2D|GAPDH|RYR3|MAPK3|NDUFA4|MT-CYB|MT-ATP6|MT-CO2|APP|MT-ATP8|ITPR2|PSEN2|APAF1|MT-CO3|ADAM10|CALM3|PPP3R1|MT-CO1|GNAQ|BID|CYCS|CAPN1|PLCB4|ITPR1|CDK5R1|CASP8	SKCM
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.719489982	0.922931977	0.056529953	-0.307549421	-0.809123066	19	MARS2|WARS2|IARS2|VARS2|FARS2	SKCM
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.106382979	0.353701826	0.211400189	0.403906063	1.306532401	37	CHIT1|PGM1|GPI|CYB5R3|HK3	SKCM
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.66380789	0.888260918	0.057487741	-0.273574156	-0.862426281	41	TNFRSF1B|NEFL|TNFRSF1A|BCL2|CASP3|PPP3CC|TOMM40|NEFH	SKCM
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.00054048	0.008377437	0.477270815	-0.559424992	-1.872779	55	CD8B|HSPA5|CD8A|CTSS|HLA-DRB5|CD74|CD4|HLA-DRB1|HLA-DQA2|HLA-DQB1|CTSB|HLA-DMB|HLA-DOA|HLA-DMA|CTSL|TAP1|LTA|HLA-DPA1	SKCM
KEGG	KEGG_APOPTOSIS	0.11	0.353701826	0.172324345	-0.36562663	-1.288777003	77	IL1RAP|NTRK1|NFKBIA|FAS|CSF2RB|MAP3K14|TNFRSF10C|TNFRSF1A|BCL2|CASP3|PPP3CC	SKCM
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.230425056	0.563935005	0.135002034	0.3987754	1.17855189	24	PTGIS|GPX3|LTC4S|ALOX12|AKR1C3|PTGS1|ALOX5|GPX1	SKCM
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.107476636	0.353701826	0.208955028	0.40974145	1.315924966	35	NOS1|ASS1|ARG1|MAOA|NOS3|ALDH7A1|MAOB|GAMT|GATM	SKCM
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.026678264	0.137837696	0.352487858	0.444833211	1.493559202	43	DES|PKP2|ITGB4|ATP2A2|ITGA2B|CACNA1F|RYR2|ITGB3|ITGB5|ACTB|ACTG1|ACTN4|CACNB3|TCF7L1|GJA1|ACTN1|ITGAV|CACNB1|LAMA2|ITGB1|LMNA	SKCM
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.752066116	0.92909699	0.060378636	0.349145812	0.762921868	8	ALDH7A1|UGT2B11|ALDH3A2	SKCM
KEGG	KEGG_ASTHMA	0.004811926	0.034423777	0.407017919	-0.714433212	-1.773898108	15	HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DQB1|HLA-DMB|HLA-DOA|HLA-DMA|HLA-DPA1|HLA-DRA|HLA-DQA1	SKCM
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.029527676	0.144530202	0.352487858	-0.561144836	-1.585010976	26	FAS|CD28|HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DQB1|HLA-DMB|CD86|HLA-DOA|HLA-DMA|HLA-DPA1|HLA-DRA	SKCM
KEGG	KEGG_AXON_GUIDANCE	0.052013837	0.214990527	0.321775918	0.368617275	1.364858293	75	NTN4|PLXNB3|SEMA3G|EFNB2|EPHA2|SEMA6C|CXCL12|SEMA4D|SRGAP1|GNAI1|ABLIM3|LIMK1|EPHA4|SEMA3D|MAPK3|CFL1|PLXNA3	SKCM
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.489908257	0.790188539	0.075694631	-0.362929806	-0.98543306	22	LEF1|TCF7|FZD5	SKCM
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.428816467	0.745419278	0.079131665	-0.34758245	-1.022527298	29	TAF7L|GTF2A2|TBPL1|GTF2B|TBP|TAF7|TAF6L|GTF2H1|GTF2F1|GTF2E2|GTF2F2|GTF2H2|TAF4B|GTF2H3	SKCM
KEGG	KEGG_BASE_EXCISION_REPAIR	0.322654462	0.666819222	0.112843356	0.352578279	1.10992423	32	PCNA|POLE|OGG1|POLE3|FEN1|POLD1|MBD4|APEX2|NTHL1|UNG|XRCC1|LIG1|LIG3	SKCM
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.266816143	0.590807175	0.124434169	0.461078618	1.189023372	14	ABAT|ALDH7A1|ALDH3A2|DPYD|MLYCD|HIBCH|ACADM	SKCM
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.76731794	0.92909699	0.052375908	-0.289650213	-0.746508542	17	HACD2|YOD1|ELOVL6|PECR|ACAA1|ACOT2	SKCM
KEGG	KEGG_BLADDER_CANCER	0.098445596	0.345488318	0.186432558	-0.439916606	-1.35269818	37	CXCL8|VEGFA|E2F1|CDH1	SKCM
KEGG	KEGG_BUTANOATE_METABOLISM	0.630196937	0.888260918	0.071827629	0.312404382	0.895689455	22	ABAT|ALDH7A1|BDH1|PDHA1|ALDH3A2|HADH	SKCM
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.014506711	0.089941606	0.380730401	-0.442168522	-1.523704161	69	JUN|FOS|NFKBIA|LILRB3|CD79A|IFITM1|NFKBIE|CD19|MALT1|FCGR2B|PPP3CC|NRAS|CD22|NFKBIB|CD81|VAV3|RELA|CD72|PIK3R5|SOS1	SKCM
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.184143223	0.503685873	0.164405756	0.300309595	1.143865089	85	NOS1|PLCD3|ATP2A2|NOS3|ATP2A3|ERBB2|CACNA1F|RYR2|TNNC2|GNA11|GRIN2D|SLC8A3|RYR3|PLCD1|ADRB2|PHKA2|SPHK2|PRKCB|ITPR2|TBXA2R|P2RX1|CAMK2G|PLCG2|PLCD4|CALM3|PPP3R1|GNAQ|HRH2|PLCB4|GNAS|HTR2A|RYR1|ITPR1	SKCM
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.114014252	0.35943476	0.204294757	0.38521586	1.294955752	44	ATP2A2|SLC9A1|CACNA1F|RYR2|TPM4|TPM2|CACNB3|TPM1|MT-CYB|CACNB1|MT-CO2	SKCM
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.000630356	0.008808512	0.477270815	-0.524779964	-1.818699567	71	ICAM1|PDCD1|VCAN|CD8B|SELL|NLGN1|CD8A|CDH1|CD28|SELPLG|HLA-DRB5|CD4|HLA-DRB1|HLA-DQA2|HLA-DQB1|ITGB7|ITGB2|HLA-DMB|CD86|PTPRC|HLA-DOA|HLA-DMA|CD2|ITGA4|HLA-DPA1|MPZL1|CD58|HLA-DRA|ICAM3|SIGLEC1|HLA-DQA1|CD22|CD6|ITGAL	SKCM
KEGG	KEGG_CELL_CYCLE	0.7725	0.92909699	0.068311086	0.216362207	0.879345971	115	CDC25A|ORC6|ORC1|PLK1|PCNA|CDC6|CCNB2|CDKN2D|MCM4|ANAPC5|YWHAG|CDC7|CDC14B|BUB1B|CCND1|MCM7|BUB1|MCM2|CCND3|CDC23|TGFB2|ESPL1|MAD2L1|MCM3|YWHAH|CDC20|CCNA2	SKCM
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.078492936	0.291993721	0.199915231	-0.335220343	-1.27964527	129	CXCL8|CXCL1|CXCR4|CCR7|NFKBIA|CCL3L3|CCR1|ITK|CXCR1|CXCL10|FOXO3|GNG8|CXCR3|TIAM1|SHC2|NRAS|ADCY7|ELMO1|CRK|RAP1A|NFKBIB|VAV3|RELA|PIK3R5|ARRB2|SOS1|FGR|PF4V1	SKCM
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.701365188	0.918689612	0.054680849	-0.249977832	-0.857763128	67	NFKBIA|E2F1|TGFBR1|CDKN1B|GAB2|CDKN1A|SHC2|NRAS|CRK|RELA|MYC|PIK3R5|SOS1|E2F3|E2F2|SMAD3|CDK4|BCL2L1	SKCM
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.025818404	0.137206373	0.352487858	-0.678557055	-1.577050394	11	BHLHE40|NR1D1|PER1|CRY2|CRY1	SKCM
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.926315789	0.96794796	0.0431902	-0.226920558	-0.653889204	27	PC|SUCLG2|DLST|ACO1|SDHA|IDH3B|IDH3G|DLAT|DLD	SKCM
KEGG	KEGG_COLORECTAL_CANCER	0.154761905	0.431840796	0.144630528	-0.367433252	-1.232341871	57	JUN|FOS|LEF1|TCF7|TGFBR1|BCL2|CASP3|RALGDS	SKCM
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.02759378	0.138714679	0.352487858	-0.518617387	-1.525682428	29	PLAU|PLAUR|CFD|C5AR1|SERPINA1|F5	SKCM
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.646319569	0.888260918	0.060903935	-0.313787218	-0.866996559	23	CTH|LDHB|SMS|DNMT3A|MAT2B|ENOPH1|GOT1	SKCM
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	2.05E-09	1.27E-07	0.77493903	-0.604182694	-2.250706505	114	CXCL8|OSM|TNFRSF25|CXCL1|IL1RAP|TNFRSF1B|VEGFA|CXCR4|CCR7|IL7R|CSF3R|CCL3L3|FAS|IFNGR1|CD27|RELT|CSF1|GHR|IL2RG|TNFRSF13C|TNFSF8|CSF2RB|LTB|ACVR1B|IL15|CCR1|PDGFC|IFNGR2|IL10RB|IL10RA|CXCR1|IL13RA1|CXCL10|LTA|TGFBR1|TNFRSF10C|TNFRSF1A|LTBR|TNFSF13B|IL4R|IFNAR1|IL1R2|CXCR3|IL12RB1|CSF1R	SKCM
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.656690141	0.888260918	0.059221919	-0.281796493	-0.870818356	38	NFKBIA|IRF7|CXCL10|IRF3|NFKBIB|RELA|RIPK3|POLR1C	SKCM
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.000911219	0.010592916	0.477270815	0.535456591	1.817373375	46	DES|ITGB4|ATP2A2|ITGA2B|CACNA1F|RYR2|ITGB3|ITGB5|TPM4|ACTB|ACTG1|TPM2|CACNB3|ADCY6|TPM1|ITGAV|CACNB1|LAMA2|ITGB1|TGFB2|LMNA	SKCM
KEGG	KEGG_DNA_REPLICATION	0.107476636	0.353701826	0.208955028	0.409927155	1.316521374	35	PCNA|POLE|RNASEH2A|MCM4|POLA2|POLE3|MCM7|MCM2|FEN1|MCM3|POLD1|RFC3|RNASEH2C|PRIM2|MCM5|RPA1|RFC5|LIG1	SKCM
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.772209567	0.92909699	0.063784539	0.298790861	0.795906406	17	PIWIL4|NOTCH3|MAPK3|NOTCH4|GRB2|KRAS	SKCM
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.066371681	0.257190265	0.261663522	0.502230595	1.423418078	21	GSTA1|FMO2|MAOA|MAOB|FMO5|GSTM1|UGT2B11	SKCM
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.256017505	0.580722634	0.125639921	0.403761128	1.157616876	22	TK1|CDA|UMPS|UGT2B11|NAT1|UCK2|IMPDH1	SKCM
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	1.82E-09	1.27E-07	0.788186811	0.720796938	2.480488282	49	LAMA3|COL6A3|COL4A2|LAMB2|COL3A1|SDC4|COL5A1|GP5|VWF|HSPG2|COL1A1|COL4A1|ITGB4|LAMB1|ITGA2B|COL6A1|ITGB3|ITGB5|LAMC1|THBS1|COL1A2|TNXB|COL6A2|FN1|AGRN|GP1BA|RELN|LAMA5|SDC3|ITGAV|LAMA4|LAMA2|ITGB1	SKCM
KEGG	KEGG_ENDOCYTOSIS	0.303430079	0.656255753	0.12687573	0.253125487	1.060908182	156	CLTCL1|DNM1|ASAP3|EHD2|PLD1|HLA-E|GRK5|AGAP1|EHD3|CHMP3|ARAP3|HSPA1A|SRC|PIP4K2B|PSD3|ADRB2|PARD6A|RAB11B|HSPA1L|GRK3|HLA-A|RET|KDR|EPN2|CHMP6|ASAP2|VPS37C|RAB11FIP1|NEDD4|EGF|RAB5C|FLT1|GRK2|DNM3|EHD1|AP2M1|RAB5B|EPN1|DNM1L|AGAP2|PSD4|VPS45	SKCM
KEGG	KEGG_ENDOMETRIAL_CANCER	0.80656304	0.933955805	0.04879897	-0.246576546	-0.789008357	46	LEF1|TCF7|CDH1	SKCM
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.003398035	0.025281379	0.431707696	-0.505385765	-1.682597824	54	CXCL8|CXCL1|JUN|NFKBIA|TCIRG1|MAP3K14|CXCR1|CASP3|ATP6V0B	SKCM
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.223549488	0.561894659	0.117765788	-0.338496222	-1.161501307	67	NRG1|JUN|AREG|GAB1|CDKN1B|EREG|CDKN1A|SHC2|NRAS|NCK1|CRK|MAPK10|MYC|PLCG1|PIK3R5|SOS1	SKCM
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.463587922	0.76849733	0.076873673	-0.39130709	-1.008506373	17	CHPT1|PLA2G7|LPCAT2	SKCM
KEGG	KEGG_FATTY_ACID_METABOLISM	0.470167064	0.76849733	0.092259726	0.329836834	1.00334148	29	ALDH7A1|ACSL1|ACOX1|CPT1A|ACAA2|ACSL4|ACADVL|ALDH3A2|CPT2|HADH	SKCM
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.955773956	0.982176551	0.057246114	0.196475877	0.69074462	55	PIK3CG|MAPK3|MAPK12|SYK|AKT2|PRKCB|AKT1|RAF1|FCER1G|GRB2|PLCG2	SKCM
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.118686869	0.361897665	0.206587923	0.322015207	1.224469387	83	DNM1|ASAP3|PLPP3|PLD1|PIK3CG|LIMK1|GSN|ARPC1B|WASF3|PIP4K2B|MAPK3|PLPP1|ARPC4|MYO10|SYK|CFL1|SPHK2|AKT2|PRKCB|AKT1	SKCM
KEGG	KEGG_FOCAL_ADHESION	2.45E-08	1.14E-06	0.733761988	0.51548621	2.130169691	140	LAMA3|COL6A3|COL4A2|LAMB2|COL3A1|COL5A1|VWF|MYL9|COL1A1|FLNC|COL4A1|ITGB4|TLN2|LAMB1|FLNA|ERBB2|ITGA2B|COL6A1|PARVA|ITGB3|TLN1|ITGB5|ZYX|LAMC1|THBS1|PIK3CG|COL1A2|ACTB|ACTG1|VEGFC|TNXB|ACTN4|VCL|COL6A2|FN1|SRC|DIAPH1|MAPK3|ACTN1|RELN|LAMA5|ITGAV|LAMA4|AKT2|LAMA2|PRKCB|CCND1|ITGB1|SHC1|AKT1|CCND3	SKCM
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.662721893	0.888260918	0.064214088	-0.424064341	-0.862895586	7	ALPL	SKCM
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.823809524	0.940052585	0.062800398	0.253106235	0.76624601	28	PFKP|HK3|PFKM|ALDOA|ALDOB|MTMR2|PFKL|TPI1|PFKFB4	SKCM
KEGG	KEGG_GALACTOSE_METABOLISM	0.590707965	0.888260918	0.075694631	0.324391411	0.919387637	21	PFKP|PGM1|GANC|HK3|PFKM|B4GALT2|PGM2|PFKL	SKCM
KEGG	KEGG_GAP_JUNCTION	0.235294118	0.568372804	0.143758989	0.315713672	1.13057646	61	TJP1|GNAI1|GNA11|TUBB6|TUBB4B|TUBB|ADCY6|SRC|MAPK3|GJA1|TUBA1B|PRKCB|ITPR2|RAF1|TUBA1C|LPAR1|PRKG2|GRB2|EGF|GNAQ|KRAS|TUBA1A|PLCB4|PDGFA|GNAS|HTR2A|ITPR1|PRKG1	SKCM
KEGG	KEGG_GLIOMA	0.942857143	0.979728651	0.056411839	0.201749148	0.697754558	50	PIK3CG|MAPK3|AKT2|PRKCB|CCND1|SHC1|AKT1|RAF1|CAMK2G|GRB2|PLCG2|CALM3|EGF|KRAS|PDGFA|ARAF|MAPK1|PDGFB|PIK3CD|SOS2|PRKCA|IGF1R	SKCM
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.792321117	0.933955805	0.050092287	-0.260059294	-0.791931908	36	GGT7|ANPEP|GSTM5|GCLC|MGST1|SMS|MGST3|GPX7|GSTZ1	SKCM
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.319148936	0.666819222	0.115734448	0.341279593	1.103951849	37	MGLL|LPL|ALDH7A1|CEL|PLPP3|AGPAT1|DGKG|PLPP1|DGKH|DGKZ|LIPC	SKCM
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.136134454	0.408403361	0.154190967	-0.389035297	-1.287886042	53	ACHE|MBOAT7|CHPT1|PEMT|ADPRM|GPAT3|LPCAT2|PHOSPHO1|PCYT1B|DGKA|LCLAT1	SKCM
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.471014493	0.76849733	0.077073673	-0.381362568	-0.989656778	18	ALAS2|CTH|SARDH	SKCM
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.002455447	0.020307304	0.431707696	0.536504439	1.777414395	40	ENO2|ALDH7A1|PFKP|PGM1|GPI|PKM|HK3|GAPDH|PFKM|ALDOA|PGK1|ALDOB|ALDH3B1|PGAM1|PGM2|PDHA1|PFKL|TPI1|ALDH3A2	SKCM
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.321492007	0.666819222	0.097215081	-0.445851696	-1.149082877	17	CHST7|CHPF2|CHST11|CHST15|CHST14|B3GAT3|XYLT1	SKCM
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.34009009	0.677002896	0.108394256	0.430438096	1.126627057	15	XYLT2|EXT2|B3GAT1|NDST1|GLCE|HS3ST3B1	SKCM
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.799618321	0.933955805	0.053787281	-0.335735772	-0.736339496	9	B4GALT3|B4GALT1	SKCM
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.523297491	0.817927171	0.07113274	-0.379443001	-0.956542326	16	SGSH|GALNS|HEXB	SKCM
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.340782123	0.677002896	0.096562955	-0.499744047	-1.137375205	10	ST6GALNAC4|HEXB|ST3GAL5|GLB1	SKCM
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.907335907	0.958889084	0.048505984	-0.289909167	-0.616066993	8	HEXB|GLA|GBGT1	SKCM
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.092473118	0.330769231	0.216542837	0.584433497	1.438137187	12	ABO|FUT7|FUT1|ST3GAL3|FUT4|B4GALT2	SKCM
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.344262295	0.677002896	0.094664622	-0.419415569	-1.103428548	19	PIGA|PIGC|PIGT|PIGF|PIGP|PIGV|PIGB	SKCM
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.600739372	0.888260918	0.065831196	-0.378085204	-0.901091553	13	AFMID|MTHFD2L|ACO1|GLYCTK|PGP|GRHPR	SKCM
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.849753695	0.952133658	0.062939469	0.21984059	0.799575962	65	CACNA1F|PLD1|GNA11|ADCY6|SRC|MAPK3|MAPK12|PRKCB|ITPR2|ATF4|RAF1|CAMK2G|GRB2|CALM3|GNAQ|KRAS|PLCB4|GNAS|ITPR1|PLA2G12A	SKCM
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.002027265	0.018853561	0.431707696	-0.654358976	-1.843579501	25	FAS|CD28|HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DQB1|HLA-DMB|CD86|HLA-DOA|HLA-DMA|HLA-DPA1|HLA-DRA	SKCM
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	1	1	0.050498304	0.154346431	0.420571395	18	SMO|WNT11|FBXW11|GSK3B|BMP8B|CSNK1G2	SKCM
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	2.97E-05	0.000613442	0.575610261	-0.591604578	-2.009348516	63	IL7R|CD5|CD3E|CSF3R|ANPEP|CD3D|CD3G|CD8B|CD7|CSF1|CD14|CD44|CD8A|FCGR1A|HLA-DRB5|CD4|HLA-DRB1|MME|CD19|TFRC|CD2|CD1C|ITGA4|CD55|MS4A1|IL4R|HLA-DRA|IL1R2|CSF1R|KITLG|CD1D	SKCM
KEGG	KEGG_HISTIDINE_METABOLISM	0.608200456	0.888260918	0.075694631	0.339035492	0.903108346	17	MAOA|ALDH7A1|MAOB|HAL|ALDH3B1|ALDH3A2	SKCM
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.368539326	0.698033944	0.103197467	0.365688091	1.062413288	23	RAD51|XRCC2|RAD51D|RAD50|XRCC3|POLD1|BLM|RPA1|MUS81	SKCM
KEGG	KEGG_HUNTINGTONS_DISEASE	0.782841823	0.933388327	0.07113274	0.211573753	0.873371681	137	CLTCL1|DLG4|PPARG|CASP9|DNAL4|NDUFA4|MT-CYB|DNAL1|POLR2G|GPX1|MT-ATP6|MT-CO2|HTT|POLR2E|TGM2|MT-ATP8|NRF1|HIP1|APAF1|DCTN1|MT-CO3|IFT57|POLR2I|SOD2|MT-CO1|TAF4|GNAQ|CYCS|AP2M1|PLCB4|ITPR1|DCTN2|CASP8	SKCM
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.002145009	0.018998647	0.431707696	0.531489868	1.78667582	44	DES|ITGB4|ATP2A2|ITGA2B|CACNA1F|RYR2|ITGB3|ITGB5|TPM4|ACTB|ACTG1|TPM2|CACNB3|TPM1|ITGAV|CACNB1|LAMA2|ITGB1|TGFB2|LMNA	SKCM
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.044370683	0.195941852	0.321775918	0.413201862	1.40840934	48	IMPA2|PLCD3|PIK3CG|INPP1|PLCD1|OCRL|PIP4K2B|INPPL1|PI4KA|PLCG2|PLCD4|INPP4B|TPI1|CDIPT|PIK3C2A|PLCB4	SKCM
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.658914729	0.888260918	0.078089231	0.230463079	0.922748638	111	PYGB|SOCS1|LIPE|PIK3CG|PRKAR2B|HK3|PRKAR1B|PPP1R3D|GYS1|ACACA|PDE3A|MAPK3|PHKA2|AKT2|PTPRF|SHC1|AKT1|ACACB|INSR|RAF1|FLOT2|GRB2|FASN|CALM3	SKCM
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	2.47E-05	0.000613442	0.575610261	-0.728274529	-2.120844873	28	CXCR4|CD28|HLA-DRB5|TNFRSF13C|HLA-DRB1|HLA-DQA2|HLA-DQB1|ITGB7|IL15|HLA-DMB|CD86|HLA-DOA|HLA-DMA|MAP3K14|ITGA4|HLA-DPA1|LTBR|TNFSF13B|HLA-DRA	SKCM
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.038646223	0.175321889	0.321775918	-0.398474507	-1.425616177	82	OSM|IL7R|CSF3R|SOCS3|IFNGR1|GHR|IL2RG|CSF2RB|IL15|IFNGR2|IL10RB|IL10RA|SOCS2|IL13RA1|IL4R|IFNAR1|IL12RB1	SKCM
KEGG	KEGG_LEISHMANIA_INFECTION	1.40E-07	5.19E-06	0.690132459	-0.660839764	-2.234291711	60	JUN|FOS|NFKBIA|PTGS2|IFNGR1|FCGR1A|HLA-DRB5|HLA-DRB1|HLA-DQA2|FCGR2A|HLA-DQB1|ITGB2|CYBA|HLA-DMB|IFNGR2|HLA-DOA|HLA-DMA|ITGA4|MARCKSL1|HLA-DPA1|FCGR3B|TLR2|HLA-DRA|C3|FCGR3A|HLA-DQA1	SKCM
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.260545906	0.583873957	0.133554955	0.293459251	1.102438114	79	JAM2|RAPGEF3|MYL9|CDH5|CXCL12|GNAI1|PIK3CG|JAM3|MMP9|ACTB|ACTG1|ACTN4|VCL|CTNND1|ACTN1|MAPK12|CLDN5|PRKCB|ITGB1|PXN|CLDN15|PLCG2|MSN|PECAM1|AFDN	SKCM
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.768595041	0.92909699	0.059348768	0.338790863	0.74029517	8	ALDH7A1|ALDH3A2	SKCM
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.610074627	0.888260918	0.065532103	-0.5165209	-0.908175267	4	ALOX15|PLA2G6|PLA2G4A	SKCM
KEGG	KEGG_LONG_TERM_DEPRESSION	0.00682456	0.047013637	0.407017919	0.495765202	1.656674208	42	NOS1|GNAI1|GNA11|GNA12|GNAZ|MAPK3|PRKCB|ITPR2|RAF1|PRKG2|GNAO1|GNAQ|KRAS|PLCB4|GNAS|RYR1|ITPR1|PRKG1|PLA2G12A|ARAF|GNAI2|MAPK1	SKCM
KEGG	KEGG_LONG_TERM_POTENTIATION	0.6	0.888260918	0.07998588	0.270026968	0.920393973	48	RAPGEF3|RPS6KA2|GRIN2D|MAPK3|PRKCB|ITPR2|ATF4|RAF1|CAMK2G|CALM3|PPP3R1|GNAQ|KRAS|PLCB4|ITPR1|ARAF|MAPK1|PPP1CA|CREBBP	SKCM
KEGG	KEGG_LYSINE_DEGRADATION	0.254716981	0.580722634	0.131457612	0.343570824	1.138234254	40	PLOD1|ALDH7A1|AASS|PIPOX|PLOD3|TMLHE|SETMAR|NSD2|EHMT1|ALDH3A2|OGDH|SUV39H1	SKCM
KEGG	KEGG_LYSOSOME	0.001528001	0.015184964	0.455059867	-0.450888472	-1.664725503	104	SGSH|GAA|MCOLN1|FUCA1|SLC11A1|CTSS|NEU1|GM2A|CTSW|DNASE2|CTSO|CTSB|CTSZ|LAPTM4A|ACP5|PPT1|CTSH|GALNS|IGF2R|TCIRG1|HEXB|CTNS|CTSL|AP1S2|ASAH1|GLA|ATP6V0B|LAPTM5|CTSC|ABCA2|AP1S3|AP3M2|ATP6V0A1|AGA|ARSB|LAPTM4B|CTSF|GALC	SKCM
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.023955217	0.135020313	0.352487858	-0.34079413	-1.359580485	185	JUN|DDIT3|GADD45B|NTRK1|FOS|DUSP2|DUSP1|DUSP10|DUSP8|FAS|CD14|JUND|RELB|MKNK2|CACNA2D4|NR4A1|RASGRP1|MAP3K14|GADD45G|MAP3K12|TGFBR1|TNFRSF1A|CASP3|MAPK7|DUSP5|DUSP16|PPP3CC|IL1R2|CDC25B|HSPA2|NF1|NRAS|MAP2K5|MAP3K8|CRK|RAP1A|MAP3K20|NFKB2|ECSIT|DUSP4|MAPK10|DUSP14|RELA|MYC|MAP4K3	SKCM
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.460652591	0.76849733	0.081302735	-0.690619469	-1.036908828	2	HES1|HHEX	SKCM
KEGG	KEGG_MELANOGENESIS	0.813445378	0.933955805	0.047164246	-0.23818934	-0.788516438	53	LEF1|TCF7|MITF|FZD5	SKCM
KEGG	KEGG_MELANOMA	0.771378709	0.92909699	0.051322333	-0.254030828	-0.802817711	43	E2F1|CDH1|PDGFC|MITF	SKCM
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.517699115	0.816034198	0.082664645	0.342915904	0.971889611	21	GSTA1|AKR1C3|AKR1C1|GSTM1|UGT2B11	SKCM
KEGG	KEGG_MISMATCH_REPAIR	0.503282276	0.800089772	0.08359906	0.340008736	0.974833445	22	PCNA|MSH2|MSH6|POLD1|RFC3|RPA1|EXO1|RFC5|LIG1	SKCM
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.612847222	0.888260918	0.061840604	-0.282044555	-0.890836913	42	VEGFA|DDIT4	SKCM
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.034259291	0.159305702	0.321775918	-0.389306894	-1.409335082	87	ICAM1|FAS|IFNGR1|ITGB2|IFNGR2|LCK|CD48|CD247|TNFRSF10C|FCGR3B|CASP3|TYROBP|NCR3|PPP3CC|IFNAR1|SHC2|CD244|NRAS|FCGR3A|ITGAL|TNFRSF10A|VAV3|PLCG1|ICAM2|PIK3R5|SOS1	SKCM
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.14548495	0.41631078	0.1482615	-0.369177985	-1.257661191	64	C5AR1|FPR1|FPR2|CYSLTR1|GHR|VIPR1|P2RX4|TRHR|LPAR6|P2RY6|P2RY8|OXTR|PTGER4|GRID1|P2RY13	SKCM
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.198653199	0.527849928	0.125033368	-0.318642239	-1.175028082	107	JUN|CAMK4|NTRK1|NFKBIA|NFKBIE|RIPK2|GAB1|BCL2|SH2B1|FOXO3|MAPK7|SHC2|NRAS|MAP2K5|BEX3|CRK|RAP1A|NFKBIB|MAPK10|RELA|PLCG1|PIK3R5|SOS1	SKCM
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.554054054	0.852466772	0.07998588	0.351910408	0.932400535	16	NNMT|NMNAT3|NT5M	SKCM
KEGG	KEGG_NITROGEN_METABOLISM	0.022469024	0.130601202	0.352487858	-0.687237534	-1.597224899	11	CA4|CTH|CA1|GLUL	SKCM
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.001551152	0.015184964	0.455059867	-0.5243581	-1.745763058	54	CXCL8|CXCL1|TNFAIP3|NFKBIA|RIPK2|NLRP3	SKCM
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.84141791	0.948507463	0.050396432	-0.305285421	-0.70952102	11	POLM|POLL	SKCM
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.890214797	0.958889084	0.059221919	0.217328563	0.741428608	47	ERBB2|PIK3CG|CASP9|MAPK3|AKT2|PRKCB|CCND1|AKT1|RAF1|GRB2|PLCG2|EGF|RXRB|KRAS	SKCM
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.634844869	0.888260918	0.07588869	0.269072715	0.894401556	41	JAG2|JAG1|NOTCH3|RBPJ|RFNG|MAML3|DTX1|PSEN2|NOTCH4	SKCM
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.996569468	1	0.038796221	-0.169331267	-0.533806763	41	GTF2H5|RAD23A|RPA3|CUL4A|RBX1|ERCC8|ERCC4	SKCM
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.861575179	0.958455962	0.060771945	0.226504777	0.752905122	41	ALG10B|MGAT4B|ALG10|MAN2A2|GANAB|MGAT5|B4GALT2|ST6GAL1|RPN2	SKCM
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.630824373	0.888260918	0.061976274	-0.343696278	-0.866427991	16	OR2B6	SKCM
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.396860987	0.723687681	0.09854998	0.415934298	1.072605803	14	TYMS|DHFR|GART|SHMT1|MTHFD1L|MTHFD1|MTFMT	SKCM
KEGG	KEGG_OOCYTE_MEIOSIS	0.644501279	0.888260918	0.078711381	0.239144823	0.910891353	85	PLK1|RPS6KA2|CCNB2|ADCY6|ANAPC5|YWHAG|MAPK3|MAPK12|ITPR2|BUB1|CDC23|FBXO5|ESPL1|MAD2L1|YWHAH|CDC20|CAMK2G|CALM3|PPP3R1|ANAPC7|CCNE1|PTTG1|MAD2L2|ANAPC1|ITPR1|FBXW11	SKCM
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.045298385	0.195941852	0.321775918	-0.657077187	-1.566013948	13	MAN2B2|FUCA1|NEU1|HEXB|ENGASE|AGA|GLB1	SKCM
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.970074813	0.985977679	0.057246114	0.185955478	0.727363869	92	MT-ND3|MT-ND4L|MT-ND1|MT-ND6|MT-ND5|NDUFA4|MT-CYB|MT-ND4|COX17|MT-ATP6|MT-CO2|MT-ATP8|MT-ND2|ATP6AP1|MT-CO3	SKCM
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.403153153	0.728024141	0.097877328	0.393477134	1.042533219	16	GALNT15|GALNT12|GALNT10|B4GALT5|GCNT1|GALNT2	SKCM
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.904040404	0.958889084	0.042417005	-0.215882554	-0.718745046	54	GADD45B|FAS|GADD45G|CASP3|SESN2|CDKN1A|BBC3|MDM4|SESN3|ATM|CCNE2	SKCM
KEGG	KEGG_PANCREATIC_CANCER	0.740648379	0.92909699	0.070281284	0.23903559	0.861350441	62	ERBB2|PLD1|RAD51|PIK3CG|CASP9|VEGFC|MAPK3|STAT3|AKT2|CCND1|AKT1|TGFB2|RAF1|TGFB1|EGF	SKCM
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.356343284	0.68329743	0.094050347	-0.468417001	-1.088658956	11	VNN2|VNN1|PPCDC	SKCM
KEGG	KEGG_PARKINSONS_DISEASE	0.893129771	0.958889084	0.062112419	0.206460283	0.808101785	94	MT-ND3|MT-ND4L|CASP9|MT-ND1|MT-ND6|MT-ND5|NDUFA4|MT-CYB|MT-ND4|UBA7|LRRK2|MT-ATP6|MT-CO2|MT-ATP8|APAF1|UBA1|MT-ND2|MT-CO3	SKCM
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.204467354	0.535646871	0.124434169	-0.371883771	-1.189289145	45	TUBB2A|CD14|CDH1|EZR	SKCM
KEGG	KEGG_PATHWAYS_IN_CANCER	0.214285714	0.553571429	0.112843356	-0.271643378	-1.110394276	231	CXCL8|JUN|VEGFA|NTRK1|FOS|NFKBIA|PTGS2|CSF3R|LEF1|TCF7|FAS|E2F1|CDH1|CDKN2B|MITF|FZD5|TGFBR1|BCL2|CDKN1B|CASP3|RARA|RALGDS|ETS1|TRAF5|TRAF1|SLC2A1|HSP90B1|JUP|FOXO1|CDKN1A|CSF1R|STK36	SKCM
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.709205021	0.921738266	0.063784539	0.351698194	0.806965705	9	CRYL1|UGT2B11|RPE	SKCM
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.06345733	0.25112901	0.266350657	0.496559493	1.423677538	22	PFKP|PGM1|GPI|PFKM|ALDOA|G6PD|ALDOB|PGM2|H6PD|PFKL|RPE	SKCM
KEGG	KEGG_PEROXISOME	0.25	0.580722634	0.135002034	0.316010104	1.134176989	59	CRAT|ACSL1|PIPOX|ACOX1|NUDT19|FAR2|ABCD1|DDO|PEX11B|PEX10|PAOX|ACSL4|PEX26|IDH1|CROT|IDH2|HSD17B4|PEX5|AGPS|SOD2	SKCM
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.155555556	0.431840796	0.158514105	0.643519004	1.363049954	7	MAOA|MAOB|PRDX6|ALDH3B1|GOT2	SKCM
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.024996356	0.136744772	0.352487858	0.408912535	1.481598315	63	IMPA2|PLCD3|PIK3CG|INPP1|PLCD1|OCRL|DGKG|PIP4K2B|DGKH|PRKCB|DGKZ|ITPR2|INPPL1|CDS2|PI4KA|PLCG2|PLCD4|CALM3|DGKD|INPP4B|CDIPT|PIK3C2A|PLCB4|ITPR1	SKCM
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.002620297	0.020307304	0.431707696	-0.681413223	-1.850184542	22	ALAS2|UGT2B28|HMBS|FECH|PPOX|CPOX|BLVRB	SKCM
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.001424476	0.015184964	0.455059867	0.559330751	1.796345719	35	MMP1|FABP4|LPL|PPARG|ACSL1|PLTP|FABP5|ACOX1|FADS2|CPT1A	SKCM
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.251923077	0.580722634	0.117765788	-0.72744057	-1.194772623	3	CYP27A1	SKCM
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	1.04E-05	0.000321952	0.593325476	-0.716477085	-2.107751349	29	IL7R|CD3E|CD3D|CD8B|CD8A|IL2RG|CD79A|TNFRSF13C|CD4|CD19|PTPRC|LCK|TAP1	SKCM
KEGG	KEGG_PRION_DISEASES	0.309481216	0.661649497	0.099927697	-0.398234588	-1.121979142	25	HSPA5|EGR1|NOTCH1	SKCM
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.427884615	0.745419278	0.098212335	0.278935793	1.018707511	67	CDC25A|PLK1|GNAI1|PIK3CG|RPS6KA2|CCNB2|ADCY6|ANAPC5|PDE3A|MAPK3|MAPK12|AKT2|AKT1|BUB1|CDC23|MAD2L1|RAF1|CCNA2	SKCM
KEGG	KEGG_PROPANOATE_METABOLISM	0.416107383	0.737104506	0.095603149	0.338749998	1.021726154	26	ABAT|ALDH7A1|ACACA|ACACB|PCCB|ALDH3A2|MCEE	SKCM
KEGG	KEGG_PROSTATE_CANCER	0.291390728	0.637631476	0.098890301	-0.319895717	-1.114132653	73	NFKBIA|LEF1|TCF7|E2F1|PDGFC|BCL2|CREB5|CDKN1B|HSP90B1|FOXO1|CDKN1A|NRAS|TCF7L2|RELA|CCNE2|PIK3R5|SOS1|AR|E2F3|E2F2|HSP90AB1	SKCM
KEGG	KEGG_PROTEASOME	0.340869565	0.677002896	0.092552886	-0.347149663	-1.07949465	39	PSME4|PSMB10|PSME2|POMP|PSMB1|PSMD8|PSMB3|PSMB9|PSME1|PSMC1|PSMD4|PSMD13|PSMD7|PSMB6|PSMA5|PSMB8|SEM1|PSMD3|PSMA7|PSMB4|PSMA3|PSMD11	SKCM
KEGG	KEGG_PROTEIN_EXPORT	0.198181818	0.527849928	0.130777138	-0.466811758	-1.254206709	21	HSPA5|SEC11C|IMMP2L|SPCS2|SRPRB	SKCM
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.759704251	0.92909699	0.054680849	-0.329708837	-0.785796019	13	CA4|ATP1B1	SKCM
KEGG	KEGG_PURINE_METABOLISM	0.813021703	0.933955805	0.046881986	-0.224680147	-0.832433671	109	PDE3B|AK5|PDE4B|ADPRM|PDE6H|ENTPD5|FHIT|DCK	SKCM
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.345864662	0.677002896	0.114266502	0.277301979	1.053093229	82	TK1|TYMS|NME4|NT5M|POLE|DUT|CDA|UMPS|POLA2|POLR2G|POLR2E|POLE3|NUDT2|ENTPD6|UCK2|POLD1|POLR2I|POLR3A|RRM1|POLR1B	SKCM
KEGG	KEGG_PYRUVATE_METABOLISM	0.953051643	0.982176551	0.055249566	0.195343802	0.604873904	31	ALDH7A1|PKM|ACACA|ACACB|PDHA1|ALDH3A2	SKCM
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.0333584	0.159093907	0.321775918	0.319796378	1.322958173	142	MYL9|ITGB4|APC2|ITGA2B|SLC9A1|ITGB3|FGFR1|ITGB5|ENAH|MYH9|PIK3CG|GNA12|LIMK1|GSN|ACTB|ACTG1|ARPC1B|ACTN4|VCL|FN1|PIP4K2B|DIAPH1|MAPK3|ACTN1|ARPC4|SSH1|CYFIP1|ITGAV|CFL1|RRAS|ITGB1|SSH3|ABI2	SKCM
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.914742451	0.961254779	0.044329345	-0.241904004	-0.623453383	17	GABARAPL1	SKCM
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.467687075	0.76849733	0.074175897	-0.29633643	-0.993888791	57	JUN|VEGFA|GAB1|ETS1|SLC2A1|NRAS|CRK|RAP1A|RBX1|HIF1A|PIK3R5|SOS1	SKCM
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.349420849	0.677002896	0.097215081	-0.528905125	-1.123941659	8	ANPEP|MME	SKCM
KEGG	KEGG_RETINOL_METABOLISM	0.492805755	0.790188539	0.074362538	-0.39701082	-0.973580015	14	DGAT2|UGT2B28	SKCM
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.731182796	0.92909699	0.063642408	0.339087363	0.795532619	10	ACP6|ACP2|MTMR2|RFK|PHPT1	SKCM
KEGG	KEGG_RIBOSOME	0.001253015	0.075950952	0.455059867	-0.566055414	-2.079971574	82	RPS4Y1|RPL6|UBA52|RPS18|RPS12|RPL9|RPL39|RPS27L|RPL32|RPL31|RPL35A|RPL21|RPL38|RPS15A|RPS6|RPS16|RPL5|RPS3A|RPS9|RPL27|RPL7|RPL30|RPL34|RPL22|RPL13|RPL10A|RPS20|RPS8|RPL37|RPS3|RPS27A|RPL23A|RPS28|RPL11|RPS27|RPS24|RPL10|RPS7|RPS17|RPL8|RPS13|RSL24D1|RPS29|RPL29|RPS21|RPL15|RPL14|RPL4|RPL24|RPL36|RPS5|RPL19|RPL37A|RPL27A|RPL13A|RPL18A|RPS25|RPL26|RPL18|RPL23|RPL35|RPS11|RPS15|RPL36AL|RPLP2|RPS19|RPL28|RPS4X|RPL7A	BRCA
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.012853632	0.082440538	0.380730401	-0.484089453	-1.578991428	50	CXCL8|NFKBIA|ISG15|IRF7|CXCL10	SKCM
KEGG	KEGG_RNA_DEGRADATION	0.99754902	1	0.055135176	0.148493924	0.522381923	54	ENO2|EXOSC7|DCP2|EDC4|EXOSC3|EDC3|LSM1|TTC37|C1D|EXOSC8|LSM4|CNOT9|CNOT1|LSM2|ENO1|DIS3|CNOT6|CNOT6L|DDX6|LSM8|XRN1|ENO3|PAPOLG|EXOSC10|CNOT3|HSPD1|DCP1B|EXOSC1|PAPOLA|CNOT10|WDR61|EXOSC5|PARN|DCP1A|LSM6|LSM3|LSM7|CNOT8|XRN2|EXOSC2|HSPA9|SKIV2L|CNOT7|PNPT1|LSM5|ZCCHC7|EXOSC9|CNOT4|CNOT2|EXOSC6|EXOSC4|PATL1|DCPS	SKCM
KEGG	KEGG_RNA_POLYMERASE	0.884875847	0.958889084	0.056886416	0.241259966	0.718286453	25	POLR2G|POLR2E|POLR2I|POLR3A|POLR1B	SKCM
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.138433515	0.408708474	0.159646702	-0.498293236	-1.326121588	20	GGT7|CTH|MARS2|METTL2B|HEMK1|BUD23|MAT2B	SKCM
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.1175	0.361897665	0.206587923	0.335773199	1.239501334	72	LAMA3|COL4A2|LAMB2|COL4A1|LAMB1|ITGA2B|LAMC1|PIK3CG|CASP9|MAX|FN1|LAMA5|ITGAV|LAMA4|AKT2|LAMA2|CCND1|ITGB1|AKT1|APAF1|CKS1B	SKCM
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.057125847	0.230987119	0.321775918	-0.49385916	-1.488516599	33	BNIP1|VAMP2|STX2|STX7|SNAP47|STX17|STX11|TSNARE1|USE1|VAMP8|GOSR1|STX5|STX10|STX4	SKCM
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.228070175	0.563935005	0.118287526	-0.418704071	-1.206528284	27	NEU1|SGPL1|ASAH1|SGPP1|GLA|SMPD3|SMPD2|GALC|KDSR|GLB1|ACER2|SGMS1	SKCM
KEGG	KEGG_SPLICEOSOME	0.141025641	0.409855769	0.147331214	-0.320745415	-1.210412642	121	SRSF5|USP39|BCAS2|SRSF7|DDX5|SNW1|ZMAT2|SNRNP70|PQBP1|BUD31|PRPF38B|HSPA2|RBMX|SF3A1|WBP11|CWC15|XAB2|SRSF3|HNRNPA1|SLU7|TRA2A|SF3A2|SMNDC1|SNRPD2|NCBP2|MAGOHB|HNRNPK|PPIH|CTNNBL1|HSPA8|SNRPA1|SF3B1|HNRNPA1L2|TCERG1|LSM5|HSPA6|PRPF18|RBM22|PRPF4|SF3B6|HNRNPU|TRA2B|SYF2|SRSF10|SNRPB2|THOC1|SF3B5|PRPF3|SNRPC|SNRPA	SKCM
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.384269663	0.714741573	0.100633389	0.363244793	1.055314911	23	PYGB|PGM1|GPI|GANC|HK3|GYS1|UGT2B11|GBE1|PGM2L1|PGM2	SKCM
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.652466368	0.888260918	0.071305299	0.332611206	0.85773333	14	DHCR7|CEL|SC5D|DHCR24|LSS	SKCM
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.687635575	0.907093737	0.067051258	0.322604772	0.814780012	13	STS|AKR1C3|AKR1C1|UGT2B11|HSD17B3	SKCM
KEGG	KEGG_SULFUR_METABOLISM	0.238383838	0.568453768	0.125033368	0.574809883	1.217515848	7	PAPSS2|SULT1A1|PAPSS1|SUOX|CHST12	SKCM
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.019678345	0.118070067	0.352487858	-0.524362715	-1.590619703	35	CD28|FCGR1A|HLA-DRB5|HLA-DRB1|HLA-DQA2|FCGR2A|HLA-DQB1|HLA-DMB|CD86|HLA-DOA|HLA-DMA|HLA-DPA1|FCGR3B|FCGR2B|HLA-DRA|C3|FCGR3A|HLA-DQA1	SKCM
KEGG	KEGG_TASTE_TRANSDUCTION	0.683884298	0.907093737	0.064940768	0.378885403	0.827906136	8	ADCY6|GNB1|GNAS	SKCM
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.09141791	0.330769231	0.202071709	-0.800349834	-1.407218805	4	GGT7	SKCM
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.371534196	0.698033944	0.091107313	-0.454230789	-1.082569546	13	IDI1|MVD|HMGCR|GGPS1|PDSS2|ACAT2|DHDDS|MVK	SKCM
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.110294118	0.353701826	0.211400189	0.36891399	1.297790469	54	DCN|ID1|ACVRL1|THBS1|ACVR2B|SMAD6|MAPK3|TGFB2|ACVR1|LTBP1|ZFYVE9|TGFB1	SKCM
KEGG	KEGG_THYROID_CANCER	0.071929825	0.273039742	0.222056046	-0.488402171	-1.40736877	27	NTRK1|LEF1|TCF7|CDH1	SKCM
KEGG	KEGG_TIGHT_JUNCTION	0.000183856	0.003419728	0.518848078	0.482624966	1.83281329	84	JAM2|MYL9|TJP1|EPB41L1|MPDZ|MYH11|MYH9|GNAI1|MAGI3|JAM3|ACTB|ACTG1|ACTN4|SRC|ACTN1|PARD6A|CTTN|EPB41L2|AMOTL1|AKT2|CLDN5|SPTAN1|RRAS|PRKCB|MAGI1|PRKCQ|AKT1|RAB13|CLDN15|EXOC4|AFDN|PPP2R2D	SKCM
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.000663006	0.008808512	0.477270815	-0.508987752	-1.766512805	72	CXCL8|JUN|FOS|NFKBIA|CD14|CD86|IRF7|CXCL10|TLR8|TLR2|TICAM1|LY96|IFNAR1	SKCM
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.440449438	0.751592619	0.092552886	0.347646962	1.009999399	23	MAOA|ALDH7A1|MAOB|INMT	SKCM
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.713603819	0.921738266	0.069945874	0.276712288	0.841740182	29	SOCS1|PKM|PIK3CG|HK3|MAPK3	SKCM
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.000778503	0.009653432	0.477270815	-0.633453443	-1.863510191	29	FAS|CD28|HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DQB1|HLA-DMB|CD86|HLA-DOA|HLA-DMA|LTA|HLA-DPA1|HLA-DRA	SKCM
KEGG	KEGG_TYROSINE_METABOLISM	0.434878587	0.748957567	0.092259726	0.371237316	1.02486616	19	TPO|MAOA|MAOB|FAH|ALDH3B1	SKCM
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	2.86E-05	0.000613442	0.575610261	-0.541597295	-1.961704051	90	JUN|FOS|PDCD1|NFKBIA|CD3E|CD3D|CD3G|CD8B|CD8A|CD28|CD4|NFKBIE|PTPRC|LCK|RASGRP1|MAP3K14|ITK|CD247|MALT1	SKCM
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.8896	0.958889084	0.0408229	-0.20683953	-0.781180088	123	SOCS3|CDC34|UBE2E2|UBE2B|SYVN1|UBE4A|UBE2H|ANAPC13|UBE2M|NEDD4L|FBXO2|FZR1|UBE2D1|UBE2D3|CUL4A|RBX1|ERCC8|UBE2L3|UBE2G1|UBE2D2|ANAPC10|UBE2I|CDC16|ELOB|UBE2K|CUL1|CUL3|MAP3K1|ELOC|UBE2R2|RCHY1|MGRN1|CDC26|BIRC3|PIAS1|UBE2J2|PIAS4|UBE2E1|UBE2G2|ITCH|CBLB|UBE2S|UBE2N	SKCM
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.968441815	0.985977679	0.046508405	-0.254243754	-0.517340866	7	IARS2|VARS2|LARS2	SKCM
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.593380615	0.888260918	0.078920964	0.281434313	0.910367738	37	ABAT|ALDH7A1|BCAT1|ACAA2|PCCB|ALDH3A2|MCEE|HADH	SKCM
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.000305409	0.00516419	0.498493109	0.500852097	1.845895475	71	NPR1|RAMP3|MYL9|RAMP2|KCNMB4|KCNMB1|MYH11|CACNA1F|GNA11|GNA12|CALD1|ADCY6|CALCRL|MAPK3|PRKCB|ITPR2|PRKCQ|RAF1|CALM3|PPP1R14A|GNAQ|PLCB4|GNAS|ITPR1|MYL6B|PRKG1|PLA2G12A|ROCK2|ACTA2|ARAF|PPP1R12B	SKCM
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.870855148	0.958455962	0.045770446	-0.24170717	-0.736046065	36	AQP3|VAMP2|CREB5|DCTN4|DYNC2LI1	SKCM
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.62745098	0.888260918	0.077884011	0.256399021	0.904027806	56	NOS3|PIK3CG|CASP9|HSPB1|SRC|MAPK3|MAPK12|SPHK2|MAPKAPK2|AKT2|PRKCB|AKT1|KDR|RAF1|PXN|PLCG2|NFATC1|PPP3R1|NFATC2	SKCM
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.870283019	0.958455962	0.059731798	0.228740674	0.757807274	40	TJP1|ACTB|ACTG1|SEC61A1|PRKCB|ARF1|ATP6AP1|PLCG2|SLC12A2|TJP2|ATP6V0E1|GNAS	SKCM
KEGG	KEGG_VIRAL_MYOCARDITIS	0.010057209	0.066808601	0.380730401	-0.481339078	-1.564868928	49	ICAM1|CD28|HLA-DRB5|HLA-DRB1|HLA-DQA2|HLA-DQB1|ITGB2|HLA-DMB|CD86|HLA-DOA|HLA-DMA|CD55|HLA-DPA1|CASP3|HLA-DRA|CAV1|HLA-DQA1|ITGAL|HLA-F	SKCM
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.774247492	0.92909699	0.049192752	-0.231311058	-0.849272718	99	JUN|LEF1|TCF7|FZD5|PORCN|PPP2R5B	SKCM
KEGG	KEGG_ABC_TRANSPORTERS	0.090909091	0.385011828	0.202071709	-0.489408596	-1.362437676	26	ABCA7|TAP1|ABCD2|ABCA1|ABCC5|ABCB10|ABCB8|ABCC10|ABCA2|ABCG2|ABCC4|ABCD4	STAD
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.845238095	1	0.053021251	-0.247433532	-0.789801908	53	LEF1|TCF7|PIM2	STAD
KEGG	KEGG_ADHERENS_JUNCTION	0.066532258	0.317344253	0.248911114	0.406072862	1.357445114	63	TJP1|PTPRB|MET|PTPRM|TCF7L1|CTNND1|FGFR1|ERBB2|AFDN|INSR	STAD
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.062745098	0.317344253	0.252961123	-0.430588113	-1.365433535	51	NFKBIA|TNFRSF1B|SOCS3|MAPK10|IRS2|NFKBIE|PRKAB2|TNFRSF1A|JAK2|IRS1|ADIPOR1|PRKAB1|RELA|STK11|ACSL3|NFKBIB	STAD
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.125550661	0.428152902	0.186432558	0.55456058	1.373134895	16	ASS1|ABAT|ASL|CAD|GPT2|GLUD1	STAD
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.674255692	0.987589368	0.057730855	-0.30984834	-0.860384553	24	ATP1B2|ATP1A3|IRS2|NR3C2|PIK3R1|IRS1|NEDD4L|PIK3CB|PIK3R5	STAD
KEGG	KEGG_ALLOGRAFT_REJECTION	0.417439703	0.740640394	0.08479851	-0.369934084	-1.029839152	26	FAS|CD28|CD86|HLA-DQA2|HLA-F|HLA-DMB|CD40LG|HLA-B|GZMB|HLA-DMA|HLA-G|HLA-DPA1|HLA-DRB1|HLA-DRA|HLA-DOA|HLA-C	STAD
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.675159236	0.987589368	0.066896628	0.434640937	0.845561899	6	ACOX1|ACOX3|FADS2	STAD
KEGG	KEGG_ALZHEIMERS_DISEASE	0.924528302	1	0.051426492	0.212051957	0.785211798	128	NOS1|COX7A1|LPL|CACNA1C|PLCB1|CASP9|PSEN2|TNF|APOE|RYR3	STAD
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.782417582	1	0.061436411	0.295553009	0.764378738	19	DARS2|VARS2|SEPSECS|FARSA|TARS2|NARS2|CARS2|MARS2	STAD
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.995661605	1	0.049590196	0.166461728	0.493460403	36	HK3|PGM1|GALK1|AMDHD2|UGDH|GALK2|NAGK|GMPPB|GMDS|CYB5R3|GPI|GNE|UAP1|PGM2	STAD
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.712355212	0.993244867	0.059731798	-0.280513623	-0.845813136	41	NEFL|TNFRSF1B|CASP3|CCS|MAP2K6|TNFRSF1A|MAP2K3|PPP3CC|CHP1|RAB5A|BCL2L1|RAC1|MAPK14	STAD
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.006723639	0.069477604	0.407017919	-0.505974369	-1.615058066	53	CD8B|CD8A|HSPA5|TAP1|HSPA2|CD74|CTSS|TAPBP|HLA-DQA2|HLA-F|CTSB|HLA-DMB|NFYB|LTA	STAD
KEGG	KEGG_APOPTOSIS	0.121568627	0.428152902	0.178219875	-0.359449564	-1.230802201	78	IL1RAP|NFKBIA|NTRK1|FAS|CSF2RB|CASP3|TNFRSF10C	STAD
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.394431555	0.731284602	0.100990587	0.395053544	1.04138965	24	PTGIS|LTC4S|GPX3|AKR1C3	STAD
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.048593509	0.272520078	0.321775918	0.5073854	1.500738716	35	NOS1|ASS1|MAOA|ALDH7A1|NOS3|ALDH1B1|ASL|GATM|ALDH3A2	STAD
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.69519833	0.987589368	0.064648457	0.282380641	0.86493206	43	TCF7L1|CACNA1C|DSP|GJA1|ITGB4|CACNA2D2|CACNB3|PKP2|CTNNB1|ACTB|ACTN4|ITGA6	STAD
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.146443515	0.455367232	0.166933849	0.660423499	1.34577873	7	ALDH7A1|ALDH1B1|ALDH3A2|UGDH|ALDH9A1	STAD
KEGG	KEGG_ASTHMA	0.879562044	1	0.047353425	-0.277840933	-0.686606925	16	FCER1A|HLA-DQA2|HLA-DMB|CD40LG|HLA-DMA|HLA-DPA1|HLA-DRB1|HLA-DRA|HLA-DOA	STAD
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.752767528	1	0.055021112	-0.292251582	-0.819129337	27	FAS|CD28|CD86|HLA-DQA2|HLA-F|HLA-DMB|CD40LG|HLA-B|GZMB	STAD
KEGG	KEGG_AXON_GUIDANCE	0.005242262	0.069477604	0.407017919	0.467243904	1.617288622	79	SEMA3F|NTN4|SEMA3G|NRP1|MET|SEMA6A|SEMA5A|EPHA2|EFNB2|CXCL12|EPHB4|SEMA4C|GNAI1|ABL1|SEMA6C|DPYSL2|ABLIM2|PLXNB3|LIMK1|HRAS|PLXNB2|PLXNA1|SEMA4F|ABLIM3|SEMA4D	STAD
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.665914221	0.987589368	0.070619625	0.327458381	0.864654056	23	GLI3|TCF7L1|FZD1|APC2|SMO|CTNNB1	STAD
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.93877551	1	0.045134422	-0.231372015	-0.661563561	29	GTF2B|GTF2A2|TAF7|TBPL1|GTF2H1|TAF6|GTF2E2|TAF4B|TAF5L	STAD
KEGG	KEGG_BASE_EXCISION_REPAIR	0.399558499	0.731284602	0.097215081	0.360473384	1.041229041	32	NTHL1|SMUG1|OGG1|POLD2|PARP1|PCNA|APEX2|UNG|POLD4|LIG3|POLD3|MBD4|POLE4	STAD
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.126086957	0.428152902	0.184706471	0.553548742	1.358446657	15	ALDH7A1|ALDH1B1|ABAT|ALDH3A2|MLYCD|DPYD|ALDH9A1|SRM	STAD
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.297247706	0.65819135	0.103958472	-0.455643272	-1.134620163	17	HACD2|YOD1|ELOVL6|FADS1|SCD|PECR|HSD17B12|ELOVL5|TECR	STAD
KEGG	KEGG_BLADDER_CANCER	0.009562518	0.074618575	0.380730401	-0.545843876	-1.646527371	38	CXCL8|VEGFA|E2F1|CDH1|CDKN1A|E2F3|MMP9	STAD
KEGG	KEGG_BUTANOATE_METABOLISM	0.150812065	0.459853182	0.173747839	0.486584071	1.282670724	24	ALDH7A1|ALDH1B1|BDH2|ABAT|BDH1|ALDH3A2|ACAT1|PDHB|ACADS|HMGCL|ALDH9A1	STAD
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.021780229	0.130681371	0.352487858	-0.43955193	-1.462334678	69	FOS|JUN|NFKBIA|IFITM1|LILRB3|CD79A|CD19|NFKBIE|DAPP1|SOS1|PIK3R1|NFAT5|PPP3CC|CHP1|NRAS|RELA|BCL10|RAC1|PIK3CB|MALT1|PIK3R5|NFKBIB	STAD
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.36122449	0.722518553	0.09854998	0.292841548	1.032216757	88	NOS1|PHKA1|GNA11|CACNA1C|NOS3|ADRB2|ERBB2|PLCD3|PLCB1|PDGFRB|RYR3|PLCG2|ATP2B4|PLCD4|PLCD1|SLC25A4|SPHK2|PLCB3	STAD
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.886554622	1	0.053457214	0.24060239	0.751200005	46	COX7A1|CACNA1C|CACNA2D2|CACNB3|SLC9A1	STAD
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.010430086	0.077599837	0.380730401	-0.46240494	-1.565197501	72	ICAM1|CD8B|SELL|CD8A|VCAN|NLGN1|CD2|CDH1|CD28|PDCD1|SELPLG|PTPRC|MPZL1|CD86|NCAM1|ITGB2|SIGLEC1|CD274|HLA-DQA2|ITGB7|ITGA4|CD6|HLA-F|ICAM2|ALCAM|HLA-DMB|CLDN15	STAD
KEGG	KEGG_CELL_CYCLE	0.236742424	0.595055283	0.120985142	-0.300905908	-1.110685824	115	GADD45B|E2F1|MCM6|CDKN2B|TFDP1|CDC25C|GADD45G|CDKN1A|ANAPC10|E2F3|CDKN1B|ESPL1|CHEK1|DBF4|CDC16|CDC25B|RBX1|GADD45A|RAD21|FZR1|E2F2|MYC	STAD
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.009124928	0.074618575	0.380730401	-0.378878161	-1.41557435	131	CXCL8|CXCR4|CXCL1|NFKBIA|CCR7|CXCL10|CXCR1|CCR1|CCL3L3|CXCR3|ITK|FOXO3|STAT1|CXCL16	STAD
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.584466019	0.923041686	0.069613344	-0.277808854	-0.929668761	67	NFKBIA|E2F1|CDKN1A|E2F3|TGFBR1|CDKN1B|SOS1|PIK3R1|GAB2|E2F2|MYC|NRAS|RELA|BCL2L1|RB1|PIK3CB|PIK3R5	STAD
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.146892655	0.455367232	0.157402899	-0.59351724	-1.333940585	11	PER1|BHLHE40|CRY1	STAD
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.981549815	1	0.042845051	-0.209077446	-0.586006988	27	PC|SDHA|DLST|SUCLG2|DLD|IDH3G|PCK2|ACO2|SDHC|SUCLG1|IDH2|MDH1|CS|IDH3B|DLAT|SDHB|FH|OGDH|ACO1|ACLY|PDHA1|IDH3A|SUCLA2|IDH1|PDHB|MDH2|SDHD	STAD
KEGG	KEGG_COLORECTAL_CANCER	0.075848303	0.352694611	0.23112671	-0.413345836	-1.344403489	57	FOS|JUN|LEF1|TCF7|MAPK10|CASP3|TGFBR1|RALGDS|BIRC5	STAD
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.197026022	0.532231142	0.132846301	-0.419889527	-1.208613384	31	PLAUR|C5AR1|PLAU|CFD|F5|SERPINA1	STAD
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.715563506	0.993244867	0.055942859	-0.301282354	-0.822563191	23	LDHB|MAT2B|SMS|LDHA|ENOPH1|AMD1|CTH	STAD
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	1.27E-06	0.00011829	0.643551836	-0.545683129	-2.020363764	120	CXCL8|OSM|TNFRSF25|CXCR4|IL1RAP|CXCL1|VEGFA|CSF3R|TNFRSF1B|IL7R|IL1R2|FAS|CCR7|IL2RG|CXCL10|CXCR1|CCR1|IFNGR1|CCL3L3|CSF1|CSF2RB|TNFSF14|RELT|IL13RA1|TNFRSF10C|TNFSF8|IFNGR2|ACVR1B|CXCR3|PDGFC|CD27|TNFSF13B|TGFBR1|CXCL16|IL4R|IL1B|IL15|IL6R|LTBR|TNFSF4|PDGFB|CXCR2|LTA|TNFRSF1A|LTB|KITLG|IL10RB|IFNAR1	STAD
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.377079482	0.722518553	0.090263548	-0.349169095	-1.053261741	38	NFKBIA|CXCL10|IRF7|POLR3F|IL1B|POLR1D	STAD
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.869747899	1	0.054343439	0.244591377	0.763654275	46	CACNA1C|ITGB4|CACNA2D2|TNF|CACNB3|ADCY6|ACTB|ITGA6|ITGA9|SLC8A1|ITGAV|ACTG1|LAMA2|TPM4	STAD
KEGG	KEGG_DNA_REPLICATION	0.967462039	1	0.050908287	0.207502852	0.613749555	35	RNASEH2A|POLD2|MCM3|PCNA|MCM5|PRIM2|POLD4|POLA2|POLD3|RPA1|POLE4|FEN1|POLD1|POLE2|RFC4|POLE|RFC1|MCM4|RNASEH2C	STAD
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.732110092	0.997154522	0.056059588	-0.331839563	-0.826330338	17	ETV7|NOTCH1	STAD
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.00806344	0.071419044	0.380730401	0.658256278	1.726916646	21	FMO2|ADH1B|MAOA|GSTA1|GSTM1|ALDH3B1|FMO5|GSTM2	STAD
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.628008753	0.949671772	0.072003314	0.338962871	0.889259464	21	NAT1|TK1|UMPS|IMPDH1|TK2	STAD
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	2.60E-05	0.000965978	0.575610261	0.646069097	2.017414559	47	LAMA3|HSPG2|COL4A2|LAMA4|COL4A1|COL3A1|FN1|LAMB1|SDC3|LAMB2|ITGB4|COL1A1|SDC4|GP5|COL6A3|VWF|COL6A2|AGRN	STAD
KEGG	KEGG_ENDOCYTOSIS	0.996197719	1	0.043537824	-0.179440907	-0.690563941	156	CXCR4|NTRK1|IL2RG|CXCR1|HSPA2|PARD6G|DAB2|VPS37B|TFRC|HLA-F|IGF1R|PIP5K1B|CXCR2|CHMP4B|ACAP1|ARRB2|SH3KBP1|CDC42|HLA-B|NEDD4L|RAB11A|ARFGAP3|MVB12B|TRAF6|RAB5A	STAD
KEGG	KEGG_ENDOMETRIAL_CANCER	0.876425856	1	0.049391011	-0.236498917	-0.739407633	46	LEF1|TCF7|CDH1	STAD
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.005814525	0.069477604	0.407017919	-0.501859087	-1.61591307	55	CXCL8|CXCL1|JUN|NFKBIA|CXCR1|MAPK10|CASP3|TCIRG1|ATP6V0B	STAD
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.083495146	0.378782856	0.216542837	-0.394605473	-1.320520841	67	JUN|AREG|NRG1|MAPK10|EREG|GAB1|CDKN1A|CDKN1B|SOS1|PIK3R1|ELK1|MYC|NCK1|NRAS|CAMK2D|PIK3CB|NCK2|PIK3R5	STAD
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.624074074	0.949671772	0.064070375	-0.349551598	-0.884102654	18	LPCAT2|PLA2G7|CHPT1	STAD
KEGG	KEGG_FATTY_ACID_METABOLISM	0.016282865	0.112170847	0.352487858	0.555834293	1.594724153	31	ADH1B|ALDH7A1|ALDH1B1|ACADVL|ACOX1|ECI1|ALDH3A2|CPT1A|ACAA2|ACAT1	STAD
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.933333333	1	0.049291766	-0.225681065	-0.726045673	56	MAPK10|FCER1A|MAP2K6|LCP2|SOS1|PIK3R1|GAB2|MAP2K3|PRKCD|NRAS|RAC1|MAPK14|PIK3CB|PIK3R5	STAD
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.870259481	1	0.051951248	0.223580445	0.782449542	83	PLPP3|MYO10|ASAP3|PLPP1|MARCKSL1|DNM1|LIMK1|PIK3CG|PLD2|PLCG2|PLD1|FCGR2B|SPHK2|AKT2|DOCK2|VAV2|WASF3|ARPC4|AKT1|PRKCE|SYK|MAPK3|RAF1|WASL|PIK3CD|ARPC1B|PIP5K1A|VAV1|CRK|DNM1L|HCK|CFL1|PRKCB	STAD
KEGG	KEGG_FOCAL_ADHESION	0.002871931	0.048561741	0.431707696	0.412080797	1.547015587	141	PARVA|LAMA3|COL4A2|FLT4|MET|LAMA4|COL4A1|COL3A1|FLNC|BCAR1|FN1|KDR|LAMB1|LAMB2|ITGB4|COL1A1|FLT1|CCND1|ERBB2|MYL9|FLNB|COL6A3|VWF|PDGFRB|SHC2	STAD
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.618320611	0.949671772	0.065981614	-0.452262476	-0.895570758	7	ALPL	STAD
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.325323475	0.67988951	0.098890301	-0.38422132	-1.089089085	28	ALDOB|PFKFB3|KHK	STAD
KEGG	KEGG_GALACTOSE_METABOLISM	0.820183486	1	0.050805414	-0.287471643	-0.757199221	21	MGAM|GAA|B4GALT1|GLB1|HK2	STAD
KEGG	KEGG_GAP_JUNCTION	0.47464503	0.804721718	0.082664645	0.29485281	0.980513538	62	TJP1|GNA11|GJA1|GNAI1|PLCB1|PDGFRB|HRAS|ADCY6|PLCB3|TUBA1A|TUBAL3|HTR2A|PRKG2|MAPK3|RAF1	STAD
KEGG	KEGG_GLIOMA	0.776470588	1	0.056411839	-0.259486444	-0.822854794	51	E2F1|CDKN1A|E2F3|IGF1R|PDGFB|SOS1|PIK3R1|CALM2|E2F2|NRAS|CAMK2D|RB1|PIK3CB|PIK3R5	STAD
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.401109057	0.731284602	0.086794976	-0.351159421	-1.048527139	36	GGT7|MGST1|OPLAH|ANPEP|GCLC|GSTM5|GPX7|GGT1|SMS	STAD
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.182608696	0.522541806	0.151148761	0.411229778	1.222695485	37	LPL|PLPP3|ALDH7A1|PLPP1|MGLL|ALDH1B1|AGPAT4|AKR1B1|ALDH3A2	STAD
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.097029703	0.391826417	0.202071709	-0.401520565	-1.287829144	54	ACHE|MBOAT7|LPCAT2|CHPT1|ADPRM|DGKA|PCYT1B|GPAT4|GPAT3|LPGAT1|CRLS1|CHKA	STAD
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.275925926	0.641527778	0.109250039	-0.45339614	-1.146751247	18	ALAS2|GLDC	STAD
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.380165289	0.722518553	0.096240602	0.348397611	1.05887993	41	ADH1B|ALDH7A1|ENO2|ALDH1B1|HK3|PGM1|ALDH3B1|ALDH3A2	STAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.20733945	0.550930537	0.128142917	-0.491825522	-1.224719396	17	CHPF2|CHST11|CHST7|CHSY1|B3GAT3|CSGALNACT2|XYLT1|CHST15|DSE|UST	STAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.982608696	1	0.050294806	0.216689323	0.531770492	15	B3GAT1|XYLT2|GLCE|HS2ST1|NDST3	STAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.380681818	0.722518553	0.091107313	-0.509596001	-1.08563321	9	ST3GAL1|B4GALT1|B3GNT2|B4GALT3|ST3GAL2	STAD
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.109489051	0.424270073	0.181383128	-0.550333968	-1.359997999	16	SGSH|GALNS|HEXB|GLB1|ARSB|IDUA|HEXA|GUSB|HS3ST3B1	STAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.066539924	0.317344253	0.241339977	-0.674080948	-1.475460246	10	HEXB|ST3GAL1|ST6GALNAC4|GLB1|HEXA|ST3GAL5|ST3GAL2	STAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.765037594	1	0.055135176	-0.36307122	-0.746513952	8	HEXB|ST3GAL1|HEXA|GLA|ST3GAL2|GBGT1	STAD
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.540489642	0.88057971	0.072003314	-0.421251261	-0.946769724	11	B4GALT1|B3GNT2|ST3GAL4|B4GALT3|GCNT2	STAD
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.197440585	0.532231142	0.131457612	-0.482234509	-1.244390434	19	PIGA|PIGT|PIGC|PIGV|DPM2|PIGG|PIGU|PIGK|PIGS|PIGP	STAD
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.963906582	1	0.050092287	0.225441573	0.531643058	13	MDH2|GLYCTK|GRHPR|ACO1|MTHFD1|CS|MTHFD1L|MDH1	STAD
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.523613963	0.861877851	0.078089231	0.28548069	0.964032858	67	MMP14|GNA11|MMP2|CACNA1C|MAPK12|PLCB1|HRAS|PLD2|PLD1|ADCY6|MAPK11	STAD
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.332096475	0.686332715	0.097877328	-0.393882715	-1.096508429	26	FAS|CD28|CD86|HLA-DQA2|IL1B|HLA-F|HLA-DMB	STAD
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.275167785	0.641527778	0.12210792	0.43828742	1.139041991	20	GLI3|CSNK1G1|SMO	STAD
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	2.57E-05	0.000965978	0.575610261	-0.597262961	-1.982687239	64	CD8B|CSF3R|CD3E|IL7R|IL1R2|CD8A|CD3D|CD7|CD3G|CD5|CD2|CSF1|FCGR1A|CD44|CD19|CD14|MME|CD55|ANPEP|MS4A1|ITGA4|IL4R|TFRC|IL1B|IL6R|CR1	STAD
KEGG	KEGG_HISTIDINE_METABOLISM	0.124726477	0.428152902	0.186432558	0.536849563	1.357825363	17	MAOA|ALDH7A1|ALDH1B1|ALDH3B1|ALDH3A2	STAD
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.402173913	0.731284602	0.095920678	0.391521548	1.039469801	22	RAD51D|POLD2|BLM|RAD52|RAD50|XRCC2|POLD4|RAD51B|POLD3|RPA1|MUS81	STAD
KEGG	KEGG_HUNTINGTONS_DISEASE	0.909473684	1	0.052375908	0.213576169	0.799427733	139	COX7A1|PPARG|TGM2|CLTCL1|PLCB1|DNAL1|CASP9|DCTN1|DNAL4|NDUFS2|HIP1|DLG4|SLC25A4|NDUFB7|POLR2D|TP53|PLCB3|NDUFS7|POLR2L|NDUFB2|POLR2B|NDUFA9|SDHD|UQCRC1|COX8A|POLR2I|CASP8|NDUFA8|CYC1|MT-CYB|NDUFA4|NDUFB6|NDUFC1|SOD2|CLTB|TAF4|NDUFAB1|NRF1|POLR2G	STAD
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.695560254	0.987589368	0.065235306	0.282393952	0.869351575	44	ACE|CACNA1C|ITGB4|CACNA2D2|TNF|CACNB3|ACTB|ITGA6|ITGA9|SLC8A1|ITGAV|ACTG1|LAMA2|TPM4	STAD
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.26875	0.641527778	0.118815039	0.358008738	1.122251764	48	IMPA2|PLCD3|PLCB1|PIK3C2B|ALDH6A1|OCRL|PIK3CG|PLCG2|PLCD4|INPP1|PLCD1|PLCB3|PIK3C2A|ISYNA1|PI4KB|PIK3CD|PIP5K1A|INPP4B|PIP4K2B|PIP4K2C|PLCB2|PLCB4|SYNJ1	STAD
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.855513308	1	0.050498304	-0.22581423	-0.828499297	112	PDE3B|SOCS3|MAPK10|PYGM|IRS2|SREBF1|SOCS2|MKNK2|PRKAB2|RPS6|HK2|SOS1|PIK3R1|IRS1|PTPRF|CALM2|ELK1|FOXO1|PRKAB1|EIF4E|NRAS|PHKG1|SH2B2|PIK3CB	STAD
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.049815498	0.272520078	0.276500599	-0.52073217	-1.459519889	27	CXCR4|CD28|CD86|TNFSF13B|HLA-DQA2|ITGB7|ITGA4|IL15|LTBR|HLA-DMB|CD40LG|TNFRSF13C	STAD
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.127744511	0.428152902	0.175204048	-0.353444729	-1.2236932	85	OSM|CSF3R|IL7R|IL2RG|SOCS3|IFNGR1|SOCS5|CSF2RB|IL13RA1|IFNGR2|STAT1|SOCS2|IL4R|IL15|IL6R|SOS1|PIK3R1|JAK2|IL10RB|IFNAR1|IL10RA|CSF2RA|IL6ST|MYC|IFNAR2|PIM1|BCL2L1|IL12RB1|PIK3CB|GHR|PIK3R5|JAK1	STAD
KEGG	KEGG_LEISHMANIA_INFECTION	0.000972375	0.022607714	0.477270815	-0.537557141	-1.762294189	60	FOS|JUN|PTGS2|NFKBIA|IFNGR1|FCGR2A|FCGR3B|FCGR1A|TLR2|IFNGR2|ITGB2|STAT1|CYBA|HLA-DQA2|ITGA4|IL1B|TAB2|CR1|HLA-DMB|JAK2|ELK1|NCF4	STAD
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.220238095	0.568948413	0.129442888	0.328642058	1.144345699	80	RAPGEF3|CDH5|JAM2|BCAR1|MMP2|CXCL12|CTNND1|MAPK12|GNAI1|AFDN|MYL9|JAM3|RAPGEF4|PIK3CG|PLCG2|CLDN5|CTNNB1|MAPK11|ACTB|TXK|ACTN4	STAD
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.284810127	0.654008439	0.115734448	0.541725436	1.173891913	9	ALDH7A1|ALDH1B1|ALDH3A2	STAD
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.932358318	1	0.044774889	-0.321770127	-0.564206275	4	PLA2G4A|PLA2G12A|PLA2G6|ALOX15	STAD
KEGG	KEGG_LONG_TERM_DEPRESSION	0.064583333	0.317344253	0.257206466	0.450055875	1.373620892	42	NOS1|GNA11|GNAI1|PLCB1|HRAS|PLCB3|GNA12|PRKG2|GNAZ|MAPK3|RAF1|PPP2R1A|PRKCB|PRKG1	STAD
KEGG	KEGG_LONG_TERM_POTENTIATION	0.404958678	0.731284602	0.092552886	0.321752165	1.021065006	49	RAPGEF3|RPS6KA2|CACNA1C|PLCB1|HRAS	STAD
KEGG	KEGG_LYSINE_DEGRADATION	0.880165289	1	0.053021251	0.241962703	0.735393818	41	ALDH7A1|SETD7|AASS|ALDH1B1|ALDH3A2|ACAT1|PLOD1|EHMT1|SETD1B|DOT1L|EHMT2|ALDH9A1|SETDB1|NSD2	STAD
KEGG	KEGG_LYSOSOME	0.00138402	0.028603074	0.455059867	-0.46363758	-1.679022353	105	SGSH|FUCA1|MCOLN1|SLC11A1|LAPTM4A|GALNS|HEXB|GAA|CTSS|IGF2R|GM2A|DNASE2|CTNS|TCIRG1|LAPTM5|ATP6V0B|CTSO|AGA|PPT1|NEU1|CTSD|AP1S2|ASAH1|M6PR|CTSZ|GLB1|CTSB|CTSW|AP1B1|LAPTM4B|AP3M2|ARSB|CTSC|IDUA|ABCA2|HEXA|CD63|GUSB|ATP6AP1|CTSH|GLA|AP1M2	STAD
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.015370758	0.10996004	0.380730401	-0.34943902	-1.374207443	188	DDIT3|FOS|JUN|GADD45B|NTRK1|DUSP8|IL1R2|DUSP1|FAS|DUSP2|DUSP10|MAPK10|HSPA2|JUND|CASP3|CD14|RASGRP1|GADD45G|TGFBR1|MAP2K6|RELB|MKNK2|IL1B|MAP3K12|TAB2|DUSP14|PDGFB|CDC25B|SOS1|TNFRSF1A|GADD45A|RAP1A|CACNA1D|ELK1|MAP2K3|ARRB2|CDC42|DUSP16|MYC|PPP3CC	STAD
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.159663866	0.478991597	0.159646702	0.801578019	1.305779572	3	NR5A2|HES1	STAD
KEGG	KEGG_MELANOGENESIS	0.811507937	1	0.05490737	-0.253845486	-0.810268712	53	LEF1|TCF7|FZD5|MITF	STAD
KEGG	KEGG_MELANOMA	0.601123596	0.939483748	0.066436414	-0.29116081	-0.909167511	45	E2F1|CDH1|MITF|PDGFC|CDKN1A|E2F3|IGF1R|PDGFB|PIK3R1|E2F2|NRAS|RB1|PIK3CB|PIK3R5	STAD
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.009628203	0.074618575	0.380730401	0.628783603	1.669388492	22	ADH1B|AKR1C2|AKR1C3|GSTA1|GSTM1|AKR1C1|ALDH3B1	STAD
KEGG	KEGG_MISMATCH_REPAIR	0.915217391	1	0.053566938	0.245511326	0.651820085	22	POLD2|PMS2|PCNA|POLD4|POLD3|RPA1|EXO1|POLD1|MSH2|RFC4|RFC1|MSH6	STAD
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.606118547	0.939483748	0.067051258	-0.298226976	-0.911030579	43	VEGFA|DDIT4|HIF1A|RPS6|PIK3R1|EIF4E|CAB39|STK11|ULK1|PIK3CB|PIK3R5	STAD
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.006473915	0.069477604	0.407017919	-0.439007204	-1.539251887	88	ICAM1|FAS|IFNGR1|FCGR3B|CD247|CASP3|TNFRSF10C|IFNGR2|LCK|ITGB2|CD48|TYROBP|LCP2|ICAM2|SOS1|PIK3R1|IFNAR1|NCR3|NFAT5|CD244|HLA-B|PPP3CC|IFNAR2|CHP1|GZMB|MICB|NRAS|RAC1|PIK3CB|TNFSF10	STAD
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.090725806	0.385011828	0.211400189	-0.385638558	-1.291702045	70	C5AR1|FPR1|FPR2|OXTR|VIPR2|P2RY13|CYSLTR1|VIPR1|P2RX4|GRID1|PTGER4|P2RY1|P2RY8|PTAFR|LPAR3|CNR2|LPAR2|S1PR4|P2RY10|LTB4R|PTGIR|AVPR1A|KISS1R	STAD
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.118773946	0.428152902	0.178219875	-0.336530279	-1.225314642	108	JUN|NFKBIA|NTRK1|CAMK4|MAPK10|RIPK2|GAB1|IRS2|FOXO3|IRAK2|NFKBIE|BEX3|SOS1|PIK3R1|RAP1A|IRS1|CALM2|CDC42|PRKCD|TRAF6|NRAS|RELA|RAC1|MAPK14|CAMK2D|SH2B2|PIK3CB	STAD
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.687956204	0.987589368	0.058718588	-0.344033116	-0.850182573	16	NAMPT|BST1|NT5C3A|NT5C2|NMRK1	STAD
KEGG	KEGG_NITROGEN_METABOLISM	0.146892655	0.455367232	0.157402899	-0.591650033	-1.329744005	11	CA4|CA1|GLUL	STAD
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.00275487	0.048561741	0.431707696	-0.541529709	-1.736891713	54	CXCL8|CXCL1|NFKBIA|TNFAIP3|MAPK10|RIPK2|NLRP3|TAB3	STAD
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.875706215	1	0.048995409	-0.297303087	-0.668193992	11	POLL|POLM	STAD
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.892045455	1	0.048408762	-0.226644207	-0.713341326	47	E2F1|FOXO3|E2F3|FHIT|SOS1|PIK3R1|E2F2|NRAS|RB1|PIK3CB|PIK3R5|RASSF5	STAD
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.125	0.428152902	0.181383128	0.414272528	1.264406112	42	JAG2|JAG1|NOTCH4|DTX4|PSEN2|DTX1|RBPJ|CTBP2|NUMBL|NOTCH3	STAD
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	1	1	0.047164246	0.119755778	0.363972043	41	POLD2|PCNA|POLD4|DDB1|XPA|POLD3|RPA1|POLE4|ERCC4|ERCC2|POLD1|POLE2|RFC4|ERCC1|XPC|POLE|RFC1|DDB2|ERCC6|ERCC3|RFC3|GTF2H2|CCNH|POLE3|MNAT1|CETN2|ERCC8|GTF2H3|CDK7|RPA2|RPA3|RFC2|RFC5|LIG1|RAD23B|CUL4B|GTF2H1|CUL4A|RBX1|GTF2H5|RAD23A	STAD
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.194980695	0.532231142	0.136490438	-0.404275042	-1.2189823	41	RFT1|ALG11|B4GALT1|DDOST|ALG3|ALG6|MAN1C1|ALG5|DAD1|MGAT4A|DPM2|DOLPP1|B4GALT3|STT3A|RPN1|MOGS|MGAT1|MGAT3|MAN1A1	STAD
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.379562044	0.722518553	0.089164712	-0.432889479	-1.069766466	16	OR2B6|OR2W3|CALM2|ARRB2|CAMK2D	STAD
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.994444444	1	0.042417005	-0.170534909	-0.409413386	14	MTHFS	STAD
KEGG	KEGG_OOCYTE_MEIOSIS	0.994219653	1	0.044240742	-0.184665839	-0.64773181	87	SPDYC|CDC25C|ANAPC10|ESPL1|IGF1R|CDC16|RBX1|CALM2|PPP2R5B|PPP3CC|MAD2L1|CHP1|ADCY7|AURKA|CAMK2D|CDK1|ADCY9|CDK2|PPP2R5C|YWHAZ|PLK1|REC8|PRKACB|CALM1|SMC1A|YWHAE	STAD
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.01704575	0.113232484	0.352487858	-0.688943918	-1.611273682	13	FUCA1|HEXB|MAN2B2|AGA|NEU1|GLB1|FUCA2|HEXA	STAD
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	1	1	0.046975873	0.117025193	0.414855824	94	COX7A1|NDUFS2|COX17|NDUFB7|NDUFS7|NDUFB2|NDUFA9|MT-ND3|SDHD|UQCRC1|COX8A|NDUFA8|CYC1|MT-ND5|MT-CYB|NDUFA4|MT-ND4L|NDUFB6|COX15|NDUFC1|NDUFAB1|NDUFA2|MT-ND1|NDUFA11|NDUFB3|NDUFB8|NDUFS3|NDUFS1|MT-ND6|ATP6V0E2|MT-ND4	STAD
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.231601732	0.590108522	0.132147261	0.474564897	1.214569714	18	GALNT15|GALNT18|GALNT5	STAD
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.099009901	0.391826417	0.199915231	-0.397765546	-1.275785372	54	GADD45B|FAS|PMAIP1|CASP3|GADD45G|CDKN1A|CHEK1|BBC3|SESN2|GADD45A|SESN3|SHISA5|MDM4	STAD
KEGG	KEGG_PANCREATIC_CANCER	0.176817289	0.513875246	0.145516146	-0.360416653	-1.194817624	62	VEGFA|E2F1|MAPK10|E2F3|TGFBR1|STAT1|RALGDS|PIK3R1|RAD51|CDC42|E2F2|RELA|BCL2L1|RAC1|RB1|PIK3CB|PIK3R5|JAK1	STAD
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.305084746	0.667243939	0.103958472	-0.508737183	-1.143395895	11	VNN2|VNN1|PPCDC	STAD
KEGG	KEGG_PARKINSONS_DISEASE	1	1	0.046881986	0.141982687	0.505431139	96	COX7A1|CASP9|NDUFS2|HTRA2|SLC25A4|NDUFB7|NDUFS7|UBA1|NDUFB2|NDUFA9|LRRK2|MT-ND3|SDHD|UQCRC1|COX8A|NDUFA8|CYC1|MT-ND5|MT-CYB|NDUFA4|UBA7|MT-ND4L|NDUFB6|NDUFC1	STAD
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.47752809	0.804721718	0.078089231	-0.319274218	-0.996953355	45	CDH1|TUBB2A|CD14|EZR|TUBB4A|TUBA4A|LY96|CDC42|NCK1|ARPC5|NCK2	STAD
KEGG	KEGG_PATHWAYS_IN_CANCER	0.12890625	0.428152902	0.172324345	-0.286263595	-1.16380644	237	CXCL8|VEGFA|FOS|JUN|PTGS2|NFKBIA|CSF3R|NTRK1|LEF1|FAS|E2F1|TCF7|CDH1|FZD5|MAPK10|CDKN2B|CASP3|MITF|STK36|CDKN1A|E2F3|TGFBR1|STAT1|CDKN1B	STAD
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.308510638	0.667243939	0.111011492	0.552077895	1.163788625	8	CRYL1|AKR1B1|UGDH|RPE	STAD
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.293357934	0.65819135	0.105125132	-0.421593455	-1.127529802	22	ALDOB|DERA|TKTL1	STAD
KEGG	KEGG_PEROXISOME	0.672583826	0.987589368	0.063500797	0.266900988	0.888785209	60	PEX11B|FAR2|ACOX1|PEX13|PMVK|HSD17B4|PEX5|ECH1|MLYCD|CROT|DHRS4|CRAT|PRDX1|HMGCL|IDH1|PEX10|AGPS|PEX26|PEX3|SOD2|ACSL1|ABCD1|PAOX|PEX6	STAD
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.063849802	0.317344253	0.287805131	0.745082444	1.518292591	7	MAOA|HPD|ALDH3B1|PRDX6|GOT1	STAD
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.846774194	1	0.05367696	0.236254322	0.789765347	63	IMPA2|PLCD3|PLCB1|PIK3C2B|OCRL|PIK3CG|PLCG2|PLCD4|INPP1|PLCD1|PLCB3|PIK3C2A	STAD
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.211009174	0.552784597	0.12687573	-0.463162013	-1.21996699	21	ALAS2|HMBS|PPOX|FECH|CPOX|COX10|GUSB|BLVRB|HCCS	STAD
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.019958564	0.128010103	0.352487858	0.5310336	1.574200009	36	FABP4|LPL|PPARG|FABP5|MMP1|ACOX1|CPT1A|PLTP	STAD
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.47148289	0.804721718	0.079556468	-0.618014631	-1.017354168	3	CYP27A1	STAD
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	2.89E-06	0.000179294	0.62725674	-0.783966954	-2.197320288	27	CD8B|CD3E|IL7R|CD8A|CD3D|IL2RG|TAP1|CD79A|PTPRC|CD19|LCK	STAD
KEGG	KEGG_PRION_DISEASES	0.095495495	0.391826417	0.193813303	-0.495153068	-1.373569836	25	HSPA5|EGR1|NOTCH1|NCAM1|IL1B|ELK1|PRNP|C1QB	STAD
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.813592233	1	0.053787281	-0.239961345	-0.803014604	67	PDE3B|SPDYC|MAPK10|CDC25C|ANAPC10|IGF1R|CDC16|CDC25B|PIK3R1|FZR1|MAD2L1|ADCY7|MAPK14|PIK3CB|PIK3R5|CDK1|ADCY9|CDK2	STAD
KEGG	KEGG_PROPANOATE_METABOLISM	0.132608696	0.432723112	0.179782316	0.474186473	1.309034741	27	ALDH7A1|ACACB|ALDH1B1|ABAT|ALDH6A1|ALDH3A2|ACAT1|MLYCD|ACSS1|ACACA|ALDH9A1|SUCLA2	STAD
KEGG	KEGG_PROSTATE_CANCER	0.44040404	0.772784448	0.086539974	-0.298545631	-1.011324945	75	NFKBIA|LEF1|E2F1|TCF7|PDGFC|CDKN1A|CREB5|E2F3|CDKN1B|IGF1R|PDGFB|SOS1|PIK3R1|CREB3L2|E2F2|FOXO1|HSP90B1|NRAS|RELA|RB1|PIK3CB	STAD
KEGG	KEGG_PROTEASOME	0.998113208	1	0.043103683	-0.149385192	-0.449248278	39	PSME4|PSMC1|PSME1|POMP|PSMD6|PSME2|PSMB7|PSMB9|PSMD11|PSMB1|PSMB8|PSMC5|PSMD7|PSMA6|PSMF1|PSMD8|PSMB2|PSMD12|PSMD13|PSMB3|PSMB4|PSME3|PSMA4|PSMB10|PSMC6|PSMD2|PSMD3|SEM1|PSMA5|PSMA3|PSMA7|PSMC4|PSMD4|PSMB6|PSMC2|PSMD14|PSMC3|PSMD1|PSMB5	STAD
KEGG	KEGG_PROTEIN_EXPORT	0.033931499	0.197226839	0.321775918	-0.576581501	-1.518713491	21	HSPA5|SPCS2|SEC11C|IMMP2L|SRPRB|SEC61G|IMMP1L|SRP72|OXA1L|SEC62	STAD
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.271186441	0.641527778	0.111462667	-0.508152556	-1.188446286	13	CA4|ATP1B2|ATP1A3	STAD
KEGG	KEGG_PURINE_METABOLISM	0.771317829	1	0.056176659	-0.238914448	-0.868126654	109	PDE3B|AK5|PDE4B|ENTPD5|PDE6H|ADPRM|DCK|NT5C3A|FHIT|NT5C2|POLR3F|PDE4D|ENTPD1|PDE9A|POLR1D	STAD
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.995983936	1	0.046045768	-0.178675778	-0.612878747	82	CMPK2|ENTPD5|DCK|UPP1|NT5C3A|NT5C2|POLR3F|ENTPD1|POLR1D|POLR2J|TXNRD1	STAD
KEGG	KEGG_PYRUVATE_METABOLISM	0.418103448	0.740640394	0.093145458	0.35908747	1.030244929	31	ALDH7A1|ACACB|ALDH1B1|AKR1B1|ALDH3A2|ACAT1|ACSS1|PKM|MDH2|PDHB|ACACA|ALDH9A1	STAD
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.857442348	1	0.05490737	0.217572988	0.820429514	145	ENAH|BCAR1|FN1|TIAM2|MYH10|ITGB4|APC2|FGFR1|MYL9|PDGFRB|CYFIP1|FGD1|LIMK1|HRAS|PIK3CG|SLC9A1|ACTB|ACTN4|GIT1|ITGA6|DOCK1|PAK4|VAV2|ARPC4|ITGAE|NCKAP1L|GNA12|ITGA9|TIAM1	STAD
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.981651376	1	0.042587778	-0.20085287	-0.500153803	17	GABARAPL1|ATG4D|ULK1|BECN1|ATG3	STAD
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.365269461	0.722518553	0.096562955	-0.323005461	-1.053479471	58	VEGFA|JUN|GAB1|HIF1A|PDGFB|SOS1|RBX1|PIK3R1|RAP1A|CDC42|ETS1|EGLN3|NRAS|RAC1|PIK3CB|PIK3R5	STAD
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.574468085	0.921129861	0.075118164	0.431173545	0.908920411	8	ACE|THOP1	STAD
KEGG	KEGG_RETINOL_METABOLISM	0.318181818	0.67988951	0.110122264	0.462693911	1.107318473	14	ADH1B|ALDH1A2|RETSAT|PNPLA4|ALDH1A1|DHRS4|DHRS3|RDH11	STAD
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.840336134	1	0.055942859	0.297925307	0.660032223	10	ACP2|PHPT1|RFK|MTMR6|MTMR1	STAD
KEGG	KEGG_RIBOSOME	0.006978401	0.096997815	0.407017919	-0.451284158	-1.644744232	82	RPS4Y1|RPS27L|RPL26|RPL6|RPS18|UBA52|RPL37|RPL31|RPL32|RPL22|RPS16|RPL13|RSL24D1|RPS15A|RPL7|RPL4|RPS5|RPS6|RPL14|RPL30|RPS20|RPS13|RPS12|RPS9|RPL36AL|RPL9|RPL19|RPL38|RPS29|RPS15|RPL24|RPL18|RPS25|RPL10A|RPS3|RPL35A|RPL41|RPL28|RPL35|FAU|RPL5|RPL34|RPL27A|RPL3|RPL18A|RPS28|RPLP2|RPL36|RPL27|RPL7A|RPS19|RPL23|RPS7|RPL37A|RPL29|RPL21|RPL11|RPL12|RPS2|RPL23A|RPL8|RPS24|RPL13A|RPS23|RPS3A|RPL15|RPL39|RPS11|RPS8	GBM
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.006448725	0.069477604	0.407017919	-0.529468337	-1.672510976	50	CXCL8|NFKBIA|CXCL10|MAPK10|ISG15	STAD
KEGG	KEGG_RNA_DEGRADATION	1	1	0.045953808	0.094915278	0.307956601	54	ENO2|EXOSC7|DCP1B|EDC4|EXOSC6|LSM2|LSM6|EXOSC3|LSM1|SKIV2L|EXOSC5|CNOT1|LSM7|EXOSC10|XRN2|WDR61|LSM8|LSM3|LSM4	STAD
KEGG	KEGG_RNA_POLYMERASE	0.964205817	1	0.052482762	0.230150493	0.617046325	25	POLR1B|POLR2D|POLR3A|POLR3H|POLR1A|POLR2L|POLR2B|POLR2I|POLR3B	STAD
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.585585586	0.923041686	0.065831196	-0.35076058	-0.916518202	20	GGT7|MAT2B|GGT1|METTL6|BUD23|HEMK1|CTH	STAD
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.480237154	0.804721718	0.08063885	0.285530304	0.97598637	72	LAMA3|COL4A2|LAMA4|COL4A1|FN1|LAMB1|LAMB2|CCND1	STAD
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.091078067	0.385011828	0.202071709	-0.457553587	-1.340826455	34	VAMP2|STX7|BET1L|STX11|BNIP1|STX3|VAMP4|STX5|VAMP7|STX1A|SNAP29|SNAP47|STX6|STX10|STX2|GOSR1|USE1|VTI1B|BET1|STX8|STX17|STX12	STAD
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.89298893	1	0.047164246	-0.250281174	-0.701493728	27	KDSR|SGMS1|NEU1|ASAH1|GLB1|ACER2|SPTLC1|GLA	STAD
KEGG	KEGG_SPLICEOSOME	0.174329502	0.513875246	0.144630528	-0.313888431	-1.161334443	121	HSPA2|SRSF5|DDX5|BCAS2|USP39|SF3A1|SRSF7|SNW1|TRA2A|PRPF38B|HNRNPK|WBP11|SMNDC1|PRPF3|SRSF3|SNRPD2|THOC1|ZMAT2|SF3A2|RBMX|SNRNP70|U2SURP|BUD31|PRPF18|SLU7|HNRNPA1L2|CWC15|PCBP1|SNRPA|HNRNPA1|SF3B6|SRSF10|SNRPB2|PQBP1|SF3B5|SYF2|HNRNPC|SRSF6|SNRPA1|HNRNPU	STAD
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.461254613	0.801807083	0.079131665	-0.375791296	-1.005034306	22	MGAM|AGL|GAA|PYGM	STAD
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.544444444	0.88057971	0.070789909	-0.39725714	-0.953719046	14	TM7SF2|EBP|MSMO1	STAD
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.193205945	0.532231142	0.144630528	0.536823756	1.265953832	13	AKR1C2|AKR1C3|AKR1C1	STAD
KEGG	KEGG_SULFUR_METABOLISM	0.690839695	0.987589368	0.060640401	-0.414869153	-0.821524451	7	CHST11	STAD
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.752711497	1	0.062661823	0.276593831	0.819936839	36	C1S|C3|ELANE|HLA-DQB1|TNF|HLA-DQA1|C1QC|FCGR2B|ACTN4	STAD
KEGG	KEGG_TASTE_TRANSDUCTION	0.868085106	1	0.055021112	0.307009915	0.647181584	8	ADCY6|PLCB2|PRKX|GNB1	STAD
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.378427788	0.722518553	0.089436683	-0.630146666	-1.104927629	4	GGT7|CSAD|GGT1	STAD
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.734463277	0.997154522	0.057125851	-0.338415965	-0.791473333	13	IDI1|GGPS1|ACAT2|MVK|HMGCR|PDSS1	STAD
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.007784723	0.071419044	0.407017919	0.496412773	1.617442714	55	DCN|ID1|SMAD9|ACVRL1|SMAD6|ZFYVE9|ID3|TNF|E2F5|SMAD7|SMAD5	STAD
KEGG	KEGG_THYROID_CANCER	0.245387454	0.608560886	0.116739205	-0.408581716	-1.145182064	27	NTRK1|LEF1|TCF7|CDH1	STAD
KEGG	KEGG_TIGHT_JUNCTION	0.004036865	0.062571413	0.407017919	0.462743672	1.624425996	84	TJP1|MPDZ|JAM2|MAGI1|EPB41L1|MYH11|MYH10|EPB41L2|GNAI1|AFDN|MYL9|SPTAN1|JAM3|RAB13|MAGI3|LLGL2|LLGL1|HRAS|CLDN5|CTNNB1|PARD6A|ACTB|ACTN4	STAD
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	7.08E-05	0.001881107	0.538434096	-0.566116861	-1.916252662	72	CXCL8|FOS|JUN|NFKBIA|CXCL10|MAPK10|TLR8|TLR2|CD14|CD86|MAP2K6|STAT1|IRF7|IL1B|TAB2|TICAM1|LY96|PIK3R1|IFNAR1	STAD
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.02065357	0.128052135	0.352487858	0.599354344	1.579941301	24	INMT|MAOA|ALDH7A1|IDO1|ALDH1B1|KMO|ALDH3A2|ACAT1	STAD
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.723562152	0.996907854	0.057125851	-0.288145489	-0.827457893	30	SOCS3|MAPK10|IRS2|SOCS2|HK2|PIK3R1|IRS1|CACNA1D|PRKCD	STAD
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.272727273	0.641527778	0.110122264	-0.393522125	-1.1300645	30	FAS|CD28|CD86|HLA-DQA2|IL1B|HLA-F|HLA-DMB|LTA	STAD
KEGG	KEGG_TYROSINE_METABOLISM	0.00633824	0.069477604	0.407017919	0.668857116	1.738257377	20	ADH1B|TPO|MAOA|HPD|ALDH3B1	STAD
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	4.34E-05	0.001344062	0.557332239	-0.533468218	-1.885548198	90	CD8B|FOS|JUN|NFKBIA|CD3E|CD8A|CD3D|CD3G|CD28|PDCD1|CD247|PTPRC|RASGRP1|ITK|LCK|NFKBIE|LCP2|SOS1|PIK3R1|NFAT5|CD40LG|CDC42|PPP3CC|NCK1|CHP1|NRAS|RELA|BCL10|MAPK14|PIK3CB|NCK2|MALT1|PIK3R5	STAD
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.370722433	0.722518553	0.092848121	-0.279593788	-1.039067336	124	SOCS3|SYVN1|UBE2H|UBE4A|UBE2D1|UBE2B|UBE2S|CDC34|ANAPC10|UBE2D3|UBE2L6|UBE2L3|UBE2M|FBXO2|CDC16|RBX1|UBE2R2|FZR1|CUL3|NEDD4L|UBE2G1|TRAF6|UBE2K|UBE2N|MGRN1|UBE2O|CUL4A|UBE2A|TRIP12|PIAS1|CUL4B|UBE2D2|PIAS4|UBE2Q1|SKP2|PIAS2|UBE2E2|ELOC|UBE2I|VHL|SAE1|UBOX5	STAD
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.523012552	0.861877851	0.079131665	0.461333719	0.940083307	7	VARS2|BCAT1|PDHB|BCAT2|PDHA1	STAD
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.297180043	0.65819135	0.114750719	0.371342943	1.115425883	38	ALDH7A1|ALDH1B1|ABAT|ALDH6A1|ALDH3A2|ACAA2|ACAT1|BCAT1|ACADS|HMGCL|ALDH9A1|BCAT2|ECHS1|PCCB|HIBADH|DBT|ACADM|HADH|AUH	STAD
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.00738519	0.071419044	0.407017919	0.484111516	1.653946911	71	RAMP2|NPR1|GNA11|RAMP3|CACNA1C|KCNMB4|MYH11|KCNMB1|MYL9|CALCRL|PLCB1|KCNMA1|PPP1R14A|ADCY6|CALD1|ARHGEF11	STAD
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.780036969	1	0.053457214	-0.267450584	-0.79858087	36	VAMP2|AQP3|CREB5|DCTN4|CREB3L2|RAB11A|RAB5A|DYNLL1	STAD
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.795959596	1	0.056648418	-0.252866687	-0.813505398	56	VEGFA|PTGS2	STAD
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.967010309	1	0.048603425	0.209879671	0.638455016	40	TJP1|PLCG2|ACTB|SLC12A2	STAD
KEGG	KEGG_VIRAL_MYOCARDITIS	0.324324324	0.67988951	0.101713902	-0.347424358	-1.094613798	49	ICAM1|CD28|CASP3|CD55|CD86|ITGB2|DAG1|HLA-DQA2|HLA-F|HLA-DMB	STAD
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.705660377	0.993244867	0.05909548	-0.243869855	-0.880829142	100	JUN|LEF1|TCF7|FZD5|MAPK10|PORCN	STAD
KEGG	KEGG_ABC_TRANSPORTERS	0.251798561	0.637065637	0.099233334	-0.451452106	-1.175241366	25	ABCA1|ABCA7|TAP1|ABCB10|ABCD2|ABCC5|ABCB8|ABCG2|ABCD4|ABCG1	TGCT
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.95799458	1	0.029422766	-0.220484127	-0.6695277	53	PIM2|LEF1|TCF7|PIM1|SPI1|RARA|MYC	TGCT
KEGG	KEGG_ADHERENS_JUNCTION	0.572614108	0.968238401	0.114266502	0.269164775	0.942087212	63	TJP1|PTPRB|TCF7L1|ERBB2|PTPRM|CTNND1	TGCT
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.020944988	0.185512752	0.352487858	-0.515479856	-1.550402914	51	NFKBIA|TNFRSF1B|SOCS3|PRKAB2|NFKBIE|ACSL1|IRS2|TNFRSF1A|ADIPOR1|STK11|CAMKK1|MAPK10|NFKBIB|ACSL3|PRKAB1|SLC2A1|JAK2|IRS1|CD36|RELA|ADIPOR2	TGCT
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.085043988	0.395454545	0.266350657	0.506003821	1.39431026	17	ASS1|GLUD2|ACY3|DDO|GOT1|CAD|ABAT	TGCT
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.489855072	0.915801336	0.063927193	-0.382006016	-0.984213665	24	ATP1B2|ATP1A3|ATP1B1|IRS2|NEDD4L	TGCT
KEGG	KEGG_ALLOGRAFT_REJECTION	0.289855072	0.691192865	0.091392433	-0.434212507	-1.140365312	26	FAS|CD86|HLA-G|CD28|HLA-B|HLA-F|HLA-DRB5|HLA-DQA2|HLA-C|HLA-DRB1|HLA-DMB|HLA-DOA	TGCT
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.821829856	1	0.044596162	-0.368868584	-0.702344321	6	PLA2G6|PLA2G4A	TGCT
KEGG	KEGG_ALZHEIMERS_DISEASE	1	1	0.021507616	-0.178685654	-0.60472066	126	FAS|MME|BACE1|IL1B|TNFRSF1A|NCSTN|CAPN2|PPP3CC|CACNA1D|CASP7|SNCA|EIF2AK3|CHP1|CALM2|GRIN2D|COX4I1|CASP3	TGCT
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.975	1	0.067833826	0.205771424	0.578051517	19	TARS2|WARS2|DARS2|HARS2|AARS2|FARSA|NARS2|MARS2|FARSB|SEPSECS|RARS2|VARS2|EARS2|CARS2|LARS2|YARS2|MTFMT|FARS2	TGCT
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.961267606	1	0.074550078	0.213759964	0.685967048	37	PGM1|GALK1|GMPPB|NAGK|UGDH|GNPNAT1|HK3|PGM2|GALK2|PMM1|GNPDA2|PGM3	TGCT
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.330532213	0.756097561	0.082205492	-0.3822618	-1.090971966	40	TNFRSF1B|NEFL|CCS|TNFRSF1A|PPP3CC|MAP2K3|BCL2L1|CHP1|GRIN2D|CASP3|MAPK14|GPX1	TGCT
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.002935732	0.054604623	0.431707696	-0.556834606	-1.690898107	53	CD8B|CD8A|HSPA5|TAP1|CTSS|HSPA2|CTSB|TAPBP|HLA-G|CD74|HLA-B|HLA-F|CALR|HLA-DRB5|HLA-DQA2|LTA|CANX|HLA-C|HLA-DRB1|HLA-DMB|HSPA6|HLA-DOA|CTSL|PSME1|HLA-DPA1|HLA-A	TGCT
KEGG	KEGG_APOPTOSIS	0.044472681	0.285238575	0.241339977	-0.435541947	-1.396919988	78	NTRK1|IL1RAP|NFKBIA|FAS|CSF2RB|TNFRSF10C|IL1B|TNFRSF1A|CAPN2|PPP3CC|CASP7|BCL2L1|CHP1|TNFSF10|CFLAR|CASP3	TGCT
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.475362319	0.911519498	0.06538342	-0.384307938	-0.990144418	24	PTGS2|GGT7|CYP4F3|PLA2G6|GGT1|GPX4	TGCT
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.925141243	1	0.033162642	-0.235528309	-0.661925285	35	PYCR1|P4HA1|GLUL|SMS|AGMAT|ALDH18A1|SAT2|LAP3|ALDH2|CKB	TGCT
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.52688172	0.950191571	0.110122264	0.29119463	0.964774636	44	TCF7L1|ITGB4|DSP|PKP2|RYR2|GJA1|CACNA1F|ITGA9|ITGA6|ACTN4	TGCT
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.442666667	0.894333844	0.102449406	0.47531228	1.01876391	7	UGDH|ALDH7A1|UGT2B28|ALDH1B1	TGCT
KEGG	KEGG_ASTHMA	0.911174785	1	0.066896628	0.249647564	0.664260434	15	CD40LG|CD40|HLA-DQA1|TNF	TGCT
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.405882353	0.848248513	0.073990144	-0.393110137	-1.038908675	27	FAS|CD86|HLA-G|CD28|HLA-B|HLA-F|HLA-DRB5|HLA-DQA2	TGCT
KEGG	KEGG_AXON_GUIDANCE	0.696361355	0.982198836	0.040905578	-0.27373967	-0.881113214	77	CXCR4|PLXNA3|LIMK2|SEMA4A|SEMA4F|SEMA6B|ABLIM1|PLXNA2|ROBO1|PPP3CC|EPHB6|PLXNC1|SEMA7A|SRGAP2|PLXNB3	TGCT
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.722058824	0.995740367	0.046508405	-0.328915062	-0.836288174	23	LEF1|FZD5|FZD8|TCF7	TGCT
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	1	1	0.068956735	0.110086911	0.340904501	29	TAF10|GTF2A1|GTF2B|TAF5|TAF6L|TAF1|TAF4|TAF5L|GTF2F2|TAF2	TGCT
KEGG	KEGG_BASE_EXCISION_REPAIR	0.194630872	0.603355705	0.184706471	0.370383511	1.168318279	33	LIG3|NTHL1|MBD4|POLD2|PCNA|APEX2|PARP1|FEN1|SMUG1|UNG|NEIL1|POLE3	TGCT
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.937321937	1	0.065235306	0.219208404	0.570406816	14	ABAT|DPYD|MLYCD|ALDH7A1|ALDH1B1	TGCT
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.183055976	0.587041578	0.123257226	-0.521003319	-1.251096088	17	ELOVL6|ACOT7|HACD2|HSD17B12|PECR|YOD1|TECR|FADS1	TGCT
KEGG	KEGG_BLADDER_CANCER	0.005496387	0.078640608	0.407017919	-0.590844733	-1.677421724	38	CXCL8|E2F1|VEGFA|CDH1|MMP9|CDKN2A|CDKN1A|E2F2	TGCT
KEGG	KEGG_BUTANOATE_METABOLISM	0.942647059	1	0.034194605	-0.244196024	-0.620884448	23	ACSM3|L2HGDH	TGCT
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.106770833	0.431725543	0.153158809	-0.405680889	-1.277674353	69	FOS|NFKBIA|JUN|LILRB3|IFITM1|NFKBIE|CD19|PPP3CC|CD79A	TGCT
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.299539171	0.705244123	0.173747839	0.286111272	1.075418988	86	GNA11|ERBB2|NOS3|ADRB2|PLCD4|RYR2|HTR2A|SLC25A4|PDGFRB|TNNC2|CACNA1F|RYR1|CACNA1A|PLCB3|AVPR1A|PLCD3|PLCG2|ATP2B4|SPHK2|P2RX7|ATP2A2|CD38|PLCB1	TGCT
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.969821674	1	0.029422766	-0.211278363	-0.623968008	45	ATP1B2|ATP1A3|ATP1B1|CACNA1D|TPM2	TGCT
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.080976864	0.38619735	0.176694269	-0.408896896	-1.30258124	74	ICAM1|SELL|CD8B|CD8A|VCAN|CDH1|CD86|SELPLG|HLA-G|NECTIN2|CD2|CD6|PDCD1|CD28|HLA-B|ITGB2|PTPRC|HLA-F|MPZL1|HLA-DRB5|ICAM3|HLA-DQA2|CD274	TGCT
KEGG	KEGG_CELL_CYCLE	0.11662531	0.447803813	0.142056644	-0.370932339	-1.240298439	114	GADD45B|E2F1|TFDP1|CDKN2B|MCM6|CDK1|CDKN2A|PLK1|CDC25C|GADD45G|CDKN1B|CDKN1A|E2F2|CCNB2|FZR1|CCNE1|CCNA2|CDKN2C|MYC	TGCT
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.062423501	0.362836597	0.197822021	-0.384070551	-1.304403274	130	CXCL8|CXCL1|CXCR4|NFKBIA|CXCR1|CXCL10|CCR7|FOXO3|CXCR2|CCL3L3|CCR1|CXCL16|ARRB2|STAT1|CXCL2|CXCR3|GNG8|GNB2|PF4V1|ITK|WAS|SOS1|VAV3|NCF1|ELMO1|FGR|CCL4L2|NRAS|NFKBIB|GNG5|RAC2|PIK3R5|GRK4|ADCY3|JAK2|ARRB1|RELA|PIK3CB|BRAF|PRKCD	TGCT
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.17076326	0.577490298	0.117249717	-0.383876865	-1.207598522	67	E2F1|NFKBIA|GAB2|CDKN2A|TGFBR1|CDKN1B|CDKN1A|E2F2|MYC|BCL2L1|SOS1|E2F3|NRAS|PIK3R5|BCR|RELA|PIK3CB|BRAF|RB1|SMAD3	TGCT
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.36996904	0.809579312	0.081526514	-0.506743339	-1.100381792	11	PER1|BHLHE40	TGCT
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.950310559	1	0.06879431	0.211094532	0.646507404	27	SUCLA2|PDHA1|OGDH|IDH3A|PDHB|ACLY|CS|PC	TGCT
KEGG	KEGG_COLORECTAL_CANCER	0.345528455	0.774316779	0.078089231	-0.352912108	-1.081695554	57	FOS|JUN|LEF1|TCF7|BIRC5|TGFBR1	TGCT
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.039816663	0.264496404	0.321775918	-0.558298267	-1.521716468	30	PLAUR|CFD|C5AR1|PLAU|F5|SERPINA1|C3AR1|C1QB|C1QA|C3|CD55|SERPINE1|CD46|CR1	TGCT
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.801470588	1	0.041739703	-0.298507896	-0.758975956	23	SMS|CTH|LDHB|MTAP|MTR|MAT2B|DNMT3A|SRM|AHCY	TGCT
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	8.02E-08	7.46E-06	0.704975715	-0.596951769	-1.999437074	118	CXCL8|OSM|TNFRSF25|CXCL1|IL1RAP|CXCR4|CSF3R|IL1R2|TNFRSF1B|VEGFA|FAS|CXCR1|CSF2RB|CXCL10|TNFRSF10C|IL2RG|IL7R|CD27|RELT|CCR7|IFNGR2|TNFSF8|CXCR2|CCL3L3|CCR1|CXCL16|CSF1|IFNGR1|IL1B|IL10RB|TNFRSF13B|TNFRSF1A|ACVR1B|IL13RA1|IL12RB1|TGFBR1|LTBR|CXCL2|CSF2RA|CXCR3|IFNAR1|GHR|PDGFC|TNFSF14|TNFSF13B|IL6R|LTA|PF4V1|LTB|TNFRSF13C|IL15RA	TGCT
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.35583685	0.787924452	0.078502905	-0.381865638	-1.084125291	38	NFKBIA|CXCL10|AIM2|IL1B|POLR3H|POLR1D|CCL4L2|NFKBIB|MAVS|POLR3F|ZBP1|RELA|IRF7|IRF3	TGCT
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.873646209	1	0.080858915	0.235358249	0.787671612	46	ITGB4|RYR2|CACNA1F|ITGA9|ITGA6|ADCY6|ATP2A2|TNF|ITGB5	TGCT
KEGG	KEGG_DNA_REPLICATION	0.619047619	0.982198836	0.09688777	0.288644717	0.922634475	35	MCM3|POLA2|POLD2|PCNA|FEN1|MCM5|RPA1|POLE3|MCM4|RNASEH2A|PRIM2|PRIM1|POLE2|POLE|POLD1|RFC1	TGCT
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.447166922	0.894333844	0.07113274	-0.433129005	-1.020798761	16	ETV7|NOTCH1|SPIRE1|SOS1	TGCT
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.671091445	0.982198836	0.049991391	-0.348907205	-0.861374011	20	GSTM5|MGST1|GSTM3|GSTM4|MGST3	TGCT
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.590574374	0.9807753	0.055826472	-0.364512782	-0.907699233	21	CES1|UPP1|CDA|TPMT|GUSB	TGCT
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	6.38E-08	7.46E-06	0.704975715	0.686263513	2.33400816	49	COL1A1|COL11A2|HSPG2|COL4A2|COL3A1|SDC4|LAMA4|COL6A1|LAMB1|ITGB4|AGRN|GP5|VWF|COL4A1|GP1BA|LAMA5|SDC3|LAMB2|TNXB|FN1|THBS1|RELN|ITGA9|ITGA6|COL6A2|CD47	TGCT
KEGG	KEGG_ENDOCYTOSIS	0.287769784	0.691192865	0.081302735	-0.314841069	-1.090419545	155	NTRK1|CXCR4|CXCR1|PARD6G|IL2RG|RET|CXCR2|HSPA2|HLA-G|TFRC|MVB12B|HLA-B|ARRB2|LDLR|HLA-F|SH3GL1|IGF1R	TGCT
KEGG	KEGG_ENDOMETRIAL_CANCER	0.686382393	0.982198836	0.045770446	-0.291481833	-0.86597462	47	CDH1|CTNNA3|LEF1|FOXO3|TCF7	TGCT
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.004394431	0.071346205	0.407017919	-0.550531588	-1.670835354	54	CXCL8|CXCL1|NFKBIA|JUN|CXCR1|ATP6V0B|CXCR2|TCIRG1	TGCT
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.133247089	0.492997199	0.135002034	-0.396549235	-1.247463222	67	AREG|JUN|NRG1|GAB1|CDKN1B|ELK1|CDKN1A	TGCT
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.320417288	0.744970194	0.087309826	-0.463293142	-1.12776657	18	PLA2G7|LPCAT2|CHPT1|PLA2G6	TGCT
KEGG	KEGG_FATTY_ACID_METABOLISM	0.8	1	0.080419997	0.257174749	0.796389223	29	ACOX1|ACSL4|ACOX3|ACADVL|ACAA2|ADH5|ALDH7A1|ECI1	TGCT
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.9875	1	0.029139552	-0.204404119	-0.619259374	55	GAB2|PLA2G6|MAP2K3|PLA2G4A|SOS1|VAV3|LCP2|MAP2K7|MAPK10|NRAS|MAPK14|RAC2|PIK3R5|PIK3CB|PRKCD|FCER1G|MAP2K6|RAC1	TGCT
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.763729246	1	0.037458421	-0.262949596	-0.846331392	83	FCGR1A|FCGR2A|LIMK2|MARCKS|WASF1|GAB2|PLA2G6	TGCT
KEGG	KEGG_FOCAL_ADHESION	0.000223749	0.006936229	0.518848078	0.398926962	1.625656876	141	COL1A1|COL11A2|COL4A2|COL3A1|PARVA|LAMA4|COL6A1|LAMB1|ITGB4|ERBB2|FLNB|PIK3CG|VWF|BCAR1|COL4A1|LAMA5|LAMB2|PDGFRB|TNXB|FN1|VAV2|FLT1|THBS1|RELN|ITGA9|ITGA6|COL6A2|KDR|ACTN4	TGCT
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.020878207	0.185512752	0.352487858	-0.812408398	-1.601989434	7	ALPL	TGCT
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.209537572	0.629090909	0.111011492	-0.454016458	-1.217002972	28	KHK|ALDOB|PFKFB3|HK2|SORD|MTMR2	TGCT
KEGG	KEGG_GALACTOSE_METABOLISM	0.385861561	0.824945407	0.076674687	-0.42585853	-1.060460648	21	MGAM|GAA|HK2|GLB1|B4GALT1	TGCT
KEGG	KEGG_GAP_JUNCTION	0.333333333	0.756097561	0.152144922	0.306419987	1.067384386	62	TJP1|LPAR1|GNA11|HTR2A|TUBAL3|GJA1|PDGFRB|PLCB3|GNAI1	TGCT
KEGG	KEGG_GLIOMA	0.550344828	0.965699414	0.056059588	-0.319713256	-0.961597933	51	E2F1|CDKN2A|IGF1R|CDKN1A|E2F2|CALM2|SOS1|E2F3|PTEN|NRAS|PIK3R5|CALM1|PIK3CB|BRAF|RB1|CALM3|CAMK2D	TGCT
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.00696205	0.08632942	0.407017919	-0.588331289	-1.659524824	36	ANPEP|GSTM5|MGST1|GGT7|OPLAH|GSTM3|GGT1|GPX4|GCLC|SMS|GSTM4|MGST3	TGCT
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.794655415	1	0.040084563	-0.277020561	-0.786467717	38	DGAT2|GPAT3|AGPAT2	TGCT
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.02536717	0.214467894	0.352487858	-0.482388238	-1.464023755	54	ACHE|MBOAT7|LPCAT2|CHPT1|GPAT3|AGPAT2|PLA2G6|PCYT1B|PHOSPHO1|PEMT|LPGAT1|PGS1|GPAT4|DGKA|MBOAT1|PLA2G4A|LPCAT1|AGPAT4|CHKA|DGKH|ADPRM	TGCT
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.236070381	0.637065637	0.104343953	-0.491164872	-1.208820184	19	ALAS2|GLDC	TGCT
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.943977591	1	0.031781251	-0.230371661	-0.657478784	40	BPGM|ALDOB|ENO3|HK2	TGCT
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.051437216	0.308623298	0.245041785	-0.6120002	-1.469608787	17	CHST7|CHST11|CHPF2|CHST15|B4GALT7|CSGALNACT2|XYLT1	TGCT
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.923430322	1	0.037070539	-0.261172674	-0.612725952	15	EXT1|B4GALT7|XYLT1	TGCT
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.468152866	0.911519498	0.070789909	-0.493997019	-1.017684716	9	ST3GAL1|B4GALT1|B4GALT3|B3GNT2	TGCT
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.037068511	0.264496404	0.321775918	-0.645963785	-1.522407929	16	SGSH|GALNS|ARSB|HPSE|GNS|HEXB|GLB1	TGCT
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.027057777	0.218815065	0.352487858	-0.749588108	-1.594602136	10	ST6GALNAC4|ST3GAL1|HEXB|GLB1|ST3GAL5	TGCT
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.039085209	0.264496404	0.321775918	-0.783750214	-1.545478313	7	ST3GAL1|GBGT1|HEXB	TGCT
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.622291022	0.982198836	0.055710423	-0.410226904	-0.890798519	11	ST3GAL4|B4GALT1|GCNT2|B4GALT3|B3GNT2	TGCT
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.491899853	0.915801336	0.064503125	-0.394948873	-0.983490311	21	PIGA|PIGC|PIGT|PIGP|PIGK|PIGQ|PIGO|PIGG|DPM2|PIGN|PGAP1|GPAA1|PIGV|PIGU|PIGX	TGCT
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.850144092	1	0.070619625	0.284927863	0.723347766	13	GLYCTK|MTHFD1|MTHFD1L|CS|ACO1	TGCT
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.861256545	1	0.032943147	-0.246738371	-0.772496077	66	JUN|PLA2G6|ELK1|CACNA1D|MAP2K3|PLA2G4A|CALM2|SOS1|MAP2K7|MAPK10|NRAS|MAPK14|MAP3K2|ADCY3|CALM1|MAPK7|PRKCD|CALM3|CAMK2D|MAP2K6|PRKX|ADCY9|GNAS|HRAS|PRKACB|MAP2K2	TGCT
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.110144928	0.435892692	0.159646702	-0.506853557	-1.33114133	26	FAS|CD86|HLA-G|IL1B|CD28|HLA-B|HLA-F|HLA-DRB5|HLA-DQA2|HLA-C|HLA-DRB1|HLA-DMB|HLA-DOA	TGCT
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.907600596	1	0.036608222	-0.267601621	-0.651406497	18	PTCH1|BMP6|WNT11|BMP8B|PRKX|PRKACB|CSNK1A1|SUFU|CSNK1D|PRKACA|RAB23|CSNK1G3	TGCT
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.000858004	0.022798389	0.477270815	-0.555724959	-1.739880785	66	CSF3R|IL1R2|ANPEP|FCGR1A|CD8B|CD3E|CD8A|MME|IL7R|CD3G|CD5|CD3D|CD7|CD44|CSF1|CD2|GYPA|TFRC|CD14|IL1B|CD19	TGCT
KEGG	KEGG_HISTIDINE_METABOLISM	0.941877794	1	0.03486522	-0.24394838	-0.593828838	18	HNMT|HEMK1|METTL2B|HAL|ALDH2|BUD23	TGCT
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.217391304	0.629090909	0.166933849	0.399066747	1.175096246	23	RAD52|RAD50|POLD2|XRCC2|RPA1|RAD51B|BLM|POLD1|BRCA2|POLD3	TGCT
KEGG	KEGG_HUNTINGTONS_DISEASE	0.619318182	0.982198836	0.130777138	0.232492101	0.941589335	138	COX7A1|CLTCL1|PPARG|TGM2|SLC25A4|NDUFC1|PLCB3|POLR2I|NDUFA5|MT-CYB|NDUFS2|MT-CO2|UQCR10|NDUFA4|POLR2B|PLCB1|DCTN1|DNAL1|NDUFB6|BDNF|NRF1|DLG4|CYCS|NDUFA8|TP53|HDAC1|NDUFA9|CASP9	TGCT
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.691756272	0.982198836	0.093444922	0.2642561	0.875522953	44	ITGB4|ACE|RYR2|CACNA1F|ITGA9|ITGA6|ATP2A2|TNF	TGCT
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.101449275	0.431725543	0.271288555	0.385530646	1.306567895	48	PIK3CG|PLCD4|PIK3C2B|IPPK|OCRL|PLCB3|INPP1|PLCD3|PLCG2|PLCB1|PIP4K2B|PIK3C2A|IMPA1|IMPA2|PIP4K2C|PLCG1|MINPP1|INPP5B|ALDH6A1|PLCD1|PIK3CA|PLCB4|PI4KB|PLCB2|ITPKB|SYNJ1	TGCT
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.697044335	0.982198836	0.040003152	-0.266211003	-0.890102881	112	SOCS3|PDE3B|PRKAB2|SREBF1|PPP1R3B|IRS2|MKNK2|SOCS2|ELK1|HK2|FLOT1|RPS6|MKNK1|PTPN1|SOCS1|CALM2|SOS1|MAPK10|NRAS|PRKAR1B|SH2B2|PRKAB1|PIK3R5|CALM1|IRS1|SORBS1|PIK3CB|RHOQ|BRAF|PPP1CB	TGCT
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.046242775	0.286705202	0.252961123	-0.537014658	-1.439481814	28	CXCR4|CD86|CD28|TNFRSF13B|LTBR|HLA-DRB5|HLA-DQA2|TNFSF13B|ITGA4|TNFRSF13C|IL15RA|HLA-DRB1|ITGB7|HLA-DMB|IL15|HLA-DOA	TGCT
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.028464559	0.220600328	0.352487858	-0.451720676	-1.458070798	84	OSM|CSF3R|SOCS3|CSF2RB|IL2RG|IL7R|IFNGR2|IFNGR1|IL10RB|STAT1|IL13RA1|IL12RB1|SOCS2|PIM1|CSF2RA|IFNAR1|GHR|MYC|IL6R|IL15RA|BCL2L1|IL4R|SOCS1|IL6ST|SOS1|IFNAR2	TGCT
KEGG	KEGG_LEISHMANIA_INFECTION	2.15E-05	0.001000534	0.575610261	-0.638568326	-1.968186923	60	FOS|NFKBIA|JUN|PTGS2|FCGR1A|FCGR2A|TLR2|FCGR3B|IFNGR2|CYBA|NCF4|IFNGR1|IL1B|ITGB2|STAT1|ELK1|HLA-DRB5|C3|HLA-DQA2|FCGR3A|ITGA4|NCF2|TAB2|CR1|HLA-DRB1|NCF1|HLA-DMB|NFKBIB|HLA-DOA|MAPK14	TGCT
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.670498084	0.982198836	0.043450683	-0.276949369	-0.89146783	82	ICAM1|CXCR4|MMP9|CTNNA3|CYBB|CYBA|NCF4|ITGB2|EZR	TGCT
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.785942492	1	0.046415496	-0.360066321	-0.729192025	8	YOD1|ALDH2	TGCT
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.82547993	1	0.048214971	-0.413632371	-0.713539526	4	PLA2G6|PLA2G4A	TGCT
KEGG	KEGG_LONG_TERM_DEPRESSION	0.729537367	0.995740367	0.089986079	0.257582326	0.851594751	42	GNA11|RYR1|CACNA1A|PLCB3|GNAI1|GNAZ|GNA12|PLCB1	TGCT
KEGG	KEGG_LONG_TERM_POTENTIATION	0.97107438	1	0.02956455	-0.21185344	-0.631509072	48	CAMK4|PPP3CC|CHP1|CALM2|GRIN2D|NRAS|CALM1|BRAF|PPP1CB|CALM3|CAMK2D|PRKX|PPP3R1|RPS6KA3|HRAS|ARAF|PRKACB|MAP2K2|RAP1A	TGCT
KEGG	KEGG_LYSINE_DEGRADATION	0.99859944	1	0.028998112	-0.175376996	-0.500524473	40	PLOD2|KMT5C|AASDH|SUV39H1|KMT5A|PLOD3|ALDH2|ACAT2|DLST|ASH1L|HADH|NSD3|NSD1	TGCT
KEGG	KEGG_LYSOSOME	7.77E-05	0.002888905	0.538434096	-0.544020251	-1.7993592	104	SLC11A1|MCOLN1|SGSH|GALNS|CTSW|GAA|DNASE2|ATP6V0B|GM2A|CTSS|CTSZ|CTSB|IGF2R|TCIRG1|GALC|AP1S2|AP1B1|CTNS|ARSB|LAPTM5|SMPD1|PPT1|LAPTM4A|GNS|HEXB|GLB1|PSAP|NEU1|ENTPD4|CTSD|LAPTM4B|CTSH|ASAH1|GNPTG|CTSC|ATP6AP1|SCARB2|ARSA|ARSG|AGA|ACP5|GUSB	TGCT
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.004602981	0.071346205	0.407017919	-0.422440285	-1.4839408	188	NTRK1|DUSP1|FOS|GADD45B|IL1R2|JUN|FAS|DDIT3|DUSP2|DUSP4|DUSP8|DUSP10|JUND|PLA2G6|HSPA2|CD14|IL1B|GADD45G|TNFRSF1A|MKNK2|ARRB2|DUSP16|TGFBR1|ELK1|RELB|PPP3CC|CACNA1D|NF1|MAP3K13|NR4A1|MAP2K3|MAP3K20|MYC|DUSP14|TAB2|RASGRP1|CHP1|MKNK1|PLA2G4A|SOS1|CASP3|MAP2K7|MAP4K4|ECSIT|HSPA6|MAPK10|NRAS|MAPK14|RAC2|MAP3K2|RASGRP4	TGCT
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.077235772	0.38619735	0.23112671	0.903398143	1.387935088	2	HHEX|HES1	TGCT
KEGG	KEGG_MELANOGENESIS	0.802469136	1	0.038478692	-0.261640848	-0.794066659	54	LEF1|FZD5|MITF|FZD8|TCF7|CALM2|NRAS|DVL3|ADCY3|CALM1|TCF7L2|CALM3|WNT11|CREB3|CAMK2D|PRKX|GNAI2|KITLG|ADCY9|CREB3L2|GNAS|HRAS|PRKACB|MAP2K2	TGCT
KEGG	KEGG_MELANOMA	0.170124481	0.577490298	0.12210792	-0.420429882	-1.232676754	44	E2F1|CDH1|MITF|CDKN2A|IGF1R|CDKN1A|E2F2|PDGFC|E2F3|PTEN|NRAS|PIK3R5|PIK3CB|BRAF|RB1	TGCT
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.627393225	0.982198836	0.053021251	-0.35563648	-0.885595723	21	GSTM5|MGST1|GSTM3|GSTM4|MGST3|CYP1B1	TGCT
KEGG	KEGG_MISMATCH_REPAIR	0.921630094	1	0.070789909	0.232099245	0.672605859	22	POLD2|PCNA|MSH6|RPA1|MLH3|MSH2|POLD1|RFC1|POLD3	TGCT
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.579750347	0.971473554	0.053897903	-0.322700028	-0.935723626	42	DDIT4|VEGFA	TGCT
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.07388535	0.38619735	0.184706471	-0.404254365	-1.307893398	88	ICAM1|FAS|TNFRSF10C|FCGR3B|IFNGR2|HLA-G|TYROBP|IFNGR1|HLA-B|MICB|ITGB2|PPP3CC|CD247|IFNAR1|FCGR3A|MICA|CD48|CHP1|HLA-C|TNFSF10|SOS1|VAV3|CASP3|IFNAR2|LCK|LCP2|NRAS|TNFRSF10B|RAC2|PIK3R5	TGCT
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.235677083	0.637065637	0.097215081	-0.368627825	-1.161222443	68	C5AR1|FPR2|FPR1|VIPR1|P2RY13|OXTR|C3AR1|P2RX4|P2RY6|VIPR2|PTGER4|LTB4R|PTAFR|GABRD|GRID1|GHR|HRH2|KISS1R|PTGER3|S1PR4	TGCT
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.247204969	0.637065637	0.091679525	-0.337857054	-1.122283236	108	NTRK1|NFKBIA|JUN|CAMK4|GAB1|FOXO3|NFKBIE|RIPK2|IRS2|BEX3|CALM2|SOS1|MAP2K7|ARHGDIB|MAPK10|NRAS|NFKBIB|SH2B2|MAPK14|YWHAQ|PIK3R5|CALM1|MAPK7|IRS1|RELA|PIK3CB|BRAF|PRKCD|CALM3|CAMK2D|PTPN11|MAP2K5|RAC1|RPS6KA3|RHOA|RPS6KA5	TGCT
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.263399694	0.65323124	0.100279107	-0.500267601	-1.179031054	16	NAMPT|BST1|NMRK1|NT5C2|PNP|NT5E|NT5C3A	TGCT
KEGG	KEGG_NITROGEN_METABOLISM	0.177195686	0.578217501	0.12687573	-0.575051988	-1.272956246	12	CA1|CA4|GLUL|CTH	TGCT
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.001352306	0.027947654	0.455059867	-0.577635204	-1.753093449	54	CXCL8|CXCL1|NFKBIA|TNFAIP3|NAIP|RIPK2|IL1B|NLRP3|CXCL2|HSP90B1	TGCT
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.665730337	0.982198836	0.08197788	0.355881962	0.850673943	11	RAD50|LIG4|FEN1|XRCC5|PRKDC	TGCT
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.492434663	0.915801336	0.061169263	-0.333916552	-0.992045565	47	E2F1|FHIT|FOXO3|CDKN2A	TGCT
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.401408451	0.848248513	0.127505315	0.315301534	1.039257507	41	DLL4|DTX4|NOTCH4|JAG1|JAG2|RBPJ|DTX3|HES1|KAT2A|PSEN2|CTBP2	TGCT
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.982394366	1	0.073438141	0.180172664	0.593862615	41	ERCC3|POLD2|PCNA|CCNH|RPA1|POLE3|DDB1|XPC|ERCC6|POLE2|POLE|POLD1|RFC1|ERCC2	TGCT
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.657381616	0.982198836	0.048311758	-0.306361975	-0.883162494	41	MGAT3|MAN1C1|ALG11|B4GALT1|ALG5|MGAT4A|MGAT1|ALG12|B4GALT3|MAN1A1|RFT1	TGCT
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.287901991	0.691192865	0.094975153	-0.488344052	-1.150929626	16	OR2B6|ARRB2|OR2W3|CALM2|ADCY3|CALM1|CALM3|CAMK2D|PRKX	TGCT
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.88172043	1	0.039356196	-0.293157276	-0.67370218	14	MTHFS|MTHFD2L|MTHFR|MTR|MTFMT	TGCT
KEGG	KEGG_OOCYTE_MEIOSIS	0.569974555	0.968238401	0.050702794	-0.292729018	-0.94691572	87	SPDYC|CDK1|PPP2R5B|PLK1|CDC25C|IGF1R|CCNB2|PPP3CC|FBXO5|CCNE1|CHP1|CALM2|CDC26|YWHAQ|CDC16|CDC20|AURKA|ADCY3|CALM1|ESPL1|SMC3|PPP1CB|CALM3|PPP2R1B|CAMK2D|PRKX|PPP3R1|SMC1A|RPS6KA3|ADCY9|CCNB1|ANAPC13|SKP1|PTTG1|PRKACB	TGCT
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.135176651	0.492997199	0.147331214	-0.575039302	-1.321492807	14	MAN2B2|HEXB|GLB1|NEU1|AGA|FUCA1|MAN2B1|MANBA|GBA	TGCT
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.867647059	1	0.09854998	0.212555426	0.809628558	93	COX7A1|MT-ND3|NDUFC1|MT-ND4L|NDUFA5|MT-ND1|MT-CYB|MT-ND4|NDUFS2|MT-ND5|MT-ND6|MT-CO2|UQCR10|COX17|NDUFA4|NDUFB6|NDUFA8|MT-ND2|NDUFA9|NDUFS7|ATP6V0E1|NDUFB7|NDUFAB1	TGCT
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.434915773	0.894333844	0.072535186	-0.437479065	-1.031050987	16	B4GALT5|GALNT6|GCNT4|ST3GAL1|GALNT14|GALNT2|GALNT3	TGCT
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.117969822	0.447803813	0.149207542	-0.417032764	-1.265673217	54	GADD45B|FAS|CDK1|CDKN2A|GADD45G|SESN2|CDKN1A|CCNB2|SESN3|CCNE1|SHISA5|SERPINE1|GTSE1|CASP3|PTEN|MDM4|TNFRSF10B	TGCT
KEGG	KEGG_PANCREATIC_CANCER	0.22310757	0.629090909	0.101713902	-0.375026755	-1.161634261	62	E2F1|VEGFA|CDKN2A|STAT1|TGFBR1|E2F2|RALGDS|BCL2L1|E2F3|RALBP1|MAPK10|RAC2|PIK3R5|RELA|PIK3CB|BRAF|RB1|SMAD3|SMAD2|ARHGEF6|RAC1	TGCT
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.383900929	0.824945407	0.079556468	-0.500154755	-1.086074831	11	VNN2|VNN1	TGCT
KEGG	KEGG_PARKINSONS_DISEASE	0.92	1	0.096240602	0.203662677	0.777993239	95	COX7A1|SLC25A4|MT-ND3|NDUFC1|MT-ND4L|NDUFA5|MT-ND1|MT-CYB|MT-ND4|NDUFS2|MT-ND5|MT-ND6|MT-CO2|UQCR10|NDUFA4|NDUFB6|CYCS|NDUFA8|MT-ND2|NDUFA9|CASP9|NDUFS7|NDUFB7|NDUFAB1	TGCT
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.22085048	0.629090909	0.104343953	-0.402564356	-1.188892587	45	TUBB2A|CDH1|LY96|CD14|EZR|TUBB4A|ARPC1B|WAS|NCK2|YWHAQ|TUBA4A	TGCT
KEGG	KEGG_PATHWAYS_IN_CANCER	0.013050143	0.134851474	0.380730401	-0.385932451	-1.390494468	236	CXCL8|NTRK1|FOS|CSF3R|E2F1|NFKBIA|JUN|PTGS2|VEGFA|FAS|LAMB3|CDH1|MMP9|CTNNA3|CDKN2B|RET|LEF1|FZD5|MITF|CDKN2A|FZD8|TCF7|BIRC5|STAT1|TGFBR1|CDKN1B|HSP90B1|IGF1R|CDKN1A|E2F2|SPI1|CSF2RA	TGCT
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.64893617	0.982198836	0.080419997	0.391887295	0.859675211	8	UGDH|AKR1B1|UGT2B28|RPE	TGCT
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.563689605	0.968238401	0.057730855	-0.367604096	-0.927595606	22	ALDOB|DERA|TKT|RPIA|ALDOC|TALDO1|PGD|GPI	TGCT
KEGG	KEGG_PEROXISOME	0.678294574	0.982198836	0.099233334	0.255032	0.885170367	59	PEX11B|PAOX|FAR2|ACOX1|ACSL4|ACOX3|PEX5|DDO|PMVK|MVK|PIPOX|ECH1|MLYCD|NUDT19|PRDX1|CROT|FAR1|HSD17B4	TGCT
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.653333333	0.982198836	0.080202344	0.389133099	0.834051157	7	PRDX6|MAOA|GOT1|ALDH3B1|GOT2	TGCT
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.248962656	0.637065637	0.181383128	0.316488626	1.107722538	63	PIK3CG|PLCD4|PIK3C2B|IPPK|OCRL|DGKQ|PLCB3|INPP1|PLCD3|PLCG2|INPP5D|PLCB1|PIP4K2B|PIK3C2A|DGKG|IMPA1|IMPA2|PIP4K2C|PLCG1|DGKI|INPP5B	TGCT
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.008824902	0.102589488	0.380730401	-0.66663699	-1.660040237	21	ALAS2|HMBS|FECH|CPOX|BLVRB|FTH1|PPOX	TGCT
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.065968466	0.363160518	0.287805131	0.452392006	1.446042269	35	FABP4|LPL|PPARG|FABP5|ACOX1|ACSL4|ACOX3	TGCT
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.165413534	0.577490298	0.147331214	-0.806853088	-1.267256919	3	CYP27A1	TGCT
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.006732122	0.08632942	0.407017919	-0.627391848	-1.658066717	27	CD8B|CD3E|CD8A|IL2RG|IL7R|CD3D|TAP1|TNFRSF13B|CD19|PTPRC|CD79A	TGCT
KEGG	KEGG_PRION_DISEASES	0.0348284	0.259123294	0.321775918	-0.599156503	-1.559752403	25	HSPA5|NOTCH1|EGR1|IL1B|C1QB|ELK1|C1QA	TGCT
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.646596859	0.982198836	0.046230252	-0.288643489	-0.903693909	66	SPDYC|PDE3B|CDK1|PLK1|CDC25C|IGF1R|CCNB2|FZR1|CCNA2|CDC26|MAPK10|MAPK14|CDC16|PIK3R5|ADCY3|CDC25B|PIK3CB|BRAF|PRKX|RPS6KA3|GNAI2|ADCY9|CCNB1|ANAPC13|ARAF|PRKACB	TGCT
KEGG	KEGG_PROPANOATE_METABOLISM	0.91025641	1	0.072535186	0.234846133	0.703764626	26	SUCLA2|ABAT|MLYCD|ALDH7A1|ACACB|ACSS1|ALDH6A1|ALDH1B1|PCCB	TGCT
KEGG	KEGG_PROSTATE_CANCER	0.186375321	0.587556098	0.111011492	-0.372066903	-1.18525568	74	E2F1|NFKBIA|CREB5|LEF1|TCF7|CDKN1B|HSP90B1|IGF1R|CDKN1A|E2F2|CCNE1|PDGFC	TGCT
KEGG	KEGG_PROTEASOME	0.9958159	1	0.028927431	-0.185308848	-0.527623409	39	PSME4|PSME1|PSME2|PSMB7|PSMB10|PSMB9|PSMB3|PSMD11|PSME3|PSMB1|PSMB8|POMP|PSMD7|PSMA4|PSMF1|PSMD8|PSMC1|PSMD6|PSMD13|PSMB2|PSMD4|PSMA3|PSMA7|PSMD1|PSMA6|SEM1|PSMA5|PSMC6|PSMB6|PSMD12|PSMD14|PSMB4|PSMC2|PSMC5|PSMC3|PSMD3|PSMC4|PSMD2|PSMB5	TGCT
KEGG	KEGG_PROTEIN_EXPORT	0.222385862	0.629090909	0.108394256	-0.487417917	-1.213754062	21	HSPA5|SPCS2|SEC11C|SEC62	TGCT
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.251908397	0.637065637	0.102821843	-0.527329461	-1.194385811	13	CA4|ATP1B2|ATP1A3|ATP1B1	TGCT
KEGG	KEGG_PURINE_METABOLISM	0.744128554	0.995740367	0.037147922	-0.258978951	-0.861632216	110	PDE3B|ENTPD5|FHIT|PDE4B|AK5|PDE6H|GUK1|NT5C2|CANT1|NME3|DCK|PNP|POLR2J|ENTPD4|POLR3H|POLR1D|GMPR|ENTPD1|NT5E|NT5C3A|PDE6D|POLR2E|ADPRM|POLR3F|ADCY3|POLR1E|POLE4	TGCT
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.536398467	0.950191571	0.05367696	-0.297799135	-0.958580804	82	ENTPD5|CMPK2|UPP1|NT5C2|CANT1|NME3|DCK|PNP|POLR2J|ENTPD4|POLR3H|CDA|POLR1D|ENTPD1|NT5E|NT5C3A|POLR2E|POLR3F|POLR1E|POLE4|DTYMK	TGCT
KEGG	KEGG_PYRUVATE_METABOLISM	0.859477124	1	0.076476705	0.243166988	0.766840123	32	LDHD|ACYP2|AKR1B1|PDHA1|ALDH7A1|ACACB|ACSS1|PKM|ACYP1|PDHB|ALDH1B1|PC	TGCT
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.726744186	0.995740367	0.120985142	0.219897381	0.897936039	145	TIAM2|ITGB4|ENAH|PIK3CG|BCAR1|APC2|GSN|PDGFRB|SLC9A1|FN1|VAV2|TMSB4Y|CYFIP1|ITGA9|NCKAP1L|ITGA6|LIMK1|ACTN4|GNA12|FGF13|CFL2|MYH10|ROCK2	TGCT
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.829046899	1	0.04148804	-0.30375245	-0.729407064	17	GABARAPL1|ULK1|ATG3|ATG4D	TGCT
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.497289973	0.915801336	0.05998925	-0.324150317	-0.99353904	57	JUN|VEGFA|GAB1	TGCT
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.10543131	0.431725543	0.172324345	-0.692598418	-1.40262283	8	ANPEP|MME	TGCT
KEGG	KEGG_RETINOL_METABOLISM	0.555725191	0.966026967	0.060378636	-0.412498709	-0.934297516	13	DGAT2	TGCT
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.674931129	0.982198836	0.080202344	0.356361462	0.835569125	10	ACP2|PHPT1|RFK|MTMR1	TGCT
KEGG	KEGG_RIBOSOME	0.002088031	0.194186863	0.431707696	-0.624695328	-2.011633452	82	RPS4Y1|RPS26|RPL6|RPS17|RPS24|RPL21|RPL9|RPS15A|RPL31|RPS12|RPL34|RPL5|RPL36AL|RPL32|RPS16|RPL7|RPS3A|RPL38|RSL24D1|RPL11|RPL13|RPS13|RPL39|UBA52|RPS6|RPL30|RPL22|RPL14|RPS20|RPL24|RPL35A|RPL37|RPS21|RPS27A|RPL19|RPL26|RPS25|RPL23|RPL4|RPS7|RPL29|RPL23A|RPL36|RPS27|RPL10|RPS18|RPS8|RPLP2|RPS27L|RPS15|RPL27|RPS5|RPL27A	OV
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.103448276	0.431725543	0.160801401	-0.433218263	-1.302985656	51	CXCL8|NFKBIA|CXCL10	TGCT
KEGG	KEGG_RNA_DEGRADATION	0.443223443	0.894333844	0.123257226	0.28597386	0.988599063	54	ENO2|EDC4|EXOSC7|SKIV2L|EXOSC8|EXOSC2|LSM2|WDR61|LSM7|CNOT1|EXOSC10|CNOT9|CNOT4|EXOSC5|MPHOSPH6|EXOSC9|LSM1|DIS3|EXOSC3	TGCT
KEGG	KEGG_RNA_POLYMERASE	0.915309446	1	0.07307444	0.233176547	0.695311208	25	POLR1B|POLR3A|POLR2I|POLR2B|POLR3GL|POLR3B|POLR1A|POLR2D|POLR1C	TGCT
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.603244838	0.982198836	0.05490737	-0.364127889	-0.898950481	20	GGT7|GGT1|CTH|HEMK1|METTL2B	TGCT
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.223225806	0.629090909	0.099927697	-0.364723988	-1.158049839	72	E2F1|NFKBIA|PTGS2|LAMB3|FHIT|CDKN2B	TGCT
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.079545455	0.38619735	0.188204146	-0.495804062	-1.38552958	33	STX3|VAMP2|STX7|VAMP4|VAMP7|STX11|STX10|SNAP47|STX2|VAMP5|STX6|VTI1B|USE1|STX8|STX17|SNAP29|STX1A|STX4|STX5	TGCT
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.667630058	0.982198836	0.049291766	-0.320202379	-0.858310838	28	GALC|SMPD1|ACER2|GLB1|NEU1|ASAH1|SPTLC1|ARSA	TGCT
KEGG	KEGG_SPLICEOSOME	1	1	0.022512874	-0.155343555	-0.521475915	121	SRSF5|HSPA2|PRPF18|PRPF38B|PCBP1|USP39|HNRNPA1L2|BUD31|BCAS2|DDX5|SRSF7|SNRNP70|SF3A2|WBP11|HSPA6|PQBP1|RBMX|SNRPA|ZMAT2|HNRNPA1|PRPF3|SF3B5|HNRNPA3|SF3B6|SNRPC|HNRNPC|HSPA1B|SF3A1|SNRNP27|TRA2B|SF3B4|SNW1|RBM17|SNRPB2|HNRNPU|SNRPD2|U2SURP|THOC1|SF3B1	TGCT
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.733823529	0.995740367	0.045770446	-0.323933621	-0.823622534	23	AGL|MGAM|GAA	TGCT
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.474654378	0.911519498	0.068311086	-0.438831707	-1.00847532	14	TM7SF2|MSMO1|DHCR24|NSDHL|EBP|FDFT1|SQLE	TGCT
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.096662575	0.431725543	0.287805131	0.580090136	1.472677678	13	AKR1C2|HSD17B3|AKR1C3|AKR1C1|UGT2B28	TGCT
KEGG	KEGG_SULFUR_METABOLISM	0.709333333	0.992	0.07588869	0.364266126	0.780752356	7	PAPSS2|SULT1A1|PAPSS1	TGCT
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.066384181	0.363160518	0.206587923	-0.49548928	-1.392515764	35	FCGR1A|FCGR2A|CD86|FCGR3B|CD28|C1QB|C1QA|HLA-DRB5|C3|HLA-DQA2|FCGR3A	TGCT
KEGG	KEGG_TASTE_TRANSDUCTION	0.740641711	0.995740367	0.073805272	0.343478146	0.786273585	9	CACNA1A|ADCY6|PLCB2	TGCT
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.076788831	0.38619735	0.213927855	-0.811496067	-1.399877186	4	GGT7|GGT1|CSAD	TGCT
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.923664122	1	0.036916059	-0.266195146	-0.602924223	13	IDI1|HMGCR	TGCT
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.098901099	0.431725543	0.276500599	0.375548554	1.29825484	54	DCN|ID1|ACVRL1|SMAD6|SMAD1|ID3|THBS1|E2F5|ROCK2|SMAD5|TNF	TGCT
KEGG	KEGG_THYROID_CANCER	0.176470588	0.578217501	0.123842171	-0.473742047	-1.252002113	27	NTRK1|CDH1|RET|LEF1|TCF7	TGCT
KEGG	KEGG_TIGHT_JUNCTION	0.253456221	0.637065637	0.190023305	0.291094746	1.094150589	86	TJP1|MPDZ|JAM2|MYH3|MYH11|EPB41L2|MAGI1|PRKCE|MAGI3|GNAI1|LLGL1|PRKCQ|ACTN4|TJAP1|JAM3|MYH10|CLDN5|EPB41L1|SPTAN1|EXOC4|PPP2R2B	TGCT
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.001341636	0.027947654	0.455059867	-0.539425199	-1.716000769	73	CXCL8|FOS|NFKBIA|JUN|CXCL10|CD86|TLR8|TLR2|LY96|CD14|IL1B|STAT1|TICAM1|IFNAR1|MAP2K3	TGCT
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.152173913	0.544314381	0.202071709	0.422689105	1.244654894	23	INMT|IDO1|MAOA|KMO|OGDH|ALDH7A1	TGCT
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.529667149	0.950191571	0.060118614	-0.35249439	-0.960770523	30	SOCS3|IRS2|SOCS2|HK2|CACNA1D|SOCS1|MAPK10|PIK3R5|IRS1|PIK3CB|PRKCD	TGCT
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.462664714	0.911519498	0.067206509	-0.370756354	-1.014751162	31	FAS|CD86|HLA-G|IL1B|CD28|HLA-B|HLA-F|HLA-DRB5|HLA-DQA2|LTA|HLA-C|HLA-DRB1|HLA-DMB|HLA-DOA	TGCT
KEGG	KEGG_TYROSINE_METABOLISM	0.821875	1	0.076476705	0.274219159	0.770334373	19	TPO|HGD|MAOA|GOT1|LCMT2|ADH5	TGCT
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.014481243	0.14176375	0.380730401	-0.459213473	-1.484321082	90	FOS|NFKBIA|JUN|CD8B|CD3E|CD8A|CD3G|CD3D|NFKBIE|PDCD1|CD28|PTPRC|PPP3CC|CD247|RASGRP1|CHP1|ITK|SOS1|VAV3|NCK2|LCK|LCP2|MAP2K7|NRAS|NFKBIB|MAPK14	TGCT
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.533333333	0.950191571	0.052375908	-0.287494702	-0.967913826	124	SOCS3|CDC34|UBE2D1|UBE2B|UBE4A|UBE2L6|UBE2S|UBE2M|UBE2H|UBE2R2|FZR1|UBE2D3|NEDD4L|MGRN1|SYVN1|UBE3B|CUL4A|CUL3|SOCS1|UBE2L3|ELOC|CDC26|PIAS4|CDC16|CDC20|FBXW7|ERCC8|UBE2E2|BIRC2|UBE2D4|UBE2A|CUL4B|UBE2J1|UBOX5|UBE2O|UBE2D2|UBE2G1|ELOB|ANAPC13|SKP1|UBE2K|MDM2|UBE2Q1|UBE2N|SAE1|UBE2J2|UBE2I	TGCT
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.869333333	1	0.06568136	0.291765036	0.625356636	7	PDHA1|BCAT2|PDHB	TGCT
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.88028169	1	0.079131665	0.234121058	0.751306877	37	ACAA2|ABAT|ALDH7A1|BCAT2|ALDH6A1|ALDH1B1|PCCB|ACAD8|HSD17B10|HMGCL|ACADS|ALDH3A2|HIBCH|PCCA|ACADM|MCEE|ECHS1|HADHB|ALDH9A1|DBT|AUH|BCAT1|ACAT1|MCCC2|HADHA|OXCT1|HMGCS1|HIBADH|MCCC1|IVD|BCKDHB|DLD|HADH|ACAA1|ACADSB|ACAT2|ALDH2	TGCT
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.009664934	0.105745752	0.380730401	0.422365365	1.512083009	71	RAMP2|NPR1|RAMP3|GNA11|CALCRL|MYH11|KCNMB4|PRKCE|CACNA1F|PLCB3|AVPR1A|CALD1|PPP1R14A|PRKCQ|GNA12|ADCY6|ROCK2|PLCB1	TGCT
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.64838256	0.982198836	0.049391011	-0.314706808	-0.887703525	36	AQP3|CREB5|VAMP2	TGCT
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.789835165	1	0.039275857	-0.265479471	-0.807364986	56	PTGS2|VEGFA|PLA2G6	TGCT
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.795518207	1	0.039840695	-0.278645574	-0.795252129	40	ERO1A|KCNQ1|ATP6V0B|TCIRG1	TGCT
KEGG	KEGG_VIRAL_MYOCARDITIS	0.24757953	0.637065637	0.097877328	-0.385032967	-1.152166633	50	ICAM1|CD86|HLA-G|CD28|HLA-B|ITGB2|HLA-F|HLA-DRB5|HLA-DQA2|CD55|HLA-C|HLA-DRB1|CASP3|HLA-DMB|DAG1|HLA-DOA|RAC2|CAV1|HLA-DPA1|HLA-A	TGCT
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.823970037	1	0.032797119	-0.250241038	-0.821216229	100	JUN|FOSL1|LEF1|FZD5|FZD8|TBL1X|TCF7|PPP2R5B|PORCN	TGCT
KEGG	KEGG_ABC_TRANSPORTERS	0.031068704	0.20072977	0.352487858	-0.524262078	-1.553696376	25	ABCC5|ABCA1|ABCA7|ABCC3|TAP1|ABCB10|ABCB8|ABCC1|ABCB5|ABCC4|ABCD3|ABCA6	THCA
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.996047431	1	0.078711381	0.153229292	0.615803162	53	RUNX1T1|TCF7L1|CCND1|PIK3CG|FLT3|PIK3CD|CEBPA|MTOR|ZBTB16	THCA
KEGG	KEGG_ADHERENS_JUNCTION	0.667571235	0.823066921	0.046415496	-0.243610072	-0.87811478	65	WASF1|CDH1|IGF1R|NECTIN2|LEF1|VCL|PTPRF|SMAD2|CDC42|RAC1|PTPRJ|ACTN1|RHOA|FER|SSX2IP|TCF7|NLK|PARD3|ACP1|SRC|YES1|ACTB	THCA
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.007747439	0.120085311	0.407017919	-0.490762624	-1.705564426	51	NFKBIA|SOCS3|TNFRSF1B|PRKAB2|MAPK10|ADIPOR1|IRS1|IRS2|ADIPOR2|IKBKG|JAK2	THCA
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.206214689	0.498219812	0.163180127	0.396400817	1.233333456	18	ACY3|ASS1|CAD|ASL|GPT2|GOT1|GLUD2|GLUD1|ABAT|GOT2	THCA
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.060029283	0.301768826	0.222056046	-0.499466077	-1.456500982	24	ATP1B1|ATP1B2|NEDD4L|IRS1|IRS2|PIK3CB|PRKCA|ATP1A3	THCA
KEGG	KEGG_ALLOGRAFT_REJECTION	0.177233429	0.478008089	0.12210792	-0.414499741	-1.247629385	26	FAS|CD28|HLA-B|HLA-G|HLA-C|HLA-F|HLA-DRB5|HLA-A|CD86	THCA
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.936056838	0.994894697	0.043276871	-0.30256396	-0.599804698	6	PLA2G12A|PLA2G4A	THCA
KEGG	KEGG_ALZHEIMERS_DISEASE	0.866421569	0.947967128	0.029422766	-0.196778684	-0.782174956	127	FAS|BACE1|MME|CASP3|CAPN2|MT-CO1|APP|ERN1|CALM3|NCSTN|CAPN1|UQCRH|CALM2|NDUFA6|GNAQ|MT-CO2|EIF2AK3|MT-ATP6|ITPR2|GRIN2D|SNCA|MT-CO3|ATP2A3|ADAM17|CALM1|MT-ATP8|MT-CYB	THCA
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.507246377	0.742896268	0.099233334	0.303913077	0.969312033	20	MTFMT|VARS2|DARS2|TARS2|HARS2|YARS2|EARS2|PSTK|WARS2|AARS2	THCA
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.930594901	0.994894697	0.033016251	-0.205038456	-0.667846244	37	HEXB|UXS1|HK1|NPL|CYB5R1|GFPT1|CYB5R3|GALK2|UGP2|CMAS|RENBP	THCA
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.820367751	0.919207239	0.038875879	-0.233134406	-0.772760535	41	TNFRSF1B|NEFL|CASP3|MAP2K3|BCL2L1|GPX1|RAC1|MAPK14|GRIN2D|CCS|BAD|RAB5A|MAP3K5|PPP3R1|DERL1|CHP1	THCA
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.042119565	0.246579105	0.257206466	-0.412081998	-1.454005312	57	HSPA2|HSPA5|CD8B|HLA-B|HLA-G|TAPBP|TAP1|HLA-C|HLA-F|CD74|HLA-DRB5|HLA-A|CD8A|CTSB|CTSS|B2M|LGMN	THCA
KEGG	KEGG_APOPTOSIS	0.148344371	0.478008089	0.128788713	-0.333341162	-1.236387197	78	IL1RAP|NTRK1|NFKBIA|FAS|TNFRSF10C|CSF2RB|CASP3|CAPN2|BCL2L1|IKBKG|PIK3CB|IRAK2|PRKAR1B|CAPN1	THCA
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.225475842	0.499267936	0.107140237	-0.406740207	-1.186101597	24	PTGS2|CYP4F3|GGT7|GPX4|GPX7|GPX1|PLA2G12A|PLA2G4A|GGT1|TBXAS1|ALOX12	THCA
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.222972973	0.499267936	0.172324345	0.31400549	1.168997112	37	NOS1|ALDH1B1|ASS1|NOS3|PYCR3|ASL|NAGS|MAOA|GOT1|GLUD2|ALDH3A2|GLUD1	THCA
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.616788321	0.823066921	0.101350744	0.242781656	0.937590918	45	ITGA8|DES|CACNA2D3|TCF7L1|ITGB4|DSP|GJA1	THCA
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.217391304	0.498219812	0.145516146	0.541846601	1.243677455	7	ALDH1B1|UGDH|ALDH3A2|ALDH7A1	THCA
KEGG	KEGG_ASTHMA	0.767705382	0.886914293	0.074927882	0.259271802	0.764769347	16	TNF|HLA-DQA1|HLA-DQB1	THCA
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.177325581	0.478008089	0.12267919	-0.405682558	-1.229915038	27	FAS|CD28|HLA-B|HLA-G|HLA-C|HLA-F|HLA-DRB5|HLA-A|CD86	THCA
KEGG	KEGG_AXON_GUIDANCE	0.745123537	0.866206112	0.039436651	-0.224346177	-0.842267712	82	CXCR4|PLXNA2|SEMA4F|SEMA4A|SEMA6B|LIMK2|ABLIM1|NCK2|EPHB6|NFAT5|ITGB1|CDC42|RAC1|PTK2|ARHGEF12|RHOA|PLXNA3	THCA
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.24137931	0.508204147	0.158514105	0.349830128	1.163121084	24	GLI3|FZD8|TCF7L1|FZD1|TP53|FZD2|DVL2|CTNNB1|APC2|AXIN2	THCA
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	1	1	0.029777461	-0.122481938	-0.379039885	29	GTF2A2|TBPL1|GTF2H2|TAF12|GTF2H3|GTF2F2|GTF2H1|TAF7|TAF4B|TAF2|GTF2B|GTF2I|GTF2A1|GTF2E2|TAF9B|TAF9|GTF2F1|TAF6|TAF13|GTF2E1|TAF11|TAF10|TBP|TAF7L|TAF6L|TAF1|TAF5L|TAF4|TAF5	THCA
KEGG	KEGG_BASE_EXCISION_REPAIR	0.005785084	0.107602567	0.407017919	0.486420528	1.758277767	33	NTHL1|PARP1|LIG3|SMUG1|UNG|FEN1|PCNA|MBD4|PARP4|POLD2|APEX2|POLD4|PARP2|MPG|NEIL2|OGG1|NEIL1|POLE4|POLE|POLD3|POLD1	THCA
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.644628099	0.823066921	0.082664645	0.30269032	0.877568744	15	ALDH1B1|ALDH3A2|SRM|ABAT|ECHS1|ALDH7A1|MLYCD|HADHA|EHHADH	THCA
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.46870229	0.708769317	0.068632563	-0.367839395	-1.012838992	19	ELOVL6|FADS1|HSD17B12|ACOT7|HACD2	THCA
KEGG	KEGG_BLADDER_CANCER	0.005309596	0.107602567	0.407017919	-0.520441397	-1.697315562	38	CXCL8|E2F1|VEGFA|MMP9|CDKN1A|CDH1	THCA
KEGG	KEGG_BUTANOATE_METABOLISM	0.667711599	0.823066921	0.087831263	0.260007763	0.864478176	24	ALDH1B1|BDH1|PDHB|ALDH3A2|BDH2|ACAT1|PDHA1|ABAT|ACAT2|ACADS|ECHS1|ALDH7A1	THCA
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.215552524	0.498219812	0.105520937	-0.328431218	-1.187323077	69	FOS|NFKBIA|JUN|LILRB3|IFITM1|DAPP1|IKBKG|PIK3CB|NFAT5|RAC1|VAV3|CD19	THCA
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.383248731	0.625300561	0.069448144	-0.273583676	-1.050708173	93	TRHR|OXTR|BST1|PTAFR|CAMK4|ADORA2B|PTGER3|VDAC3|TBXA2R|SPHK1|ADCY3|MYLK|F2R|AVPR1A|PRKCA|P2RX1|GNA15|CALM3|GNAS|CALM2|P2RX4|TRPC1|GNAQ|PRKACB|ITPR2|GRIN2D|PHKB|ATP2A3|CALM1	THCA
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.147180193	0.478008089	0.132147261	-0.373613273	-1.255076933	44	ATP1B1|ATP1B2|MT-CO1|TPM1|TPM2|UQCRH|ATP1A3|MT-CO2|MT-CO3|TPM4|MT-CYB|RYR2|COX6B1|TPM3|ATP1B3	THCA
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.072178478	0.330273385	0.190023305	-0.354074149	-1.319658932	80	ICAM1|SELL|VCAN|CDH1|CD8B|CD28|HLA-B|HLA-G|NLGN1|NECTIN2|CD99|SELPLG|CLDN15|PTPRF|HLA-C|HLA-F|HLA-DRB5|HLA-A|CD8A|ICAM2|CD86|ITGB1|PECAM1|ESAM	THCA
KEGG	KEGG_CELL_CYCLE	0.056532663	0.301768826	0.211400189	-0.338858689	-1.330455554	117	E2F1|CDKN2B|GADD45B|MCM6|CDKN1A|CDC25C|TFDP1|YWHAH|CDK1|E2F3|YWHAE|CDC16|RBX1|CCNB1|GADD45G|TTK|SMAD2|TGFB1|CHEK1|YWHAQ|PLK1|YWHAZ|CDKN2C|RBL1|CDC20|CDKN2D|SKP1|CCNE2|BUB1|CCND3|ORC5|ORC4|WEE1|CDC14B|CDC14A|CHEK2|FZR1|CDC27|E2F2|STAG1|BUB1B|MDM2|GADD45A|RB1|RAD21|ANAPC10|CDK6|STAG2|CDK2|GSK3B|SMC3	THCA
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.063549161	0.309964777	0.193813303	-0.325231824	-1.305371179	136	CXCL8|CXCR4|CXCL1|NFKBIA|CCL3L3|CXCR1|CXCL10|CXCL16|GNG8|FOXO3|ELMO1|CXCL2|ADCY3|CCR7|IKBKG|PIK3CB|JAK2|PRKCD|CCL5|CCR1|CDC42|RAC1|PTK2|VAV3|CXCR2|PRKACB|RHOA|GNG11|GRK4	THCA
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.435261708	0.686090489	0.067206509	-0.281190191	-1.012538826	68	E2F1|NFKBIA|CDKN1A|BCL2L1|IKBKG|PIK3CB|E2F3|GAB2|BCR|TGFB1	THCA
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.638844302	0.823066921	0.056176659	-0.350988881	-0.872897153	13	PER1	THCA
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.016712604	0.182855544	0.352487858	0.461827069	1.576823756	27	SUCLA2|ACLY|PDHB|FH|ACO1|MDH1|SUCLG1|PDHA1|OGDH|CS|IDH1|DLAT|IDH2|SDHB|IDH3B|IDH3A|PCK2|MDH2|SDHC	THCA
KEGG	KEGG_COLORECTAL_CANCER	0.219346049	0.498219812	0.104343953	-0.332691558	-1.174642888	58	FOS|JUN|MAPK10|BIRC5|CASP3|LEF1|PIK3CB|SMAD2|TGFB1|RAC1|RHOA|BRAF|TCF7	THCA
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.000702713	0.032676133	0.477270815	-0.599478743	-1.865364804	30	PLAU|PLAUR|C5AR1|CFD|F5|SERPINA1|CD55|CD46|SERPING1|F2R|C3AR1|TFPI|THBD|CR1|PROS1|C1QB|SERPINE1|CD59|F13A1|F8	THCA
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.591928251	0.821631752	0.056411839	-0.322733354	-0.927143668	23	SMS|ADI1|AMD1|DNMT3B|MTR|CTH|LDHB|DNMT1|MPST|DNMT3A|MAT2B	THCA
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	1.27E-05	0.001183685	0.593325476	-0.468438986	-1.86676934	129	CXCL8|OSM|IL1RAP|VEGFA|TNFRSF25|CXCR4|CXCL1|CSF3R|IL1R2|CCL3L3|TNFRSF1B|FAS|TNFRSF10C|CSF1|IL7R|CXCR1|CSF2RB|CXCL10|PDGFC|GHR|CXCL16|ACVR1B|IFNGR1|KITLG|RELT|CXCL2|IL2RG|IL13RA1|TNFSF13B|CCR7|IL6ST|TNFSF8|CCL5|CCR1|TNFSF4|TGFB1|PDGFA|ACVR1|CXCR2	THCA
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.661129568	0.823066921	0.091679525	0.236867096	0.890459881	38	IL33|CCL4|IL18|CCL4L2|POLR3A|POLR3H|DDX58|POLR3GL|RIPK1|POLR3D|NFKB1|IKBKE|PYCARD|POLR3B|POLR1C	THCA
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.576779026	0.812734082	0.107140237	0.234541296	0.945457351	51	ITGA8|TNF|DES|ADCY4|CACNA2D3|ITGB4|TGFB3	THCA
KEGG	KEGG_DNA_REPLICATION	0.65448505	0.823066921	0.092259726	0.243597223	0.895796141	35	RNASEH2A|MCM3|FEN1|PCNA|MCM5|POLD2|POLA2|POLD4|MCM4|POLE4|POLE|POLD3|RPA2|POLD1	THCA
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.174114022	0.478008089	0.128142917	-0.477412663	-1.261925384	16	ETV7|NOTCH1|SPIRE1|ETV6|SOS1	THCA
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.333333333	0.58490566	0.085288469	-0.383686816	-1.102249882	23	GSTM5|MGST1|MAOB|GSTM4|MGST3|GSTM2|GSTM1|UGT2B28	THCA
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.611764706	0.823066921	0.089164712	0.272477261	0.886235593	21	NAT1|TK1|UMPS|CES2|ITPA|TK2|IMPDH1|UCK2	THCA
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	0.026066542	0.186476031	0.352487858	0.371205636	1.496363767	51	LAMB1|LAMA3|ITGA8|HSPG2|COL1A1|LAMA4|COL6A1|COL6A2|ITGB4|COL4A1|COL4A2|SDC4|COL5A2	THCA
KEGG	KEGG_ENDOCYTOSIS	0.108490566	0.420400943	0.143758989	-0.303544353	-1.240904062	158	CXCR4|NTRK1|HSPA2|CXCR1|PARD6G|IGF1R|HLA-B|HLA-G|NEDD4L|LDLR|DAB2|RAB4A|RAB11A|MVB12B|RAB31|TFRC|LDLRAP1|IL2RG|VPS37B|HLA-C|HLA-F|F2R|HLA-A|DNAJC6|PIP5K1B|CDC42|ASAP1|AP2B1|CXCR2|GRK4|EEA1|EGF|VPS37A|CHMP4B|AP2S1|AP2M1|SH3GLB1|PIP5K1C|PARD3|ARRB1|GRK5|STAM|SRC|ARRB2|RUFY1|CHMP6|EHD1|RAB5A|HLA-E|VPS28|RAB11B|ASAP2|DNM1L|CHMP5|WWP1|CHMP1B	THCA
KEGG	KEGG_ENDOMETRIAL_CANCER	0.989026063	1	0.028433344	-0.161786636	-0.550759217	46	CDH1|FOXO3|LEF1|PIK3CB|EGF|BRAF|TCF7|SOS1|NRAS|BAD|ARAF|PTEN|AKT3|MAPK1	THCA
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.011593638	0.154029763	0.380730401	-0.456220253	-1.605462794	55	CXCL8|CXCL1|NFKBIA|JUN|MAPK10|CXCR1|ATP6AP1|CASP3|ATP6V0B|IKBKG|ATP6V0A1|CCL5|CDC42|RAC1|CXCR2|MAPK14	THCA
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.090040928	0.364434142	0.172324345	-0.359706532	-1.297173089	67	AREG|NRG1|JUN|MAPK10|CDKN1A|GAB1|NCK2|PIK3CB|PRKCA|PTK2|EREG|EGF|BRAF|MAP2K4|SOS1|CRKL|NRAS|SRC	THCA
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.237654321	0.508204147	0.107140237	-0.435121978	-1.181968559	18	PLA2G7|CHPT1|LPCAT2|PLA2G12A|PLA2G4A	THCA
KEGG	KEGG_FATTY_ACID_METABOLISM	0.01873311	0.183387283	0.352487858	0.426127519	1.515816901	31	ALDH1B1|ACOX3|ACAA2|ECI1|ADH1B|ACADVL|ALDH3A2|ACAT1|ACOX1|ACAT2|ECI2|ACADS|ECHS1|ALDH7A1|GCDH|ADH5	THCA
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.710597826	0.851648352	0.043625124	-0.238917905	-0.841583609	56	MAPK10|FCER1G|MAP2K3|PIK3CB|GAB2|PRKCA|PRKCD|PLA2G12A|RAC1|VAV3|PLA2G4A|MAPK14	THCA
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.361979167	0.61768922	0.073621274	-0.284313074	-1.067403686	83	FCGR2A|WASF1|FCGR1A|MARCKS|LIMK2|ARPC1B|SPHK1|PIK3CB|GAB2|PRKCA|PRKCD|PIP5K1B|CDC42|RAC1|VAV3|PLA2G4A|ASAP1	THCA
KEGG	KEGG_FOCAL_ADHESION	0.62514828	0.823066921	0.043276871	-0.227452848	-0.919399997	146	VEGFA|CAV2|JUN|LAMB3|MAPK10|PDGFC|IGF1R|ITGA2|CAPN2|COL1A2|VCL|MYLK|PIK3CB|THBS3|PRKCA|CAV1|MYL12A|ITGB1|MYL12B|CDC42|RAC1|PTK2|VAV3|PDGFA|LAMC1|ITGA1|ACTN1|ITGA2B|RHOA|EGF|ARHGAP5|BRAF|VEGFC|FLNA|PIP5K1C|SOS1|CCND3|PARVB|CRKL|TLN1|ITGA5|PDGFD|SRC|RAP1A	THCA
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.287394958	0.551087239	0.100633389	-0.539451017	-1.177572899	8	ALPL	THCA
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.132857143	0.47521978	0.142901149	-0.424761382	-1.305159976	28	PFKFB3|KHK|MTMR2|HK1|SORD|ALDOB|PFKP	THCA
KEGG	KEGG_GALACTOSE_METABOLISM	0.187311178	0.490702523	0.121543282	-0.445160432	-1.249676615	21	MGAM|GAA|B4GALT1|HK1|GLB1|PFKP|GLA	THCA
KEGG	KEGG_GAP_JUNCTION	0.113360324	0.421700405	0.151148761	-0.356928956	-1.286176981	64	TUBB2A|PDGFC|TUBA4A|CDK1|ADCY3|PRKCA|TUBAL3|PDGFA|GNAS|GNAQ|TUBB1|PRKACB|PRKG2|PRKG1|MAP2K5|ITPR2|TUBB4B|EGF|SOS1|TUBA1B|PDGFD|NRAS|SRC	THCA
KEGG	KEGG_GLIOMA	0.236734694	0.508204147	0.09957912	-0.336339629	-1.168892818	51	E2F1|CDKN1A|IGF1R|PIK3CB|E2F3|PRKCA|CALM3|PDGFA|CALM2|EGF|BRAF|CALM1|SOS1|NRAS|E2F2|PDGFB|ARAF|PTEN|MDM2|AKT3|RB1|MAPK1|PRKCB|CDK6	THCA
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.003671827	0.096899112	0.431707696	-0.536080265	-1.748318604	38	GSTM5|ANPEP|MGST1|GGT7|GPX4|SMS|GSTM4|GPX7|MGST3|GPX1|GSTM2|GSTM1|GGT1|TXNDC12|GSTM3|PGD|OPLAH|GCLC|ODC1|GSR	THCA
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.368045649	0.621548179	0.077476755	-0.327188065	-1.067058457	38	DGAT2|DGKH|DGKI|GK|GPAT3|GPAT4|GLA|DGKE|MBOAT1|LCLAT1|MBOAT2	THCA
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.004167704	0.096899112	0.407017919	-0.486199013	-1.71095961	55	ACHE|MBOAT7|CHPT1|PCYT1B|LPCAT2|DGKH|DGKI|LPGAT1|CDS2|GPAT3|GPAT4|PLA2G12A|PLA2G4A|CRLS1|DGKE|PGS1|MBOAT1|LCLAT1|CDIPT|MBOAT2|LPCAT3|AGPAT1|PHOSPHO1|DGKD|CHKA|LPCAT4	THCA
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.07480916	0.33129771	0.202071709	-0.515659218	-1.419858152	19	ALAS2|GLDC|MAOB	THCA
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.711864407	0.851648352	0.088626113	0.229704017	0.87179222	41	ALDH1B1|ENO2|HK3|ADH1B|ACSS1|PDHB|ALDH3A2|ALDH3B1|PGM1|FBP1|PFKL|PDHA1|DLAT	THCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.286384977	0.551087239	0.096562955	-0.429385597	-1.148814865	17	CHST7|DSE|CHST11|CSGALNACT2|CHST12|CHPF2|CHSY1	THCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.834710744	0.929677834	0.069283647	0.245638031	0.712161056	15	B3GAT1|HS3ST3B1|B3GAT3|EXTL3|HS6ST1	THCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.198360656	0.498219812	0.123257226	-0.552879078	-1.284162417	10	B4GALT1|ST3GAL1|FUT8|ST3GAL3|B3GNT2	THCA
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.014868587	0.182855544	0.380730401	-0.627003232	-1.657332022	16	GALNS|SGSH|HEXB|HPSE|GLB1|HYAL3|GNS|GUSB|IDUA|ARSB	THCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.029822918	0.20072977	0.352487858	-0.676376605	-1.57100793	10	HEXB|ST3GAL1|GLB1|ST6GALNAC4|ST3GAL5|SLC33A1	THCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.090756303	0.364434142	0.19189224	-0.672194801	-1.467340603	8	HEXB|ST3GAL1|GLA	THCA
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.697933227	0.848467845	0.051635596	-0.331390279	-0.811019841	12	ST3GAL4|B4GALT1|GCNT2|ST3GAL3|B3GNT2	THCA
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.932053176	0.994894697	0.034940106	-0.221992505	-0.632917364	22	PIGT|PIGA|PIGU|PIGK|PIGB|PIGP|PIGO|DPM2|PIGF|PIGG|PIGQ|PIGX|GPLD1|PIGN|PIGC	THCA
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.963081862	1	0.037302976	-0.222029398	-0.552179399	13	MTHFD2L|MTHFD2	THCA
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.219645293	0.498219812	0.104343953	-0.328520115	-1.182910753	66	JUN|MAPK10|MAP2K3|ADCY3|PRKCA|ATF4|PRKCD|PLA2G12A|CALM3|CDC42|GNAS|CALM2|PLA2G4A|GNAQ|PRKACB|MAPK14|ITPR2|CALM1|MAP2K4|SOS1|NRAS|SRC	THCA
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.272857143	0.537316977	0.094050347	-0.36963562	-1.135775608	28	FAS|CD28|HLA-B|HLA-G|HLA-C|HLA-F|HLA-DRB5|HLA-A|CD86	THCA
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.854984894	0.943744104	0.040003152	-0.253362122	-0.711250813	21	BMP6|WNT11|RAB23|PRKACB|STK36|CSNK1G3	THCA
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.000405398	0.025134683	0.498493109	-0.522833191	-1.884600044	65	CSF3R|IL1R2|ANPEP|CSF1|IL7R|CD8B|CD55|CD5|MME|FCGR1A|ITGA2|KITLG|CD3E|CD14|CD3G|TFRC|CD3D|CD44|HLA-DRB5|CD8A|CD7|GP9|CD19|CR1|ITGA1|CSF2RA|ITGA2B|CD36	THCA
KEGG	KEGG_HISTIDINE_METABOLISM	0.059358731	0.301768826	0.321775918	0.46585975	1.451048123	19	ACY3|ALDH1B1|AMDHD1|LCMT2|MAOA|ALDH3A2|ALDH3B1	THCA
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.174174174	0.478008089	0.184706471	0.380776602	1.254937492	23	RAD51D|RAD50|POLD2|POLD4|MUS81|RAD52|POLD3|RPA2|POLD1|SEM1|XRCC2|SSBP1|RPA3	THCA
KEGG	KEGG_HUNTINGTONS_DISEASE	0.998805257	1	0.02026911	-0.152761279	-0.614648819	140	CREB5|DCTN4|DNAH2|CASP3|VDAC3|GPX1|MT-CO1|UQCRH|SOD2|AP2B1|CREB3L2|NDUFA6|GNAQ|TBPL1|MT-CO2|BBC3|MT-ATP6|POLR2E|MT-CO3|MT-ATP8|AP2S1|AP2M1|MT-CYB	THCA
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.648351648	0.823066921	0.09854998	0.235351788	0.919710119	47	ITGA8|TNF|DES|CACNA2D3|ITGB4|TGFB3|ACE	THCA
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.242537313	0.508204147	0.173747839	0.286006474	1.129665085	49	PIK3C2B|ALDH6A1|PLCE1|INPP1|PIK3CG|PLCG2|INPP4A|PIP4K2C|PIK3CD|PLCD1|ISYNA1|PLCB2|IPPK|PLCG1|PLCD3|PLCB3|PI4KB	THCA
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.403003755	0.651814768	0.066284219	-0.267720581	-1.045446681	112	SOCS3|PRKAB2|MAPK10|PDE3B|IRS1|IRS2|SREBF1|PTPRF|HK1|PIK3CB|PYGL|CALM3|PRKAR1B|MKNK1|CALM2|RHEB|PRKACB|SOCS2|PHKB|BRAF|CALM1|PPP1R3B|SOS1|PRKAR1A|CRKL|SH2B2|ACACA|NRAS|PHKG1|BAD|MAPK8|MKNK2|FLOT1|PPP1CB|ARAF|AKT3|MAPK1|PYGM|PRKAR2B|GSK3B|RPS6KB1|PRKAA1|HK2|ELK1|CBL	THCA
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.161337209	0.478008089	0.129442888	-0.412982663	-1.252046897	27	CXCR4|CD28|TNFSF13B|HLA-DRB5|CD86|TGFB1	THCA
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.418393782	0.670138067	0.06613262	-0.271858372	-1.030263207	87	OSM|CSF3R|SOCS3|IL7R|CSF2RB|GHR|IFNGR1|BCL2L1|IL2RG|IL13RA1|PIK3CB|JAK2|IL6ST	THCA
KEGG	KEGG_LEISHMANIA_INFECTION	0.00231899	0.071888687	0.431707696	-0.472178733	-1.681841455	61	FOS|NFKBIA|PTGS2|FCGR2A|JUN|FCGR3B|IFNGR1|TLR2|FCGR1A|HLA-DRB5|JAK2|TAB2|ITGB1|TGFB1|NCF4|CR1|MAPK14|IFNGR2	THCA
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.243172952	0.508204147	0.095287985	-0.305983049	-1.14875879	82	ICAM1|CXCR4|MMP9|CD99|CLDN15|VCL|PIK3CB|PRKCA|MYL12A|ITGB1|MYL12B|PECAM1|CYBB|ESAM|CDC42|RAC1|PTK2|NCF4|VAV3|ACTN1|MAPK14|RHOA	THCA
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.455223881	0.694029851	0.096562955	0.40462852	1.008101017	9	ALDH1B1|ALDH3A2|ECHS1|ALDH7A1|HADHA|EHHADH	THCA
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.787610619	0.893265703	0.051011413	-0.418733092	-0.752116379	4	PLA2G12A|PLA2G4A	THCA
KEGG	KEGG_LONG_TERM_DEPRESSION	0.72005571	0.853059631	0.044152306	-0.252603926	-0.844498764	43	IGF1R|PRKCA|PLA2G12A|GNAS|PLA2G4A|GNAO1|GNAQ|PRKG2|PRKG1|GNA13|ITPR2|BRAF	THCA
KEGG	KEGG_LONG_TERM_POTENTIATION	0.614965986	0.823066921	0.050294806	-0.265661167	-0.913044609	48	CAMK4|PRKCA|ATF4|CALM3|CALM2|GNAQ|PRKACB|ITPR2|GRIN2D|BRAF|CALM1|NRAS|RAP1A|PPP3R1|RAP1B|PPP1CB|CHP1|ARAF|MAPK1|PRKCB|PPP1R12A|CAMK2D|PPP3CB|PPP3CC	THCA
KEGG	KEGG_LYSINE_DEGRADATION	0.73559322	0.860505277	0.086794976	0.227261386	0.862521739	41	ALDH1B1|SETD7|EHMT2|AASS|SETD1B|SETD1A|ALDH3A2|EHMT1|ACAT1|OGDH|AASDHPPT|SETDB1|ACAT2|ECHS1|KMT5C|ALDH7A1|GCDH	THCA
KEGG	KEGG_LYSOSOME	2.18E-09	4.05E-07	0.77493903	-0.581103693	-2.25341486	105	MCOLN1|GALNS|CTSW|SGSH|SMPD1|CTNS|LAPTM4B|AP1S2|SLC11A1|GAA|ATP6AP1|ASAH1|DNASE2|LAPTM4A|HEXB|ATP6V0B|FUCA1|PSAP|CTSA|CTSZ|LAMP2|AP3M2|ARSA|ATP6V0A1|PPT1|ENTPD4|GLB1|AP1B1|IGF2R|CTSD|CTSB|LAPTM5|CTSS|GNS|GLA|LGMN|GUSB|M6PR|AP3S2|MANBA|CD164|SLC17A5|AP4S1|ARSG|CD63|IDUA|TCIRG1|GALC|CTSL|ARSB|CTSF|LAMP1|GM2A|SCARB2|CTSG|AP1M2|SLC11A2	THCA
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.022457716	0.185905046	0.352487858	-0.33219735	-1.388154117	189	NTRK1|FOS|DUSP1|IL1R2|DDIT3|JUN|GADD45B|FAS|HSPA2|MAPK10|DUSP4|DUSP2|DUSP8|CASP3|DUSP14|CD14|MAP2K3|JUND|FGF13|IKBKG|PRKCA|ATF4|PLA2G12A|TAB2|GADD45G|PPM1A|MKNK1|DUSP16|TGFB1|CDC42|MAP4K2|RAC1|FGF2|PDGFA|PLA2G4A|PRKACB|MAPK14|DUSP10|STK3|MAP2K5|EGF|BRAF|NF1|MAP3K13|NLK|FLNA|MAP2K4|SOS1|STK4|ARRB1|MAP4K3|CRKL|MAP3K8|NRAS|RAP1A|ARRB2|RASA1|MAPKAPK2|MAP3K5|RELB|PPP3R1|MAPK8|RASGRP2|RAP1B|RRAS	THCA
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.184035477	0.489008552	0.152144922	0.757018065	1.304288615	3	NR5A2|HES1|HHEX	THCA
KEGG	KEGG_MELANOGENESIS	0.297554348	0.554269341	0.086286563	-0.31394955	-1.105881099	56	MITF|KITLG|FZD5|WNT11|LEF1|ADCY3|PRKCA|CALM3|GNAS|CALM2|CREB3L2|GNAO1|GNAQ|PRKACB|CALM1|TCF7	THCA
KEGG	KEGG_MELANOMA	0.072802198	0.330273385	0.193813303	-0.410206954	-1.386526848	45	E2F1|MITF|PDGFC|CDKN1A|CDH1|IGF1R|FGF13|PIK3CB|E2F3|FGF2|PDGFA|EGF|BRAF|PDGFD|NRAS|BAD|E2F2|PDGFB|ARAF|PTEN|MDM2|AKT3|RB1|MAPK1|CDK6	THCA
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.572474378	0.812734082	0.057005953	-0.320822916	-0.935556815	24	GSTM5|MGST1|GSTM4|MGST3|GSTM2|GSTM1|UGT2B28	THCA
KEGG	KEGG_MISMATCH_REPAIR	0.421538462	0.670138067	0.114750719	0.310985523	1.0151277	22	PCNA|POLD2|PMS2|POLD4|MSH6|POLD3|RPA2|POLD1|MSH2|SSBP1|RFC3|RFC5|RPA3|MLH1	THCA
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.562237762	0.804432491	0.055710423	-0.281648053	-0.93921491	42	VEGFA|DDIT4|PIK3CB|RHEB|HIF1A|BRAF|CAB39|VEGFC	THCA
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.349104859	0.606855176	0.074550078	-0.279980451	-1.073125853	91	ICAM1|FAS|FCGR3B|TNFRSF10C|IFNGR1|HLA-B|HLA-G|FCER1G|CASP3|HLA-C|PIK3CB|HLA-A|NFAT5|PRKCA|ICAM2|RAC1|VAV3	THCA
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.01830088	0.183387283	0.352487858	-0.404642249	-1.485332271	74	C5AR1|TRHR|FPR1|FPR2|OXTR|GHR|PTAFR|GABRD|VIPR2|PTGIR|ADORA2B|PTGER3|P2RY13|TBXA2R|GRID1|PTGDR|F2R|AVPR1A|LTB4R|C3AR1|P2RX1|P2RY1|P2RX4|P2RY8	THCA
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.02432362	0.186476031	0.352487858	-0.367627594	-1.429837072	108	NTRK1|NFKBIA|JUN|MAPK10|BEX3|GAB1|FOXO3|CAMK4|IRS1|IRS2|YWHAH|PIK3CB|ARHGDIB|ATF4|YWHAE|IRAK2|PRKCD|CALM3|CDC42|RAC1|CALM2|RIPK2|YWHAQ|MAPK14|RHOA|YWHAZ|MAP2K5|BRAF|CALM1|KIDINS220|IRAK3|SOS1|CRKL|SH2B2|NRAS|RAP1A|MAPKAPK2|BAD|MAP3K5	THCA
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.251956182	0.51498736	0.104343953	-0.437141892	-1.169566718	17	BST1|NAMPT|NMRK1|NT5C3A|NT5C2|PNP	THCA
KEGG	KEGG_NITROGEN_METABOLISM	0.081081081	0.350722816	0.197822021	-0.58669915	-1.43584372	12	CA4|CA1|GLUL	THCA
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.008946163	0.127998949	0.380730401	-0.468408045	-1.648599964	54	CXCL8|CXCL1|NFKBIA|TNFAIP3|MAPK10|NAIP|TAB3|CXCL2|IKBKG|CCL5|TAB2|CARD8|RIPK2|MAPK14	THCA
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.505291005	0.742896268	0.094050347	0.364358802	0.960051	11	FEN1|RAD50|XRCC5|PRKDC|DCLRE1C|LIG4|XRCC6|XRCC4	THCA
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.624142661	0.823066921	0.049991391	-0.263820637	-0.900812644	47	E2F1|FHIT|FOXO3|PIK3CB|E2F3|PRKCA|EGF|BRAF|SOS1|STK4|NRAS|BAD|E2F2|ARAF|AKT3|RB1|MAPK1|PRKCB|CDK6	THCA
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.714285714	0.851648352	0.089986079	0.227551224	0.862034104	42	DTX4|KAT2A|DLL4|DTX3|PSEN2|DTX1|RBPJ|JAG1|CTBP2|NOTCH4|JAG2|MAML1|DVL2|HES1|HDAC1|DTX3L|DTX2|CTBP1|CREBBP|DVL1	THCA
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	1	1	0.070619625	0.137998965	0.523745407	41	ERCC4|XPC|ERCC3|PCNA|DDB1|POLD2|POLD4|ERCC2|XPA|POLE4|POLE|DDB2|POLD3|RPA2|POLD1	THCA
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.052333805	0.294972354	0.234392647	-0.432158538	-1.43245722	41	MAN1A1|B4GALT1|ALG11|MGAT3|FUT8|DAD1|MAN2A2|MAN2A1|RFT1|MAN1A2|MAN1C1|MGAT5|DPM3|ST6GAL1|ALG8|MGAT4B|ALG6|STT3A|DOLPP1|DPM2|STT3B|DDOST|DPAGT1|B4GALT3|MGAT1|ALG13|ALG5|RPN1	THCA
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.020170471	0.185905046	0.352487858	-0.610462894	-1.613611622	16	OR2B6|ADCY3|OR2W3|CALM3|CALM2|PRKACB|PRKG2|PRKG1|CALM1	THCA
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.780160858	0.890244905	0.071305299	0.269752312	0.761610158	14	MTFMT|TYMS|GART|SHMT1|MTHFD1	THCA
KEGG	KEGG_OOCYTE_MEIOSIS	0.092088197	0.364434142	0.165656695	-0.341500308	-1.289567487	86	SPDYC|CDC25C|IGF1R|YWHAH|CDK1|ADCY3|AR|YWHAE|AURKA|CDC16|RBX1|CCNB1|CALM3|CALM2|PRKACB|YWHAQ|PLK1|YWHAZ|CDC20|ITPR2|SKP1|CCNE2|CALM1|PPP2R5B|BUB1	THCA
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.171701113	0.478008089	0.131457612	-0.490182845	-1.2471743	14	HEXB|FUCA1|GLB1|MAN2B2|FUCA2|MANBA	THCA
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.774111675	0.888794886	0.036531493	-0.21577463	-0.828816916	94	ATP6AP1|ATP6V0B|MT-CO1|ATP6V0A1|MT-ND2|UQCRH|NDUFA6|MT-CO2|MT-ATP6|MT-ND6|TCIRG1|MT-ND5|MT-CO3|MT-ATP8|MT-CYB|MT-ND4L|ATP6V0E1|NDUFS5|MT-ND4|MT-ND1|ATP6V1E1|COX6B1	THCA
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.147104851	0.478008089	0.142056644	-0.481086647	-1.287140268	17	GALNT14|B4GALT5|GALNT2|GCNT4|ST3GAL1|GALNT6	THCA
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.192098093	0.496253406	0.112843356	-0.339927007	-1.200189279	58	GADD45B|FAS|CDKN1A|CASP3|PMAIP1|CDK1|STEAP3|CD82|CCNB1|GADD45G|CHEK1|CCNG1|BBC3|SESN3|CCNE2|GTSE1|CCND3|SERPINE1|CHEK2|MDM4|SHISA5|PTEN|MDM2|GADD45A	THCA
KEGG	KEGG_PANCREATIC_CANCER	0.212162162	0.498219812	0.105920293	-0.330726141	-1.188590141	63	E2F1|VEGFA|MAPK10|BCL2L1|IKBKG|PIK3CB|E2F3|SMAD2|TGFB1|CDC42|RAC1|EGF|BRAF|VEGFC|BRCA2|BAD|RALBP1|MAPK8|E2F2|ARAF|AKT3|RB1|MAPK1|RALGDS|CDK6	THCA
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.270833333	0.537316977	0.101350744	-0.503564248	-1.198183491	11	VNN2|VNN1	THCA
KEGG	KEGG_PARKINSONS_DISEASE	0.55	0.793023256	0.052697309	-0.249458119	-0.956380785	98	CASP3|VDAC3|UBE2L3|UBB|MT-CO1|UBE2J1|MT-ND2|PARK7|UQCRH|NDUFA6|UBE2G1|PINK1|MT-CO2|SLC18A2|MT-ATP6|MT-ND6|SNCA|MT-ND5|MT-CO3|MT-ATP8|MT-CYB|MT-ND4L|UBE2L6|NDUFS5|MT-ND4|MT-ND1|COX6B1	THCA
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.006697229	0.113244051	0.407017919	-0.48817319	-1.65005792	45	TUBB2A|CDH1|NCK2|TUBA4A|CD14|ARPC1B|TLR5|PRKCA|TUBAL3|ITGB1|CDC42|TUBB1|YWHAQ|RHOA|YWHAZ|TUBB4B|ARPC5	THCA
KEGG	KEGG_PATHWAYS_IN_CANCER	0.022988258	0.185905046	0.352487858	-0.324889586	-1.389119542	239	CXCL8|E2F1|VEGFA|NTRK1|FOS|CSF3R|NFKBIA|PTGS2|JUN|CDKN2B|LAMB3|MMP9|MITF|FAS|MAPK10|CDKN1A|CDH1|IGF1R|BIRC5|ITGA2|KITLG|FZD5|CASP3|WNT11|LEF1|BCL2L1|FGF13|AR|IKBKG|PIK3CB|E2F3|PRKCA|RBX1|BCR|EGLN3|ITGB1|SMAD2|TGFB1|CDC42|RAC1|PTK2|FGF2|PDGFA|LAMC1|CSF2RA|DAPK2|ITGA2B	THCA
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.588333333	0.821631752	0.061840604	-0.402075033	-0.907884042	9	UGT2B28|GUSB|CRYL1|UGP2	THCA
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.890694239	0.963192608	0.037070539	-0.236007483	-0.672875125	22	DERA|ALDOB|PFKP|PGD|TALDO1	THCA
KEGG	KEGG_PEROXISOME	0.887640449	0.963192608	0.08197788	0.188248494	0.788762674	61	PEX11B|ACOX3|PEX5|MVK|PEX10|ACOX1|ECH1|HSD17B4|PEX13|DHRS4|PEX12|IDH1|PAOX|PRDX1|IDH2|ECI2|PEX6	THCA
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.637755102	0.823066921	0.058969447	-0.41206278	-0.865260988	7	MAOB|HPD	THCA
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.692307692	0.847165992	0.044507054	-0.241852176	-0.87150313	64	SYNJ2|DGKH|DGKI|PIP4K2A|PIK3CB|PRKCA|CDS2|CALM3|PIP5K1B|CALM2|DGKE|CDIPT|ITPR2|CALM1|PIP5K1C|PIK3C3|DGKD|INPP5A	THCA
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.025663494	0.186476031	0.352487858	-0.552758566	-1.551731474	21	ALAS2|HMBS|FTH1|CPOX|UGT2B28|GUSB|FECH|BLVRB	THCA
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.016197949	0.182855544	0.352487858	0.426653821	1.603929446	38	AQP7|MMP1|FABP4|LPL|PPARG|ACOX3	THCA
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.995423341	1	0.052057003	0.251908397	0.471465043	4	HSD17B4|SLC27A5	THCA
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.448717949	0.694029851	0.067362387	-0.325352161	-1.006854136	29	IL7R|CD8B|CD3E|TAP1|IL2RG|CD3D|IKBKG|CD8A	THCA
KEGG	KEGG_PRION_DISEASES	0.174855491	0.478008089	0.123257226	-0.421510959	-1.249184478	25	HSPA5|NOTCH1|CCL5|LAMC1|PRKACB|C1QB|EGR1|MAPK1|ELK1|C1QC|FYN|C1QA	THCA
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.29476584	0.554269341	0.087569712	-0.309687231	-1.115153924	68	SPDYC|MAPK10|PDE3B|CDC25C|IGF1R|CDK1|ADCY3|PIK3CB|CDC16|CCNB1|PRKACB|MAPK14|PLK1	THCA
KEGG	KEGG_PROPANOATE_METABOLISM	0.042166374	0.246579105	0.321775918	0.429536227	1.466572605	27	ALDH1B1|ALDH6A1|SUCLA2|ACSS1|ALDH3A2|ACAT1|ACACB|SUCLG1|ABAT|ACAT2|ECHS1|ALDH7A1|MLYCD|MCEE	THCA
KEGG	KEGG_PROSTATE_CANCER	0.110962567	0.421204846	0.152144922	-0.342436464	-1.260038401	75	E2F1|NFKBIA|PDGFC|CDKN1A|IGF1R|CREB5|LEF1|AR|IKBKG|PIK3CB|E2F3|ATF4|PDGFA|CREB3L2|EGF|BRAF|CCNE2|TCF7|SOS1|HSP90B1|PDGFD|NRAS|BAD|E2F2|PDGFB|ARAF|PTEN|MDM2|AKT3|RB1	THCA
KEGG	KEGG_PROTEASOME	0.042422212	0.246579105	0.321775918	0.383865429	1.44044837	39	PSMA6|PSMD3|PSMC4|PSMC2|PSMB5|PSMC3|PSMB6|PSMB4|PSMC5|PSMA5|PSMD12|PSMD8|PSMD14|PSMB2|PSMB10|SEM1|PSMD1|PSMB3|PSMD2|PSMA7|PSMD13|PSME2|PSMB8|PSMC1|PSMD4	THCA
KEGG	KEGG_PROTEIN_EXPORT	0.265861027	0.537316977	0.098890301	-0.416938231	-1.170449842	21	HSPA5|IMMP2L|SPCS2|SEC62|IMMP1L|SEC63|SPCS1|SEC11A|SEC11C|SRP14|SEC61A1	THCA
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.157392687	0.478008089	0.138022242	-0.497285272	-1.265245035	14	CA4|ATP1B1|ATP1B2	THCA
KEGG	KEGG_PURINE_METABOLISM	0.795765878	0.897045172	0.034343119	-0.210459542	-0.82488245	113	PDE6H|ENTPD5|PDE3B|FHIT|GMPR|PDE4B|DCK|NT5C3A|AK5|ADCY3|PDE4D|NT5C2|ENTPD4|POLR3G|PRUNE1|PNP|NME3	THCA
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.993498049	1	0.025411808	-0.155439762	-0.583570865	82	ENTPD5|DCK|NT5C3A|CMPK2|NT5C2|ENTPD4|POLR3G|CMPK1|PNP|NME3|POLR2E|CANT1|CDA|PNPT1|TXNRD1|NT5M|POLE2|UPP1|NME4	THCA
KEGG	KEGG_PYRUVATE_METABOLISM	0.355987055	0.613088817	0.130105631	0.288932585	1.04504883	32	ALDH1B1|ACSS1|PDHB|ALDH3A2|AKR1B1|ACAT1|ACACB|MDH1|PDHA1|ACAT2|DLAT|LDHD|PCK2|ALDH7A1|GLO1|MDH2|HAGHL|DLD|GRHPR	THCA
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.159855769	0.478008089	0.116739205	-0.295473584	-1.189809659	148	TMSB4Y|WASF1|ITGAX|PDGFC|LIMK2|ITGA2|CD14|ARPC1B|NCKAP1|IQGAP2|VCL|FGF13|MYLK|PIP4K2A|F2R|PIK3CB|DIAPH3|MYL12A|PIP5K1B|ITGB1|MYL12B|CDC42|RAC1|PTK2|FGF2|VAV3|PDGFA|ITGA1|ARHGEF12|ACTN1|ITGA2B|RHOA|GNA13|EGF|BRAF|ARPC5|BRK1|TMSB4X|ABI2|PIP5K1C|SOS1|CRKL|ITGA5|PDGFD|NRAS	THCA
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.453834116	0.694029851	0.071478629	-0.379224842	-1.014610501	17	GABARAPL1|GABARAPL2|ATG4C|PIK3C3|ULK1|PRKAA1	THCA
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.30653951	0.564048228	0.08479851	-0.314717702	-1.113055507	59	VEGFA|JUN|GAB1|PIK3CB|RBX1|EGLN3|TGFB1|CDC42|RAC1|HIF1A|BRAF|VEGFC|SOS1|CRKL|NRAS|RAP1A|RAP1B|PDGFB|FLCN|ARAF|AKT3|MAPK1	THCA
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.250420168	0.51498736	0.109250039	-0.559679357	-1.22172954	8	ANPEP|MME|CTSA|CTSG|LNPEP	THCA
KEGG	KEGG_RETINOL_METABOLISM	0.197183099	0.498219812	0.120433372	-0.477669676	-1.232621822	15	DGAT2|DHRS3|RDH10|UGT2B28	THCA
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.729591837	0.858886593	0.072179797	0.298130224	0.771521161	10	MTMR1|RFK|FLAD1|PHPT1	THCA
KEGG	KEGG_RIBOSOME	0.054306415	0.288599806	0.321775918	-0.379673211	-1.37962963	82	RPS4X|UBA52|RPL6|RPL31|RPS27L|RPS12|RPS3A|RPL21|RPL38|RPS13|RPS15A|RPL22|RPL36AL|RPL39|RPL5|RPS6|RPS16|RPL34|RPL35A|RPL30|RPL13|RPL32|RPS20|RPL7|RPS24|RPL14|RPL26|RPS27|RSL24D1|RPS29|RPS25|RPL9|RPL11|RPL24|RPL37|RPS28|RPL4|RPS26|RPL19|RPL10|RPS3|RPS9|RPL29|RPS27A|RPS18|RPL18|RPS17|RPS15|RPL27|RPL23A|RPS21|RPL15|RPL36|RPS23|RPLP2|FAU|RPL27A|RPS7|RPL13A	PRAD
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.022705505	0.185905046	0.352487858	-0.451671927	-1.569711167	51	CXCL8|NFKBIA|MAPK10|CXCL10|DDX3Y	THCA
KEGG	KEGG_RNA_DEGRADATION	0.626506024	0.823066921	0.106323256	0.228055797	0.923444923	54	EDC4|ENO2|EXOSC7|DCP1B|LSM6|LSM2|EXOSC3|LSM7|SKIV2L|EXOSC8|EXOSC5|WDR61|EXOSC6	THCA
KEGG	KEGG_RNA_POLYMERASE	0.164516129	0.478008089	0.197822021	0.381575235	1.275017428	25	POLR1B|POLR3A|POLR3H|POLR3GL|POLR2B|POLR1E|POLR2I|POLR3D|POLR1A|POLR2C|POLR3B|POLR1C	THCA
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.9695586	1	0.034491922	-0.197351345	-0.548708098	20	GGT7|GGT1|METTL6	THCA
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.207267833	0.498219812	0.107140237	-0.325007473	-1.188422742	73	E2F1|NFKBIA|PTGS2|CDKN2B|LAMB3|FHIT|ITGA2|BCL2L1|IKBKG|PIK3CB|E2F3|ITGB1|PTK2|LAMC1|ITGA2B	THCA
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.058908046	0.301768826	0.222056046	-0.448251145	-1.431334598	34	STX7|STX1A|VAMP7|VAMP4|STX11|VAMP2|BET1L|STX3|SNAP29|VTI1B|STX17|GOSR1|STX2|STX18|STX12|STX6|VAMP3|SNAP23|STX1B	THCA
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.128205128	0.467571644	0.145516146	-0.427392638	-1.32263466	29	SMPD1|ACER2|ASAH1|KDSR|SPHK1|SGMS1|ARSA|GLB1|GLA|ACER3|GALC|SPTLC2|DEGS1|NEU1	THCA
KEGG	KEGG_SPLICEOSOME	0.169154229	0.478008089	0.245041785	0.238546339	1.142182567	121	SNRNP200|DHX16|PRPF8|PPIL1|LSM6|LSM2|EFTUD2|LSM7|PRPF31|PRPF19|SNRPF|EIF4A3|THOC3|DHX8|PRPF6|SART1|CRNKL1|SRSF1|SF3B3|CDC40|DHX15|HSPA1A|DDX23|PUF60|SF3B2|SNRPG|DDX46|SNRPB|HSPA1L|PLRG1|RBM8A|DHX38|SF3A3|SNRPA1|SNRNP40|CTNNBL1|SNRPD3|PRPF38A|CDC5L|SRSF3|LSM5|PRPF4|U2AF2|DDX42|CHERP|HSPA8|XAB2|ACIN1|SRSF9|NCBP2|ALYREF|NCBP1|HNRNPM|TCERG1|CCDC12|SNRNP27|SNRPC|PRPF40A|SNRPE	THCA
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.064992614	0.309964777	0.213927855	-0.506051623	-1.442791322	22	MGAM|AGL|GAA|UXS1|HK1|PYGL|UGT2B28|GUSB	THCA
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.3290938	0.58490566	0.089436683	-0.436264462	-1.109989527	14	DHCR24|TM7SF2|SQLE|SOAT1|CEL|NSDHL|LIPA|MSMO1	THCA
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.495978552	0.738016086	0.095920678	0.347039943	0.979821612	14	AKR1C2|AKR1C3|CYP19A1|STS|HSD17B3|HSD17B7	THCA
KEGG	KEGG_SULFUR_METABOLISM	0.857487923	0.943744104	0.061570676	0.297216211	0.682187726	7	SULT1A1|PAPSS2|BPNT1	THCA
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.332382311	0.58490566	0.082896213	-0.338595735	-1.090283632	35	FCGR2A|FCGR3B|CD28|FCGR1A|HLA-DRB5|CD86|ACTN1|C1QB|FCGR2B|CTSG	THCA
KEGG	KEGG_TASTE_TRANSDUCTION	0.451530612	0.694029851	0.09854998	0.386359761	0.999847407	10	ADCY4|CACNA1A|PLCB2|PRKX	THCA
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.653097345	0.823066921	0.059731798	-0.484105532	-0.869536483	4	GGT7|GGT1	THCA
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.949868074	0.998166451	0.060903935	0.210631775	0.583526938	13	MVK|MVD|ACAT1|ACAT2|FDPS|PMVK	THCA
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.27443609	0.537316977	0.163180127	0.2669009	1.105057658	56	DCN|ID1|TNF|SMAD9|TGFB3|E2F5|SMAD7|ACVRL1|SMAD6|ID3	THCA
KEGG	KEGG_THYROID_CANCER	0.655523256	0.823066921	0.050396432	-0.288997548	-0.876159015	27	NTRK1|CDH1|LEF1|BRAF|TCF7|NRAS|TPM3|TFG|CCDC6	THCA
KEGG	KEGG_TIGHT_JUNCTION	0.943722944	0.997343566	0.086539974	0.172008412	0.771978013	86	TJP1|MPDZ|MAGI1|JAM2|PPP2R2B|MYH11|LLGL2|SPTAN1|LLGL1|EPB41L1|EPB41L2|PRKCH|CDK4|PRKCE|TJAP1|PPP2R1A|AFDN|ACTN4|PARD6A|HRAS|CTNNB1|RRAS2|AKT2	THCA
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.00146576	0.054526267	0.455059867	-0.461538125	-1.694181642	74	CXCL8|FOS|NFKBIA|JUN|MAPK10|CXCL10|TLR8|TLR2|CD14|MAP2K3|IKBKG|PIK3CB|TLR5|CD86|CCL5|TAB2|RAC1|TIRAP|MAPK14	THCA
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.169278997	0.478008089	0.19189224	0.377562596	1.25532646	24	ALDH1B1|KMO|MAOA|ALDH3A2|IDO1|ACAT1|HAAO|OGDH|INMT|ACAT2|ECHS1|KYNU|ALDH7A1|GCDH|WARS2|HADHA|CAT|EHHADH	THCA
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.297994269	0.554269341	0.089164712	-0.352358808	-1.096415387	30	SOCS3|MAPK10|IRS1|IRS2|HK1|PIK3CB|PRKCD	THCA
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.138968481	0.478008089	0.139599673	-0.415310933	-1.292300029	30	FAS|PTPRN|CD28|HLA-B|HLA-G|HLA-C|HLA-F|HLA-DRB5|HLA-A|CD86|ICA1	THCA
KEGG	KEGG_TYROSINE_METABOLISM	0.668188737	0.823066921	0.051635596	-0.305767967	-0.850145507	20	MAOB|HPD|COMT|FAH|METTL6|HGD	THCA
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.089171975	0.364434142	0.166933849	-0.339822241	-1.301882488	90	FOS|NFKBIA|JUN|CD8B|CD28|NCK2|CD3E|CD3G|CD3D|IKBKG|PIK3CB|NFAT5|CD8A|GRAP2|CDC42|VAV3|MAPK14|RHOA|DLG1|PTPRC	THCA
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.30931677	0.564048228	0.079343496	-0.277330412	-1.096541225	125	SOCS3|UBE2H|NEDD4L|UBE2L3|CDC34|UBE2B|UBE2J1|CDC16|RBX1|UBE2K|UBE2O|UBE2D1|UBE2R2|UBE2D3|UBE2G1|UBE4A|KLHL13|SYVN1|CDC20|FBXW7|UBE2D2|SKP1|PIAS4|UBE2L6|CUL4B|UBE2C|MGRN1|UBE2M|FANCL|BRCA1|UBE2Q1|PIAS1|FZR1|CDC27|UBA2|BIRC2|TRIM37|PIAS2|WWP1|UBE2S|HERC1|MDM2|UBE3A|CUL5	THCA
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.485507246	0.72826087	0.091107313	0.420706027	0.965628649	7	PDHB|VARS2|PDHA1|BCAT2|BCAT1	THCA
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.325581395	0.58490566	0.138805109	0.293145432	1.102028314	38	ALDH1B1|ALDH6A1|ACAA2|HSD17B10|ALDH3A2|ACAT1|ABAT|IVD|ACAT2|ACADS|BCAT2|ECHS1|ALDH7A1|BCAT1|MCEE|MCCC2|HADHA|ACAA1|DLD|EHHADH	THCA
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.375	0.622767857	0.073438141	-0.289868722	-1.057582431	71	PTGIR|ADORA2B|MYL6|ADCY3|MYLK|AVPR1A|PRKCA|PRKCD|PLA2G12A|CALM3|KCNMB1|GNAS|CALM2|PLA2G4A|GNAQ|ARHGEF12|PRKACB|RHOA|PRKG1|GNA13|ITPR2|RAMP1|BRAF|CALM1	THCA
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.162889518	0.478008089	0.12687573	-0.380799021	-1.240329259	37	CREB5|DCTN4|RAB11A|ADCY3|AQP3|VAMP2|ARHGDIB|GNAS|CREB3L2|PRKACB|DYNLL1|DYNC2H1|RAB5A|RAB11B|DYNLL2	THCA
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.370923913	0.621548179	0.074550078	-0.298425835	-1.05119912	56	VEGFA|PTGS2|SPHK1|PIK3CB|NFAT5|PRKCA|PLA2G12A|CDC42|RAC1|PTK2|PLA2G4A|MAPK14	THCA
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.204545455	0.498219812	0.111462667	-0.365707718	-1.206568487	40	ATP6AP1|ERO1A|ATP6V0B|ADCY3|PRKCA|ATP6V0A1|GNAS|PRKACB|TCIRG1|TJP2|ARF1|ATP6V0E1|ATP6V1E1|KCNQ1|ACTB|KDELR1|PDIA4|PRKCB|ATP6V1D|KDELR2|ATP6V1G1	THCA
KEGG	KEGG_VIRAL_MYOCARDITIS	0.031296577	0.20072977	0.321775918	-0.433297268	-1.505853075	51	ICAM1|CD28|CD55|HLA-B|HLA-G|CASP3|DAG1|HLA-C|HLA-F|HLA-DRB5|HLA-A|CAV1|CD86|RAC1	THCA
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.539823009	0.78443031	0.052912985	-0.249223252	-0.965353094	103	JUN|MAPK10|FZD5|WNT11|LEF1|FOSL1|NFAT5|SFRP5|PRKCA|RBX1|SMAD2|TBL1XR1|RAC1|PRKACB|RHOA|PORCN|TBL1X|SKP1|TCF7|PPP2R5B|NLK|VANGL1|LRP5|CCND3	THCA
KEGG	KEGG_ABC_TRANSPORTERS	0.657407407	0.870573871	0.061570676	-0.268103231	-0.829108886	24	ABCC5|ABCC4|ABCC1|ABCC3|TAP1|ABCD3|ABCA5|ABCB8|ABCD2|ABCA3|ABCA7|ABCD4	UCEC
KEGG	KEGG_ACUTE_MYELOID_LEUKEMIA	0.771058315	0.943531886	0.061302608	0.216793057	0.83486327	53	TCF7L1|CCND1|FLT3|RUNX1T1|CEBPA|ZBTB16|PIK3CD|PIK3CG|NFKB1|PIK3R5|AKT2|MTOR|SPI1|PPARD|HRAS|STAT5A|PML|RAF1|STAT5B|PIM1|MAP2K2|JUP|AKT1|MAPK3	UCEC
KEGG	KEGG_ADHERENS_JUNCTION	0.628318584	0.870573871	0.072535186	0.22947532	0.913164197	63	TJP1|PTPRB|MET|TCF7L1|ERBB2|CTNND1|NECTIN1|PTPRM|AFDN|CTNNB1|PTPN6|IQGAP1|ACTN4	UCEC
KEGG	KEGG_ADIPOCYTOKINE_SIGNALING_PATHWAY	0.337037037	0.810185185	0.09688777	-0.287840709	-1.053042011	51	MAPK10|LEPR|AKT3|NFKBIA|IRS1|JAK2|PRKAB2|ADIPOR1|CD36|MAPK8|IKBKG|TNFRSF1B|PRKAA1|ACSL3|ADIPOR2|MAPK9|CPT1A|PRKCQ	UCEC
KEGG	KEGG_ALANINE_ASPARTATE_AND_GLUTAMATE_METABOLISM	0.656964657	0.870573871	0.067206509	0.282047888	0.844228132	17	ASS1|ACY3|ASL|CAD|GOT1|PPAT	UCEC
KEGG	KEGG_ALDOSTERONE_REGULATED_SODIUM_REABSORPTION	0.840740741	0.965294925	0.050092287	-0.227459844	-0.703419266	24	ATP1A3|IRS1|PRKCA|PIK3CB	UCEC
KEGG	KEGG_ALLOGRAFT_REJECTION	0.395652174	0.826868588	0.09688777	0.307475648	1.022991778	26	FASLG|HLA-DQB1|TNF|HLA-DQA1|PRF1|HLA-DRB1|HLA-DPB1	UCEC
KEGG	KEGG_ALPHA_LINOLENIC_ACID_METABOLISM	0.653256705	0.870573871	0.063500797	-0.399378866	-0.841200614	6	PLA2G4A|PLA2G12A|FADS2	UCEC
KEGG	KEGG_ALZHEIMERS_DISEASE	0.566420664	0.870573871	0.068632563	-0.215143576	-0.931760999	125	BACE1|MT-CO1|CASP3|NDUFA6|FAS|CALM2|PLCB4|MT-CO2|MT-ATP6|MT-CO3|NDUFA5|EIF2AK3|ADAM17|ATF6|MT-ATP8|CAPN2|GNAQ|GSK3B|MT-CYB|ERN1|APP|ADAM10|NDUFS4|UQCRH|CALM3|ITPR2|PSEN1|CALM1|NCSTN|NAE1|BAD|CACNA1D|PPP3R1|PPP3CC|SNCA|NDUFA1|IDE|SDHA|CAPN1|PPP3CB	UCEC
KEGG	KEGG_AMINOACYL_TRNA_BIOSYNTHESIS	0.966873706	1	0.04879897	0.190418156	0.587865481	19	VARS2|MTFMT|DARS2|MARS2|TARS2|AARS2|CARS2|HARS2|EARS2|YARS2	UCEC
KEGG	KEGG_AMINO_SUGAR_AND_NUCLEOTIDE_SUGAR_METABOLISM	0.614072495	0.870573871	0.071827629	0.249664593	0.895124104	37	HK3|GNPNAT1|GALE|GALK1|GMPPB|HEXA|UGDH|UAP1|PGM1|NAGK|GMPPA|GNE|GNPDA1|HK2	UCEC
KEGG	KEGG_AMYOTROPHIC_LATERAL_SCLEROSIS_ALS	0.814102564	0.959140632	0.058221624	0.211984443	0.773121801	40	MAPK12|TNF|MAPK11|DAXX|NEFH|TP53|TOMM40L|CAT|APAF1|MAPK13|TNFRSF1A|BCL2|MAP2K6	UCEC
KEGG	KEGG_ANTIGEN_PROCESSING_AND_PRESENTATION	0.555347092	0.870573871	0.070450085	-0.244970829	-0.906151944	54	CD8B|HSPA2|B2M|PDIA3|HSPA5|LGMN|HLA-B|CD8A|HLA-C|NFYB|TAP1	UCEC
KEGG	KEGG_APOPTOSIS	0.649438202	0.870573871	0.071652737	0.21883022	0.90761181	78	IL1R1|FASLG|IL3RA|TNF|BIRC3|PIK3CD|MYD88|ENDOG|TP53|AIFM1|TRAF2|CASP8|APAF1|PIK3CG|IRAK1|PRKX|NFKB1|CASP10|IL1B|TNFRSF10A|PIK3R5|TNFRSF1A|CSF2RB|BCL2|AKT2|BID|FADD|TRADD|DFFB|MAP3K14|CASP7|PPP3CA|RIPK1|TNFRSF10B|AKT1|DFFA	UCEC
KEGG	KEGG_ARACHIDONIC_ACID_METABOLISM	0.244588745	0.810185185	0.128142917	0.354213679	1.162639357	24	PTGIS|LTC4S|ALOX5|AKR1C3|GPX3|CYP4F3|LTA4H	UCEC
KEGG	KEGG_ARGININE_AND_PROLINE_METABOLISM	0.244210526	0.810185185	0.126253988	0.326987883	1.160871591	35	ARG1|MAOA|ASS1|NOS3|PYCR3|ALDH7A1|ASL|PYCR1|ALDH1B1|OAT|GOT1|ALDH3A2|GAMT|ALDH2|ALDH18A1|NAGS|SRM|GOT2|GLUD1	UCEC
KEGG	KEGG_ARRHYTHMOGENIC_RIGHT_VENTRICULAR_CARDIOMYOPATHY_ARVC	0.441860465	0.838633128	0.088894529	0.274337942	1.017941246	43	ITGA7|DES|DSP|ITGB4|TCF7L1|GJA1	UCEC
KEGG	KEGG_ASCORBATE_AND_ALDARATE_METABOLISM	0.455114823	0.851482176	0.086539974	0.456490202	1.015228457	7	ALDH7A1|UGDH|ALDH1B1|ALDH3A2|ALDH2	UCEC
KEGG	KEGG_ASTHMA	0.12526096	0.810185185	0.181383128	0.467203608	1.35802703	15	HLA-DQB1|TNF|HLA-DQA1|HLA-DRB1|HLA-DPB1|HLA-DRA|CD40|HLA-DQA2	UCEC
KEGG	KEGG_AUTOIMMUNE_THYROID_DISEASE	0.35042735	0.810185185	0.103197467	0.315760401	1.06750985	27	TPO|FASLG|HLA-DQB1|HLA-DQA1|PRF1|HLA-DRB1|HLA-DPB1	UCEC
KEGG	KEGG_AXON_GUIDANCE	0.02807239	0.682984145	0.352487858	0.341731162	1.417351029	78	NTN4|SEMA3F|SEMA3G|EFNB2|MET|EPHA2|NRP1|SEMA6A|CXCL12|SEMA3D|SLIT1|ABLIM2|SEMA4C|EPHB4	UCEC
KEGG	KEGG_BASAL_CELL_CARCINOMA	0.41025641	0.833252109	0.093746542	0.317883499	1.030485706	23	TCF7L1|FZD6|FZD1|APC2|CTNNB1|TP53|FZD5|DVL1|FZD8|AXIN2|STK36|DVL2	UCEC
KEGG	KEGG_BASAL_TRANSCRIPTION_FACTORS	0.345588235	0.810185185	0.094975153	-0.336383287	-1.080104826	29	GTF2H2|TBPL1|GTF2B|TAF7L|GTF2A2|GTF2H3|GTF2I|TAF2|GTF2F2	UCEC
KEGG	KEGG_BASE_EXCISION_REPAIR	0.133891213	0.810185185	0.175204048	0.37340919	1.321701761	33	FEN1|NTHL1|PCNA|LIG3|POLE|PARP1|SMUG1|POLD2|POLD3|LIG1|APEX2|UNG|PARP4|MBD4|MPG|POLD4|POLE4|NEIL2|PARP2	UCEC
KEGG	KEGG_BETA_ALANINE_METABOLISM	0.87473904	0.970106119	0.053787281	0.223963088	0.65099653	15	ALDH7A1|ALDH1B1|ALDH3A2|ALDH2|ECHS1|MLYCD|SRM|HADHA	UCEC
KEGG	KEGG_BIOSYNTHESIS_OF_UNSATURATED_FATTY_ACIDS	0.946050096	0.999802943	0.046508405	-0.204975253	-0.595027642	19	HACD1|FADS1|ACOT7|HACD2|FADS2|HSD17B12|ELOVL6	UCEC
KEGG	KEGG_BLADDER_CANCER	0.167608286	0.810185185	0.146416238	-0.364609223	-1.244545077	38	CXCL8|E2F1|VEGFA|CDKN1A|E2F3|EGF|BRAF	UCEC
KEGG	KEGG_BUTANOATE_METABOLISM	0.547008547	0.870573871	0.077884011	0.291789958	0.945898048	23	BDH1|ALDH7A1|PDHA1|ALDH1B1|ACAT1|ALDH3A2|ACADS|ALDH2|ECHS1|AACS|PDHB|ACAT2|HADHA	UCEC
KEGG	KEGG_B_CELL_RECEPTOR_SIGNALING_PATHWAY	0.941964286	0.999802943	0.053457214	0.174076339	0.709048916	69	CR2|VAV2|PIK3CD|BLNK|SYK|PTPN6|CD72|PLCG2|PIK3AP1|INPP5D|FCGR2B|VAV1|PIK3CG|CD79B|CD81|NFKB1|CD22|PIK3R5|AKT2|RAC2|LILRB3|HRAS|RAF1|CARD11|PPP3CA|MAP2K2	UCEC
KEGG	KEGG_CALCIUM_SIGNALING_PATHWAY	0.128623188	0.810185185	0.165656695	-0.317089106	-1.285866457	86	OXTR|AVPR1A|VDAC3|ADORA2B|CAMK4|MYLK|F2R|PRKACB|PRKCA|TRHR|CALM2|PLCB4|TRPC1|BST1|RYR2|PTGER3|GNAS|PHKB|P2RX1|TBXA2R|TNNC2|GNAQ|PTAFR|HTR2A|SLC8A3|ADCY3|CALM3|ITPR2|CALM1|ATP2B1|GNA15|CACNA1D|PPP3R1|SPHK1|PPP3CC	UCEC
KEGG	KEGG_CARDIAC_MUSCLE_CONTRACTION	0.662878788	0.870573871	0.062249043	-0.243575902	-0.859678951	44	ATP1A3|MT-CO1|MT-CO2|SLC9A6|MT-CO3|RYR2|MT-CYB|CACNB1|UQCRH	UCEC
KEGG	KEGG_CELL_ADHESION_MOLECULES_CAMS	0.241316271	0.810185185	0.117249717	-0.293122922	-1.143945921	73	CD8B|NLGN1|CD28|VCAN|CD99|CD274|SELL|CLDN5|CLDN15|CD40LG|HLA-B|ITGB1|ESAM|CD8A|HLA-C|ICAM1|PECAM1|GLG1|ICAM2|SELP|CD226|CD6|HLA-A|SELPLG|CD2|JAM3|HLA-G	UCEC
KEGG	KEGG_CELL_CYCLE	0.498905908	0.868901536	0.084074558	0.218501246	0.975462654	116	ESPL1|CCNA2|CDC45|ORC6|CCNB2|CCND1|TGFB3|MCM4|ORC1|PLK1|PCNA|CCNE1|MCM3|CDKN1C|MCM2|CDC20|CDK1|CDKN2A|CDC6|PTTG1|MCM5|ABL1|TP53|E2F2|MAD2L2	UCEC
KEGG	KEGG_CHEMOKINE_SIGNALING_PATHWAY	0.384070796	0.81949049	0.086794976	-0.230403911	-1.018953116	134	CXCL8|CXCL1|PF4V1|GNG8|CXCR4|CCL3L3|RAP1B|AKT3|PRKACB|NFKBIA|GRK4|JAK2|GNG11|VAV3|PTK2|CDC42|PIK3CB|PLCB4|PARD3|CCL5|RAP1A|BRAF	UCEC
KEGG	KEGG_CHRONIC_MYELOID_LEUKEMIA	0.733576642	0.926531446	0.055710423	-0.213647281	-0.826366585	68	E2F1|TGFB2|CDKN1A|AKT3|NFKBIA|E2F3|PIK3CB|RUNX1|BRAF|TGFB1|BCL2L1|IKBKG|CRKL|SOS1|BCR	UCEC
KEGG	KEGG_CIRCADIAN_RHYTHM_MAMMAL	0.283433134	0.810185185	0.112378519	0.417102649	1.16259535	13	BHLHE41|NPAS2|ARNTL|PER2|CSNK1D	UCEC
KEGG	KEGG_CITRATE_CYCLE_TCA_CYCLE	0.052364159	0.763076923	0.321775918	0.445701013	1.506807757	27	PDHA1|FH|SUCLA2|ACLY|IDH2|IDH1|CS|SUCLG1|SDHD|OGDH|PDHB|SDHB|IDH3A|ACO1|PC|MDH2|MDH1|DLD|PCK2|ACO2|DLAT	UCEC
KEGG	KEGG_COLORECTAL_CANCER	0.457786116	0.851482176	0.080419997	-0.260040622	-0.971512882	58	LEF1|TGFB2|MAPK10|FOS|TCF7|AKT3|CASP3|PIK3CB|BRAF|SMAD2|TGFB1|GSK3B|MAPK8|APPL1	UCEC
KEGG	KEGG_COMPLEMENT_AND_COAGULATION_CASCADES	0.26987061	0.810185185	0.110564716	-0.354997388	-1.150990567	30	PLAU|CFD|TFPI|C5AR1|CD46|F2R|PROS1	UCEC
KEGG	KEGG_CYSTEINE_AND_METHIONINE_METABOLISM	0.434456929	0.833252109	0.083129129	-0.326103948	-0.993664663	23	AMD1|CTH|SMS|LDHB|DNMT1|MTR|ADI1|DNMT3B|AHCYL2|TRDMT1|DNMT3A|MPST|ENOPH1|MAT2B	UCEC
KEGG	KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION	0.119485294	0.810185185	0.173747839	-0.283398199	-1.228861313	126	CXCL8|OSM|TNFRSF25|VEGFA|CXCL1|PDGFC|PF4V1|TGFB2|GHR|CXCR4|IL7R|ACVR2A|CCL3L3|LEPR|KITLG|TNFRSF11A|IFNGR1|FAS|IL6ST|PDGFA|CSF3R|IL7|BMPR2|CD40LG|TNFSF4|EGF|CCL5	UCEC
KEGG	KEGG_CYTOSOLIC_DNA_SENSING_PATHWAY	0.649681529	0.870573871	0.06879431	0.244449191	0.884738069	38	CCL4|IL18|IL33|ADAR|NFKB1|POLR3H|IL1B|POLR3A|POLR1C|PYCARD|POLR3K|POLR3B|RIPK1|CCL4L2|POLR3GL|CASP1|CHUK|ZBP1|RIPK3|DDX58	UCEC
KEGG	KEGG_DILATED_CARDIOMYOPATHY	0.594360087	0.870573871	0.074362538	0.248503699	0.933474438	47	ITGA7|DES|ITGB4|TGFB3|TNF	UCEC
KEGG	KEGG_DNA_REPLICATION	0.242105263	0.810185185	0.12687573	0.328476631	1.16615694	35	MCM4|FEN1|RNASEH2A|PCNA|MCM3|MCM2|POLE|RFC3|MCM5|POLD2|POLD3|LIG1	UCEC
KEGG	KEGG_DORSO_VENTRAL_AXIS_FORMATION	0.995893224	1	0.047069959	0.136119988	0.402879246	16	NOTCH2|ETS2|NOTCH4|ETV7|MAPK3|MAP2K1|GRB2|KRAS	UCEC
KEGG	KEGG_DRUG_METABOLISM_CYTOCHROME_P450	0.263157895	0.810185185	0.120985142	0.363058542	1.149228312	21	FMO2|MAOA|ADH1B|ALDH3B1	UCEC
KEGG	KEGG_DRUG_METABOLISM_OTHER_ENZYMES	0.149473684	0.810185185	0.165656695	0.408945054	1.29447783	21	TK1|IMPDH1|CDA|UMPS|CES2|IMPDH2|ITPA|TYMP|UCK2|UCK1|NAT1|TK2	UCEC
KEGG	KEGG_ECM_RECEPTOR_INTERACTION	0.011867815	0.641847834	0.380730401	0.423256499	1.591142225	48	ITGA7|HSPG2|FN1|AGRN|LAMB1|LAMA3|COL4A1|ITGB4|COL6A1|COL6A3|COL1A2|COL3A1|COL4A2|LAMA4|COL6A2|SDC3|LAMA5	UCEC
KEGG	KEGG_ENDOCYTOSIS	0.347747748	0.810185185	0.093444922	-0.226453568	-1.018653345	156	NTRK1|PARD6G|HSPA2|DNAJC6|DAB2|CXCR4|RAB11A|F2R|RET|GRK4|RAB4A|VPS37A|MVB12B|ASAP1|LDLR|CDC42|LDLRAP1|EEA1|PARD3|IGF1R|RAB31|HLA-B|EGF|HLA-C|VPS37B|DNM3|DNM1L|ASAP2|IL2RG|NEDD4|PSD3|PIP5K1C|AP2B1|ARRB1|HLA-A|STAM|NEDD4L|HLA-G|WWP1|ITCH|RUFY1|RAB5A|MDM2|EPS15|HLA-F|CHMP6	UCEC
KEGG	KEGG_ENDOMETRIAL_CANCER	0.961456103	1	0.050600424	0.173726096	0.650736031	46	TCF7L1|CCND1|ERBB2|PIK3CD|APC2|CTNNB1|TP53	UCEC
KEGG	KEGG_EPITHELIAL_CELL_SIGNALING_IN_HELICOBACTER_PYLORI_INFECTION	0.166666667	0.810185185	0.147331214	-0.331751275	-1.22709194	55	CXCL8|CXCL1|MAPK10|ATP6V0A1|NFKBIA|CASP3|CDC42|MAP2K4|CCL5|ADAM17|ATP6V0E1|ADAM10|ATP6V1D|MAPK8|IKBKG|ATP6V1E1|RAC1|JAM3|MAPK9|ATP6AP1|ATP6V0A2|SRC	UCEC
KEGG	KEGG_ERBB_SIGNALING_PATHWAY	0.148623853	0.810185185	0.154190967	-0.318850202	-1.230171804	67	AREG|NRG1|MAPK10|GAB1|CDKN1A|AKT3|PRKCA|PTK2|PIK3CB|MAP2K4|EGF|BRAF|NCK2|GSK3B|MAPK8|CRKL|RPS6KB1|SOS1	UCEC
KEGG	KEGG_ETHER_LIPID_METABOLISM	0.515592516	0.868901536	0.079556468	0.317934406	0.951643964	17	PLPP3|PLD1|LPCAT1|PLD2|PLPP1	UCEC
KEGG	KEGG_FATTY_ACID_METABOLISM	0.042070996	0.763076923	0.321775918	0.426135625	1.465909855	31	ADH1B|ACSL1|ALDH7A1|ACOX1|ECI1|ACAA2|ACADVL|ALDH1B1|ACAA1|ACOX3|ACAT1|ALDH3A2|ACADS|ALDH2|ECHS1|ACSL5|ECI2|GCDH|ACAT2|HADHA	UCEC
KEGG	KEGG_FC_EPSILON_RI_SIGNALING_PATHWAY	0.869318182	0.970106119	0.049590196	-0.198064983	-0.732608925	55	PLA2G4A|MAPK10|AKT3|PRKCA|VAV3|PIK3CB|MAP2K4|PLA2G12A|FCER1G|MAPK8|SOS1|MAP2K3|BTK|RAC1|MAPK9|PRKCD	UCEC
KEGG	KEGG_FC_GAMMA_R_MEDIATED_PHAGOCYTOSIS	0.66004415	0.870573871	0.069945874	0.213133889	0.897008848	83	PLPP3|PLD1|ASAP3|MYO10|VAV2|PLD2|PIK3CD|SYK|NCF1|PLPP1|PLCG2|LIMK2|DOCK2|INPP5D|FCGR2B|VAV1|HCK|PIK3CG|MARCKSL1|PRKCE|SPHK2|ARPC5L|PIK3R5|LIMK1|AKT2|RAC2|WAS|ARF6|PAK1|DNM2|RAF1|PIP4K2B|PLCG1|AKT1|WASL|MAPK3|VASP|PLA2G6	UCEC
KEGG	KEGG_FOCAL_ADHESION	0.317073171	0.810185185	0.111918316	0.230844179	1.067391454	142	ITGA7|FN1|PARVA|MET|LAMB1|LAMA3|COL4A1|ITGB4|COL6A1|CCND1|TLN2|COL6A3|FLT4|ERBB2|BCAR1|COL1A2|BIRC3|VAV2|KDR|FLNC|PXN|COL3A1|PIK3CD|FLT1|COL4A2|CTNNB1|LAMA4|COL6A2|ACTN4|VAV1|PDGFRB|PIK3CG|LAMA5	UCEC
KEGG	KEGG_FOLATE_BIOSYNTHESIS	0.158663883	0.810185185	0.159646702	0.593655018	1.320281279	7	DHFR|FPGS|PTS|GCH1|ALPL|QDPR	UCEC
KEGG	KEGG_FRUCTOSE_AND_MANNOSE_METABOLISM	0.566810345	0.870573871	0.076476705	0.273836058	0.925853394	28	HK3|PFKFB4|GMPPB|PHPT1|MTMR1|GMPPA|AKR1B1|HK2|PFKL|PMM1|PFKFB2|MTMR6|FBP1|PFKFB3|GMDS|TPI1|ALDOB|ALDOA|FPGT	UCEC
KEGG	KEGG_GALACTOSE_METABOLISM	0.825426945	0.959140632	0.052057003	-0.24303142	-0.718486567	21	B4GALT1|GAA|GALK2|GLB1|GLA|UGP2|HK1	UCEC
KEGG	KEGG_GAP_JUNCTION	0.258302583	0.810185185	0.113312908	-0.295533504	-1.128016068	62	TUBB2A|PDGFC|PRKACB|TUBA4A|MAP2K5|PRKCA|PDGFA|PRKG1|PLCB4|EGF|GNAS|TUBB1|GNAQ|HTR2A|LPAR1|PRKG2|SOS1|ADCY3|ITPR2|TUBA1C	UCEC
KEGG	KEGG_GLIOMA	0.288888889	0.810185185	0.106323256	-0.300266946	-1.098502396	51	E2F1|CDKN1A|AKT3|PRKCA|PDGFA|E2F3|CALM2|PIK3CB|IGF1R|EGF|BRAF	UCEC
KEGG	KEGG_GLUTATHIONE_METABOLISM	0.128971963	0.810185185	0.168238166	-0.393649342	-1.330851773	36	GSTM5|GGT7|MGST2|GPX4|GSTM2|SMS|GSTM3|GSTM4|MGST3|ODC1|GPX1|GCLM	UCEC
KEGG	KEGG_GLYCEROLIPID_METABOLISM	0.789077213	0.953041309	0.053787281	-0.223813021	-0.763955974	38	MBOAT2|DGKE|MBOAT1|LCLAT1|DGKH|GLA|LIPC|DGKI|DGAT2|CEL|DGKD|GPAT4|DGKG	UCEC
KEGG	KEGG_GLYCEROPHOSPHOLIPID_METABOLISM	0.090909091	0.810185185	0.204294757	-0.376806011	-1.393741801	55	PCYT1B|PLA2G4A|MBOAT2|DGKE|CRLS1|MBOAT7|MBOAT1|LPCAT4|CHPT1|LCLAT1|CDS2|DGKH|PLA2G12A|DGKI|PTDSS2|ADPRM|LPGAT1|LPCAT2|CHKA|CDIPT|DGKD|GPAT4|DGKG	UCEC
KEGG	KEGG_GLYCINE_SERINE_AND_THREONINE_METABOLISM	0.817805383	0.959140632	0.056529953	0.237207009	0.732313638	19	MAOA|SHMT1|ALAS1|PHGDH|GLYCTK|GAMT|SHMT2|SRR|PSPH|PSAT1|DLD|GATM|MAOB	UCEC
KEGG	KEGG_GLYCOLYSIS_GLUCONEOGENESIS	0.079399142	0.810185185	0.234392647	0.378071303	1.381742758	41	ADH1B|HK3|ALDH3B1|ALDH7A1|PDHA1|ACSS1|ALDH1B1|PGM1|ENO2|ALDH3A2|LDHA|ALDH2|HK2|PFKL|ENO3|PDHB|PGAM1|DLD|PCK2|FBP1|ADH5|DLAT|AKR1A1|GPI|PGK1|PGM2|TPI1|ALDH9A1|ALDOB|ALDOA|GAPDH	UCEC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_CHONDROITIN_SULFATE	0.897087379	0.970106119	0.049291766	-0.229632851	-0.654305283	18	CHST7|DSE|CSGALNACT2|CHST12	UCEC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_HEPARAN_SULFATE	0.940726577	0.999802943	0.046415496	-0.21252173	-0.584872359	15	NDST3|EXT1|GLCE|NDST1|EXT2|HS2ST1	UCEC
KEGG	KEGG_GLYCOSAMINOGLYCAN_BIOSYNTHESIS_KERATAN_SULFATE	0.648760331	0.870573871	0.067518895	0.326134081	0.85065843	11	B3GNT7|B4GALT2|ST3GAL2|CHST2	UCEC
KEGG	KEGG_GLYCOSAMINOGLYCAN_DEGRADATION	0.554414784	0.870573871	0.075118164	0.308872277	0.914180438	16	HS3ST3B1|HYAL2|HEXA|NAGLU	UCEC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GANGLIO_SERIES	0.72168906	0.91941209	0.058843817	-0.308051396	-0.77411021	10	SLC33A1|GLB1|HEXB|ST3GAL1|ST3GAL5	UCEC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_GLOBO_SERIES	0.288306452	0.810185185	0.111918316	0.484088199	1.149053499	8	A4GALT|ST3GAL2|HEXA	UCEC
KEGG	KEGG_GLYCOSPHINGOLIPID_BIOSYNTHESIS_LACTO_AND_NEOLACTO_SERIES	0.619918699	0.870573871	0.068956735	0.318957116	0.860815302	12	FUT4|FUT7|B4GALT2	UCEC
KEGG	KEGG_GLYCOSYLPHOSPHATIDYLINOSITOL_GPI_ANCHOR_BIOSYNTHESIS	0.053333333	0.763076923	0.271288555	-0.511513729	-1.507574097	20	PIGK|PIGF|PIGU|PIGB|PIGA|PIGN|PIGP|PIGT|PIGX	UCEC
KEGG	KEGG_GLYOXYLATE_AND_DICARBOXYLATE_METABOLISM	0.824351297	0.959140632	0.054455595	0.258869954	0.721551412	13	MTHFD1L|GLYCTK|CS|MTHFD1|ACO1|AFMID|MDH2|MDH1|ACO2|GRHPR	UCEC
KEGG	KEGG_GNRH_SIGNALING_PATHWAY	0.580291971	0.870573871	0.066896628	-0.234409171	-0.900041316	65	PLA2G4A|MAPK10|PRKACB|PRKCA|CDC42|CALM2|PLCB4|MAP2K4|PLA2G12A|GNAS|GNAQ|MAPK8|SOS1|ADCY3|MAP2K3|CALM3|ITPR2|MAPK9|CALM1|PRKCD|ATF4|CACNA1D|SRC|CAMK2D	UCEC
KEGG	KEGG_GRAFT_VERSUS_HOST_DISEASE	0.22826087	0.810185185	0.133554955	0.353041525	1.17459246	26	FASLG|HLA-DQB1|TNF|HLA-DQA1|KLRD1|PRF1|HLA-DRB1|HLA-DPB1	UCEC
KEGG	KEGG_HEDGEHOG_SIGNALING_PATHWAY	0.367619048	0.81949049	0.093444922	-0.356425964	-1.050487057	20	BMP6|RAB23|PRKACB|CSNK1G3	UCEC
KEGG	KEGG_HEMATOPOIETIC_CELL_LINEAGE	0.344890511	0.810185185	0.094664622	-0.272182752	-1.045077377	65	CD8B|CD3G|CD3E|ITGA2|CD3D|IL7R|CD5|KITLG|CD36|CSF3R|IL7|CD7|CD8A|CD14|CD9	UCEC
KEGG	KEGG_HISTIDINE_METABOLISM	0.127310062	0.810185185	0.178219875	0.439866711	1.340162807	18	MAOA|HAL|ACY3|ALDH3B1|ALDH7A1|ALDH1B1|ALDH3A2|ALDH2	UCEC
KEGG	KEGG_HOMOLOGOUS_RECOMBINATION	0.66025641	0.870573871	0.068311086	0.267649487	0.867641673	23	RAD51D|POLD2|POLD3|MUS81|XRCC3|NBN|RAD50|POLD4|RAD51|RPA3|BLM|POLD1|SSBP1|SEM1	UCEC
KEGG	KEGG_HUNTINGTONS_DISEASE	0.997742664	1	0.051322333	0.130239458	0.598957971	139	CLTCL1|COX7A1|PPARG|TGM2|SLC25A4|TP53|DCTN1|CYC1|NDUFS2|CASP8|APAF1|CREB5|CREB3L4|HIP1|PLCB1|POLR2C|UQCRC1|NDUFV3|POLR2B|PLCB3|CREBBP|NDUFA9|NDUFV1|AP2A2|NDUFAB1|NDUFS3|SDHD|NDUFB8|PLCB2|NDUFB2|TAF4|HDAC1|IFT57|CLTB|NDUFA2|NDUFB7|COX8A|POLR2D|NDUFA8|SDHB|POLR2K|POLR2L|COX5B|NDUFB1|DLG4	UCEC
KEGG	KEGG_HYPERTROPHIC_CARDIOMYOPATHY_HCM	0.252155172	0.810185185	0.125639921	0.307250394	1.143613011	45	ITGA7|DES|ITGB4|TGFB3|TNF|ACE	UCEC
KEGG	KEGG_INOSITOL_PHOSPHATE_METABOLISM	0.665943601	0.870573871	0.068632563	0.235839815	0.886589312	48	PLCD3|PIK3C2B|INPP1|IMPA2|ALDH6A1|PIK3CD|PLCG2|INPP5E|PIK3CG|IPMK|PLCB1|PLCD1|PLCB3|INPP4A|PI4KB|ITPK1|PLCB2|ISYNA1|PIP4K2C|PIP4K2B|PLCG1	UCEC
KEGG	KEGG_INSULIN_SIGNALING_PATHWAY	0.673992674	0.870573871	0.059860312	-0.205175784	-0.871860201	111	PDE3B|MAPK10|AKT3|PRKACB|IRS1|RHEB|PRKAB2|CALM2|PIK3CB|EIF4E|BRAF|PHKB|GSK3B|PRKAR1A|MAPK8|PDE3A|CRKL|RPS6KB1|SOS1|PRKAA1|CALM3|HK1|MAPK9|CALM1|BAD|MKNK1	UCEC
KEGG	KEGG_INTESTINAL_IMMUNE_NETWORK_FOR_IGA_PRODUCTION	0.786324786	0.953041309	0.059860312	0.230583273	0.779546497	27	CXCL12|HLA-DQB1|HLA-DQA1|HLA-DRB1|HLA-DPB1|HLA-DRA|MAP3K14|CD40|LTBR|CD86|HLA-DQA2	UCEC
KEGG	KEGG_JAK_STAT_SIGNALING_PATHWAY	0.76940133	0.943531886	0.062661823	0.203251088	0.85527175	85	TPO|SPRED1|LIFR|IL3RA|CCND1|SPRY1|CLCF1|SOCS1|TYK2|PIK3CD|CISH|SPRY2|PTPN6|SOCS3	UCEC
KEGG	KEGG_LEISHMANIA_INFECTION	0.137931034	0.810185185	0.175204048	0.319275336	1.268341606	61	MAPK12|HLA-DQB1|TGFB3|TNF|HLA-DQA1|MAPK11|MYD88|NCF4|TLR4|TAB1|PTPN6|NCF1|HLA-DRB1|NCF2|HLA-DPB1|IRAK1|C3|MARCKSL1|NFKB1|IL1B|MAPK13|CR1	UCEC
KEGG	KEGG_LEUKOCYTE_TRANSENDOTHELIAL_MIGRATION	0.025603971	0.682984145	0.352487858	0.335246301	1.4041974	81	VCAM1|CDH5|RAPGEF3|MAPK12|CXCL12|MMP2|JAM2|MAPK11|BCAR1|CTNND1|VAV2|PXN|PIK3CD|PTK2B|AFDN|NCF4|CTNNB1|NCF1|PLCG2|NCF2|ACTN4|SIPA1|VAV1|RAPGEF4|PIK3CG|RHOH	UCEC
KEGG	KEGG_LIMONENE_AND_PINENE_DEGRADATION	0.187242798	0.810185185	0.144630528	0.522262864	1.282033936	9	ALDH7A1|ALDH1B1|ALDH3A2|ALDH2|ECHS1|HADHA	UCEC
KEGG	KEGG_LINOLEIC_ACID_METABOLISM	0.151277014	0.810185185	0.158514105	-0.705519638	-1.2978004	4	PLA2G4A|PLA2G12A	UCEC
KEGG	KEGG_LONG_TERM_DEPRESSION	0.411214953	0.833252109	0.086034724	-0.285988964	-0.999727201	42	PLA2G4A|PRKCA|PRKG1|PLCB4|IGF1R|PLA2G12A|BRAF|GNAS|GNAQ|PRKG2|GNAO1|ITPR2	UCEC
KEGG	KEGG_LONG_TERM_POTENTIATION	0.521256932	0.868901536	0.072893856	-0.254220733	-0.921942304	48	CAMK4|RAP1B|PRKACB|PRKCA|CALM2|PLCB4|RAP1A|BRAF|GNAQ|CALM3|ITPR2|CALM1|ATF4|PPP3R1|PPP3CC|PPP1R12A|CAMK2D	UCEC
KEGG	KEGG_LYSINE_DEGRADATION	0.998134328	1	0.042587778	-0.138246094	-0.482788147	41	PLOD2|SETDB2|DLST|PIPOX|SETD2|SUV39H2	UCEC
KEGG	KEGG_LYSOSOME	0.121597096	0.810185185	0.170932335	-0.295525737	-1.245307845	105	CTSW|ASAH1|AP1S2|ATP6V0A1|SMPD1|AP1M2|LAPTM4B|CTNS|SLC17A5|AP4S1|MANBA|LGMN|GAA|MFSD8|CD164|AP3M2|MCOLN1|AP4E1|GLB1|LAMP2|GLA|LAPTM4A|AP3S2|CTSA|M6PR|AP1B1|LIPA|CTSS|HEXB|SLC11A2|ATP6AP1|ATP6V0A2|ARSB|NPC2|LAMP1|LAPTM5|PSAP|ARSA|AP1G1	UCEC
KEGG	KEGG_MAPK_SIGNALING_PATHWAY	0.241877256	0.810185185	0.116234149	-0.235134195	-1.085846531	188	NTRK1|HSPA2|PLA2G4A|TGFB2|MAPK10|FOS|STK3|RASA1|RAP1B|AKT3|NLK|PRKACB|CASP3|FAS|MAP2K5|PRKCA|PDGFA|MAP4K3|CDC42|DDIT3|MAP2K4|TAOK1|EGF|GADD45B|FGF13|RAP1A|PLA2G12A|BRAF|CD14|DUSP14|DUSP1|MAP3K5|TGFB1|TAB2|MAPK8|IKBKG|CACNB1|CRKL|PPM1A|DUSP8|JUND|SOS1|ARRB1|NF1|MAP2K3|RAC1|GADD45G|FGF2|ATF2|MAPK9|RASGRF2|STK4|ATF4|MKNK1|DUSP16|MAP4K2|CACNA1D|PPP3R1|PPP3CC|MAPKAPK5|GADD45A|DUSP4|ELK4|TRAF6|RASGRP2	UCEC
KEGG	KEGG_MATURITY_ONSET_DIABETES_OF_THE_YOUNG	0.204819277	0.810185185	0.135740944	0.737139735	1.267646542	3	NR5A2|HES1|HHEX	UCEC
KEGG	KEGG_MELANOGENESIS	0.420454545	0.833252109	0.085535695	-0.26888642	-0.994565459	55	MITF|LEF1|TCF7|KITLG|PRKACB|PRKCA|CALM2|PLCB4|GNAS|GNAQ|GSK3B|GNAO1|ADCY3|CALM3|WNT11|CALM1	UCEC
KEGG	KEGG_MELANOMA	0.117100372	0.810185185	0.176694269	-0.375857517	-1.339773482	45	E2F1|MITF|PDGFC|CDKN1A|AKT3|PDGFA|E2F3|PIK3CB|IGF1R|EGF|FGF13|BRAF	UCEC
KEGG	KEGG_METABOLISM_OF_XENOBIOTICS_BY_CYTOCHROME_P450	0.512333966	0.868901536	0.075118164	-0.318653686	-0.942052648	21	GSTM5|UGT2B28|MGST2|GSTM2|GSTM3|GSTM4	UCEC
KEGG	KEGG_MISMATCH_REPAIR	0.505285412	0.868901536	0.081526514	0.298827761	0.96106178	22	PCNA|RFC3|POLD2|POLD3|LIG1|MSH6|MSH2|POLD4|RPA3|POLD1|SSBP1|RPA2|PMS2|RFC5|MLH1	UCEC
KEGG	KEGG_MTOR_SIGNALING_PATHWAY	0.527102804	0.868901536	0.072893856	-0.269084233	-0.940633592	42	VEGFA|DDIT4|AKT3|RHEB|PIK3CB|EIF4E|BRAF|RPS6KB1|VEGFC|PRKAA1	UCEC
KEGG	KEGG_NATURAL_KILLER_CELL_MEDIATED_CYTOTOXICITY	0.978118162	1	0.050805414	0.157650946	0.668096412	88	FASLG|TNF|SH2D1B|VAV2|PIK3CD|PTK2B|KLRD1|SYK|PRF1|SH3BP2|PTPN6|PLCG2|VAV1|PIK3CG|SHC1|NCR3|TNFRSF10A|PIK3R5|RAC2|BID|PAK1|ZAP70|HRAS|RAF1|NCR1|MICB|GZMB|PPP3CA|MAP2K2|TNFRSF10B|PLCG1	UCEC
KEGG	KEGG_NEUROACTIVE_LIGAND_RECEPTOR_INTERACTION	0.186813187	0.810185185	0.135740944	-0.304338226	-1.184333927	71	OXTR|VIPR2|AVPR1A|C5AR1|PTGDR|GHR|GABRD|ADORA2B|PTGIR|LEPR|F2R|GRID1|TRHR|P2RY1|PARD3|FPR1|PTGER3|P2RX1|TBXA2R|F2RL3|PTAFR|HTR2A|LPAR1	UCEC
KEGG	KEGG_NEUROTROPHIN_SIGNALING_PATHWAY	0.113924051	0.810185185	0.176694269	-0.295309276	-1.253429143	108	NTRK1|BEX3|MAPK10|GAB1|CAMK4|RAP1B|AKT3|NFKBIA|IRS1|MAP2K5|YWHAE|YWHAZ|CDC42|CALM2|PIK3CB|RAP1A|BRAF|IRAK3|MAP3K5|GSK3B|MAPK8|KIDINS220|CRKL|YWHAQ|ARHGDIB|SOS1|CALM3|PSEN1|RAC1|MAPK9|YWHAH|CALM1|IRAK2|PRKCD|ATF4|BAD	UCEC
KEGG	KEGG_NICOTINATE_AND_NICOTINAMIDE_METABOLISM	0.382524272	0.81949049	0.092259726	-0.375235707	-1.045809071	16	NT5C3A|BST1|NMRK1|NNT|PNP|NT5M|NT5C2|NMNAT1	UCEC
KEGG	KEGG_NITROGEN_METABOLISM	0.351351351	0.810185185	0.09688777	-0.423701578	-1.086923885	11	CA13|CA4|GLS|CTH|CA2|GLUL	UCEC
KEGG	KEGG_NOD_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.671669794	0.870573871	0.061169263	-0.227871269	-0.842900333	54	CXCL8|CXCL1|MAPK10|NFKBIA|TNFAIP3|CCL5|ERBIN|TAB3|CARD8|TAB2|MAPK8|IKBKG	UCEC
KEGG	KEGG_NON_HOMOLOGOUS_END_JOINING	0.55785124	0.870573871	0.075118164	0.352625621	0.919756549	11	FEN1|XRCC5|RAD50|PRKDC|XRCC6|LIG4|POLM|DCLRE1C	UCEC
KEGG	KEGG_NON_SMALL_CELL_LUNG_CANCER	0.66728281	0.870573871	0.060771945	-0.234832232	-0.844932764	47	E2F1|FHIT|AKT3|PRKCA|E2F3|PIK3CB|EGF|BRAF	UCEC
KEGG	KEGG_NOTCH_SIGNALING_PATHWAY	0.029375662	0.682984145	0.352487858	0.414043646	1.513211407	41	JAG2|JAG1|DTX4|DTX1|RBPJ|DTX2|KAT2A|NUMBL|NOTCH2|CTBP2|HES1|NOTCH4|DVL1|DTX3	UCEC
KEGG	KEGG_NUCLEOTIDE_EXCISION_REPAIR	0.830223881	0.959140632	0.051011413	-0.215191807	-0.751500827	41	RBX1|GTF2H2|POLE2|GTF2H5|MNAT1|CETN2|GTF2H3|RAD23B|CUL4B|CDK7|RFC4	UCEC
KEGG	KEGG_N_GLYCAN_BIOSYNTHESIS	0.087686567	0.810185185	0.206587923	-0.407805443	-1.424153328	41	ALG11|ALG8|MAN2A1|DAD1|MAN1A2|B4GALT1|ALG6|FUT8|STT3B|RPN2|MAN1A1|MGAT4B|RFT1|MGAT3|MAN1C1|MAN2A2|MGAT5	UCEC
KEGG	KEGG_OLFACTORY_TRANSDUCTION	0.013803179	0.641847834	0.380730401	-0.603059247	-1.680769765	16	OR2B6|PRKACB|PRKG1|CALM2|OR2W3|PRKG2|ADCY3|CALM3|CALM1|CAMK2D	UCEC
KEGG	KEGG_ONE_CARBON_POOL_BY_FOLATE	0.178861789	0.810185185	0.147331214	0.447523442	1.281627308	14	TYMS|DHFR|SHMT1|GART|MTFMT|MTHFD1L|MTHFD1|SHMT2	UCEC
KEGG	KEGG_OOCYTE_MEIOSIS	0.744101633	0.928878549	0.05479395	-0.204963813	-0.82647469	85	CDC25C|SPDYC|RBX1|AR|PRKACB|CCNB1|YWHAE|YWHAZ|AURKA|CALM2|IGF1R|SKP1|CDC16|ANAPC10|YWHAQ|CDC27|CCNE2|ADCY3|CALM3|ITPR2|YWHAH|CALM1	UCEC
KEGG	KEGG_OTHER_GLYCAN_DEGRADATION	0.894117647	0.970106119	0.049890736	-0.240586533	-0.647172029	14	MANBA|GLB1|MAN2B2|HEXB|FUCA2	UCEC
KEGG	KEGG_OXIDATIVE_PHOSPHORYLATION	0.16635514	0.810185185	0.146416238	-0.295749595	-1.208528943	93	ATP6V0A1|MT-CO1|NDUFA6|PPA2|MT-CO2|MT-ATP6|MT-CO3|NDUFA5|MT-ND2|MT-ND1|MT-ATP8|ATP6V0E1|MT-ND6|MT-ND4L|MT-ND3|MT-CYB|MT-ND4|ATP6V1D|NDUFS4|MT-ND5|ATP6V1E1|UQCRH	UCEC
KEGG	KEGG_O_GLYCAN_BIOSYNTHESIS	0.669404517	0.870573871	0.06568136	0.280371765	0.829826445	16	GALNT15|ST3GAL2	UCEC
KEGG	KEGG_P53_SIGNALING_PATHWAY	0.38185654	0.81949049	0.097215081	0.266473887	1.042941659	55	CCNB2|CCND1|ZMAT3|GTSE1|SIAH1|CCNE1|CDK1|TP53I3|CDKN2A|SESN1|TP53|CASP8|APAF1|PIDD1|TSC2|DDB2|CCNG2	UCEC
KEGG	KEGG_PANCREATIC_CANCER	0.210909091	0.810185185	0.126253988	-0.304130677	-1.167540416	63	E2F1|VEGFA|TGFB2|MAPK10|AKT3|E2F3|CDC42|PIK3CB|EGF|BRAF|SMAD2|TGFB1|BCL2L1|MAPK8|IKBKG|VEGFC|RAC1|BRCA2|MAPK9|BAD	UCEC
KEGG	KEGG_PANTOTHENATE_AND_COA_BIOSYNTHESIS	0.764478764	0.943531886	0.056411839	-0.295725105	-0.758625167	11	VNN1	UCEC
KEGG	KEGG_PARKINSONS_DISEASE	0.291970803	0.810185185	0.104732822	-0.261633302	-1.077791606	96	VDAC3|MT-CO1|CASP3|NDUFA6|SLC18A2|UBE2L3|UBE2G1|MT-CO2|MT-ATP6|MT-CO3|NDUFA5|MT-ND2|MT-ND1|MT-ATP8|MT-ND6|MT-ND4L|MT-ND3|MT-CYB|MT-ND4|NDUFS4|PARK7|UBB|MT-ND5|UQCRH	UCEC
KEGG	KEGG_PATHOGENIC_ESCHERICHIA_COLI_INFECTION	0.23605948	0.810185185	0.119887845	-0.325066966	-1.158726596	45	TUBB2A|TLR5|TUBA4A|PRKCA|YWHAZ|CDC42|ITGB1|CD14|NCK2|TUBB1|ROCK2|YWHAQ|CTTN|TUBA1C|ARPC5	UCEC
KEGG	KEGG_PATHWAYS_IN_CANCER	0.333935018	0.810185185	0.095920678	-0.218978813	-1.042043428	238	CXCL8|NTRK1|E2F1|PTGS2|VEGFA|MITF|LEF1|ITGA2|RBX1|TGFB2|MAPK10|FOS|CDKN2B|TCF7|AR|CDKN1A|EGLN3|KITLG|AKT3|RET|NFKBIA|CASP3|FAS|PRKCA|PDGFA|PTK2|E2F3|CSF3R|CDC42|PIK3CB|IGF1R|RUNX1|PIAS2|EGF|ITGB1|FGF13|BRAF|LAMC1|LAMB3|PIAS1	UCEC
KEGG	KEGG_PENTOSE_AND_GLUCURONATE_INTERCONVERSIONS	0.891304348	0.970106119	0.050396432	-0.274459331	-0.634779742	8	UGT2B28	UCEC
KEGG	KEGG_PENTOSE_PHOSPHATE_PATHWAY	0.642706131	0.870573871	0.069119846	0.269365111	0.866306773	22	TKTL1|H6PD|PGM1|RPIA|PGLS|PFKL|TKT|PRPS1|RPE|FBP1|GPI|PRPS2|PGM2|ALDOB|ALDOA	UCEC
KEGG	KEGG_PEROXISOME	0.624190065	0.870573871	0.071652737	0.229900877	0.913721032	60	ACSL1|PEX5|PEX11B|ACOX1|CAT|PRDX1|ACAA1|ECH1|ACOX3|IDH2|PEX13|IDH1|PEX6|PMVK|HSD17B4|MVK|MLYCD|ACSL5|DHRS4|PEX26|PEX10|PEX2|ECI2|FAR1|NUDT19|MPV17	UCEC
KEGG	KEGG_PHENYLALANINE_METABOLISM	0.36743215	0.81949049	0.098890301	0.482137567	1.072267874	7	MAOA|ALDH3B1|GOT1|GOT2|MAOB	UCEC
KEGG	KEGG_PHOSPHATIDYLINOSITOL_SIGNALING_SYSTEM	0.434545455	0.833252109	0.081526514	-0.255280446	-0.980007151	63	PIK3C3|DGKE|PIP4K2A|PRKCA|CDS2|CALM2|PIK3CB|PLCB4|DGKH|INPP5A|INPP4B|SYNJ2|DGKI|PIP5K1C|CALM3|ITPR2|INPP5B|CALM1|CDIPT|DGKD|DGKG	UCEC
KEGG	KEGG_PORPHYRIN_AND_CHLOROPHYLL_METABOLISM	0.494736842	0.868901536	0.082434409	0.305505471	0.967049376	21	ALAD|HMBS|HMOX1|PPOX|ALAS1|MMAB|CPOX|HMOX2|COX15|UROD|BLVRB|UROS|EARS2|BLVRA	UCEC
KEGG	KEGG_PPAR_SIGNALING_PATHWAY	0.028868769	0.682984145	0.352487858	0.418188118	1.499332604	37	FABP4|LPL|PPARG|ACSL1|ACOX1|FABP5|MMP1|NR1H3|RXRB|DBI|ACAA1|ACOX3|RXRA|APOC3|PPARD	UCEC
KEGG	KEGG_PRIMARY_BILE_ACID_BIOSYNTHESIS	0.979919679	1	0.046788297	0.279239385	0.480203175	3	HSD17B4|SCP2	UCEC
KEGG	KEGG_PRIMARY_IMMUNODEFICIENCY	0.219330855	0.810185185	0.125033368	-0.376888918	-1.195131572	28	CD8B|CD3E|CD3D|IL7R|CD40LG|CD8A|TAP1|IL2RG|IKBKG|BTK	UCEC
KEGG	KEGG_PRION_DISEASES	0.875464684	0.970106119	0.048408762	-0.215844549	-0.675027755	25	PRKACB|HSPA5|CCL5|LAMC1|C5|FYN|NOTCH1|EGR1	UCEC
KEGG	KEGG_PROGESTERONE_MEDIATED_OOCYTE_MATURATION	0.604395604	0.870573871	0.065087757	-0.230695167	-0.889937147	66	CDC25C|PDE3B|SPDYC|MAPK10|AKT3|PRKACB|CCNB1|PIK3CB|IGF1R|CDC16|BRAF|ANAPC10|MAPK8|PDE3A|CDC27|ADCY3	UCEC
KEGG	KEGG_PROPANOATE_METABOLISM	0.207264957	0.810185185	0.139599673	0.358041954	1.210453595	27	ALDH6A1|ALDH7A1|ACSS1|SUCLA2|ALDH1B1|ACAT1|ALDH3A2|ACACB|LDHA|ALDH2|SUCLG1|ECHS1|MLYCD	UCEC
KEGG	KEGG_PROSTATE_CANCER	0.275862069	0.810185185	0.10797236	-0.28011259	-1.098544278	75	E2F1|PDGFC|LEF1|TCF7|AR|CDKN1A|AKT3|NFKBIA|PDGFA|E2F3|PIK3CB|IGF1R|EGF|BRAF	UCEC
KEGG	KEGG_PROTEASOME	0.213219616	0.810185185	0.13725078	0.329778253	1.200630079	39	PSMB5|PSMD3|PSMC3|PSMC4|PSMC2|PSMB6|PSMC5|PSMA6|PSMB7|PSMB4|PSMD4|PSMB3|PSMD8|PSMB2|PSMA7|PSMB10|PSMD12|SEM1|PSMB8|PSMD2|PSMC1|PSMD13|PSMD1|PSME1|PSMD14|PSMF1|PSMA5	UCEC
KEGG	KEGG_PROTEIN_EXPORT	0.072106262	0.810185185	0.23112671	-0.497529323	-1.470872101	21	IMMP2L|SEC63|SPCS2|HSPA5|SEC11C|SEC62|SPCS1|SEC11A|IMMP1L|SRP54	UCEC
KEGG	KEGG_PROXIMAL_TUBULE_BICARBONATE_RECLAMATION	0.417647059	0.833252109	0.087831263	-0.387600752	-1.011557074	12	ATP1A3|CA4|GLS|CA2	UCEC
KEGG	KEGG_PURINE_METABOLISM	0.427007299	0.833252109	0.082664645	-0.232348396	-0.986616081	109	PDE3B|PDE6H|ENTPD5|POLR3G|AK5|NT5C3A|PDE4D|FHIT|ADSL|POLE2|DCK|PNPT1|GMPR|PDE5A|PRUNE1|NME7|PNP|GMPS|PDE3A|PDE4B|ADPRM|ADCY3|PRIM2|NT5M|NT5C2	UCEC
KEGG	KEGG_PYRIMIDINE_METABOLISM	0.95505618	1	0.053129805	0.173062116	0.725577011	82	TK1|TYMS|POLR1B|TXNRD2|CDA|DUT|POLE|CAD|UMPS|NME6|POLD2|POLD3|POLR3H|POLR3A|ITPA|POLR1C|POLR2C|TYMP|NUDT2|POLA2|ENTPD1|POLR2B|RRM1|DTYMK|POLR3K|POLR3B|UCK2|UCK1|POLR1A|POLD4|POLR2D|POLE4|POLR2K|POLR2L|POLR3GL|TK2	UCEC
KEGG	KEGG_PYRUVATE_METABOLISM	0.179704017	0.810185185	0.150169802	0.358410361	1.253695826	32	LDHD|ALDH7A1|PDHA1|ACSS1|ALDH1B1|ACAT1|ALDH3A2|AKR1B1|ACACB|LDHA|ALDH2|HAGHL|PDHB|PC|ACAT2|MDH2|MDH1|DLD|PCK2|DLAT	UCEC
KEGG	KEGG_REGULATION_OF_ACTIN_CYTOSKELETON	0.335174954	0.810185185	0.09688777	-0.232909097	-1.031447352	146	TMSB4Y|PDGFC|WASF1|ITGA2|MYL12A|MYLK|F2R|DIAPH3|ITGAX|NCKAP1|PIP4K2A|VAV3|PDGFA|PTK2|CDC42|PIK3CB|EGF|ITGB1|ARHGEF12|IQGAP2|FGF13|BRAF|CD14|TMSB4X	UCEC
KEGG	KEGG_REGULATION_OF_AUTOPHAGY	0.387715931	0.81949049	0.090824142	-0.367704524	-1.035424017	17	PIK3C3|GABARAPL1|ATG4C|PRKAA1|GABARAPL2|ATG5	UCEC
KEGG	KEGG_RENAL_CELL_CARCINOMA	0.382189239	0.81949049	0.089710465	-0.266746365	-1.011400526	60	VEGFA|RBX1|TGFB2|GAB1|EGLN3|RAP1B|AKT3|CDC42|PIK3CB|RAP1A|BRAF|CUL2|TGFB1|CRKL|VEGFC|SOS1|RAC1	UCEC
KEGG	KEGG_RENIN_ANGIOTENSIN_SYSTEM	0.352822581	0.810185185	0.099233334	0.455279029	1.08067076	8	CTSG|ACE|THOP1	UCEC
KEGG	KEGG_RETINOL_METABOLISM	0.258872651	0.810185185	0.121543282	0.412157194	1.198022877	15	CYP26B1|ADH1B|ALDH1A2|RETSAT|PNPLA4	UCEC
KEGG	KEGG_RIBOFLAVIN_METABOLISM	0.428274428	0.833252109	0.089710465	0.403270129	1.015033231	10	ACP5|PHPT1|ACP2|MTMR1|RFK|FLAD1	UCEC
KEGG	KEGG_RIBOSOME	0.378413524	0.622875358	0.071305299	-0.282457018	-1.060434501	82	RPS4Y1|UBA52|RPL6|RPL31|RPL22|RPS6|RPS15A|RPL7|RPL4|RPL26|RPS12|RPL32|RPS25|RPS20|RPS16|RPL37|RPL41|RPS18|RPL36AL|RPL38|RPL14|RPS9|RPS13|RPL9|RSL24D1|RPL24|RPL29|RPL21|RPL19|RPL5|RPL34|RPS3A|RPS3|RPL15|RPL36|RPL35A|RPLP1|RPS17|RPL13|RPS8|RPL30|RPS5|RPL27A|RPS11|RPS15|RPS7|RPL23|RPL39|RPL18|RPS28|RPL18A|RPL27|RPL37A|RPS27L|RPL10A|RPLP2|RPL35|RPL3|RPL13A|RPL7A|RPS29|FAU|RPL23A|RPL10|RPL11|RPL28|RPS27|RPL8|RPS23|RPLP0|RPS21|RPS24|RPL12|RPS2|RPSA|RPS19|RPS4X|RPL26L1|RPS27A	THCA
KEGG	KEGG_RIG_I_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.095764273	0.810185185	0.195789002	-0.384512434	-1.405291429	50	DDX3Y|CXCL8|MAPK10	UCEC
KEGG	KEGG_RNA_DEGRADATION	1	1	0.042759143	-0.120300864	-0.444995277	54	EXOSC1|PNPT1|PARN|CNOT10|LSM1|CNOT6L|PAPOLG|XRN1|ZCCHC7|PAPOLA|CNOT2|DCP1A|DCP2|CNOT4|CNOT6|CNOT9	UCEC
KEGG	KEGG_RNA_POLYMERASE	0.5	0.868901536	0.083129129	0.297320612	0.98124605	25	POLR1B|POLR3H|POLR3A|POLR1C|POLR2C|POLR2B|POLR3K|POLR3B|POLR1A|POLR2D|POLR2K|POLR2L|POLR3GL|POLR2I|POLR3D|POLR2A	UCEC
KEGG	KEGG_SELENOAMINO_ACID_METABOLISM	0.817142857	0.959140632	0.052697309	-0.241564811	-0.711959095	20	METTL6|GGT7|CTH	UCEC
KEGG	KEGG_SMALL_CELL_LUNG_CANCER	0.471243043	0.867833722	0.078295525	-0.246210686	-0.957453782	72	E2F1|PTGS2|ITGA2|CDKN2B|FHIT|AKT3|NFKBIA|PTK2|E2F3|PIK3CB|PIAS2|ITGB1|LAMC1|LAMB3|PIAS1	UCEC
KEGG	KEGG_SNARE_INTERACTIONS_IN_VESICULAR_TRANSPORT	0.051526718	0.763076923	0.276500599	-0.475370499	-1.563256762	33	STX7|STX1A|BET1|VAMP2|VAMP7|STX17|GOSR1|VAMP3|VAMP4|STX11|BNIP1|BET1L|SNAP23|STX2|SNAP29|VTI1B|STX6|STX12|VAMP8	UCEC
KEGG	KEGG_SPHINGOLIPID_METABOLISM	0.527881041	0.868901536	0.072535186	-0.293208712	-0.929777906	28	ACER2|ASAH1|SMPD1|ACER3|B4GALT6|GLB1|GLA|SPTLC2|SPHK1|SGMS1|KDSR|SPTLC1|ARSA	UCEC
KEGG	KEGG_SPLICEOSOME	0.277657267	0.810185185	0.119348441	0.241333553	1.084260872	121	HSPA1A|SNRNP200|LSM2|THOC3|SART1|DHX16|SNRPF|SRSF9|PRPF8|DHX15|EIF4A3|SNRNP27|HSPA1L|ALYREF|PRPF38A|PRPF31|LSM7|PRPF4|HSPA1B|SRSF1|DHX38|SNRPB|DHX8|PUF60|SNRPG|LSM6|DDX23|ACIN1|SF3B2|RBM8A|PRPF6|SNRPD3|SNRPA1|CHERP|SF3B3|TCERG1|CRNKL1|PRPF19|PQBP1|DDX46|LSM5|CCDC12|EFTUD2|HSPA6|PPIH|DDX42|PPIL1|CTNNBL1|PHF5A|SNRNP40|CDC40|U2AF2|SF3A3|LSM4|RBM25|SNRNP70|HNRNPM|PRPF40A|RBM22|SNRPE|RBM17|PLRG1	UCEC
KEGG	KEGG_STARCH_AND_SUCROSE_METABOLISM	0.737240076	0.926531446	0.057125851	-0.263436279	-0.787354176	22	UXS1|UGT2B28|GAA|UGP2|AGL|HK1|PYGL|PGM2L1	UCEC
KEGG	KEGG_STEROID_BIOSYNTHESIS	0.633333333	0.870573871	0.06613262	-0.314683398	-0.846490826	14	SOAT1|SQLE|SC5D|CEL|LIPA|TM7SF2	UCEC
KEGG	KEGG_STEROID_HORMONE_BIOSYNTHESIS	0.592814371	0.870573871	0.070281284	-0.340034828	-0.895508404	13	CYP19A1|UGT2B28|HSD17B3	UCEC
KEGG	KEGG_SULFUR_METABOLISM	0.334029228	0.810185185	0.104732822	0.498393037	1.108419834	7	SULT1A1|SUOX|PAPSS2	UCEC
KEGG	KEGG_SYSTEMIC_LUPUS_ERYTHEMATOSUS	0.033234711	0.6868507	0.321775918	0.427150963	1.516470314	35	ELANE|HLA-DQB1|CTSG|TNF|HLA-DQA1|C1QC|HLA-DRB1|HLA-DPB1|ACTN4|FCGR2B|C3|TRIM21|C1QB|SNRPB|HLA-DRA|SNRPD3|CD40|CD86|HLA-DQA2	UCEC
KEGG	KEGG_TASTE_TRANSDUCTION	0.88372093	0.970106119	0.049890736	-0.268777331	-0.654653441	9	PRKACB|GNAS	UCEC
KEGG	KEGG_TAURINE_AND_HYPOTAURINE_METABOLISM	0.717092338	0.91941209	0.060248409	-0.433126285	-0.796733974	4	GGT7	UCEC
KEGG	KEGG_TERPENOID_BACKBONE_BIOSYNTHESIS	0.804391218	0.959140632	0.05559471	-0.278844619	-0.734359187	13	HMGCR|PDSS1|GGPS1|IDI1|HMGCS1|DHDDS	UCEC
KEGG	KEGG_TGF_BETA_SIGNALING_PATHWAY	0.120253165	0.810185185	0.186432558	0.322565155	1.262475065	55	DCN|ID1|ZFYVE16|ACVRL1|TGFB3|TNF|ACVR2B|SMAD6|ID3|SMAD7	UCEC
KEGG	KEGG_THYROID_CANCER	0.509363296	0.868901536	0.074738523	-0.300971044	-0.950795151	27	NTRK1|LEF1|TCF7|RET	UCEC
KEGG	KEGG_TIGHT_JUNCTION	0.944196429	0.999802943	0.053347785	0.174468111	0.733764289	84	TJP1|MPDZ|MAGI1|MYH11|JAM2|MYH10|SPTAN1|EPB41L2|AFDN|RAB13|CTNNB1|PPP2R2B|ACTN4|LLGL1|EPB41L1|RRAS2|PRKCE|LLGL2|HCLS1|AKT2|TJAP1|PPP2R1A	UCEC
KEGG	KEGG_TOLL_LIKE_RECEPTOR_SIGNALING_PATHWAY	0.883636364	0.970106119	0.046975873	-0.190356049	-0.745411504	74	CXCL8|MAPK10|FOS|TLR5|AKT3|NFKBIA|PIK3CB|MAP2K4|CCL5|CD14|TAB2|MAPK8|IKBKG	UCEC
KEGG	KEGG_TRYPTOPHAN_METABOLISM	0.000794805	0.073916832	0.477270815	0.599743486	1.968544477	24	MAOA|INMT|KMO|ALDH7A1|KYNU|CAT|ALDH1B1|ACAT1|ALDH3A2|IDO1|ALDH2|ECHS1|HAAO|OGDH|CYP1B1|AFMID|GCDH|ACAT2|HADHA	UCEC
KEGG	KEGG_TYPE_II_DIABETES_MELLITUS	0.620390456	0.870573871	0.072179797	0.259697979	0.882265036	30	TNF|HK3|CACNA1A|SOCS1|PIK3CD|SOCS3|PIK3CG|PRKCE|PIK3R5|MTOR	UCEC
KEGG	KEGG_TYPE_I_DIABETES_MELLITUS	0.503253796	0.868901536	0.083129129	0.286592969	0.973634672	30	FASLG|HLA-DQB1|TNF|HLA-DQA1|PTPRN2|PRF1|HLA-DRB1|HLA-DPB1	UCEC
KEGG	KEGG_TYROSINE_METABOLISM	0.245283019	0.810185185	0.125639921	0.373728897	1.172139294	20	MAOA|ADH1B|TPO|ALDH3B1|GSTZ1|GOT1	UCEC
KEGG	KEGG_T_CELL_RECEPTOR_SIGNALING_PATHWAY	0.181818182	0.810185185	0.138805109	-0.293475561	-1.194864993	90	CD8B|CD3G|CD3E|CD3D|TEC|CD28|FOS|AKT3|NFKBIA|VAV3|DLG1|CDC42|GRAP2|PIK3CB|CD40LG|CD8A|NFAT5|NCK2	UCEC
KEGG	KEGG_UBIQUITIN_MEDIATED_PROTEOLYSIS	0.13099631	0.810185185	0.165656695	-0.277598507	-1.202245808	125	RBX1|FANCL|UBE2K|UBE2H|KLHL13|UBE2L3|UBE2Q2|UBE2G1|CUL5|BRCA1|PIAS2|SKP1|CDC16|UBE3A|UBE2D2|PIAS1|UBA2|UBE2F|FBXW7|ANAPC10|UBE2C|CUL2|UBE2B|TRIM37|NEDD4|UBE2D3|CDC27|RCHY1|CUL4B|UBE3B|NEDD4L|UBE2J1|CUL3|WWP1|ITCH|UBE2L6|HERC4|MDM2|UBE2E3	UCEC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_BIOSYNTHESIS	0.296450939	0.810185185	0.112378519	0.513071864	1.14106536	7	BCAT1|PDHA1|VARS2|PDHB|BCAT2	UCEC
KEGG	KEGG_VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION	0.976645435	1	0.049490487	0.176682147	0.639467943	38	BCAT1|ALDH6A1|ALDH7A1|ACAA2|ALDH1B1|ACAA1|ACAT1|ALDH3A2|ACADS|ALDH2|ECHS1|HSD17B10	UCEC
KEGG	KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION	0.292947559	0.810185185	0.103958472	-0.278454295	-1.085930551	70	AVPR1A|PLA2G4A|ADORA2B|PTGIR|MYLK|PRKACB|PRKCA|PRKG1|CALM2|PLCB4|ARHGEF12|PLA2G12A|BRAF|GNAS|RAMP1|GNAQ|ROCK2|ADCY3|CALM3|MYL6|ITPR2|CALM1|PRKCD|GNA13|PRKCQ|CACNA1D|PPP1R12A|PPP1R14A	UCEC
KEGG	KEGG_VASOPRESSIN_REGULATED_WATER_REABSORPTION	0.34521576	0.810185185	0.096240602	-0.314936499	-1.066879329	37	RAB11A|DCTN4|PRKACB|VAMP2|GNAS|DYNLL1|ARHGDIB|ADCY3|DYNC2H1|AQP3|DYNC2LI1|RAB5A|RAB11B|CREB3L2|ADCY6|DYNLL2	UCEC
KEGG	KEGG_VEGF_SIGNALING_PATHWAY	0.52532833	0.868901536	0.073255866	-0.250994859	-0.934373025	56	PTGS2|VEGFA|PLA2G4A|AKT3|PRKCA|PTK2|CDC42|PIK3CB|NFAT5|PLA2G12A	UCEC
KEGG	KEGG_VIBRIO_CHOLERAE_INFECTION	0.34082397	0.810185185	0.09688777	-0.309503414	-1.071639501	40	ATP6V0A1|PRKACB|PRKCA|SLC12A2|GNAS|ATP6V0E1|ATP6V1D|ATP6V1E1|ADCY3|KDELR2|PDIA4|ATP6AP1|ATP6V0A2|KCNQ1|TJP2|ARF1|PRKCB|KDELR1	UCEC
KEGG	KEGG_VIRAL_MYOCARDITIS	0.868534483	0.970106119	0.05559471	0.200087333	0.76014739	49	HLA-DQB1|CCND1|HLA-DQA1|MYH11|MYH10|PRF1|ABL1|HLA-DRB1|HLA-DPB1|CASP8	UCEC
KEGG	KEGG_WNT_SIGNALING_PATHWAY	0.867753623	0.970106119	0.047638726	-0.186227215	-0.781969974	103	LEF1|RBX1|MAPK10|TCF7|NLK|PRKACB|PRKCA|PORCN|PLCB4|SKP1|VANGL1|NFAT5|LRP6|SMAD2|TBL1XR1|GSK3B|ROCK2|MAPK8|FOSL1|DAAM1|PSEN1|RAC1|WNT11|MAPK9	UCEC
CUSTOM	ACC TCGA	0.039288151	0.178433688	0.321775918	0.852715962	1.444236513	3	STAR|AMHR2|NR5A1	AML
CUSTOM	ALL TCGA	0.065502183	0.230314129	0.261663522	0.665812076	1.507527643	7	C1orf228|DNTT	AML
CUSTOM	AML TCGA	0.008982777	0.069937333	0.380730401	0.345173809	1.489273703	94	PRSS57|MPO|RNASE3|ELANE|AZU1|SPINK2|MS4A3|RAB44|DEFA4|CEACAM8|DEFA3|AHSP|LUZP1|HBG2|CA1|CDADC1|HBM	AML
CUSTOM	Adipose Tissue GTEX	0.388185654	0.641094489	0.096240602	0.586101979	1.093172331	4	PPARG|FABP4|LIPE	AML
CUSTOM	Adrenal Gland GTEX	0.516693164	0.73142279	0.065831196	-0.235925832	-0.964324154	95	LRRN3|DLK1|RMDN2|CTSA|NOV|NLK|QPCT|AKAP7|SGSH|MAP3K5|TMEM138|C3orf33|ALKAL2|SOAT1|CTNNAL1|KLHDC8B|PAPSS2|ACP1|SLC35F5	AML
CUSTOM	Alveolar_macrophage_4 RNAat	0.117043121	0.327120518	0.186432558	-0.948764506	-1.260934181	1	FOLR3	AML
CUSTOM	Bladder GTEX	0.071570577	0.23527407	0.237793834	-0.909916311	-1.364300159	2	ABCC4|PLA2G4A	AML
CUSTOM	Blood GTEX	0.000217969	0.002969833	0.518848078	-0.366141282	-1.651313531	196	B2M|SLC15A4|TMSB4X|TGFB1|TRAPPC1|ADAM8|NFKBID|MOB1A|HLA-B|BCL2A1|PTPRC|STK4|LYN|CDC42|PIAS1|ARPC5|LRMP|WIPF1|RNASET2|TREML2|MAP4K2|CYTIP|HLA-A|TNFRSF8|CD48|LCK|C18orf8|TAP1|CD86|ARPC1B|RAB8A|ARID3B|PLXNC1|PDK3|SRGN|TMEM131L|EVI2B|UBALD2|FERMT3|ST8SIA4|ITGAL|BTK|C16orf54|ITGB2|STK17A|UNC119|CD53|TLR1|CD300A|ARHGDIB|PSMB9|IRF2|SP110|RAB8B|ZNF586|TBC1D22A|CD37|LAPTM5|SEMA4A|CYB5R4|GPSM3|NCF1|IL2RG|CBL|LITAF|GRK6|PTPN22|PIK3R5|CRLF3|CCNK|PLEK|PPP1R18|NIN|CEACAM21	AML
CUSTOM	Blood Vessel GTEX	0.441901408	0.678412021	0.078920964	-0.31321734	-1.014461658	28	ITGB5|PRKG1|TBXA2R|LTBP1|PPP1R14A|LTBP2|CYB5R3|KCTD10	AML
CUSTOM	Brain GTEX	0.229166667	0.520399306	0.111918316	-0.286637224	-1.14091266	83	DNM3|PTPRA|WASF3|C12orf76|PHACTR3|DNAJC6|CTNND2|CADM2|GNAO1|DLG2|RPH3A|SEPT4|MTURN|SLAIN1|KIF3C|CLEC2L|NAPB|NAP1L3|ABI2|PRKACB|RAB6B|CLIP2|MAP2|TRIM9|FBXL16	AML
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	5.78E-06	0.000157421	0.610526878	0.905071006	2.121618942	8	PRSS57|IGLL1|SPINK2|SMIM24|MS4A2|HTR1F|CLEC9A	AML
CUSTOM	CCSK TCGA	0.002651851	0.02408765	0.431707696	-0.431945788	-1.698099237	77	MTRNR2L1|BMP6|CHST8|ZPBP|NLGN1|MTRNR2L12|HIST1H1T|CCDC7|HIST2H2BE|HIST1H2BJ|STXBP4|CDH23|HOOK3|DGKH|HIST1H2BC|PPM1L|ADAMTS17|HOMER1|ZNF730|EVI5|PTCH1|ST8SIA6|DOK6|NETO1|ZNF124|HIST1H4H	AML
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.163021869	0.413241481	0.153158809	-0.842254856	-1.262850681	2	FCRL5|COL19A1	AML
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.744186047	0.83202816	0.057852976	-0.458744572	-0.783908888	3	SH2D1B|KLRF1|C9orf172	AML
CUSTOM	DLBC TCGA	2.54E-05	0.000395366	0.575610261	-0.555503165	-2.033142795	52	LTA|CD19|CD27|BCL2A1|MS4A1|CD79A|IL21R|DUSP2|CD48|FCRLA|SIT1|FERMT3|BTK|COTL1|CD40|SEPT1|CD53|CXCR5|FCRL3|BCAS4|IKZF3|BLK|CD37|RELB|CD72|NCF1|CD79B|SP140|POU2AF1	AML
CUSTOM	ESCA TCGA	0.93592233	0.955023364	0.047353425	0.523880951	0.692945289	1	ZBTB7A	AML
CUSTOM	GBM TCGA	0.015195997	0.097433158	0.380730401	0.732627355	1.65881039	7	BAALC|SLC1A3|TIMP4|POU3F2|PSRC1	AML
CUSTOM	HNSC TCGA	0.117043121	0.327120518	0.186432558	-0.951527591	-1.264606397	1	KRT5	AML
CUSTOM	Heart GTEX	0.017018894	0.103058858	0.352487858	-0.493283644	-1.59937304	29	HSPB3|NPPA|RD3L|TSPAN9|FBXO40|RYR2|TPM1|CCDC141|PKP2	AML
CUSTOM	Human_Amniotic_Epithelial_Cell_tRNA RNAat	0.252427184	0.525697666	0.118287526	0.890266046	1.177568419	1	WNT6	AML
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.052256187	0.210960162	0.321775918	0.984763559	1.302561715	1	CEACAM6	AML
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.504854369	0.728528179	0.077073673	0.762848346	1.009031093	1	TPO	AML
CUSTOM	KICH TCGA	0.411764706	0.661583525	0.085042746	-0.477992496	-1.0485793	7	PVALB	AML
CUSTOM	Kidney GTEX	0.001786112	0.017698742	0.455059867	0.792402246	1.857506875	8	HOXB6|TMEM52B|PTH2R|AGRN|PARD6B	AML
CUSTOM	LGG TCGA	0.06504065	0.230314129	0.224966094	-0.35791169	-1.386840965	70	P2RY12|CDH20|SNN|PHACTR3|CTNND2|CADM2|DCLK2|CMTM5|GRIK4|MTURN|SLAIN1|RTN3|NAP1L3|PLEKHB1|GABBR1|ACSBG1|TRIM9|ABAT	AML
CUSTOM	LIHC TCGA	0.385714286	0.641094489	0.087051587	-0.353249518	-1.043775411	20	ALDOB|SERPINA1|F5|ORM1|APOA1|ALB	AML
CUSTOM	Liver GTEX	0.359102244	0.641094489	0.111462667	0.269745216	1.050404733	56	DEPDC7|SLC27A2|SLC17A9|DECR2|SLC27A5|MST1|OAF|TFR2|NR1I3|SERPINF2|SPRYD4|F12	AML
CUSTOM	Lung GTEX	0.834845735	0.89213907	0.049490487	-0.262837333	-0.703014862	14	SLC6A4	AML
CUSTOM	Monocytes RNAat	0.55666004	0.777896722	0.073255866	-0.663350703	-0.99460737	2	LGALS2|S100A12	AML
CUSTOM	Muscle GTEX	0.741935484	0.83202816	0.073990144	0.194647946	0.891143872	130	PPP1R27|CKM|CLTCL1|MAPK12|PACSIN3|PROB1|PHKA1|MACROD1|MYLK2|JPH1|UTP11|TACC2|UBFD1|PSMD3|RPUSD4|KEAP1|IPO13|FHL3|SAMM50|CCDC43|ATP2A1|UBAC1|MYOT|VPS4A|PGM1|LRRC47|STK25|DVL1|AIMP2	AML
CUSTOM	NB TCGA	0.309392265	0.601561448	0.128788713	0.238441926	1.059400682	109	MAST1|ANKRD13B|TRO|CHRNA7|ARVCF|DOC2B|ZFHX2|BRSK1|ZKSCAN2|ZNF793|MYT1|MPP2|KIAA0895L|CBX8|ATAT1|CASKIN1|ZNF804A|MTMR4|TSTD2|YPEL1|ARHGAP33|DBF4B|TMEM151B|RPS6KL1|FRS3|SUPT7L|CPSF4	AML
CUSTOM	Nerve GTEX	0.922261484	0.955023364	0.043712583	-0.205677384	-0.69136122	35	ST6GALNAC2|NEK1|ADD3|ITGA6|AATK|INF2|SECISBP2L|EHBP1	AML
CUSTOM	Ovary GTEX	0.733924612	0.83202816	0.064940768	0.29467209	0.788806814	13	IGSF10|ROBO3|FKBP7|HNRNPA1	AML
CUSTOM	PCPG TCGA	0.075	0.23527407	0.219250347	-0.477780455	-1.411737215	20	SLC35D3|DLK1|SLC18A2|PTPRN|BSCL2|GNAS	AML
CUSTOM	PRAD TCGA	0.507964602	0.728528179	0.072003314	-0.303071319	-0.962044605	25	CPNE4|CHRNA2|ARHGAP6|ABCC4|RDH11	AML
CUSTOM	Pancreas GTEX	0.864217252	0.905766159	0.042077211	-0.19305254	-0.798126554	104	NOMO1|CATSPERB|HOMER2|TC2N|ERO1B|SLC33A1|SUCO|TPST2|ICA1|NAA16|C1orf27|SEL1L|SEC63|SSFA2|XPNPEP1	AML
CUSTOM	Pituitary GTEX	0.377574371	0.641094489	0.102821843	0.309006613	1.042745304	31	BEX1|ZNF667|GAL|RTL5|CHD5|BAIAP3|COL11A2|REC8|TP53BP1|ARFGAP1	AML
CUSTOM	READ TCGA	0.492248062	0.728528179	0.078295525	-0.593011693	-1.013346349	3	TRABD2A	AML
CUSTOM	Salivary Gland GTEX	0.065400844	0.230314129	0.257206466	0.778900821	1.452772481	4	TCN1|FUT2|ZG16B|SLPI	AML
CUSTOM	Skin GTEX	0.645348837	0.83202816	0.064648457	-0.508839566	-0.869511887	3	TMEM45A	AML
CUSTOM	Spleen GTEX	0.000570186	0.00621503	0.477270815	-0.440029717	-1.751374718	81	LDLRAP1|CD163L1|PSTPIP2|CD8A|BANK1|CETP|CD19|MS4A1|MPEG1|CD1C|CD84|FCRL2|P2RY6|FCRL5|LILRB1|FCRL1|FCRLA|FLI1|TNFRSF13B|CNR2|PDE2A|SCIMP|FCER2|FCRL3|FGD2|PARP15|CARD8|C1QA|ABI3|LILRA4|FAM129C|CR2|BLK|EXOC3L1|SEMA7A|CEPT1|CD72|BTN3A3|PCDH17|CD79B|POU2AF1|DLL1|UBASH3B|STAB2|GIMAP7|PITPNM3|GIMAP1|PAX5|SP140L	AML
CUSTOM	TGCT TCGA	0.027551126	0.143003463	0.352487858	0.869360945	1.472427955	3	TRIM71|SPSB2	AML
CUSTOM	THCA TCGA	0.183712121	0.444991582	0.139599673	-0.691403064	-1.28867431	4	ATP13A4|TG|DAPK2	AML
CUSTOM	Testis GTEX	0.072093023	0.23527407	0.257206466	0.471826372	1.433602149	22	TRIM71|SPINK2|C9orf43|MEX3B|TCP11|GTSF1|GOLGA6L2|NR6A1	AML
CUSTOM	Thyroid GTEX	0.029019279	0.143777338	0.352487858	-0.543399872	-1.543694057	18	ATP13A4|PBX4|DGKI|MPPED2|PKHD1L1|HOOK3|TG|EPOR	AML
CUSTOM	UVM TCGA	0.497345133	0.728528179	0.07307444	-0.308144647	-0.978148958	25	ACCSL|MITF|ST6GALNAC2|PIP4K2A	AML
CUSTOM	Uterus GTEX	0.258726899	0.525697666	0.120433372	-0.875424331	-1.163463066	1	SLC37A3	AML
CUSTOM	WT TCGA	0.423580786	0.669134865	0.093145458	0.451834415	1.023040727	7	FZD7|ZNF516	AML
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.412731006	0.661583525	0.091107313	-0.80318939	-1.067460838	1	GZMB	AML
CUSTOM	adipose tissue HPA_RA	0.02540801	0.138473656	0.352487858	0.81446687	1.519108752	4	GYG2|LIPE	AML
CUSTOM	adrenal gland HPA_RA	0.386773547	0.641094489	0.093444922	0.725356849	1.099980989	2	STAR	AML
CUSTOM	b cell TabSap	0.606589147	0.826477713	0.06767604	-0.529452705	-0.904735897	3	CD19|FCER2	AML
CUSTOM	breast HPA_RA	0.032342144	0.153273639	0.321775918	-0.860287407	-1.47007068	3	UGT2B28|OXTR	AML
CUSTOM	cardiac muscle cell TabSap	0.436708861	0.678412021	0.089436683	0.55665439	1.038247947	4	FBN2|ENO3|MYL4	AML
CUSTOM	cerebral cortex HPA_RA	0.237980769	0.522628932	0.138022242	0.305394829	1.129723117	45	SHANK1|RASL10A|DPF1|MAST1|BAALC|SLC1A3|OLIG1|SHISA7|CASKIN1|PACSIN1|NCDN|CNP|POU3F2|APC2|TMEM151B	AML
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.22587269	0.520399306	0.130105631	-0.898871082	-1.194624445	1	DNAH2	AML
CUSTOM	club cell/type i pneumocyte TabSap	0.667351129	0.83202816	0.065831196	-0.662903608	-0.881017167	1	AGER	AML
CUSTOM	duodenum glandular cell TabSap	0.044665988	0.194596742	0.321775918	0.987605589	1.306320912	1	MUC6	AML
CUSTOM	endothelial cell TabSap	0.658436214	0.83202816	0.06658921	0.521079494	0.882547137	3	CLEC14A|NOS3|ADCY4	AML
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.715116279	0.83202816	0.059731798	-0.474451323	-0.810748796	3	HBB|ALAS2	AML
CUSTOM	esophagus HPA_RA	0.711422846	0.83202816	0.061570676	0.572950111	0.868860934	2	TGM1	AML
CUSTOM	fallopian tube HPA_RA	0.748062016	0.83202816	0.057609111	-0.454491501	-0.776641184	3	PRR29|IMPG2	AML
CUSTOM	heart muscle HPA_RA	9.32E-06	0.000203181	0.593325476	-0.990661989	-1.692856519	3	NPPA|RD3L	AML
CUSTOM	hematopoietic stem cell TabSap	4.29E-08	1.56E-06	0.719512826	0.981045648	2.099767576	6	MPO|ELANE|AZU1|PRTN3|DEFA4|DEFA3	AML
CUSTOM	hepatocyte TabSap	0.242248062	0.522628932	0.120985142	-0.717837099	-1.226649681	3	ORM1|APOA1	AML
CUSTOM	iDCs_D6 RNAat	0.056818182	0.221185065	0.261663522	-0.795404296	-1.482517413	4	F13A1|CD1C|CD200R1|ALOX15	AML
CUSTOM	intestinal tuft cell TabSap	0.699612403	0.83202816	0.060771945	-0.482530905	-0.824555295	3	CCSER1	AML
CUSTOM	keratinocyte TabSap	0.9375	0.955023364	0.046137916	-0.300166719	-0.559466915	4	TGM3|KRT1	AML
CUSTOM	kidney HPA_RA	0.046417571	0.194596742	0.321775918	0.987368753	1.306007645	1	TMEM52B	AML
CUSTOM	liver HPA_RA	0.35753176	0.641094489	0.092259726	-0.41021647	-1.0747794	13	LIPC|SERPINA1|ORM1|ALB|ASGR2|ASGR1	AML
CUSTOM	luminal cell of prostate epithelium TabSap	0.702258727	0.83202816	0.063359701	-0.643719902	-0.855521494	1	NEFH	AML
CUSTOM	lung HPA_RA	0.667351129	0.83202816	0.065831196	-0.662903608	-0.881017167	1	AGER	AML
CUSTOM	mDCs_D7_LPS RNAat	0.224806202	0.520399306	0.126253988	-0.72769887	-1.243501607	3	CCL5|RSAD2	AML
CUSTOM	macrophage TabSap	0.244532803	0.522628932	0.12210792	-0.79027266	-1.184910197	2	CLEC10A	AML
CUSTOM	mature conventional dendritic cell TabSap	0.974757282	0.974757282	0.045496781	0.508249783	0.672269707	1	GPR157	AML
CUSTOM	melanocyte TabSap	0.817475728	0.882226281	0.053566938	0.591852846	0.782852748	1	MFSD12	AML
CUSTOM	neutrophil TabSap	1.95E-15	2.11E-13	1.007317957	-0.972739323	-2.578615793	15	ADGRG3|FCAR|FCGR3B|AQP9|CSF3R|BCL2A1|MMP25|PROK2|MGAM|CXCR2|RPH3A|TNFRSF10C|VNN2	SARC
CUSTOM	nk cell TabSap	0.589322382	0.813115692	0.072003314	-0.708928712	-0.9421858	1	SH2D1B	AML
CUSTOM	ovary HPA_RA	0.966990291	0.974757282	0.045862034	0.513144391	0.678743879	1	KLHDC8A	AML
CUSTOM	pancreas HPA_RA	0.654075547	0.83202816	0.065235306	-0.613848097	-0.920384706	2	CEL|AMY2B	AML
CUSTOM	pancreatic acinar cell TabSap	0.73100616	0.83202816	0.061436411	-0.627536117	-0.834012798	1	KLK1	AML
CUSTOM	placenta HPA_RA	0.329718004	0.619642456	0.10797236	0.439075606	1.095781122	10	NOTUM|HGF|HBG1|HBG2	AML
CUSTOM	platelet TabSap	3.10E-09	1.69E-07	0.77493903	-0.892603539	-2.416033912	15	ACRBP|PTCRA|PPBP|PF4V1|NRGN|TUBB1|GP9|MPIG6B|CLEC1B|RUFY1|SMOX|PF4|GP6|ITGB3	AML
CUSTOM	prostate HPA_RA	0.76371308	0.840855816	0.060640401	0.408960071	0.762774824	4	NKX3-1|SP8	AML
CUSTOM	pulmonary ionocyte TabSap	0.737864078	0.83202816	0.058345278	0.627930844	0.830573664	1	STAP1	AML
CUSTOM	skeletal muscle HPA_RA	0.07860262	0.237991266	0.237793834	0.48726732	1.427318781	18	PPP1R27|CKM|MYOZ3|MYLK2|JPH1|FHL3|ATP2A1|MYOT	AML
CUSTOM	spleen HPA_RA	0.849699399	0.899196451	0.053238649	0.476077688	0.721956933	2	SPIC|CD5L	AML
CUSTOM	stromal cell TabSap	0.260437376	0.525697666	0.117765788	-0.783567999	-1.174857437	2	SERPINE2	AML
CUSTOM	tendon cell TabSap	0.157281553	0.408183079	0.154190967	0.934870135	1.236566925	1	THBS4	AML
CUSTOM	testis HPA_RA	0.167924528	0.415994854	0.146416238	-0.671016696	-1.305302051	5	ODF3|ZPBP|CMTM2|PHF7	AML
CUSTOM	thymocyte TabSap	0.07554672	0.23527407	0.23112671	-0.903284383	-1.354356453	2	ANKRD55|SLAMF1	AML
CUSTOM	thyroid gland HPA_RA	0.723658052	0.83202816	0.060378636	-0.561727796	-0.842237151	2	TG	AML
CUSTOM	ACC TCGA	0.176587302	0.308279526	0.146416238	0.916585409	1.217351819	1	NR5A1	ANA
CUSTOM	ALL TCGA	0.761710794	0.80057359	0.05909548	-0.351962347	-0.74954514	6	LILRA2|LAPTM5|SSH2	ANA
CUSTOM	AML TCGA	0.073043478	0.170988142	0.219250347	0.332669332	1.317707197	87	CEACAM8|DEFA3|MS4A3|MPO|ELANE|DEFA4|AZU1|PRSS57|HBG2|TSPAN32|RHD|LUZP1	ANA
CUSTOM	Adipose Tissue GTEX	0.000579708	0.006634437	0.477270815	0.944937046	1.75877347	4	FABP4|PPARG|ADGRL4|LIPE	ANA
CUSTOM	Adrenal Gland GTEX	0.587412587	0.669239491	0.078711381	-0.231159407	-0.945670694	85	LRRN3|KLHDC8B|SGSH|NOV|KCNQ1|RMDN2|PORCN|ALKAL2|QPCT|TRUB1|SOAT1|TRIM24|TMEM138|NLK|ACP1|RARS2|AKAP7	ANA
CUSTOM	Alveolar_macrophage_4 RNAat	0.100196464	0.202771872	0.197822021	0.859663121	1.330919865	2	CAMP|FOLR3	ANA
CUSTOM	Bladder GTEX	0.470588235	0.605882353	0.083129129	-0.671298988	-1.023196582	2	PLA2G4A	ANA
CUSTOM	Blood GTEX	0.366666667	0.521140027	0.111918316	-0.220448131	-1.031457366	196	BCL2A1|NFKBID|ADAM8|RNASET2|CD86|IL2RG|SLC15A4|CHST11|PTPRC|CYTIP|EVI2B|SEMA4A|CD53|P2RY8|IRF7|CD48|TNFRSF8|B2M|SP110|UBALD2|CDC42|UBA52|PIAS1|CCNK|SORL1|ITGB2|ARHGAP15|MOB1A|C16orf54|TREML2|CD300A|TAP1|C18orf8|TMSB4X|BTK|SAMSN1|HSH2D|LAT2|STK17A|TMEM131L|TRAF3IP3|ZNF586	ANA
CUSTOM	Blood Vessel GTEX	1.81E-05	0.000372185	0.575610261	0.74245084	2.14863016	21	ARHGEF17|BGN|MRVI1|NOTCH3|IGFBP7|MYH9|PLS3|FOXC1|CYB5R3|TBXA2R|ITGB5|MYH10	ANA
CUSTOM	Brain GTEX	0.000995814	0.009324438	0.455059867	0.494757822	1.826897097	59	CORO2B|MAP2|FAM107A|KBTBD11|TRIM2|APC2|SYT11|CDIP1|SEPT4|PDZD4|FEZ1|CTNND2|HCN2|JAKMIP2|GNG7|KIF3C|CLIP2|ATP1B2|APBA2|SEPT8|ATP6V0E2|DPYSL2|FAM168A|OLIG1|WASF3	ANA
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.638506876	0.71485009	0.065831196	0.58228449	0.901485683	2	PRSS57	ANA
CUSTOM	CCSK TCGA	0.3632287	0.521140027	0.103958472	-0.262530341	-1.047096728	68	MTRNR2L1|NLGN1|HIST1H1T|HIST1H4H|HIST1H2BN|HIST2H2BE|HIST1H2BC|HIST1H2BJ|ZPBP|HIST1H2AG|HOMER1|HIST1H2AI|HOOK3|STXBP4|HIST2H2AC	ANA
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.464503043	0.605617891	0.083836106	-0.675888269	-1.030191582	2	FCRL5	ANA
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.031487823	0.09487969	0.321775918	0.871546234	1.484238109	3	C9orf172|KLRF1|SH2D1B	ANA
CUSTOM	DLBC TCGA	0.201814059	0.340768001	0.146416238	-0.318762416	-1.197041962	50	BCL2A1|DUSP2|CD27|CD53|CD79A|CD48|FCRLA|MS4A1|NFKBIE|CD19|RELB|BTK	ANA
CUSTOM	ESCA TCGA	0.751984127	0.798498609	0.058469321	0.635670597	0.844258211	1	ZBTB7A	ANA
CUSTOM	GBM TCGA	0.077922078	0.174477696	0.219250347	0.774007234	1.440628658	4	PSRC1|POU3F2|CNN3|SCRG1	ANA
CUSTOM	HNSC TCGA	0.002793593	0.019182672	0.431707696	-0.999024909	-1.337966012	1	KRT5	ANA
CUSTOM	Heart GTEX	0.020553568	0.075561012	0.352487858	0.5466462	1.581977484	21	MYOM2|NES|NEBL|PKP2|SLC41A1|CRIP2|CORIN|CDK18|MYL4|TSPAN9|TPM1|UQCC2|SLC25A4	ANA
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.005254008	0.027058141	0.407017919	0.99769524	1.32507686	1	CEACAM6	ANA
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.015287407	0.060561653	0.380730401	0.993440298	1.31942571	1	TPO	ANA
CUSTOM	KICH TCGA	0.994186047	0.994186047	0.044507054	0.233056772	0.453032896	5	ESRRA|SLC39A13|CHCHD10	ANA
CUSTOM	Kidney GTEX	0.44379845	0.593652472	0.083836106	0.537306796	1.044456472	5	AGRN|PTH2R|GALNT14|PRKAB1	ANA
CUSTOM	LGG TCGA	2.31E-05	0.00039649	0.575610261	0.557328832	2.057941039	59	KCNA2|SPARCL1|GPRC5B|ROM1|FAM107A|SCD5|B3GAT1|NDRG2|GRIK4|PPP2R2B|FEZ1|FRMPD3|ACSBG1|CMTM5|ZCCHC24|ZBTB47|CTNND2|SNN|ATP1B2|SEPT8|ABAT|FAM168A|OLIG1	ANA
CUSTOM	LIHC TCGA	0.520518359	0.638254654	0.081080206	-0.373801152	-0.960866995	12	SERPINA1|F5|ALDOB|ALB|ASGR2|ASGR1	ANA
CUSTOM	Liver GTEX	0.268738574	0.425847279	0.110122264	0.341061895	1.12328813	36	F12|CYP2E1|CES1|HPN|HP|TTC38|ABCB4|PNKD|ASL|TFR2|SEPHS2	ANA
CUSTOM	Lung GTEX	0.05380334	0.142095999	0.266350657	0.63174994	1.574437297	12	EPAS1|A2M|ACVRL1|CALCRL|RBMS2|SLC6A4|DOCK4	ANA
CUSTOM	Monocytes RNAat	0.54969574	0.652357495	0.074927882	-0.642979136	-0.980031351	2	LGALS2	ANA
CUSTOM	Muscle GTEX	0.368965517	0.521140027	0.087569712	0.252074306	1.038402148	113	CLTCL1|PROB1|CAND2|ALPK3|TNNT3|NEB|FHL3|PGM1|ALDOA|MACROD1|RYR1|VPS4A|HIF1AN|TNNC2|PSMD3|UTP11|CACNB1|ENO3|PFKM|SCN1B|KEAP1|DVL1|YBX3|NFE2L1|SLC8A3|FEM1A|SPTB	ANA
CUSTOM	NB TCGA	0.000866596	0.008925939	0.477270815	0.462400233	1.799027292	78	RNF165|SAMD14|ARVCF|ANKRD13B|RBFOX2|DOC2B|NOVA2|RUNDC3B|RADIL|RTN1|SEPT5|ZKSCAN2|RIMS3|STAC|YPEL1|PDZD4|ZNF789|TBKBP1|FBXO41|KIF3C|DCHS1|CPSF4|KLC1|CACNB1|PARP6|SUPT7L|RAP1GAP2|RBM4B|MLLT11|GDAP1|TSTD2	ANA
CUSTOM	Nerve GTEX	0.002115901	0.015899894	0.431707696	0.582499011	1.829127777	28	ITGB4|KIF19|FGFBP2|PRX|STARD13|RELN|INF2|ABCA2|EPB41L2|PLEKHA4|FMNL3|BMP8B	ANA
CUSTOM	Ovary GTEX	0.355555556	0.521140027	0.093746542	0.45619031	1.093393351	10	MCC|RBP1|ROBO3|NR2F2|ACSM3	ANA
CUSTOM	PCPG TCGA	0.166972477	0.301722195	0.144630528	0.469533931	1.294603285	17	BEGAIN|DISP2|BEX1|DLK1	ANA
CUSTOM	PRAD TCGA	0.221006565	0.367156067	0.136490438	-0.414431638	-1.194697845	17	CPNE4|NAAA|VIPR1|ACPP	ANA
CUSTOM	Pancreas GTEX	0.830449827	0.855363322	0.047543419	0.204515936	0.809916321	89	NEURL3|RPH3AL|P4HB|SRPRA|HID1|KLK1|COMTD1|PYCR1|MYO5C|PSEN2|TPRN|TRHDE	ANA
CUSTOM	Pituitary GTEX	0.683823529	0.757352941	0.059348768	0.281240466	0.839180749	23	BEX1|SYNGAP1|BAIAP3|COL9A2|P4HTM|SLC22A17|ARFGAP1|PLD3|PTPRN|RTL5|POMC|TBX19	ANA
CUSTOM	READ TCGA	0.003345189	0.021534657	0.431707696	-0.979964539	-1.49366584	2	TRABD2A|GPA33	ANA
CUSTOM	Salivary Gland GTEX	0.007531427	0.032580019	0.407017919	0.970567376	1.502620469	2	TCN1|SLPI	ANA
CUSTOM	Skin GTEX	0.31643002	0.482370839	0.106323256	-0.752216312	-1.146531089	2	TMEM45A|DEGS1	ANA
CUSTOM	Spleen GTEX	0.183566434	0.315122378	0.133554955	0.311469442	1.209013604	76	VCAM1|NOS3|SEMA3D|CCM2L|PITPNM3|CD5L|STAB1|CETP|PDE2A|KLRF1|PRR5L|KAZN|SNX8|CD84|FHOD1	ANA
CUSTOM	TGCT TCGA	0.978388998	0.987981047	0.045862034	0.350961864	0.543354839	2	SPSB2|PHC1	ANA
CUSTOM	THCA TCGA	0.00199993	0.015899894	0.431707696	0.922858663	1.71767986	4	TPO|ATP13A4|DAPK2|TG	ANA
CUSTOM	Testis GTEX	0.551020408	0.652357495	0.070281284	0.358983929	0.89465412	12	MEX3B|TKTL1	ANA
CUSTOM	Thyroid GTEX	0.02127446	0.075561012	0.352487858	0.591302551	1.630344849	17	TPO|ATP13A4|SLC25A29|FRMPD3|TG|PKHD1L1|HIRA|EPOR|SNX22|MROH1	ANA
CUSTOM	UVM TCGA	0.394392523	0.548951755	0.088359444	0.356245515	1.04190588	22	AP5B1|FAM53B|TBC1D16|ACCSL|KCNAB2	ANA
CUSTOM	Uterus GTEX	0.407630522	0.559812584	0.090542895	-0.804981828	-1.078089561	1	SLC37A3	ANA
CUSTOM	WT TCGA	0.71124031	0.763101583	0.05998925	0.404582034	0.786456317	5	NR2F2|KLHL14|NREP|ZNF516	ANA
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.517857143	0.638254654	0.076873673	0.752238277	0.999076164	1	GZMB	ANA
CUSTOM	adipose tissue HPA_RA	0.416502947	0.564471099	0.088094501	0.696866044	1.078879435	2	LIPE|PNPLA2	ANA
CUSTOM	adrenal gland HPA_RA	0.0562249	0.144779116	0.271288555	-0.973849836	-1.304249743	1	NOV	ANA
CUSTOM	b cell TabSap	0.318458418	0.482370839	0.105920293	-0.750731508	-1.144267944	2	CD19	ANA
CUSTOM	breast HPA_RA	0.007023902	0.032580019	0.407017919	-0.969592199	-1.477856278	2	UGT2B28|OXTR	ANA
CUSTOM	cardiac muscle cell TabSap	0.059369202	0.14914702	0.252961123	0.795486334	1.480606847	4	FBN2|MYL4|ENO3	ANA
CUSTOM	cerebral cortex HPA_RA	0.000204107	0.002627879	0.518848078	0.63088468	2.007438461	30	FEZF2|MAP2|B3GAT1|APC2|DNM1|SYT11|GABBR2|POU3F2|SLC32A1|CMTM5|NRGN|CTNND2|KIF3C	ANA
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.150793651	0.282395382	0.159646702	0.931477706	1.237130843	1	DNAH2	ANA
CUSTOM	club cell/type i pneumocyte TabSap	0.098393574	0.202771872	0.202071709	-0.953727506	-1.277300472	1	AGER	ANA
CUSTOM	endothelial cell TabSap	0.004765839	0.025835867	0.407017919	0.980230496	1.517580793	2	CLEC14A|NOS3	ANA
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.00427634	0.02447017	0.407017919	-0.946803795	-1.611047119	3	ALAS2|HBB|SLC4A1	ANA
CUSTOM	esophagus HPA_RA	0.025084766	0.086124363	0.352487858	-0.987501108	-1.322532509	1	TGM3	ANA
CUSTOM	fallopian tube HPA_RA	0.06693712	0.160337752	0.248911114	-0.88571557	-1.350011187	2	PRR29	ANA
CUSTOM	heart muscle HPA_RA	0.095338983	0.202771872	0.211400189	-0.795238709	-1.353149446	3	RD3L|NPPA	ANA
CUSTOM	hematopoietic stem cell TabSap	3.43E-08	1.77E-06	0.719512826	0.980844271	2.010281826	6	DEFA3|MPO|ELANE|DEFA4|AZU1|PRTN3	ANA
CUSTOM	hepatocyte TabSap	0.033968407	0.09487969	0.321775918	0.92605926	1.433713551	2	CYP2E1|ORM1	ANA
CUSTOM	iDCs_D6 RNAat	0.235421166	0.37888094	0.130777138	-0.670355513	-1.254083946	4	CD1C	ANA
CUSTOM	intestinal tuft cell TabSap	0.15913556	0.292695762	0.154190967	0.820616334	1.270468111	2	BMX|CCSER1	ANA
CUSTOM	keratinocyte TabSap	0.034082995	0.09487969	0.321775918	-0.887379494	-1.509932877	3	TGM3|KRT1	ANA
CUSTOM	liver HPA_RA	0.491588785	0.618946624	0.076476705	0.389404902	0.948657442	11	F12|CYP2E1|HP|TFR2	ANA
CUSTOM	luminal cell of prostate epithelium TabSap	0.591269841	0.669239491	0.070113216	0.71376651	0.947980353	1	NEFH	ANA
CUSTOM	lung HPA_RA	0.098393574	0.202771872	0.202071709	-0.953727506	-1.277300472	1	AGER	ANA
CUSTOM	mDCs_D7_LPS RNAat	0.457627119	0.604302477	0.087051587	-0.624819505	-1.063170289	3	RSAD2|CCL5	ANA
CUSTOM	macrophage TabSap	0.031699775	0.09487969	0.321775918	-0.985284992	-1.319564527	1	CLEC10A	ANA
CUSTOM	melanocyte TabSap	0.100401606	0.202771872	0.199915231	-0.949295275	-1.271364509	1	MFSD12	ANA
CUSTOM	neutrophil TabSap	3.02E-10	1.57E-08	0.814035838	-0.919482828	-2.523999712	15	ADGRG3|FCAR|CSF3R|MMP25|FCGR3B|AQP9|PROK2|BCL2A1|VNN2|MGAM|TNFRSF10C|CXCR2|RPH3A	LUAD
CUSTOM	nk cell TabSap	0.696428571	0.761877667	0.062112419	0.654817835	0.869688384	1	SH2D1B	ANA
CUSTOM	pancreas HPA_RA	0.530451866	0.64278285	0.075118164	0.630200932	0.975669328	2	CEL|AMY2B	ANA
CUSTOM	pancreatic acinar cell TabSap	0.121031746	0.233127572	0.179782316	0.942026416	1.251140985	1	KLK1	ANA
CUSTOM	placenta HPA_RA	0.560693642	0.654127992	0.071305299	0.429906479	0.940823659	8	IGF2|HBG1|HBG2|HLA-G	ANA
CUSTOM	platelet TabSap	0.565217391	0.654127992	0.067833826	0.342677769	0.908846718	15	MPIG6B|ITGB3|NRGN|GP6|PPBP|GP9|PF4|PTCRA	ANA
CUSTOM	prostate HPA_RA	0.318458418	0.482370839	0.105920293	-0.750389995	-1.143747409	2	ACPP	ANA
CUSTOM	pulmonary ionocyte TabSap	0.849206349	0.866022317	0.052805005	0.573442071	0.761610147	1	STAP1	ANA
CUSTOM	skeletal muscle HPA_RA	0.122222222	0.233127572	0.172324345	0.581858872	1.394594774	10	TNNT3|NEB|FHL3|RYR1|TNNC2|ENO3	ANA
CUSTOM	spleen HPA_RA	0.119047619	0.233127572	0.181383128	0.944331176	1.254202024	1	CD5L	ANA
CUSTOM	stromal cell TabSap	0.032622489	0.09487969	0.321775918	0.868842813	1.479634199	3	MMP1|AKR1C1|SERPINE2	ANA
CUSTOM	testis HPA_RA	0.233261339	0.37888094	0.131457612	-0.671568581	-1.256353323	4	ZPBP|PHF7	ANA
CUSTOM	thymocyte TabSap	0.06693712	0.160337752	0.248911114	-0.886347518	-1.350974405	2	SLAMF1|ANKRD55	ANA
CUSTOM	thyroid gland HPA_RA	0.036922111	0.100078352	0.321775918	0.922695035	1.4285051	2	TPO|TG	ANA
CUSTOM	ACC TCGA	0.197628458	0.311355311	0.13725078	-0.905538627	-1.207369266	1	NR5A1	BLCA
CUSTOM	ALL TCGA	0.057510947	0.146652915	0.321775918	-0.741750309	-1.493005004	6	LILRA2|C1orf228|PAX5	BLCA
CUSTOM	AML TCGA	0.146095718	0.265238194	0.184706471	0.295401593	1.16938155	87	HBG2|DEFA3|RHD|MPO|ELANE|MTRF1L|MS4A3|CEACAM8|DEFA4|TSPAN32	BLCA
CUSTOM	Adipose Tissue GTEX	0.065737052	0.152390438	0.248911114	0.791947278	1.437374685	4	FABP4|ADGRL4|PPARG|LIPE	BLCA
CUSTOM	Adrenal Gland GTEX	0.225752508	0.338628763	0.115734448	-0.299779513	-1.131433172	84	LRRN3|NOV|SGSH|PORCN|KCNQ1|SREBF1|QPCT|SCARB1	BLCA
CUSTOM	Alveolar_macrophage_4 RNAat	0.173913043	0.286115007	0.147331214	-0.912977236	-1.217287283	1	FOLR3	BLCA
CUSTOM	Bladder GTEX	0.525793651	0.654036005	0.076083716	0.668817783	1.007116829	2	ABCC4|PLA2G4A	BLCA
CUSTOM	Blood GTEX	0.001133527	0.009717781	0.455059867	-0.369627939	-1.562553711	196	NFKBID|CD86|ADAM8|BCL2A1|IL2RG|CYTIP|C16orf54|SAMSN1|RNASET2|EVI2B|CD48|CD53|PTPRC|CHST11|ITGB2|SORL1|SP110|CEACAM21|TNFRSF8|P2RY8|IRF7|SEMA4A|GPR132|TLR1|C15orf39|CD300A|LITAF|HSH2D|ISG20|UNC119|PLXNC1|CCNK|ICAM3|UBALD2|LAT2|LSP1|SLC15A4|TRAF3IP3|RNF113A|ACAP1|CXorf38|S1PR4|LCK|SMAP2|TRIM38|LIMD2|IRF5|MICB|PAK1|STK17A|TNIP1|ZC3HAV1|PIK3R5|SNX20	BLCA
CUSTOM	Blood Vessel GTEX	0.00142084	0.009717781	0.455059867	0.67703544	1.903536365	19	BGN|MRVI1|CYB5R3|MYH9|ITGB5|IGFBP7|PLS3|TBXA2R|ATL3|LTBP1|PPP1R14A	BLCA
CUSTOM	Brain GTEX	0.000334897	0.004269933	0.498493109	0.512623056	1.876111262	56	SEPT4|MLC1|MAP2|SYT11|CDIP1|RAB6B|FAM107A|STX1B|WASF3|ATP1B2|CLIP2|KIF3C|CLEC2L|MAP1A|CADM2|KBTBD11|ABI2|APBA2|GNAO1|MTURN|ATP9A	BLCA
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.428853755	0.560808756	0.086794976	-0.790553863	-1.054058224	1	HEMGN	BLCA
CUSTOM	CCSK TCGA	0.590136054	0.71659378	0.062661823	-0.259257296	-0.932284187	65	HIST2H2AC|HIST1H1D|NLGN1|HIST1H1E|HIST1H2BN|HIST1H1T|HIST4H4|ADAMTS17|HIST2H2BF|HIST1H2AI|HIST1H2BC|HIST1H2BL|CDH23|HOMER1|AFF2|DDHD1|HIST1H4H|SPATA6|CHST8|BCOR|HIST2H2AB|SESN3	BLCA
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.004871109	0.024203311	0.407017919	-0.976785874	-1.456206259	2	COL19A1|FCRL5	BLCA
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.634	0.728472001	0.067051258	0.540431691	0.910617173	3	C9orf172|KLRF1	BLCA
CUSTOM	DLBC TCGA	0.001192005	0.009717781	0.455059867	-0.527098563	-1.791480083	50	DUSP2|BCL2A1|CD19|CD79A|CD48|CD53|RELB|MS4A1|CD27|NFKBIE|FCRL3|CD79B|POU2AF1|SP140|FCRLA|SIT1|LIMD2|IRF8|CD72|WAS|PTPN6|LPXN|HCLS1|IL21R|WDFY4|SLC25A19	BLCA
CUSTOM	ESCA TCGA	0.693675889	0.737030632	0.062112419	-0.639810002	-0.853069001	1	ZBTB7A	BLCA
CUSTOM	GBM TCGA	0.059837654	0.148240997	0.321775918	0.874417372	1.473376725	3	PSRC1|SCRG1	BLCA
CUSTOM	HNSC TCGA	0.173913043	0.286115007	0.147331214	-0.912618749	-1.216809306	1	KRT5	BLCA
CUSTOM	Heart GTEX	0.070135747	0.158974359	0.257206466	0.520457065	1.463304416	19	CORIN|PKP2|TSPAN9|MYL4|NES|DIRAS1|TPM1|RYR2|FBXO40	BLCA
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.020058312	0.068198261	0.352487858	0.991844417	1.317494613	1	CEACAM6	BLCA
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.039708501	0.115721917	0.321775918	0.985302025	1.308804173	1	TPO	BLCA
CUSTOM	KICH TCGA	0.850393701	0.867401575	0.052375908	-0.353062067	-0.673343313	5	SLC39A13|CHCHD10	BLCA
CUSTOM	Kidney GTEX	0.63562753	0.728472001	0.067518895	0.459777574	0.879614552	5	PTH2R	BLCA
CUSTOM	LGG TCGA	0.004561253	0.024203311	0.407017919	0.451244557	1.64874162	55	KCNA2|ABAT|MLC1|GRIK4|SPARCL1|CMTM5|ACSBG1|FAM107A|ATP1B2|CDH20|MAP1A|B3GAT1|CADM2|SNN|SHISA4|MTURN|DCLK2|RTN3|RAP2A|KAT2B|NAP1L3|SIRT2	BLCA
CUSTOM	LIHC TCGA	0.000526663	0.005968846	0.477270815	-0.813661246	-1.928782944	11	ORM1|ALDOB|SERPINA1|ALB|F5|ASGR1	BLCA
CUSTOM	Liver GTEX	0.011917409	0.048623028	0.380730401	-0.522467258	-1.647250284	35	ORM1|CES1|SERPINA1|ALB|CYP4F3|KMO|ASGR1|TMEM176A|HPD|DHODH	BLCA
CUSTOM	Lung GTEX	0.152034261	0.267370597	0.165656695	0.534061384	1.343725751	12	SLC6A4|A2M|ACVRL1|EPAS1|SHROOM4|RBMS2|CALCRL	BLCA
CUSTOM	Monocytes RNAat	0.112449799	0.230714286	0.188204146	-0.865030371	-1.289599567	2	LGALS2	BLCA
CUSTOM	Muscle GTEX	0.389175258	0.515530861	0.108394256	0.245667169	1.015368544	112	SCN1B|PFKM|TNNC2|CLTCL1|SLC8A3|PROB1|PGM1|ALDOA|CYB5R1|RYR1|TNNT3|RTN2|HIF1AN|BTBD1|SPTB|CAND2|CLIP1|C22orf39|VPS4A|CACNB1|TNNT1|FHL3|UBAC1|KIAA0368|CSDE1|NPLOC4|CHRNB1|KEAP1|PYGM|CIPC|PSMD1|ALKBH5|DCAF6|PHKG1|MACROD1|GNPAT|NFE2L1|PRKAR2A|YBX3|ENO3	BLCA
CUSTOM	NB TCGA	0.331707317	0.463481457	0.115240003	0.270897575	1.045321185	74	SAMD14|RIMS3|SEPT5|RADIL|STAC|RTN1|KIF3C|KIAA1211|GSE1|ZNF248|MLLT11|RAP1GAP2|DCHS1|RBM4B|SCN9A|CACNB1|GDAP1|PARP6|KIDINS220|DBF4B|YPEL1|MADD|WDR27|QRICH2|TRIM3|PDZD4|CAMSAP1|TSTD2|UBE2O|KLC1	BLCA
CUSTOM	Nerve GTEX	0.436619718	0.563736851	0.095603149	0.329545207	1.009359001	27	ITGB4|INF2|S100B|ITGA6|PRX|STARD13|FGFBP2|BMP8B|EPB41L2|GAS2L3|EHBP1	BLCA
CUSTOM	Ovary GTEX	0.680638723	0.734179322	0.063500797	0.350383813	0.820370341	9	MCC|RBP1|SYTL4|NR2F2	BLCA
CUSTOM	PCPG TCGA	0.323851204	0.458789205	0.109684062	0.405669924	1.115211147	17	PTPRN|BSCL2|NAP1L5|GNAS|SLC35D3|DISP2|BEX1|SLC18A2	BLCA
CUSTOM	PRAD TCGA	0.384787472	0.515530861	0.100279107	0.377733375	1.04584629	18	CHRNA2|SLC30A4|TRPM4|CAB39L|SLC45A3|ABCC4|ARHGAP6|ZNF613|RDH11	BLCA
CUSTOM	Pancreas GTEX	0.043442009	0.116607497	0.321775918	0.34007877	1.345781721	88	CEL|SRPRA|TRHDE|P4HB|ALDH1L2|HOMER2|DAP|RPH3AL|TPST2|GRB10|SSR4|MYO5C|KIAA1549|DNMT3B|TC2N|BCAT1|KSR1|DLG3|SLC43A1|SSFA2|HID1|ZNF33B	BLCA
CUSTOM	Pituitary GTEX	0.219907407	0.334784411	0.14122512	0.408568574	1.211858721	23	SLC22A17|PTPRN|BSCL2|PLD3|GNAS|POMC|SYNGAP1|BEX1	BLCA
CUSTOM	READ TCGA	0.011583942	0.048623028	0.380730401	-0.965492516	-1.43936996	2	TRABD2A|GPA33	BLCA
CUSTOM	Salivary Gland GTEX	0.683794466	0.734179322	0.062800398	-0.64572504	-0.860955617	1	SLPI	BLCA
CUSTOM	Skin GTEX	0.609126984	0.722452935	0.068632563	0.621045084	0.935179913	2	TMEM45A|DEGS1	BLCA
CUSTOM	Spleen GTEX	0.001429085	0.009717781	0.455059867	-0.463943515	-1.702469472	75	DLL1|FCRL1|CERKL|MPEG1|CD19|FCRL5|FCRL2|C1QA|MS4A1|CD8A|LILRB1|FAM129C|FCER2|FCRL3|CNR2|GDPD5|TMEM156|CD79B|POU2AF1|STAB2|MS4A7|PAX5|BTN3A3|CD163L1|FCRLA|FGD2|CD180	BLCA
CUSTOM	TGCT TCGA	0.113095238	0.230714286	0.186432558	0.873928875	1.31597649	2	SPSB2|PHC1	BLCA
CUSTOM	THCA TCGA	0.087649402	0.194353023	0.213927855	0.769675973	1.396952536	4	TPO|ATP13A4|TG|DAPK2	BLCA
CUSTOM	Testis GTEX	0.723364486	0.760651315	0.057487741	-0.327028034	-0.799176472	12	HSF5|TKTL1|ZCWPW1	BLCA
CUSTOM	Thyroid GTEX	0.018575549	0.06533469	0.352487858	0.585703443	1.621661768	18	SLC26A4|TPO|PKHD1L1|ATP13A4|MPPED2|EPOR|DGKI|TMEM267|TG	BLCA
CUSTOM	UVM TCGA	0.768181818	0.791460055	0.063927193	0.278311725	0.79316668	20	ACCSL|ST3GAL4|CLCN7|RAB38|RASGRP3|CDK2|KCNAB2|SLC7A8|CABLES1|RENBP	BLCA
CUSTOM	Uterus GTEX	0.958498024	0.967988103	0.047069959	-0.520523391	-0.694022238	1	SLC37A3	BLCA
CUSTOM	WT TCGA	0.75708502	0.78798645	0.05909548	0.401313479	0.767765103	5	NREP|TMSB15A|NR2F2	BLCA
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.606719368	0.722452935	0.068632563	-0.695375515	-0.927155397	1	GZMB	BLCA
CUSTOM	adipose tissue HPA_RA	0.982142857	0.982142857	0.046137916	0.316124406	0.476025336	2	LIPE|PNPLA2	BLCA
CUSTOM	adrenal gland HPA_RA	0.007428976	0.034443434	0.407017919	-0.996594372	-1.32877536	1	NOV	BLCA
CUSTOM	b cell TabSap	0.030492202	0.094248623	0.352487858	-0.941650981	-1.403826662	2	CD19|FCER2	BLCA
CUSTOM	breast HPA_RA	0.682539683	0.734179322	0.063079041	0.579098324	0.872015791	2	UGT2B28|OXTR	BLCA
CUSTOM	cardiac muscle cell TabSap	0.619521912	0.726336035	0.067992259	-0.558713104	-0.923356358	3	TTN	BLCA
CUSTOM	cerebral cortex HPA_RA	0.001414688	0.009717781	0.455059867	0.590091487	1.845724506	30	DNM1|NKAIN2|MAP2|SYT11|CMTM5|STX1B|NRGN|KIF3C|FEZF2|B3GAT1|CADM2|GABRD|DCLK2|APC2	BLCA
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.014482001	0.054709783	0.380730401	0.994084961	1.320470792	1	DNAH2	BLCA
CUSTOM	club cell/type i pneumocyte TabSap	0.130434783	0.255852843	0.172324345	-0.938519448	-1.251343126	1	AGER	BLCA
CUSTOM	endothelial cell TabSap	0.183467742	0.297043011	0.144630528	0.909481986	1.208090299	1	NOS3	BLCA
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.024288849	0.077420707	0.352487858	-0.913320186	-1.509397211	3	ALAS2|HBB|SLC4A1	BLCA
CUSTOM	esophagus HPA_RA	0.013313164	0.052228565	0.380730401	-0.994712314	-1.326265982	1	TGM3	BLCA
CUSTOM	fallopian tube HPA_RA	0.206349206	0.318903319	0.134273453	0.820292193	1.235209491	2	IMPG2|PRR29	BLCA
CUSTOM	heart muscle HPA_RA	0.167330677	0.284462151	0.151148761	-0.761967307	-1.259264105	3	RD3L|NPPA	BLCA
CUSTOM	hematopoietic stem cell TabSap	6.29E-05	0.001068854	0.538434096	0.935130061	1.884380699	6	DEFA3|PRTN3|MPO|ELANE|DEFA4	BLCA
CUSTOM	hepatocyte TabSap	0.002640178	0.014961011	0.431707696	-0.998655673	-1.331523726	1	ORM1	BLCA
CUSTOM	iDCs_D6 RNAat	0.139442231	0.263390881	0.166933849	0.738962559	1.341208064	4	ALOX15|F13A1	BLCA
CUSTOM	intestinal tuft cell TabSap	0.198412698	0.311355311	0.13725078	0.829972215	1.249785827	2	BMX|CCSER1	BLCA
CUSTOM	keratinocyte TabSap	0.015050297	0.054826083	0.380730401	-0.927931158	-1.533544011	3	TGM3|KRT1|CSTA	BLCA
CUSTOM	liver HPA_RA	0.009840989	0.043642648	0.380730401	-0.777058471	-1.684021045	8	ORM1|SERPINA1|ALB|ASGR1	BLCA
CUSTOM	luminal cell of prostate epithelium TabSap	0.275793651	0.401870748	0.113787262	0.793851321	1.19539439	2	SLC30A4|NEFH	BLCA
CUSTOM	lung HPA_RA	0.130434783	0.255852843	0.172324345	-0.938519448	-1.251343126	1	AGER	BLCA
CUSTOM	mDCs_D7_LPS RNAat	0.656	0.734179322	0.06538342	0.52454437	0.883847337	3	IDO1|CCL5	BLCA
CUSTOM	macrophage TabSap	0.042489216	0.116607497	0.321775918	-0.982344506	-1.309775784	1	CLEC10A	BLCA
CUSTOM	melanocyte TabSap	0.148221344	0.265238194	0.160801401	-0.930811973	-1.241066626	1	MFSD12	BLCA
CUSTOM	neutrophil TabSap	9.79E-10	4.99E-08	0.788186811	-0.938768617	-2.280500684	15	FCAR|ADGRG3|CSF3R|MMP25|BCL2A1|FCGR3B|AQP9|VNN2|MGAM|TNFRSF10C|PROK2|RPH3A|CXCR2	PAAD
CUSTOM	nk cell TabSap	0.241106719	0.356418629	0.12267919	-0.887076537	-1.182753463	1	SH2D1B	BLCA
CUSTOM	pancreas HPA_RA	0.442460317	0.564136905	0.085288469	0.712872255	1.073454779	2	CEL	BLCA
CUSTOM	placenta HPA_RA	0.318637275	0.457760592	0.105125132	0.502561458	1.13163282	8	HBG2|IGF2|HLA-G	BLCA
CUSTOM	platelet TabSap	1.78E-05	0.000363189	0.575610261	0.802806673	2.145694607	15	ITGB3|MPIG6B|NRGN|GP6|GP9|PPBP|PF4|SMOX|TUBB1|LGALS12|RUFY1|PTCRA	BLCA
CUSTOM	prostate HPA_RA	0.666666667	0.734179322	0.064794337	-0.596569035	-0.889373593	2	ACPP	BLCA
CUSTOM	pulmonary ionocyte TabSap	0.347826087	0.473043478	0.098890301	-0.833751568	-1.111654422	1	STAP1	BLCA
CUSTOM	skeletal muscle HPA_RA	0.584016393	0.71659378	0.072357085	0.382945642	0.918358394	10	TNNC2|RYR1|TNNT3|FHL3|PYGM|ENO3	BLCA
CUSTOM	spleen HPA_RA	0.504032258	0.634707288	0.079131665	0.760261696	1.009876823	1	CD5L	BLCA
CUSTOM	stromal cell TabSap	0.093674997	0.203294674	0.287805131	0.853890283	1.438788969	3	MMP1|SERPINE2|AKR1C1	BLCA
CUSTOM	testis HPA_RA	0.34063745	0.469527296	0.100633389	0.63680243	1.155788672	4	ODF3|CMTM2|PHF7|ZPBP	BLCA
CUSTOM	thymocyte TabSap	0.056455205	0.146652915	0.321775918	-0.923077478	-1.376137019	2	SLAMF1	BLCA
CUSTOM	thyroid gland HPA_RA	0.061040411	0.148240997	0.321775918	0.873115556	1.47118319	3	SLC26A4|TPO|TG	BLCA
CUSTOM	ACC TCGA	0.389221557	0.567151411	0.092848121	0.82201075	1.092295645	1	NR5A1	BRCA
CUSTOM	ALL TCGA	0.748161765	0.833019976	0.055135176	-0.382015929	-0.76984635	6	LILRA2|C1orf228|LAPTM5	BRCA
CUSTOM	AML TCGA	0.018799855	0.079899382	0.352487858	0.344818312	1.454195003	87	HBG2|CEACAM8|DEFA3|MPO|RAB44|AZU1|LUZP1|GYPB|MS4A3	BRCA
CUSTOM	Adipose Tissue GTEX	0.00026907	0.006861296	0.498493109	0.950114578	1.789761116	4	FABP4|LIPE|PPARG|ADGRL4	BRCA
CUSTOM	Adrenal Gland GTEX	0.071544715	0.182439024	0.213927855	-0.368506966	-1.380526083	86	NOV|LRRN3|SGSH|QPCT|KLHDC8B|PORCN|RMDN2|ALKAL2|PLBD2|KCNQ1|SCARB1|C3orf33|TRIM24|TRUB1|TMEM138|GNPTG|ACP1|SOAT1|SLC8B1|NLK|DLK1|TBC1D8B|RARS2	BRCA
CUSTOM	Alveolar_macrophage_4 RNAat	0.000359419	0.007332141	0.498493109	0.992169145	1.509641304	2	CAMP|FOLR3	BRCA
CUSTOM	Bladder GTEX	0.082	0.194511628	0.222056046	-0.891346493	-1.321034635	2	PLA2G4A|ABCC4	BRCA
CUSTOM	Blood GTEX	0.311859444	0.489379435	0.087831263	-0.253818729	-1.073887468	196	NFKBID|ADAM8|CD86|BCL2A1|SLC15A4|SEMA4A|RNASET2|IL2RG|TAP1|P2RY8|TREML2|CHST11|C16orf54|EVI2B|UBALD2|SAMSN1|PTPRC|B2M|CD53|CYTIP|CCNK|LAT2|ITGB2|HLA-B|UBA52|ARPC1B|CDC42|LAPTM5|SP110|PIAS1	BRCA
CUSTOM	Blood Vessel GTEX	0.023987002	0.090617564	0.352487858	0.552555247	1.654068665	21	ARHGEF17|CCDC3|BGN|MRVI1|PLS3|IGFBP7	BRCA
CUSTOM	Brain GTEX	0.004274431	0.032769248	0.407017919	0.44219104	1.712854697	59	CORO2B|BAALC|TRIM2|FAM107A|CADM2|JAKMIP2|MAP2|PACSIN1|KBTBD11|OLIG1|PDZD4|SEPT4|APC2|GNG7|CDIP1|FEZ1|DPYSL2|NCDN|RAB6B	BRCA
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.520958084	0.694629314	0.076873673	-0.74702617	-0.983773196	1	HEMGN	BRCA
CUSTOM	CCSK TCGA	0.112561175	0.230257426	0.168238166	-0.353037945	-1.282681929	69	MTRNR2L1|ZPBP|NLGN1|HOMER1|HIST1H2BJ|PTCH1|BMP6|HIST1H2BC|HIST1H4H|STXBP4|HIST1H2BN|ADAMTS17|HIST2H2AC|HIST1H2BD|HOOK3|HIST1H2AG|EVI5|CHST8|HIST2H2BE|CCDC7|HIST1H1T|MTRNR2L12|HIST1H2AI	BRCA
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.996	0.996	0.045862034	-0.28168299	-0.417472878	2	FCRL5	BRCA
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.001724767	0.019413745	0.455059867	0.956111748	1.644136136	3	KLRF1|C9orf172|SH2D1B	BRCA
CUSTOM	DLBC TCGA	0.374701671	0.554347826	0.105920293	0.277033473	1.04137321	52	P2RX5|TLR10|WDFY4|IKZF3|BLK|IRF8|CCDC88B|CD72|IL16|ARHGAP30|TFEB|ARHGAP25|CORO1A|SASH3|PTPN6|MAP4K1|HCLS1|VAV1	BRCA
CUSTOM	ESCA TCGA	0.726546906	0.823419827	0.060378636	0.634064675	0.842551127	1	ZBTB7A	BRCA
CUSTOM	GBM TCGA	0.03799267	0.121101635	0.321775918	0.781719679	1.552224774	5	BAALC|PSRC1|POU3F2|CNN3	BRCA
CUSTOM	HNSC TCGA	0.219560878	0.373253493	0.130105631	0.89902194	1.194628842	1	KRT5	BRCA
CUSTOM	Heart GTEX	0.117073171	0.234146341	0.204294757	0.44100883	1.33639824	23	NEBL|NES|MYOM2|PKP2|TPM1|SLC25A4|CDK18|CRIP2|RYR2|UQCC2	BRCA
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.0499002	0.151240376	0.287857117	0.984580139	1.308319384	1	TPO	BRCA
CUSTOM	JY_2x10e6c/vial_(B_cellijn) RNAat	0.073852295	0.183730101	0.234392647	0.974711428	1.295205748	1	TLR10	BRCA
CUSTOM	KICH TCGA	0.903525046	0.921595547	0.046881986	-0.324763697	-0.627428004	5	PVALB	BRCA
CUSTOM	Kidney GTEX	0.492440605	0.669719222	0.084074558	0.492120537	0.977181091	5	PTH2R|AGRN	BRCA
CUSTOM	LGG TCGA	0.199040767	0.350037212	0.152144922	0.305552614	1.160545152	55	SPARCL1|FAM107A|CADM2|OLIG1|ZBTB47|CDH20|PPP2R2B|ZCCHC24|B3GAT1|FEZ1|NDRG2|GRIK4|RASSF2|NACC2	BRCA
CUSTOM	LIHC TCGA	0.109433962	0.230257426	0.184706471	-0.585173342	-1.411034429	11	SERPINA1|ORM1|ALDOB|F5	BRCA
CUSTOM	Liver GTEX	0.054237288	0.153672316	0.252961123	-0.468164565	-1.484215352	33	SERPINA1|ORM1|CES1|ATF5|SLC25A13|ALB|TTC39C|HGD|HPN|NADK2|ASGR2|HPD|ASGR1	BRCA
CUSTOM	Lung GTEX	0.125813449	0.242131543	0.184706471	0.539755046	1.381459718	12	A2M|EPAS1|RBMS2|ACVRL1	BRCA
CUSTOM	Monocytes RNAat	0.242	0.404655738	0.123257226	-0.811273885	-1.202361719	2	LGALS2	BRCA
CUSTOM	Muscle GTEX	0.975535168	0.985193932	0.034417484	-0.167380292	-0.65974573	115	BEST3|MYO18B|ADSL|TNNI2|TTN|TPT1|CCDC43|UBE2G1|SCN1B|PHKG1|ASB2|DNAJB6|PRKRA|JSRP1|KPNA3|CUL5|CHRNB1|DCAF6|TMEM11|FAF1|MNAT1|UBE3A|ASB8|GRSF1|KIAA0368	BRCA
CUSTOM	NB TCGA	0.030558903	0.103900271	0.352487858	0.346032162	1.420922725	77	DOC2B|SAMD14|GPRASP1|NOVA2|CDK5R1|DCHS1|ZNF789|RBFOX2|CBX8|PDZD4|ZKSCAN2|ATAT1|YPEL1|STAC|SARM1|FBXO41|MTMR4|RTN1|TBKBP1|UNK|SUPT7L|ZNF821|RAP1GAP2|ZFP28|RIMS3|CPSF4	BRCA
CUSTOM	Nerve GTEX	0.5775	0.718353659	0.083363407	0.289053561	0.933040565	29	STARD13|FGFBP2|PRX|EPB41L2|FMNL3|AHR|GAS2L3|S100B|ABCA2|CNP|PTPDC1|RELN|ITGB4	BRCA
CUSTOM	Ovary GTEX	0.64254386	0.756523765	0.070960946	0.363503119	0.861803235	9	MCC|ROBO3|ACSM3|NR2F2	BRCA
CUSTOM	PCPG TCGA	0.304504505	0.485304054	0.101350744	-0.412392946	-1.119138015	17	PCSK1N|SLC35D3|LIN7B|DLK1|PTPRN|SLC18A2|BSCL2|QDPR|BEX1|TERF2IP	BRCA
CUSTOM	PRAD TCGA	0.090443686	0.206060606	0.193813303	-0.51455511	-1.45274662	19	CPNE4|MARC1|NAAA|DHRS7|VIPR1|ABCC4|ARHGAP6|ERGIC1|SLC45A3|PDE9A	BRCA
CUSTOM	Pancreas GTEX	0.87012987	0.896497442	0.042502318	-0.199727392	-0.752768997	89	SLC38A5|ALG5|FAIM|LGR4|C1orf27|SLC33A1|SH3YL1|BACE1|RRBP1|SEC63|XBP1|SUCO|ICA1|NAA16|ERO1B|PSMD6|FKBP11|TTC17|ANGEL1|NOMO1|LMF2|DNMT3B|SLC38A10|GMNN|SEL1L	BRCA
CUSTOM	Pituitary GTEX	0.64527027	0.756523765	0.058098358	-0.294261658	-0.867856493	23	PCSK1N|AHI1|PLD3|QSOX2|PTPRN|CHST8|POMC|BSCL2|BEX1|TTC3|DZIP3	BRCA
CUSTOM	READ TCGA	0.014515016	0.070610239	0.380730401	-0.967659499	-1.434135574	2	TRABD2A|GPA33	BRCA
CUSTOM	Salivary Gland GTEX	0.483033932	0.665803528	0.080858915	0.766411138	1.018414355	1	SLPI	BRCA
CUSTOM	Skin GTEX	0.172	0.313285714	0.149207542	-0.851075079	-1.261349729	2	TMEM45A|DEGS1	BRCA
CUSTOM	Spleen GTEX	0.000586344	0.008543872	0.477270815	0.439147537	1.809847356	80	VCAM1|P2RX5|SPIC|CD5L|CCM2L|LILRA4|PITPNM3|KLRF1|TLR10|CR2|PAX5|SEMA3D|ZKSCAN4|PCDH17|NOS3|CD84|CD180|BLK|IRF8|GRAP|PRR5L|ABI3|CD72|SNX8|NLRC3|FES|FAM129C	BRCA
CUSTOM	TGCT TCGA	0.131474104	0.248339973	0.172324345	0.865477593	1.316872963	2	SPSB2|PHC1	BRCA
CUSTOM	THCA TCGA	0.195876289	0.350037212	0.14122512	0.680231146	1.281373092	4	TPO|ATP13A4	BRCA
CUSTOM	Testis GTEX	0.023644038	0.090617564	0.352487858	-0.698772594	-1.744906849	12	ZPBP|GTSF1|MORC1|TAF7L|PHF7|RAD9B|MEX3B	BRCA
CUSTOM	Thyroid GTEX	0.751351351	0.833019976	0.054008827	-0.286800765	-0.778310205	17	DGKI|MPPED2|TG|TMEM267|HOOK3	BRCA
CUSTOM	UVM TCGA	0.557659208	0.702237522	0.065981614	-0.322102378	-0.92294369	21	ST6GALNAC2|SLC3A2|SLC7A8|PIP4K2A|MITF|ILVBL|RENBP	BRCA
CUSTOM	Uterus GTEX	0.550898204	0.702237522	0.073990144	-0.732928011	-0.965207059	1	SLC37A3	BRCA
CUSTOM	WT TCGA	0.266375546	0.431274693	0.12267919	0.564064618	1.184754747	6	MEOX1|KLHL14|ZNF516	BRCA
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.69261477	0.802803484	0.062661823	0.649043969	0.862455753	1	GZMB	BRCA
CUSTOM	adipose tissue HPA_RA	0.525896414	0.694629314	0.076279718	0.662189088	1.007558039	2	LIPE	BRCA
CUSTOM	adrenal gland HPA_RA	0.001894169	0.019413745	0.455059867	-0.998590184	-1.315062707	1	NOV	BRCA
CUSTOM	b cell TabSap	0.812877264	0.878717975	0.055479331	0.409988344	0.70501869	3	STAG3|FCER2	BRCA
CUSTOM	breast HPA_RA	0.009900035	0.056100199	0.380730401	-0.974797321	-1.444714299	2	OXTR|UGT2B28	BRCA
CUSTOM	cardiac muscle cell TabSap	0.100990099	0.223934567	0.197822021	-0.831588956	-1.370280243	3	MYL4|TTN	BRCA
CUSTOM	cerebral cortex HPA_RA	0.003973924	0.032769248	0.407017919	0.52258942	1.777651579	34	BAALC|NKAIN2|CADM2|MAP2|PACSIN1|OLIG1|GABRD|APC2|POU3F2|B3GAT1|DNM1|FEZF2	BRCA
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.832335329	0.878717975	0.054008827	0.582077716	0.773470365	1	DNAH2	BRCA
CUSTOM	club cell/type i pneumocyte TabSap	0.051896208	0.151240376	0.28201335	-0.978940876	-1.289186153	1	AGER	BRCA
CUSTOM	endothelial cell TabSap	0.0186265	0.079899382	0.352487858	0.944836094	1.437621398	2	CLEC14A|NOS3	BRCA
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.081188119	0.194511628	0.222056046	-0.850004406	-1.400624956	3	ALAS2|HBB|SLC4A1	BRCA
CUSTOM	esophagus HPA_RA	0.007800261	0.046801567	0.407017919	-0.995153758	-1.310537211	1	TGM3	BRCA
CUSTOM	fallopian tube HPA_RA	0.546	0.702237522	0.074550078	-0.663293762	-0.98304536	2	IMPG2	BRCA
CUSTOM	heart muscle HPA_RA	0.005756956	0.039147299	0.407017919	-0.966510972	-1.592602788	3	MYL4|RD3L|NPPA	BRCA
CUSTOM	hematopoietic stem cell TabSap	8.65E-05	0.004410554	0.538434096	0.913081805	1.917826378	6	DEFA3|MPO|PRTN3|AZU1|DEFA4|ELANE	BRCA
CUSTOM	hepatocyte TabSap	0.015080338	0.070610239	0.380730401	-0.990043176	-1.303806986	1	ORM1	BRCA
CUSTOM	iDCs_D6 RNAat	0.86270872	0.896497442	0.048995409	-0.347462264	-0.671280555	5	CD1C|ALOX15	BRCA
CUSTOM	intestinal tuft cell TabSap	0.448207171	0.626262075	0.08479851	0.694208767	1.056277786	2	BMX	BRCA
CUSTOM	keratinocyte TabSap	0.112871287	0.230257426	0.186432558	-0.821514819	-1.353680227	3	TGM3	BRCA
CUSTOM	liver HPA_RA	0.025392045	0.092499591	0.352487858	-0.738778467	-1.630718586	8	SERPINA1|ORM1|ALB|ASGR2|ASGR1	BRCA
CUSTOM	luminal cell of prostate epithelium TabSap	0.415169661	0.588157019	0.089164712	0.804035598	1.068410093	1	NEFH	BRCA
CUSTOM	lung HPA_RA	0.051896208	0.151240376	0.28201335	-0.978940876	-1.289186153	1	AGER	BRCA
CUSTOM	mDCs_D7_LPS RNAat	0.835643564	0.878717975	0.053457214	-0.422490109	-0.696173086	3	RSAD2|CCL5	BRCA
CUSTOM	macrophage TabSap	0.167664671	0.310941753	0.151148761	-0.93056657	-1.225481095	1	CLEC10A	BRCA
CUSTOM	melanocyte TabSap	0.413173653	0.588157019	0.089436683	-0.801215966	-1.055136786	1	MFSD12	BRCA
CUSTOM	neutrophil TabSap	1.53E-09	5.25E-08	0.788186811	-0.934914122	-2.379833469	15	ADGRG3|FCAR|MMP25|CSF3R|FCGR3B|VNN2|TNFRSF10C|AQP9|BCL2A1|MGAM|PROK2|CXCR2|RPH3A	LIHC
CUSTOM	nk cell TabSap	0.111776447	0.230257426	0.188204146	0.955943255	1.270266422	1	SH2D1B	BRCA
CUSTOM	pancreas HPA_RA	0.35059761	0.533745615	0.098890301	0.746505768	1.135850622	2	CEL|AMY2B	BRCA
CUSTOM	placenta HPA_RA	0.00449774	0.032769248	0.407017919	0.786154595	1.819445124	8	HBG2|HBG1|IGF2	BRCA
CUSTOM	platelet TabSap	0.806215722	0.878717975	0.051426492	-0.286052558	-0.753223185	15	ACRBP|LGALS12|GP9|SMOX|GP6|PF4V1|TUBB1	BRCA
CUSTOM	prostate HPA_RA	0.726	0.823419827	0.060509299	-0.578075432	-0.85674614	2	SLC45A3|ACPP	BRCA
CUSTOM	pulmonary ionocyte TabSap	0.608782435	0.739235814	0.068956735	0.697153934	0.92638473	1	STAP1	BRCA
CUSTOM	skeletal muscle HPA_RA	0.820754717	0.878717975	0.052057003	-0.307001295	-0.72374478	10	TNNI2|JSRP1	BRCA
CUSTOM	spleen HPA_RA	0.000522484	0.008543872	0.477270815	0.991099753	1.508014164	2	SPIC|CD5L	BRCA
CUSTOM	stromal cell TabSap	0.06639839	0.178227258	0.248911114	0.83330231	1.432952208	3	AKR1C1|MMP1|SERPINE2	BRCA
CUSTOM	testis HPA_RA	0.090909091	0.206060606	0.206587923	-0.778551757	-1.386286917	4	ZPBP|PHF7	BRCA
CUSTOM	thymocyte TabSap	0.21	0.363050847	0.133554955	-0.830983433	-1.231572577	2	SLAMF1|ANKRD55	BRCA
CUSTOM	thyroid gland HPA_RA	0.605577689	0.739235814	0.069119846	0.621810582	0.946119864	2	TPO	BRCA
CUSTOM	ACC TCGA	0.096907216	0.226116838	0.206587923	0.944377267	1.262441429	1	NR5A1	CESC
CUSTOM	ALL TCGA	0.981718464	0.988041854	0.042417005	-0.236642005	-0.492109631	6	LILRA2|LAPTM5|SSH2	CESC
CUSTOM	AML TCGA	0.082872928	0.204280156	0.261663522	0.291349842	1.254032907	89	DEFA3|HBG2|CEACAM8|MPO|ELANE|DEFA4|MS4A3|AZU1|RAB44|RHD|PRSS57	CESC
CUSTOM	Adipose Tissue GTEX	0.009384782	0.047194258	0.380730401	0.852733124	1.599817025	4	FABP4|PPARG|ADGRL4|LIPE	CESC
CUSTOM	Adrenal Gland GTEX	0.06595092	0.173121166	0.216542837	-0.358775167	-1.355893711	85	LRRN3|DLK1|NOV|KLHDC8B|SGSH|C3orf33|RMDN2|KCNQ1|TMEM138|TRIM24|QPCT|SREBF1|TRUB1|SOAT1|NLK|AKAP7	CESC
CUSTOM	Alveolar_macrophage_4 RNAat	0.654075547	0.771662162	0.065235306	0.573970558	0.899189717	2	CAMP	CESC
CUSTOM	Bladder GTEX	0.052104208	0.151970608	0.28201335	-0.904811264	-1.35913022	2	PLA2G4A|ABCC4	CESC
CUSTOM	Blood GTEX	0.754768392	0.852157862	0.040988387	-0.202035696	-0.864738729	196	NFKBID|ADAM8|SLC15A4|RNASET2|BCL2A1|P2RY8|UBALD2|IL2RG|B2M|SEMA4A|PIAS1|TAP1|CHST11|SORL1|CCNK|C16orf54|LAT2|C18orf8|CYTIP|EVI2B|MOB1A|CDC42|PTPRC|SRGN|ARHGAP15|CD53|SAMSN1|TMSB4X|C15orf39|SP110|PTPN22|ITGB2|TMEM131L|IRF7|STK4|CD86	CESC
CUSTOM	Blood Vessel GTEX	5.95E-06	0.000156297	0.610526878	0.699021737	2.229736851	25	BGN|CCDC3|KCNA5|MCAM|HEY2|MRVI1|PLS3|IGFBP7|MYH10|MYH9|FOXC1	CESC
CUSTOM	Brain GTEX	0.011842175	0.056519472	0.380730401	0.366109119	1.471802029	65	BRSK1|CORO2B|FAM107A|NRXN2|CACNA1A|KBTBD11|TRIM2|SYT11|SEPT4|ATP1B2|BAALC|APC2|MAP2|CTNND2|FEZ1|DPYSL2|ATP6V0E2|CDIP1|PDZD4|FAM168A|KIF5C|PACSIN1|SEPT8|GNG7	CESC
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.64612326	0.771662162	0.065831196	0.579901768	0.908481628	2	PRSS57	CESC
CUSTOM	CCSK TCGA	0.048895899	0.146687697	0.257206466	-0.399555403	-1.463522303	69	NLGN1|MTRNR2L1|HIST1H1T|CHST8|HIST1H2BJ|HIST1H2BN|HIST1H4H|HIST2H2BE|HIST1H2BC|BMP6|ZPBP|MTRNR2L12|HIST1H2AI|STXBP4|HIST1H2AG|HOOK3|HOMER1|CCDC7|HIST1H2BD|ZNF730	CESC
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.801603206	0.871778351	0.055942859	-0.53057373	-0.796982552	2	COL19A1	CESC
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.000107158	0.001875259	0.538434096	0.960604752	1.802195544	4	SH2D1B|KLRF1|C9orf172|KIR3DL1	CESC
CUSTOM	DLBC TCGA	0.018459334	0.071786297	0.352487858	0.377117312	1.427504717	52	P2RX5|WDFY4|BLK|TFEB|BATF|CORO1A|CD72|SASH3|FERMT3|ARHGAP25|CD40|TLR10|IKZF3|POU2AF1|CSK|ARHGAP30|FCRL3|IRF8|PTPN6|VAV1|IL16|SLC25A19|CCDC88B|MAP4K1	CESC
CUSTOM	ESCA TCGA	0.694845361	0.801744647	0.064070375	0.656935567	0.878190004	1	ZBTB7A	CESC
CUSTOM	GBM TCGA	0.021953322	0.082324956	0.352487858	0.777880349	1.547405468	5	PSRC1|POU3F2|BAALC|CNN3	CESC
CUSTOM	HNSC TCGA	0.088659794	0.211574508	0.216542837	0.947486613	1.266597995	1	KRT5	CESC
CUSTOM	Heart GTEX	0.255474453	0.441361917	0.133554955	0.378453777	1.161897087	22	NES|NEBL|POPDC2|CORIN|MYL4|PKP2|CRIP2|SLC41A1|TPM1	CESC
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.006376157	0.035236658	0.407017919	0.995681465	1.331024766	1	CEACAM6	CESC
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.009438852	0.047194258	0.380730401	0.992917602	1.327330041	1	TPO	CESC
CUSTOM	JY_2x10e6c/vial_(B_cellijn) RNAat	0.282474227	0.463434278	0.114750719	0.84893764	1.134857948	1	TLR10	CESC
CUSTOM	KICH TCGA	0.581180812	0.717929238	0.067362387	-0.462475186	-0.920939421	5	PVALB	CESC
CUSTOM	Kidney GTEX	0.769565217	0.852730418	0.061705405	0.371440638	0.738891624	5	PTH2R|AGRN	CESC
CUSTOM	LGG TCGA	0.023978312	0.086818028	0.352487858	0.373930761	1.444157691	57	SPARCL1|B3GAT1|FAM107A|GPRC5B|KCNA2|ZBTB47|ATP1B2|NDRG2|NACC2|ZCCHC24|CDH20|CTNND2|PPP2R2B|FEZ1|ACSBG1|ABAT	CESC
CUSTOM	LIHC TCGA	0.380952381	0.557363014	0.087051587	-0.422540779	-1.062707029	12	F5|SERPINA1|ORM1	CESC
CUSTOM	Liver GTEX	0.44691358	0.601614435	0.097215081	0.272557807	0.996797057	41	PROX1|APOC1|MST1|TMEM176B|ABCB4|TTC38|ASL|SLC27A5|SLC17A9	CESC
CUSTOM	Lung GTEX	0.041534201	0.128267385	0.321775918	0.573238079	1.531991001	13	ACVRL1|A2M|EPAS1|RBMS2|CALCRL	CESC
CUSTOM	Monocytes RNAat	0.244488978	0.438070404	0.12267919	-0.78781322	-1.183385749	2	LGALS2	CESC
CUSTOM	Muscle GTEX	0.988041854	0.988041854	0.032724194	-0.159886211	-0.631426164	118	JSRP1|MYO18B|BEST3|ADSL|DNAJB6|RRAGD|ASB8|UBE2G1|KPNA3|CUL5|XIRP2|GRSF1|PHKG1|UBE3A|NAA50|MNAT1|DCAF6|FAF1|KIAA0368|KPNA1|KANSL2|PCNT|UBR3|CLIP1|TPT1|RNF123|FXR1|TTN	CESC
CUSTOM	NB TCGA	0.256410256	0.441361917	0.145516146	0.256563685	1.079853023	84	BRSK1|SAMD14|DOC2B|ARVCF|ARL10|ZNF793|RBFOX2|CDK5R1|YPEL1|NOVA2|GPRASP1|DCHS1|CPSF4|FRS3|ZNF821|RADIL|RBM4B|SUPT7L|FBXO41|PDZD4|KIF5C|QRICH2|STAC|UNK|TSTD2|SARM1|ATAT1|RIMS3|ZFP90|SEPT5	CESC
CUSTOM	Nerve GTEX	0.01708807	0.071769896	0.352487858	0.471134015	1.56177856	29	ITGB4|FGFBP2|RELN|KIF19|PRX|EPB41L2|STARD13|FMNL3|PLEKHA4|GAS2L3|CNP|SLC2A1	CESC
CUSTOM	Ovary GTEX	0.192307692	0.380986938	0.150169802	0.503561394	1.268777444	10	MCC|RBP1|NR2F2	CESC
CUSTOM	PCPG TCGA	0.342105263	0.520661157	0.111918316	0.380162741	1.110269551	18	SYT5|BEGAIN	CESC
CUSTOM	PRAD TCGA	0.464716007	0.617660515	0.075118164	-0.337357544	-0.972072715	20	CPNE4|NAAA|ABCC4|MARC1|SLC45A3|ERGIC1|ARHGAP6|DHRS7|ACPP|VIPR1|PDE9A	CESC
CUSTOM	Pancreas GTEX	0.771517997	0.852730418	0.046322779	-0.212422889	-0.813570979	94	CATSPERB|FAIM|NOMO1|BACE1|C1orf27|SLC33A1|ICA1|SUCO|SEC63|ERO1B|NAA16|LGR4|FKBP11|ALG5	CESC
CUSTOM	Pituitary GTEX	0.953287197	0.971797628	0.041237609	-0.195758593	-0.591909454	24	CHST8|SLC22A17|GNAS|PCSK1N|TTC3|BSCL2|BEX1|BAIAP3|AHI1|DZIP3|PTPRN	CESC
CUSTOM	READ TCGA	0.002381803	0.017863524	0.431707696	-0.982983502	-1.476553881	2	TRABD2A|GPA33	CESC
CUSTOM	Salivary Gland GTEX	0.665979381	0.776975945	0.06613262	0.677750907	0.906015904	1	SLPI	CESC
CUSTOM	Skin GTEX	0.426853707	0.589732096	0.087831263	-0.71166969	-1.06900944	2	TMEM45A|DEGS1	CESC
CUSTOM	Spleen GTEX	5.27E-07	1.85E-05	0.659444398	0.521514797	2.170211841	81	VCAM1|P2RX5|SPIC|LILRB5|CD5L|KLRF1|NOS3|CCM2L|LILRA4|SEMA3D|HYAL2|ZKSCAN4|CR2|PITPNM3|PAX5|DNASE1L3|BLK|STAB1|PRR5L|ABI3|GRAP|CD180|FHOD1|SNX8|CETP|CD72|TNFRSF13B|FAM129C|TLR10|POU2AF1|NLRC3|FCRL3|IRF8|STAB2|SCIMP|FES|PDE2A	CESC
CUSTOM	TGCT TCGA	0.729458918	0.832534634	0.060378636	-0.568713829	-0.854273353	2	PHC1|SPSB2	CESC
CUSTOM	THCA TCGA	0.000135066	0.002025989	0.518848078	0.958139581	1.797570624	4	TPO|ATP13A4|DAPK2	CESC
CUSTOM	Testis GTEX	0.404255319	0.57360552	0.084074558	-0.410122215	-1.045754715	13	ZPBP|PHF7|RAD9B|MORC1|TAF7L|HSF5	CESC
CUSTOM	Thyroid GTEX	0.062200957	0.167464115	0.28201335	0.520417655	1.519885598	18	PDE8B|TPO|ATP13A4|SLC25A29|SNX22	CESC
CUSTOM	UVM TCGA	0.203389831	0.388289676	0.123842171	-0.422169475	-1.233598762	21	MITF|CABLES1|SLC3A2|PIP4K2A|ST3GAL4|ILVBL|ACCSL	CESC
CUSTOM	Uterus GTEX	0.531914894	0.672904383	0.074175897	-0.73829677	-0.982462643	1	SLC37A3	CESC
CUSTOM	WT TCGA	0.517391304	0.662513256	0.081751558	0.484674008	0.964142123	5	NR2F2|KLHL14	CESC
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.21443299	0.402061856	0.134273453	0.882708585	1.180002872	1	GZMB	CESC
CUSTOM	adipose tissue HPA_RA	0.647540984	0.771662162	0.067206509	0.491760326	0.864107296	3	PLIN4|LIPE	CESC
CUSTOM	adrenal gland HPA_RA	0.005336797	0.031131315	0.407017919	-0.996458801	-1.32600275	1	NOV	CESC
CUSTOM	b cell TabSap	0.299180328	0.483291299	0.110564716	0.670597017	1.178354056	3	STAG3|FCER2|CD19	CESC
CUSTOM	breast HPA_RA	0.004416042	0.027275554	0.407017919	-0.97650514	-1.466822639	2	OXTR|UGT2B28	CESC
CUSTOM	cardiac muscle cell TabSap	0.43647541	0.595193741	0.087831263	0.607985398	1.068334694	3	MYL4|ENO3	CESC
CUSTOM	cerebral cortex HPA_RA	0.003071107	0.02015414	0.431707696	0.49312204	1.723959035	34	SYT5|B3GAT1|POU3F2|SYT11|GABBR2|FEZF2|BAALC|APC2|DNM1|MAP2|CTNND2	CESC
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.927835052	0.965968893	0.050498304	0.535411988	0.715737554	1	DNAH2	CESC
CUSTOM	club cell/type i pneumocyte TabSap	0.121856867	0.272233425	0.176694269	-0.943686302	-1.25577759	1	AGER	CESC
CUSTOM	endothelial cell TabSap	0.000290669	0.003391142	0.498493109	0.974602626	1.712544089	3	CLEC14A|ADCY4|NOS3	CESC
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.083657588	0.204280156	0.216542837	-0.825989206	-1.381381186	3	ALAS2|HBB	CESC
CUSTOM	esophagus HPA_RA	0.02647787	0.089861239	0.352487858	-0.979616514	-1.303590465	1	TGM3	CESC
CUSTOM	fallopian tube HPA_RA	0.314629259	0.493075704	0.105920293	-0.754254125	-1.132976142	2	PRR29|IMPG2	CESC
CUSTOM	heart muscle HPA_RA	0.058365759	0.165632559	0.261663522	-0.851875354	-1.424673081	3	RD3L|NPPA	CESC
CUSTOM	hematopoietic stem cell TabSap	1.81E-07	9.51E-06	0.690132459	0.972435842	2.076722454	6	DEFA3|MPO|ELANE|PRTN3|DEFA4|AZU1	CESC
CUSTOM	hepatocyte TabSap	0.270541082	0.450901804	0.115734448	-0.768667169	-1.154626187	2	ORM1	CESC
CUSTOM	iDCs_D6 RNAat	0.246153846	0.438070404	0.128788713	0.570651323	1.218676199	6	GFRA2|CD1A|ALOX15	CESC
CUSTOM	intestinal tuft cell TabSap	0.596421471	0.728189006	0.069779252	0.608112205	0.952676464	2	BMX	CESC
CUSTOM	keratinocyte TabSap	0.171206226	0.358056266	0.147331214	-0.746042863	-1.247679228	3	TGM3|KRT1	CESC
CUSTOM	liver HPA_RA	0.3875	0.557363014	0.086794976	-0.443849538	-1.054879667	10	SERPINA1|ORM1	CESC
CUSTOM	luminal cell of prostate epithelium TabSap	0.852882704	0.904572565	0.052697309	0.452830048	0.709409423	2	SLC30A4|NEFH	CESC
CUSTOM	lung HPA_RA	0.121856867	0.272233425	0.176694269	-0.943686302	-1.25577759	1	AGER	CESC
CUSTOM	mDCs_D7_LPS RNAat	0.387159533	0.557363014	0.091679525	-0.656088631	-1.097240115	3	RSAD2|CCL5	CESC
CUSTOM	macrophage TabSap	0.263056093	0.445498222	0.115240003	-0.863966143	-1.149692772	1	CLEC10A	CESC
CUSTOM	mature conventional dendritic cell TabSap	0.06185567	0.167464115	0.261663522	0.960442218	1.283917019	1	SCN11A	CESC
CUSTOM	melanocyte TabSap	0.497098646	0.644387134	0.077679856	-0.752461565	-1.00131195	1	MFSD12	CESC
CUSTOM	neutrophil TabSap	8.84E-09	4.46E-07	0.747739663	-0.904002607	-2.345254872	15	ADGRG3|FCAR|CSF3R|MMP25|RPH3A|FCGR3B|AQP9|VNN2|TNFRSF10C|BCL2A1|MGAM|CXCR2|PROK2	DLBC
CUSTOM	nk cell TabSap	0.030075656	0.098685746	0.352487858	0.977543617	1.306778132	1	SH2D1B	CESC
CUSTOM	pancreas HPA_RA	0.938369781	0.965968893	0.048311758	0.380754945	0.596495633	2	CEL|AMY2B	CESC
CUSTOM	pancreatic acinar cell TabSap	0.041229081	0.128267385	0.321775918	0.972275004	1.299735062	1	KLK1	CESC
CUSTOM	placenta HPA_RA	0.070484581	0.180509294	0.252961123	0.632739012	1.514070567	8	HBG2|IGF2|HBG1	CESC
CUSTOM	platelet TabSap	0.541666667	0.677083333	0.067833826	-0.349087598	-0.930431621	15	ACRBP|PF4V1|CLEC1B|TUBB1|LGALS12	CESC
CUSTOM	prostate HPA_RA	0.372745491	0.557363014	0.095603149	-0.73939708	-1.110659158	2	SLC45A3|ACPP	CESC
CUSTOM	pulmonary ionocyte TabSap	0.412371134	0.577319588	0.091392433	0.788219036	1.053689453	1	STAP1	CESC
CUSTOM	skeletal muscle HPA_RA	0.805357143	0.871778351	0.050396432	-0.310757496	-0.738565068	10	JSRP1	CESC
CUSTOM	spleen HPA_RA	0.002143066	0.017309378	0.431707696	0.983760905	1.541172587	2	SPIC|CD5L	CESC
CUSTOM	stromal cell TabSap	0.937743191	0.965968893	0.047353425	-0.348883047	-0.583470671	3	SERPINE2	CESC
CUSTOM	testis HPA_RA	0.01654589	0.071769896	0.352487858	-0.831969087	-1.535163027	4	ZPBP|PHF7	CESC
CUSTOM	thymocyte TabSap	0.470941884	0.618111222	0.082434409	-0.694307679	-1.04292971	2	ANKRD55|SLAMF1	CESC
CUSTOM	thyroid gland HPA_RA	0.000476104	0.004544626	0.498493109	0.991745787	1.553681807	2	TPO|TG	CESC
CUSTOM	ACC TCGA	0.257606491	0.437931034	0.119887845	0.878483934	1.155132871	1	NR5A1	CHOL
CUSTOM	ALL TCGA	0.003358816	0.022839946	0.431707696	-0.870774509	-1.70428777	6	LILRA2|C1orf228|LAPTM5	CHOL
CUSTOM	AML TCGA	0.003683271	0.023480855	0.431707696	-0.432065011	-1.569903912	86	FCAR|AHSP|HBM|CA1|MXD1|FOXP1|UBE2B|H3F3B|CFP|UTP23|PADI4|RPL34|CDADC1|MED30|PSTPIP1|TERF1|ARID4B|TNRC6B|SRRM1|HIST1H4C|U2SURP|AZU1|EEF2|ANKRD49|PTPRE|RBX1|ANKRD13D|CNST|JMJD1C|KMT2E|NOL7|RPS28|PSME1|MAP3K8|TFAM|AAK1|MIS18BP1	CHOL
CUSTOM	Adipose Tissue GTEX	0.001711243	0.013426677	0.455059867	0.929530617	1.671802661	4	FABP4|PPARG|ADGRL4	CHOL
CUSTOM	Adrenal Gland GTEX	0.303473492	0.491338034	0.102449406	-0.299488144	-1.087199591	84	LRRN3|NOV|PORCN|PLBD2|SGSH|KCNQ1|QPCT|TM7SF2	CHOL
CUSTOM	Alveolar_macrophage_4 RNAat	0.419421488	0.555597295	0.090542895	-0.719282921	-1.08568869	2	FOLR3	CHOL
CUSTOM	Bladder GTEX	0.698841699	0.762507188	0.060640401	0.585413287	0.880023396	2	ABCC4|PLA2G4A	CHOL
CUSTOM	Blood GTEX	1.95E-05	0.000331429	0.575610261	-0.440764585	-1.801226095	196	NFKBID|ADAM8|BCL2A1|IL2RG|C16orf54|CHST11|CYTIP|LAT2|SORL1|SAMSN1|PTPRC|P2RY8|EVI2B|LITAF|CD86|CD300A|LCK|CD53|SEMA4A|ITGB2|ISG20|SP110|RNASET2|TAP1|UBALD2|RNF113A|CD48|LAPTM5|HSH2D|C15orf39|PLXNC1|SLC15A4|PPP1R18|ICAM3|PIK3R5|CXorf38|LSP1|ACAP1|CCNK|PREX1|WAS|DENND1C|SRPK1|IRF5|S1PR4|MICB|ZC3HAV1|CD37|TRAF3IP3|SMAP2|MOB3A|STK17A|HCLS1|TNIP1|TLR1|APBB1IP|UBA52|SH3KBP1|GPR132|PSME1|LPXN|RHOG|MYO1G|ARHGAP15|LIMD2|TRIM38|PSMB9|UNC119|PIAS1|SP100|PAK1|IRF2|RAC2|CYTH1|ELF4|NCF1|XPO6|RINL|LCP1|SPN|RBM22	CHOL
CUSTOM	Blood Vessel GTEX	2.08E-06	4.24E-05	0.62725674	0.777329021	2.199168781	22	CCDC3|BGN|EFEMP1|PLS3|IGFBP7|ITGB5|PPP1R14A|CYB5R3|MRVI1|NOTCH3|MYH9|ATL3|TBXA2R|LTBP1	CHOL
CUSTOM	Brain GTEX	4.81E-05	0.000666525	0.557332239	0.558416901	1.965802721	60	EFR3B|CTNND2|SEPT4|FAM107A|PACSIN1|TRIM2|SYT11|WASF3|CDIP1|MAP2|STX1B|KIF3C|BAALC|CLIP2|RAB6B|FEZ1|MLC1|KBTBD11|JAKMIP2|ABI2|MTURN|GNAO1|MAP1A|DNM3|APC2|GNG7|PHACTR3|CLEC2L|ATP9A|CADM2|SEPT8|DPYSL2|THRA	CHOL
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.597249509	0.693664444	0.069119846	-0.717379727	-0.946915038	1	HEMGN	CHOL
CUSTOM	CCSK TCGA	0.008078922	0.039240476	0.380730401	-0.438690653	-1.528548821	67	MTRNR2L1|HIST1H2BL|HIST1H2AI|HIST1H4H|SDK2|AFF2|HIST1H2BN|HIST1H3J|HIST2H2BF|HIST1H1T|HIST2H2BE|HIST1H2BJ|HIST1H2BC|HIST2H2AC|HIST1H1D|SESN3|NLGN1|ADAMTS17|HIST1H1B|HIST1H1E|HIST1H2AG|HIST2H3D|HIST1H2BD|CHST8|ZPBP|DDHD1	CHOL
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.183884298	0.341021788	0.146416238	-0.822991567	-1.242226959	2	COL19A1|FCRL5	CHOL
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.831417625	0.856612098	0.052163031	0.428204402	0.710763856	3	SH2D1B|C9orf172	CHOL
CUSTOM	DLBC TCGA	0.008719701	0.040427705	0.380730401	-0.487329262	-1.622344831	50	DUSP2|BCL2A1|CD27|CD19|CD79A|CD53|RELB|NFKBIE|CD48|MS4A1|SP140|WAS|POU2AF1	CHOL
CUSTOM	ESCA TCGA	0.500982318	0.630866623	0.078089231	-0.757766732	-1.00022441	1	ZBTB7A	CHOL
CUSTOM	GBM TCGA	0.052224371	0.129924046	0.276500599	0.807209349	1.451802354	4	PSRC1|BAALC|CNN3	CHOL
CUSTOM	HNSC TCGA	0.342799189	0.521873392	0.101350744	0.841114859	1.105995663	1	KRT5	CHOL
CUSTOM	Heart GTEX	0.004620321	0.024803826	0.407017919	0.584308909	1.672641845	23	SLC4A3|POPDC2|NES|HSPB3|PKP2|TPM1|CORIN|TSPAN9|FBXO40|TMEM182|CRIP2	CHOL
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.012456347	0.049327429	0.380730401	0.995561868	1.309080557	1	CEACAM6	CHOL
CUSTOM	KICH TCGA	0.394941634	0.550792171	0.090542895	0.56761173	1.081099335	5	PVALB|ESRRA|TBC1D1|SLC39A13	CHOL
CUSTOM	Kidney GTEX	0.477459016	0.608760246	0.082896213	-0.529582074	-1.003033681	5	GALNT14|POU3F3	CHOL
CUSTOM	LGG TCGA	0.025942558	0.075604027	0.352487858	0.425609512	1.470489219	56	CTNND2|CDH20|KCNA2|SPARCL1|FAM107A|CMTM5|ABAT|GRIK4|ACSBG1|NDRG2|ZBTB47|SNN|FEZ1|MLC1|MTURN|MAP1A|PEA15|SHISA4|PHACTR3|ZCCHC24|B3GAT1|SIRT2|CADM2|SEPT8	CHOL
CUSTOM	LIHC TCGA	0.01378157	0.05020429	0.380730401	-0.720492821	-1.686180994	11	F5|ORM1|SERPINA1|ARG1|ASGR1|ALDOB|ASGR2	CHOL
CUSTOM	Liver GTEX	0.348697395	0.523046092	0.09957912	-0.345853734	-1.069261828	35	CYP4F3|CES1|ORM1|SERPINA1|OAF	CHOL
CUSTOM	Lung GTEX	0.000368907	0.003762854	0.498493109	0.772833737	1.91452148	13	A2M|INMT|SLC6A4|ACVRL1|EPAS1|RBMS2|SHROOM4|FCN3|CALCRL	CHOL
CUSTOM	Monocytes RNAat	0.051652893	0.129924046	0.287857117	-0.91602308	-1.38264912	2	LGALS2|S100A12	CHOL
CUSTOM	Muscle GTEX	0.820930233	0.854437589	0.061840604	0.217030075	0.840605007	112	ALPK3|SCN1B|MAPK12|PFKM|TNNT3|TNNT1|PGM1|RYR1|SLC8A3|ALDOA|C22orf39|CYB5R1|RTN2|TNNC2|ENO3|NEB|CACNB1|NFE2L1|BTBD1|SPTB|HIF1AN	CHOL
CUSTOM	NB TCGA	0.11965812	0.249084249	0.188204146	0.332957222	1.227922048	77	SAMD14|DOC2B|ZNF821|SEPT5|ARVCF|RBFOX2|GSE1|KIAA1211|KIF3C|CBX8|SCN9A|RTN1|RBM4B|CAMSAP1|MLLT11|ZNF789|QRICH2|KIDINS220|RAP1GAP2|NOVA2|CACNB1|DBF4B|STAC|CDK5R1|NBEA|RIMS3|RADIL|KLC1|TSTD2|YPEL1	CHOL
CUSTOM	Nerve GTEX	0.173489279	0.327701971	0.146416238	0.412874473	1.223216954	27	ITGB4|PRX|BMP8B|INF2|STARD13|EPB41L2|PLEKHA4|S100B|ITGA6	CHOL
CUSTOM	Ovary GTEX	0.074285714	0.168380952	0.227987203	0.650213115	1.472479677	9	MCC|RBP1|GSTM5|NR2F2|SYTL4	CHOL
CUSTOM	PCPG TCGA	0.552986513	0.671483622	0.072003314	0.34660092	0.930110436	17	SLC35D3|BSCL2|GNAS|DLK1|NAP1L5|PTPRN	CHOL
CUSTOM	PRAD TCGA	0.389233954	0.550792171	0.094975153	-0.410585291	-1.049377459	17	VIPR1|MARC1|ACPP|PDE9A|NAAA|ERGIC1|CPNE4	CHOL
CUSTOM	Pancreas GTEX	0.004106139	0.024636835	0.407017919	0.410929528	1.552303095	92	RPH3AL|NEURL3|CEL|PIGM|MYO5C|TRHDE|SRPRA|HID1|PSEN2|HOMER2|DAP|TPST2|TC2N|XPNPEP1|GRB10|GATM|SSR4|SLC4A4|P4HB|GRPR|KSR1|SEL1L|ERP27|KIAA1549|FANCF|GMNN|DNMT3B|PGM3|SSFA2|SEC61A1|PYCR1	CHOL
CUSTOM	Pituitary GTEX	0.367387033	0.535335392	0.095287985	0.368353998	1.054449628	23	SLC22A17|RTL5|POMC|BSCL2|GNAS|PTPRN|TBX19	CHOL
CUSTOM	READ TCGA	0.022719337	0.072417887	0.352487858	-0.953886521	-1.439800358	2	TRABD2A	CHOL
CUSTOM	Salivary Gland GTEX	0.155206287	0.310412574	0.156312403	-0.921178768	-1.215922329	1	SLPI	CHOL
CUSTOM	Skin GTEX	0.944015444	0.953362132	0.046694804	0.380559254	0.572076266	2	TMEM45A|DEGS1	CHOL
CUSTOM	Spleen GTEX	0.128205128	0.261538462	0.181383128	0.33573884	1.237099612	75	LILRA4|CETP|CD5L|CCM2L|FHOD1|CD84|STAB1|PITPNM3|DNASE1L3|ZKSCAN4|PRR5L|KAZN|PDE2A|UBASH3B|BANK1|SEMA3D|LDLRAP1|STAB2|SNX8|NOS3	CHOL
CUSTOM	TGCT TCGA	0.702702703	0.762507188	0.060378636	0.581890812	0.87472823	2	PHC1|SPSB2	CHOL
CUSTOM	THCA TCGA	0.002523954	0.018388807	0.431707696	0.944472947	1.567702787	3	ATP13A4|TG|DAPK2	CHOL
CUSTOM	Testis GTEX	0.676470588	0.762507188	0.066284219	-0.349560693	-0.846220677	13	TKTL1|TAF7L|ZCWPW1|ZPBP	CHOL
CUSTOM	Thyroid GTEX	0.057803468	0.140379851	0.261663522	0.544459498	1.461067848	17	MPPED2|PDE8B|ATP13A4|TG|EPOR|PKHD1L1|DGKI	CHOL
CUSTOM	UVM TCGA	0.68762279	0.762507188	0.062249043	0.312753044	0.858769582	20	SLC7A8|RAB38|CLCN7|CDK2|RASGRP3|ST3GAL4|ACCSL	CHOL
CUSTOM	Uterus GTEX	0.355599214	0.525668404	0.097215081	-0.818391621	-1.080247049	1	SLC37A3	CHOL
CUSTOM	WT TCGA	0.249027237	0.430521665	0.119348441	0.635548515	1.210494853	5	NR2F2|NREP|TMSB15A|KLHL14	CHOL
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.797642436	0.838758026	0.055249566	-0.621693591	-0.820612834	1	GZMB	CHOL
CUSTOM	adipose tissue HPA_RA	0.452479339	0.58421383	0.086286563	-0.700016105	-1.056607276	2	PNPLA2	CHOL
CUSTOM	adrenal gland HPA_RA	0.013527174	0.05020429	0.380730401	-0.99431919	-1.312465015	1	NOV	CHOL
CUSTOM	b cell TabSap	0.245867769	0.430521665	0.124434169	-0.798579672	-1.205379541	2	CD19|FCER2	CHOL
CUSTOM	breast HPA_RA	0.561302682	0.673563218	0.070960946	0.581559728	0.965313839	3	UGT2B11|OXTR	CHOL
CUSTOM	cardiac muscle cell TabSap	0.5375	0.660542169	0.077476755	-0.616672865	-1.005464858	3	MYL4|TTN	CHOL
CUSTOM	cerebral cortex HPA_RA	0.00011833	0.001341068	0.538434096	0.644545585	2.005402815	32	GABBR2|DNM1|CTNND2|PACSIN1|FEZF2|SYT11|CMTM5|GABRD|NKAIN2|MAP2|STX1B|NRGN|KIF3C|BAALC|ICAM5|SERPINI1	CHOL
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.39959432	0.550792171	0.092259726	0.814308539	1.070747596	1	DNAH2	CHOL
CUSTOM	club cell/type i pneumocyte TabSap	0.324165029	0.508689739	0.102821843	-0.833481271	-1.100164836	1	AGER	CHOL
CUSTOM	endothelial cell TabSap	0.338742394	0.521873392	0.102080108	0.842712587	1.108096542	1	NOS3	CHOL
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.004590844	0.024803826	0.407017919	-0.943359375	-1.538116486	3	ALAS2|HBB|SLC4A1	CHOL
CUSTOM	esophagus HPA_RA	0.011041125	0.048964991	0.380730401	-0.995916918	-1.314573957	1	TGM3	CHOL
CUSTOM	fallopian tube HPA_RA	0.665289256	0.762466339	0.066284219	-0.588776562	-0.888701838	2	IMPG2	CHOL
CUSTOM	heart muscle HPA_RA	0.049802186	0.129924046	0.321775918	-0.873151965	-1.423645609	3	RD3L|MYL4	CHOL
CUSTOM	hematopoietic stem cell TabSap	0.514677104	0.640208105	0.076476705	0.489016508	0.974398187	6	DEFA3|PRTN3|MPO|ELANE	CHOL
CUSTOM	hepatocyte TabSap	0.05108055	0.129924046	0.28201335	-0.981271081	-1.295241988	1	ORM1	CHOL
CUSTOM	iDCs_D6 RNAat	0.210831721	0.377277817	0.130777138	0.711401652	1.279487897	4	F13A1|ALOX15	CHOL
CUSTOM	intestinal tuft cell TabSap	0.079150579	0.168588561	0.222056046	0.892407995	1.341513648	2	BMX|CCSER1	CHOL
CUSTOM	keratinocyte TabSap	0.016675129	0.056695437	0.352487858	-0.911665483	-1.486440636	3	TGM3|KRT1|CSTA	CHOL
CUSTOM	liver HPA_RA	0.744234801	0.790749476	0.061570676	-0.354435658	-0.784206092	9	ORM1|SERPINA1|ASGR1|ASGR2	CHOL
CUSTOM	luminal cell of prostate epithelium TabSap	0.410609037	0.554908907	0.088894529	-0.803301971	-1.060329262	1	NEFH	CHOL
CUSTOM	lung HPA_RA	0.324165029	0.508689739	0.102821843	-0.833481271	-1.100164836	1	AGER	CHOL
CUSTOM	mDCs_D7_LPS RNAat	0.729885057	0.783666062	0.058221624	0.490855634	0.814756788	3	IDO1|CCL5	CHOL
CUSTOM	macrophage TabSap	0.598455598	0.693664444	0.068151344	0.636171013	0.956325023	2	FPR3	CHOL
CUSTOM	mature conventional dendritic cell TabSap	0.038120394	0.108007783	0.321775918	0.982691284	1.292156816	1	SCN11A	CHOL
CUSTOM	melanocyte TabSap	0.379174853	0.54473007	0.093444922	-0.811290609	-1.070873972	1	MFSD12	CHOL
CUSTOM	neutrophil TabSap	2.91E-08	9.69E-07	0.733761988	-0.907434804	-2.310492957	15	ADGRG3|FCAR|MMP25|CSF3R|FCGR3B|BCL2A1|TNFRSF10C|AQP9|VNN2|MGAM|CXCR2|PROK2	ESCA
CUSTOM	nk cell TabSap	0.448275862	0.58421383	0.085784441	0.782709036	1.029196893	1	SH2D1B	CHOL
CUSTOM	pancreas HPA_RA	0.189189189	0.344594595	0.138805109	0.826837524	1.24294474	2	CEL|AMY2B	CHOL
CUSTOM	placenta HPA_RA	0.413461538	0.554908907	0.087309826	0.479757613	1.048306507	8	HBG2|IGF2	CHOL
CUSTOM	platelet TabSap	5.23E-05	0.000666525	0.557332239	0.799373113	2.05367054	15	PPBP|MPIG6B|ITGB3|RUFY1|NRGN|PF4|GP9|GP6|PF4V1|SMOX|TUBB1|PTCRA|LGALS12	CHOL
CUSTOM	prostate HPA_RA	0.584710744	0.693494138	0.072714108	-0.628756931	-0.949048377	2	ACPP	CHOL
CUSTOM	pulmonary ionocyte TabSap	0.959432049	0.959432049	0.048214971	0.525386118	0.690838786	1	STAP1	CHOL
CUSTOM	skeletal muscle HPA_RA	0.069632495	0.161420784	0.237793834	0.622590965	1.435552492	10	TNNT3|RYR1|TNNC2|ENO3|NEB	CHOL
CUSTOM	spleen HPA_RA	0.04909886	0.129924046	0.321775918	0.979495828	1.28795506	1	CD5L	CHOL
CUSTOM	stromal cell TabSap	0.005356626	0.027318791	0.407017919	0.924606796	1.534727549	3	MMP1|AKR1C1	CHOL
CUSTOM	testis HPA_RA	0.903288201	0.921353965	0.04879897	0.34495568	0.620418319	4	ODF3|CMTM2	CHOL
CUSTOM	thymocyte TabSap	0.702479339	0.762507188	0.063642408	-0.569860976	-0.860150572	2	SLAMF1	CHOL
CUSTOM	thyroid gland HPA_RA	0.077079108	0.168588561	0.23112671	0.968311734	1.273248912	1	TG	CHOL
CUSTOM	ACC TCGA	0.361445783	0.505033834	0.097544922	0.803876245	1.084083476	1	NR5A1	COAD
CUSTOM	ALL TCGA	0.108856089	0.235674677	0.183023938	-0.698428508	-1.393859862	6	C1orf228|LILRA2|VPREB3|LAPTM5|PAX5	COAD
CUSTOM	AML TCGA	0.02758899	0.08276697	0.352487858	-0.365054732	-1.377973501	87	FCAR|AHSP|HBM|CA1|RPL34|CFP|UTP23|ZNF668|FOXP1|ANKRD49|RPS28|CDADC1|EEF2|H3F3B|U2SURP|TFAM|MXD1|UBE2B|TERF1|NOL7|PTPRE|SNRPA1|GYPB|MED30|PSTPIP1|ARID4B	COAD
CUSTOM	Adipose Tissue GTEX	0.14893617	0.276208897	0.166933849	0.727987244	1.314211079	4	FABP4|PPARG|ADGRL4	COAD
CUSTOM	Adrenal Gland GTEX	0.531986532	0.645983646	0.067206509	-0.255725148	-0.962021504	86	LRRN3|NOV|SGSH|PORCN|KCNQ1|TM7SF2|SREBF1	COAD
CUSTOM	Alveolar_macrophage_4 RNAat	0.403809524	0.538316946	0.088094501	-0.735573931	-1.086894426	2	FOLR3|CAMP	COAD
CUSTOM	Bladder GTEX	0.276150628	0.446783473	0.117249717	0.778313884	1.163662151	2	ABCC4|PLA2G4A	COAD
CUSTOM	Blood GTEX	0.002910226	0.019789536	0.431707696	-0.345762918	-1.483598059	196	NFKBID|ADAM8|IL2RG|C16orf54|P2RY8|BCL2A1|CYTIP|CD86|EVI2B|SAMSN1|SORL1|ITGB2|CD53|LCK|CD300A|CD48|CHST11|PTPRC|SP110|LAT2|ISG20|ICAM3|RNASET2|LITAF|C15orf39|TAP1|HSH2D|TRAF3IP3|IRF5|IRF7|UBALD2|SLC15A4|S1PR4|LPXN|ACAP1|TLR6|DENND1C|CXorf38|PLXNC1|TLR1|ARHGAP15|SEMA4A|CCNK|LSP1|LIMD2|PIK3R5|TNFRSF8|PSMB10|SMAP2|GPR132|RNF113A|STK17A|ARL11|SPN|PREX1|ELF4|CYTH1|RBM22|PLAC8|PSME1|TRPV2|WAS|UBA52|NCF1|PAK1|CEACAM21|MICB|HCLS1|MYO1G|ITGAL|UNC119|MX2|LAPTM5|MOB3A|DEF6|ANKRD44	COAD
CUSTOM	Blood Vessel GTEX	4.43E-05	0.000645299	0.557332239	0.734891215	2.13537489	19	MRVI1|ITGB5|CYB5R3|CCDC3|MYH9|ATL3|PPP1R14A|LTBP1|FOXC1|TBXA2R|PLS3|PRKG1|IGFBP7	COAD
CUSTOM	Brain GTEX	5.67E-06	0.000137699	0.610526878	0.557829324	2.100404569	61	EFR3B|SYT11|CADM2|GFAP|RAB6B|WASF3|SEPT4|NRXN2|CDIP1|MAP1A|STX1B|KIF3C|GNAO1|MLC1|CLIP2|MTURN|ABI2|MAP2|CTNND2|CLEC2L|DNM3|MTSS1L|FAM107A|TRIM2|APC2	COAD
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.64484127	0.722789116	0.065831196	-0.698524182	-0.91619239	1	HEMGN	COAD
CUSTOM	CCSK TCGA	0.143812709	0.276208897	0.149207542	-0.33326196	-1.205082832	67	MTRNR2L1|HIST2H2AC|ADAMTS17|HIST1H1D|HIST2H2BF|HIST1H2BL|SESN3|HIST1H2BN|HIST2H3D|HIST1H1E|HIST1H2AI|SDK2|HIST1H1T|AFF2|HIST2H2AB|NLGN1|HIST1H3J|SPATA6|KCTD12|HIST4H4|DDHD1|ZPBP|HIST1H4H|HIST1H2BC|ARHGAP42	COAD
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.121904762	0.250603448	0.175204048	-0.875344536	-1.293421446	2	FCRL5|COL19A1	COAD
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.831914894	0.897170432	0.057005953	0.415347679	0.688528806	3	C9orf172|SH2D1B	COAD
CUSTOM	DLBC TCGA	0.000895017	0.007022437	0.477270815	-0.524150324	-1.794809385	50	DUSP2|CD27|CD19|FCRLA|CD79A|BCL2A1|MS4A1|SIT1|CD53|CD48|POU2AF1|NFKBIE|RELB|SP140|FCRL3|LPXN|CD79B	COAD
CUSTOM	ESCA TCGA	0.53968254	0.647619048	0.074738523	-0.753111664	-0.987789962	1	ZBTB7A	COAD
CUSTOM	GBM TCGA	0.122844828	0.250603448	0.186432558	0.705745188	1.38068483	5	PSRC1|POU3F2|SCRG1|BAALC	COAD
CUSTOM	HNSC TCGA	0.819444444	0.897170432	0.054455595	-0.603751778	-0.791887809	1	KRT5	COAD
CUSTOM	Heart GTEX	0.01453033	0.062083573	0.380730401	0.568816077	1.677218296	21	MYOM2|POPDC2|TSPAN9|RYR2|TPM1|CORIN|PKP2|DIRAS1|FBXO40	COAD
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.210843373	0.364508883	0.133554955	0.888602418	1.198342662	1	TPO	COAD
CUSTOM	KICH TCGA	0.565055762	0.662479169	0.069119846	-0.486030578	-0.927070871	5	PVALB|CHCHD10	COAD
CUSTOM	Kidney GTEX	0.033011123	0.093531514	0.321775918	0.731667664	1.525882459	6	CYS1|PTH2R|AGRN	COAD
CUSTOM	LGG TCGA	0.001470994	0.010717245	0.455059867	0.470381472	1.727890004	56	CADM2|GFAP|KCNA2|ABAT|CMTM5|MAP1A|ACSBG1|CDH20|SNN|GRIK4|MLC1|MTURN|CTNND2|SPARCL1|SIRT2|MTSS1L|FAM107A|RTN3|RAP2A|SHISA4|SFXN5|PHACTR3|FAM168A	COAD
CUSTOM	LIHC TCGA	0.02466497	0.077919334	0.352487858	-0.64798802	-1.570981651	12	ALDOB|ORM1|ALB|F5|SERPINA1|ASGR1|ASGR2	COAD
CUSTOM	Liver GTEX	0.251760563	0.427992958	0.111918316	-0.360579971	-1.15261708	37	CES1|ORM1|ALB|SERPINA1|ASGR1|ASGR2|CYP4F3|OAF|DHODH	COAD
CUSTOM	Lung GTEX	0.080357143	0.186282468	0.237793834	0.565061057	1.461947125	13	SLC6A4|SHROOM4|RBMS2|A2M|INMT|CALCRL|ACVRL1|EPAS1|RGCC	COAD
CUSTOM	Monocytes RNAat	0.016955598	0.066518113	0.352487858	-0.955591405	-1.411995353	2	LGALS2	COAD
CUSTOM	Muscle GTEX	0.682414698	0.756590209	0.077073673	0.216471035	0.899546259	112	PFKM|MAPK12|SLC8A3|ALDOA|TNNC2|CYB5R1|PGM1|TNNT1|SCN1B|RTN2|SPTB|CACNB1|C22orf39|HIF1AN|CLIP1|TNNT3|BTBD1|CSDE1|FHL3	COAD
CUSTOM	NB TCGA	0.142506143	0.276208897	0.184706471	0.307756829	1.208429259	79	SAMD14|RIMS3|RUNDC3B|SEPT5|KIF3C|SCN9A|RTN1|MLLT11|KIAA1211|DOC2B|GSE1|KIDINS220|CACNB1|RBM4B|MPP3|ZNF821|YPEL1|NBEA|RADIL|PARP6|DBF4B|RAP1GAP2|STAC|KLC1|GDAP1|ZNF248|ZNF789	COAD
CUSTOM	Nerve GTEX	0.836734694	0.897170432	0.059731798	0.242965527	0.765951955	27	INF2|BMP8B|ITGA6|PRX|EHBP1|GAS2L3|AHR|ADD3|S100B|STARD13|CNP|SECISBP2L	COAD
CUSTOM	Ovary GTEX	0.853191489	0.897170432	0.055826472	0.294114938	0.688371156	8	SYTL4|GSTM5|MCC	COAD
CUSTOM	PCPG TCGA	0.025209196	0.077919334	0.352487858	0.556523363	1.599281142	18	APLP1|DISP2|PTPRN|SLC35D3|GNAS|BSCL2|NAP1L5|BEX1|SLC18A2	COAD
CUSTOM	PRAD TCGA	0.335766423	0.490274983	0.096240602	-0.405792829	-1.096581038	18	VIPR1|MARC1|PDE9A|ACPP|NAAA	COAD
CUSTOM	Pancreas GTEX	0.018380378	0.069436985	0.352487858	0.36713413	1.471235345	89	NEURL3|CEL|SRPRA|SPSB4|TRHDE|P4HB|HOMER2|DAP|TPST2|RPH3AL|GRB10|KIAA1549|LGR4|PSEN2|SSR4|TC2N|XPNPEP1|MYO5C|BACE1|BCAT1|SEC61A1|SSFA2|SEL1L|DNMT3B|KSR1|PGM3	COAD
CUSTOM	Pituitary GTEX	0.166666667	0.298245614	0.160801401	0.419922131	1.271081417	23	SLC22A17|POMC|PTPRN|GNAS|BSCL2|PLD3|BEX1|TBX19|RTL5|AHI1|SYNGAP1	COAD
CUSTOM	READ TCGA	0.02037514	0.071232329	0.352487858	-0.951720459	-1.406275588	2	TRABD2A|GPA33	COAD
CUSTOM	Salivary Gland GTEX	0.428571429	0.546428571	0.087051587	-0.807788051	-1.059504143	1	SLPI	COAD
CUSTOM	Skin GTEX	0.317991632	0.490274983	0.10797236	0.764270423	1.142665681	2	TMEM45A|DEGS1	COAD
CUSTOM	Spleen GTEX	0.014859226	0.062083573	0.380730401	-0.40003488	-1.46798701	75	CD19|DLL1|FCRL5|CD8A|FCRLA|GDPD5|FCRL1|MPEG1|FCRL2|MS4A1|TNFRSF13B|POU2AF1|CERKL|CNR2|GRAP|LILRB1|FCRL3|BTN3A3|CD79B|FGD2|CD1C|FAM129C|EXOC3L1|SCIMP|GIMAP7|PDLIM2	COAD
CUSTOM	TGCT TCGA	0.280334728	0.446783473	0.116234149	0.77727394	1.162107324	2	SPSB2|PHC1	COAD
CUSTOM	THCA TCGA	0.036147304	0.099649324	0.321775918	0.822976032	1.485691168	4	ATP13A4|TPO|TG	COAD
CUSTOM	Testis GTEX	0.160714286	0.292729592	0.164405756	0.501569972	1.297680611	13	MAEL|MEX3B|GTSF1|TEX14|NUP210L	COAD
CUSTOM	Thyroid GTEX	0.007056256	0.042337538	0.407017919	0.612029084	1.758787927	18	SLC26A4|ATP13A4|MPPED2|PKHD1L1|EPOR|DGKI|TPO|TG	COAD
CUSTOM	UVM TCGA	0.424657534	0.546428571	0.095603149	0.348571341	1.027801877	21	RAB38|ACCSL|ST3GAL4|CLCN7|CDK2|TBC1D16|RASGRP3|RENBP|PIP4K2A|MITF	COAD
CUSTOM	Uterus GTEX	0.981927711	0.981927711	0.046694804	0.508623755	0.685914794	1	SLC37A3	COAD
CUSTOM	WT TCGA	0.403017241	0.538316946	0.095287985	0.545748662	1.067675574	5	NREP|TMSB15A|KLHL14	COAD
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.503968254	0.619334481	0.078295525	-0.769025605	-1.00866287	1	GZMB	COAD
CUSTOM	adipose tissue HPA_RA	0.561904762	0.662479169	0.070619625	-0.665688628	-0.983630916	2	PNPLA2|LIPE	COAD
CUSTOM	adrenal gland HPA_RA	0.009673775	0.049336252	0.380730401	-0.995465861	-1.305664527	1	NOV	COAD
CUSTOM	b cell TabSap	0.085714286	0.194285714	0.211400189	-0.895091163	-1.322599341	2	CD19	COAD
CUSTOM	breast HPA_RA	0.941422594	0.960251046	0.050498304	0.405619276	0.606444019	2	OXTR|UGT2B28	COAD
CUSTOM	cardiac muscle cell TabSap	0.058270677	0.148590226	0.257206466	-0.863033989	-1.407818949	3	MYL4|TTN	COAD
CUSTOM	cerebral cortex HPA_RA	9.35E-06	0.000158931	0.593325476	0.648431446	2.199845732	34	APLP1|SYT11|CADM2|DNM1|GFAP|NKAIN2|ICAM5|CMTM5|NRGN|STX1B|KIF3C|GABRD|SERPINI1|MAP2|CTNND2|PCDH9|ERC2|POU3F2|APC2|STX1A|MBP	COAD
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.104417671	0.231534835	0.195789002	0.949857752	1.280949774	1	DNAH2	COAD
CUSTOM	club cell/type i pneumocyte TabSap	0.341269841	0.490274983	0.100279107	-0.84752845	-1.111628109	1	AGER	COAD
CUSTOM	endothelial cell TabSap	0.319277108	0.490274983	0.105125132	0.824502134	1.111898934	1	NOS3	COAD
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.000411673	0.003499217	0.498493109	-0.975635782	-1.591499939	3	ALAS2|HBB|SLC4A1	COAD
CUSTOM	esophagus HPA_RA	0.028645014	0.083479757	0.352487858	-0.987375533	-1.29505316	1	TGM3	COAD
CUSTOM	fallopian tube HPA_RA	0.627615063	0.711297071	0.069779252	0.622477105	0.930669569	2	PRR29|IMPG2	COAD
CUSTOM	heart muscle HPA_RA	0.010283952	0.049950626	0.380730401	-0.905959301	-1.477840603	3	MYL4|RD3L	COAD
CUSTOM	hematopoietic stem cell TabSap	0.060869565	0.151431601	0.271288555	0.726961255	1.516067311	6	PRTN3|MPO|ELANE|DEFA4|AZU1	COAD
CUSTOM	hepatocyte TabSap	0.020333597	0.071232329	0.352487858	-0.990753912	-1.29948428	1	ORM1	COAD
CUSTOM	iDCs_D6 RNAat	0.604255319	0.700386847	0.072535186	0.493221429	0.890396186	4	F13A1|ALOX15	COAD
CUSTOM	intestinal tuft cell TabSap	0.456066946	0.574306524	0.086539974	0.700441543	1.047234708	2	BMX|CCSER1	COAD
CUSTOM	keratinocyte TabSap	0.020950685	0.071232329	0.352487858	-0.885826071	-1.444998395	3	TGM3|KRT1|CSTA	COAD
CUSTOM	liver HPA_RA	0.11090573	0.235674677	0.181383128	-0.623844085	-1.390515045	9	ORM1|ALB|SERPINA1|ASGR1|ASGR2	COAD
CUSTOM	luminal cell of prostate epithelium TabSap	0.361111111	0.505033834	0.09688777	-0.841838549	-1.104165169	1	NEFH	COAD
CUSTOM	lung HPA_RA	0.341269841	0.490274983	0.100279107	-0.84752845	-1.111628109	1	AGER	COAD
CUSTOM	mDCs_D7_LPS RNAat	0.904135338	0.931533379	0.047448319	-0.376093735	-0.613500619	3	RSAD2	COAD
CUSTOM	macrophage TabSap	0.265873016	0.437403994	0.116234149	-0.876066856	-1.149059413	1	CLEC10A	COAD
CUSTOM	mature conventional dendritic cell TabSap	0.043171774	0.115882129	0.321775918	0.981863442	1.324111691	1	SCN11A	COAD
CUSTOM	melanocyte TabSap	0.146825397	0.276208897	0.161978949	-0.927098151	-1.215992648	1	MFSD12	COAD
CUSTOM	neutrophil TabSap	2.54E-08	1.30E-06	0.733761988	-0.91558289	-2.299042972	15	ADGRG3|FCAR|MMP25|CSF3R|FCGR3B|MGAM|BCL2A1|VNN2|AQP9|PROK2|TNFRSF10C|RPH3A|CXCR2	CHOL
CUSTOM	nk cell TabSap	0.977911647	0.981927711	0.046881986	0.510668563	0.688672361	1	SH2D1B	COAD
CUSTOM	pancreas HPA_RA	0.39958159	0.538316946	0.094050347	0.728994629	1.089924612	2	CEL	COAD
CUSTOM	placenta HPA_RA	0.411654135	0.538316946	0.086286563	-0.481470696	-1.045243229	8	FCGR2B|SIGLEC6|TFPI2	COAD
CUSTOM	platelet TabSap	1.78E-06	9.07E-05	0.643551836	0.827090634	2.254889791	15	MPIG6B|ITGB3|NRGN|GP6|GP9|PF4|RUFY1|PPBP|SMOX|TUBB1|LGALS12|PF4V1|CLEC1B|PTCRA	COAD
CUSTOM	prostate HPA_RA	0.851428571	0.897170432	0.050805414	-0.4839936	-0.715155778	2	ACPP	COAD
CUSTOM	pulmonary ionocyte TabSap	0.408730159	0.538316946	0.089710465	-0.821301565	-1.077228623	1	STAP1	COAD
CUSTOM	skeletal muscle HPA_RA	0.618942731	0.709350097	0.07307444	0.359674851	0.875632376	10	TNNC2|TNNT3|FHL3|NEB|JSRP1|RYR1	COAD
CUSTOM	spleen HPA_RA	0.261044177	0.436500099	0.118287526	0.852596017	1.149785505	1	CD5L	COAD
CUSTOM	stromal cell TabSap	0.022122847	0.072791304	0.352487858	0.889205051	1.474050109	3	MMP1|AKR1C1|SERPINE2	COAD
CUSTOM	testis HPA_RA	0.329787234	0.490274983	0.106729884	0.631077411	1.139262992	4	ODF3|CMTM2	COAD
CUSTOM	thymocyte TabSap	0.188571429	0.331625616	0.138022242	-0.843137702	-1.245832173	2	SLAMF1	COAD
CUSTOM	thyroid gland HPA_RA	0.065957447	0.160182371	0.257206466	0.840387693	1.393124758	3	SLC26A4|TPO|TG	COAD
CUSTOM	ACC TCGA	0.385685885	0.556489634	0.093145458	0.805428648	1.074450031	1	NR5A1	DLBC
CUSTOM	ALL TCGA	0.381930185	0.556489634	0.095603149	-0.54582506	-1.093611905	6	LILRA2|VPREB3|C1orf228|LAPTM5	DLBC
CUSTOM	AML TCGA	0.155963303	0.308868502	0.169570644	0.300803904	1.160635337	86	HBG2|DEFA3|CEACAM8|MTRF1L|TSPAN32|MPO|DEFA4|ELANE	DLBC
CUSTOM	Adipose Tissue GTEX	0.32480315	0.52689506	0.102821843	0.63752053	1.165398502	4	PPARG|FABP4|ADGRL4	DLBC
CUSTOM	Adrenal Gland GTEX	0.427549195	0.59975651	0.081526514	-0.275809333	-1.017285113	85	LRRN3|NOV|SGSH|KCNQ1|PORCN|QPCT|KLHDC8B|SREBF1|DLK1|TRUB1|SLC8B1|AKAP7|PLBD2|TM7SF2|SOAT1	DLBC
CUSTOM	Alveolar_macrophage_4 RNAat	0.707865169	0.811868181	0.058593757	0.562345987	0.855277752	2	CAMP	DLBC
CUSTOM	Bladder GTEX	0.786516854	0.854174218	0.05367696	0.519126821	0.789545281	2	ABCC4|PLA2G4A	DLBC
CUSTOM	Blood GTEX	0.013566206	0.06228122	0.380730401	-0.331440792	-1.384070696	196	ADAM8|IL2RG|P2RY8|C16orf54|CD86|CYTIP|EVI2B|RNASET2|CHST11|CD48|CD300A|ITGB2|SAMSN1|IRF7|BCL2A1|CD53|SEMA4A|PTPRC|PLXNC1|SLC15A4|LCK|LITAF|ICAM3|TNFRSF8|SORL1|HSH2D|S1PR4|LSP1|PAK1|TLR1|TLR6|STK17A|CEACAM21|SP110|TRAF3IP3|TAP1|PIK3R5|C15orf39|UBALD2|PLAC8|CCNK|ARHGAP15|LAPTM5|SPN|UBA52|PREX1|NFKBID|PIAS1|PSMB9|ITGAL|LAT2|RNF113A|CXorf38|PTPN22|MX2|RGS19|CYTH1|GPR132|RHOG|TREML2|ISG20|UNC119|TNIP1|ZC3HAV1|IL27RA|SNX20|PSMB10|TRPV2|TRIM38|MICB|VTI1A|NRROS|PPP1R18	DLBC
CUSTOM	Blood Vessel GTEX	0.002074912	0.016120466	0.431707696	0.642383667	1.87720352	22	MRVI1|MYH9|ITGB5|CYB5R3|ARHGEF17|BGN|CCDC3|TBXA2R|PLS3|FOXC1|ATL3|LTBP1|MFGE8	DLBC
CUSTOM	Brain GTEX	0.00788789	0.049068512	0.380730401	0.447409005	1.591801444	57	SEPT4|SYT11|MAP2|GFAP|CADM2|CLEC2L|MLC1|APC2|CDIP1|TRIM2|RAB6B|KIF3C|WASF3|CLIP2|MAP1A|CTNND2|STX1B|MTURN|ABI2|APBA2|SEPT8	DLBC
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.346693387	0.535915839	0.099927697	-0.839559258	-1.116888525	1	HEMGN	DLBC
CUSTOM	CCSK TCGA	0.065739096	0.184434686	0.287805131	-0.39940835	-1.411408162	66	ADAMTS17|ZPBP|MTRNR2L12|HIST1H1T|SESN3|HOMER1|NLGN1|HIST2H2AC|ZNF208|MTRNR2L1|KCTD12|HIST1H1D|HIST1H2BD|HIST1H2BN|CHST8|HIST2H2BF|SPATA6|HIST1H4H|HIST1H2BC|HIST2H3D|HIST1H2BJ|CDH23|HECW2	DLBC
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.414529915	0.5896834	0.093145458	-0.707246946	-1.084882777	2	COL19A1	DLBC
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.43503937	0.601903786	0.085784441	0.621242822	1.05175222	3	C9orf172|SH2D1B	DLBC
CUSTOM	DLBC TCGA	0.899628253	0.917802561	0.047164246	-0.228959894	-0.764204221	50	CD27|CD48|BCL2A1|CD53|CD19	DLBC
CUSTOM	ESCA TCGA	0.691382766	0.811868181	0.062939469	-0.653050255	-0.868770523	1	ZBTB7A	DLBC
CUSTOM	GBM TCGA	0.179133858	0.341368296	0.144630528	0.764687528	1.294601363	3	PSRC1|SCRG1	DLBC
CUSTOM	HNSC TCGA	0.025334307	0.088233275	0.352487858	-0.988981457	-1.315668941	1	KRT5	DLBC
CUSTOM	Heart GTEX	0.1995842	0.373296373	0.140406239	0.43934133	1.233805017	19	PKP2|SLC25A4|TSPAN9|TPM1|DIRAS1|RYR2	DLBC
CUSTOM	KICH TCGA	0.667322835	0.811868181	0.063784539	0.424119921	0.828016511	5	ESRRA|PVALB|CHCHD10|TBC1D1	DLBC
CUSTOM	Kidney GTEX	0.019289996	0.074934214	0.352487858	0.810606707	1.582561212	5	PTH2R|GALNT14|AGRN|PRKAB1	DLBC
CUSTOM	LGG TCGA	0.017906178	0.073281013	0.352487858	0.433750945	1.549996217	56	KCNA2|ABAT|GFAP|CADM2|ACSBG1|MLC1|CDH20|CMTM5|CNP|RASGEF1C|GRIK4|MAP1A|SNN|CTNND2|MTURN|SEPT8|B3GAT1|FAM168A|ATP1B2|PHLPP1|RTN3|ALDOC|SIRT2|RASSF2|SPARCL1|PEA15	DLBC
CUSTOM	LIHC TCGA	0.001470015	0.013497407	0.455059867	-0.783398486	-1.876492009	11	SERPINA1|ORM1|F5|ALB|ALDOB|ASGR2|ASGR1	DLBC
CUSTOM	Liver GTEX	0.008455415	0.049068512	0.380730401	-0.513511347	-1.595153768	35	SERPINA1|ORM1|CES1|ALB|ASGR2|ASGR1|OAF|CYP4F3|ATF5|HPD|C19orf66	DLBC
CUSTOM	Lung GTEX	0.697542533	0.811868181	0.059731798	-0.33849889	-0.828788959	12	FCN3|AGER	DLBC
CUSTOM	Monocytes RNAat	0.08974359	0.232412886	0.219250347	-0.880678399	-1.350918279	2	LGALS2	DLBC
CUSTOM	Muscle GTEX	0.072941176	0.199109698	0.257206466	0.317301743	1.272033493	111	CLTCL1|PFKM|TNNT1|SCN1B|FHL3|ALDOA|CYB5R1|SLC8A3|PGM1|SPTB|C22orf39|RTN2|RYR1|AIMP2|CACNB1|HIF1AN|VPS4A|YBX3|CIPC|UTP11|USP13|NEB|TTN|TNNT3|BTBD1|KEAP1|ALKBH5|TNNC2|CSDE1|TMEM11|UBE2D4|NPLOC4	DLBC
CUSTOM	NB TCGA	0.088636364	0.232412886	0.227987203	0.337670271	1.271509506	75	SAMD14|SEPT5|RADIL|FBXO41|RTN1|CBX8|KIF3C|TSTD2|RIMS3|QRICH2|ZKSCAN2|GSE1|GDAP1|ZNF789|MLLT11|YPEL1|MTMR4|DBF4B|KIAA1211|DOC2B|CACNB1|STAC|CPSF4|NBEA|KIDINS220|PARP6|RBM4B|RAP1GAP2	DLBC
CUSTOM	Nerve GTEX	0.703488372	0.811868181	0.060509299	-0.284375177	-0.843951004	27	SLC2A1|RELN|ST6GALNAC2|PLEKHA4|USP53	DLBC
CUSTOM	Ovary GTEX	0.269461078	0.453592814	0.115734448	-0.554238862	-1.200131269	8	BST2|GSTM5|ACSM3|HNRNPA1|C6orf48	DLBC
CUSTOM	PCPG TCGA	0.770750988	0.854174218	0.057125851	-0.295798953	-0.784267476	17	LIN7B|CYB561|DLK1|GCH1	DLBC
CUSTOM	PRAD TCGA	0.205533597	0.377434423	0.134273453	-0.455143074	-1.206745008	17	VIPR1|PDE9A|CPNE4|NAAA|MARC1	DLBC
CUSTOM	Pancreas GTEX	0.112412178	0.252302888	0.204294757	0.316158099	1.223770486	89	NEURL3|SRPRA|BCAT1|TRHDE|MYO5C|P4HB|RPH3AL|DAP|SPSB4|TPST2|CEL|HOMER2|PSEN2|GRB10|KIAA1549|GMNN|SSR4|SEC61A1|PGM3|ZNF710|FANCF|XPNPEP1|KSR1|NLE1|HDLBP|SSFA2|ENKD1	DLBC
CUSTOM	Pituitary GTEX	0.263048017	0.450302537	0.120433372	0.381120298	1.12945346	23	SLC22A17|POMC|PTPRN|BSCL2|SYNGAP1|PLD3|GNAS	DLBC
CUSTOM	READ TCGA	0.106837607	0.250944146	0.199915231	-0.869623247	-1.333960209	2	TRABD2A	DLBC
CUSTOM	Salivary Gland GTEX	0.644194757	0.811868181	0.063079041	0.592831479	0.901643448	2	TCN1	DLBC
CUSTOM	Skin GTEX	0.782051282	0.854174218	0.060118614	-0.487138862	-0.74724757	2	DEGS1	DLBC
CUSTOM	Spleen GTEX	0.001411092	0.013497407	0.455059867	-0.47571378	-1.715850289	75	DLL1|CERKL|CD8A|CD1C|P2RY6|LILRA4|GDPD5|C1QA|CR2|FCER2|MS4A7|TNFRSF13B|CD19|SCIMP|CD163L1|BTN3A3|LILRB1|STAB2|MPEG1|GIMAP7|FCRL1|DNASE1L3|FCRL2|PDLIM2|SEMA7A|GIMAP1	DLBC
CUSTOM	TGCT TCGA	0.458801498	0.617852684	0.080202344	0.681285788	1.03617451	2	SPSB2|PHC1	DLBC
CUSTOM	THCA TCGA	0.169291339	0.328815869	0.149207542	0.769742404	1.303159172	3	ATP13A4|DAPK2|TG	DLBC
CUSTOM	Testis GTEX	0.493358634	0.655647658	0.077073673	-0.387001354	-0.975290715	13	ZPBP|TKTL1|HSF5|TAF7L|PHF7|ZCWPW1|MORC1	DLBC
CUSTOM	Thyroid GTEX	0.141129032	0.290898618	0.166933849	0.485847495	1.329549002	16	ATP13A4|PKHD1L1|EPOR|PBX4|MPPED2|HIRA|MROH1|SLC25A29|TG|DGKI	DLBC
CUSTOM	UVM TCGA	0.973025048	0.973025048	0.045224744	-0.199145534	-0.561437376	20	ST6GALNAC2|FAM210B	DLBC
CUSTOM	Uterus GTEX	0.328657315	0.52689506	0.103197467	-0.84780077	-1.127852432	1	SLC37A3	DLBC
CUSTOM	WT TCGA	0.381889764	0.556489634	0.093145458	0.561161394	1.095564901	5	NREP|TMSB15A|KLHL14|NR2F2|ZNF516	DLBC
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.875751503	0.911864967	0.051845762	-0.554420855	-0.737561148	1	GZMB	DLBC
CUSTOM	adipose tissue HPA_RA	0.647435897	0.811868181	0.069283647	-0.596129726	-0.914434309	2	PNPLA2|LIPE	DLBC
CUSTOM	adrenal gland HPA_RA	0.36965812	0.556489634	0.099927697	-0.728854337	-1.118027475	2	NOV	DLBC
CUSTOM	b cell TabSap	0.350202429	0.535915839	0.099927697	-0.679622117	-1.158520093	3	FCER2|CD19	DLBC
CUSTOM	breast HPA_RA	0.098290598	0.248183761	0.208955028	-0.877978857	-1.346777312	2	OXTR|UGT2B28	DLBC
CUSTOM	cardiac muscle cell TabSap	0.261811024	0.450302537	0.116739205	0.71380353	1.208455728	3	MYL4|TTN	DLBC
CUSTOM	cerebral cortex HPA_RA	0.000607244	0.007201852	0.477270815	0.614024623	1.899833943	30	DNM1|SYT11|MAP2|GFAP|CADM2|GABRD|APC2|CMTM5|NRGN|KIF3C|CNP|GABBR2|CTNND2|STX1B|ICAM5|FEZF2	DLBC
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.502982107	0.659755751	0.078502905	0.758667025	1.012069549	1	DNAH2	DLBC
CUSTOM	club cell/type i pneumocyte TabSap	0.106212425	0.250944146	0.193813303	-0.945176028	-1.257393387	1	AGER	DLBC
CUSTOM	endothelial cell TabSap	0.687872763	0.811868181	0.062800398	0.656812685	0.87619482	1	NOS3	DLBC
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.000641749	0.007201852	0.477270815	-0.973479079	-1.659444336	3	ALAS2|HBB|SLC4A1	DLBC
CUSTOM	esophagus HPA_RA	0.009919875	0.052731966	0.380730401	-0.995431336	-1.32424939	1	TGM3	DLBC
CUSTOM	fallopian tube HPA_RA	0.717948718	0.811868181	0.064214088	-0.541943923	-0.831315896	2	PRR29	DLBC
CUSTOM	heart muscle HPA_RA	0.214574899	0.387001157	0.132846301	-0.74946454	-1.27757721	3	RD3L|NPPA	DLBC
CUSTOM	hematopoietic stem cell TabSap	0.000509295	0.007201852	0.477270815	0.890704356	1.82544322	6	DEFA3|MPO|DEFA4|ELANE|PRTN3|AZU1	DLBC
CUSTOM	hepatocyte TabSap	0.024434875	0.088140083	0.352487858	-0.990056436	-1.317099015	1	ORM1	DLBC
CUSTOM	iDCs_D6 RNAat	0.653846154	0.811868181	0.06613262	-0.448942827	-0.827903638	4	CD1C|ALOX15|CD200R1	DLBC
CUSTOM	intestinal tuft cell TabSap	0.34082397	0.535915839	0.09688777	0.738141995	1.122647695	2	BMX|CCSER1	DLBC
CUSTOM	keratinocyte TabSap	0.008061468	0.049068512	0.380730401	-0.940686318	-1.603544048	3	TGM3|KRT1|CSTA	DLBC
CUSTOM	liver HPA_RA	0.014529326	0.063802691	0.380730401	-0.739362468	-1.656422915	9	SERPINA1|ORM1|ALB|ASGR2|ASGR1	DLBC
CUSTOM	luminal cell of prostate epithelium TabSap	0.06012024	0.178592479	0.261663522	-0.967750605	-1.287424961	1	NEFH	DLBC
CUSTOM	lung HPA_RA	0.106212425	0.250944146	0.193813303	-0.945176028	-1.257393387	1	AGER	DLBC
CUSTOM	mDCs_D7_LPS RNAat	0.01258181	0.061644869	0.380730401	-0.930465498	-1.586121093	3	RSAD2|IDO1	DLBC
CUSTOM	macrophage TabSap	0.018138865	0.073281013	0.352487858	-0.992833468	-1.320793376	1	CLEC10A	DLBC
CUSTOM	mature conventional dendritic cell TabSap	0.030786883	0.103649172	0.352487858	0.987189824	1.316921293	1	SCN11A	DLBC
CUSTOM	melanocyte TabSap	0.150300601	0.303607214	0.160801401	-0.925288901	-1.230937001	1	MFSD12	DLBC
CUSTOM	neutrophil TabSap	3.82E-08	1.99E-06	0.719512826	-0.907775942	-2.304006927	15	FCAR|ADGRG3|CSF3R|MMP25|AQP9|FCGR3B|MGAM|TNFRSF10C|VNN2|BCL2A1|CXCR2|PROK2	PRAD
CUSTOM	nk cell TabSap	0.813121272	0.8644763	0.05490737	0.588999373	0.785731171	1	SH2D1B	DLBC
CUSTOM	pancreas HPA_RA	0.805555556	0.8644763	0.058718588	-0.470830576	-0.722231444	2	AMY2B	DLBC
CUSTOM	placenta HPA_RA	0.251497006	0.445635046	0.120433372	0.551299375	1.219201869	8	HBG2|IGF2|HLA-G|HBG1|CYP19A1	DLBC
CUSTOM	platelet TabSap	0.001728244	0.014546053	0.455059867	0.700881759	1.876595311	15	ITGB3|MPIG6B|PPBP|NRGN|GP6|PF4|SMOX|GP9|LGALS12|TUBB1|RUFY1|PTCRA	DLBC
CUSTOM	prostate HPA_RA	0.891025641	0.917802561	0.054008827	-0.40116602	-0.615369368	2	ACPP	DLBC
CUSTOM	pulmonary ionocyte TabSap	0.967935872	0.973025048	0.047258734	-0.512675804	-0.682026571	1	STAP1	DLBC
CUSTOM	skeletal muscle HPA_RA	0.693920335	0.811868181	0.064940768	0.360959322	0.848194222	10	FHL3|RYR1|NEB|TNNT3|TNNC2	DLBC
CUSTOM	spleen HPA_RA	0.723446894	0.811868181	0.060771945	-0.63432769	-0.843863385	1	CD5L	DLBC
CUSTOM	stromal cell TabSap	0.11023622	0.252302888	0.188204146	0.804663478	1.362279883	3	MMP1|SERPINE2	DLBC
CUSTOM	testis HPA_RA	0.83805668	0.881705466	0.054343439	-0.362802434	-0.669050573	4	ZPBP	DLBC
CUSTOM	thymocyte TabSap	0.138888889	0.290898618	0.173747839	-0.846945918	-1.299174277	2	SLAMF1	DLBC
CUSTOM	thyroid gland HPA_RA	0.64612326	0.811868181	0.065831196	0.681537221	0.909177604	1	TG	DLBC
CUSTOM	ACC TCGA	0.45030426	0.55941358	0.085535695	0.778862517	1.035178982	1	NR5A1	ESCA
CUSTOM	ALL TCGA	0.016605937	0.061506766	0.352487858	-0.833344992	-1.643750526	6	C1orf228|LILRA2|VPREB3	ESCA
CUSTOM	AML TCGA	0.010311803	0.042965848	0.380730401	-0.407132516	-1.509183233	86	FCAR|CA1|HBM|AHSP|CFP|MXD1|AZU1|RPL34|FOXP1|DEFA4|H3F3B|PADI4|ANKRD13D|RPS28|MED30|UBE2B|ARID4B|EEF2|SRRM1|CDADC1|SLC25A36|PTPRE|ANKRD49	ESCA
CUSTOM	Adipose Tissue GTEX	0.000142531	0.001425306	0.518848078	0.962082925	1.706173853	4	FABP4|PPARG|ADGRL4	ESCA
CUSTOM	Adrenal Gland GTEX	0.400369004	0.513293594	0.086794976	-0.27871929	-1.026127075	84	LRRN3|NOV|QPCT|SGSH|KCNQ1|PLBD2|PORCN|SREBF1|TM7SF2|SLC8B1|SCARB1	ESCA
CUSTOM	Alveolar_macrophage_4 RNAat	0.053045187	0.136013299	0.276500599	-0.978145992	-1.309647383	1	FOLR3	ESCA
CUSTOM	Bladder GTEX	0.453125	0.55941358	0.083129129	0.693655042	1.042321871	2	ABCC4|PLA2G4A	ESCA
CUSTOM	Blood GTEX	2.92E-05	0.000417047	0.575610261	-0.424139655	-1.764093496	196	NFKBID|ADAM8|BCL2A1|C16orf54|IL2RG|P2RY8|CD86|EVI2B|CYTIP|CHST11|CD53|PTPRC|LAT2|ITGB2|CD48|SAMSN1|SP110|IRF7|LITAF|PLXNC1|SORL1|IRF5|HSH2D|SLC15A4|ICAM3|ISG20|PAK1|NCF1|UBALD2|SEMA4A|C15orf39|S1PR4|MICB|ACAP1|TRAF3IP3|PIK3R5|RNASET2|RNF113A|LCK|CD300A|LSP1|TLR1|SMAP2|MOB3A|MX2|TAP1|LIMD2|LPXN|CXorf38|UNC119|CEACAM21|STK17A|TLR6|TNIP1|PPP1R18|WAS|LAPTM5	ESCA
CUSTOM	Blood Vessel GTEX	2.00E-07	5.01E-06	0.690132459	0.800894043	2.252487306	22	CCDC3|SULF1|BGN|IGFBP7|MRVI1|EFEMP1|PLS3|MYH9|CYB5R3|MYH10|FOXC1|ITGB5|PPP1R14A|ATL3	ESCA
CUSTOM	Brain GTEX	0.000259712	0.002164264	0.498493109	0.538292346	1.897487027	58	GFAP|SYT11|BAALC|FAM107A|SEPT4|CDIP1|RAB6B|TRIM2|MAP1A|WASF3|STX1B|MLC1|KIF3C|MAP2|APC2|ABI2|CADM2|CTNND2|GNAO1|MTURN|NAP1L3|KBTBD11|CLEC2L|FAM168A|PDZD4|DPYSL2|DNM3|ATP9A|CLIP2|MTSS1L|ALDOC|APBA2	ESCA
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.691552063	0.751687025	0.061976274	-0.638871473	-0.855390054	1	HEMGN	ESCA
CUSTOM	CCSK TCGA	0.204238921	0.318509258	0.132846301	-0.328092044	-1.160170362	65	MTRNR2L1|ADAMTS17|HIST2H3D|AFF2|HIST2H2BF|HIST2H2AC|HIST1H1D|HIST1H3J|SESN3|HIST1H2AI|HIST4H4|HIST1H2BL|SPATA6|HIST1H4H|HIST1H1E|KCTD12|NLGN1|HIST1H2BD|HIST1H1B|DDHD1|ZPBP|HIST1H2BN|HIST1H4A	ESCA
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.029158126	0.083030758	0.352487858	-0.955481906	-1.421133064	2	FCRL5|COL19A1	ESCA
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.10056926	0.205102962	0.193813303	0.814028487	1.35280562	3	KLRF1|C9orf172|SH2D1B	ESCA
CUSTOM	DLBC TCGA	3.74E-06	7.48E-05	0.62725674	-0.639104961	-2.115609406	50	FCRLA|BCL2A1|DUSP2|CD79A|CD19|NFKBIE|CD53|MS4A1|RELB|CD48|CD27|NCF1|POU2AF1|BLK|SIT1|CD72|CD79B|LIMD2|FCRL3|LPXN|IL21R|SP140|SLC25A19|WAS	ESCA
CUSTOM	ESCA TCGA	0.726915521	0.765174232	0.059603704	-0.626959248	-0.839440681	1	ZBTB7A	ESCA
CUSTOM	GBM TCGA	0.050880626	0.133896385	0.28201335	0.825995046	1.464833346	4	PSRC1|BAALC|SCRG1|CNN3	ESCA
CUSTOM	HNSC TCGA	0.689587426	0.751687025	0.062112419	-0.641916704	-0.859467338	1	KRT5	ESCA
CUSTOM	Heart GTEX	0.117878193	0.218292949	0.181383128	0.490067165	1.334449328	19	RYR2|TPM1|CORIN|NES|TSPAN9|PKP2|FBXO40|CRIP2	ESCA
CUSTOM	KICH TCGA	0.890946502	0.900195695	0.052269332	-0.331329657	-0.627477707	5	PVALB|CHCHD10	ESCA
CUSTOM	Kidney GTEX	0.855967078	0.882440287	0.054120057	-0.362344126	-0.686213433	5	POU3F3	ESCA
CUSTOM	LGG TCGA	0.001813749	0.010669111	0.455059867	0.503744973	1.777200584	55	SPARCL1|GFAP|GRIK4|FAM107A|SNN|FRMPD3|ABAT|CMTM5|MAP1A|B3GAT1|MLC1|CDH20|SHISA4|NDRG2|ZBTB47|CADM2|ACSBG1|CTNND2|MTURN|NAP1L3|ZCCHC24|SIRT2|FAM168A|PPP2R2B|P2RY12|MTSS1L|ALDOC|THRA|PEA15|BBS2|NACC2	ESCA
CUSTOM	LIHC TCGA	0.035826082	0.096827248	0.321775918	-0.672363133	-1.613162119	12	ORM1|SERPINA1|F5|ASGR2|ALDOB|ASGR1	ESCA
CUSTOM	Liver GTEX	0.019978702	0.064447424	0.352487858	-0.541788998	-1.653542913	34	CES1|CYP4F3|ORM1|SERPINA1|ASGR2|HPD|ASGR1|OAF	ESCA
CUSTOM	Lung GTEX	0.001551925	0.010268629	0.455059867	0.774618546	1.863527156	12	EPAS1|A2M|ACVRL1|RBMS2|FCN3|SLC6A4|CALCRL|SHROOM4	ESCA
CUSTOM	Monocytes RNAat	0.104081633	0.205102962	0.197822021	-0.892959513	-1.328140575	2	LGALS2|S100A12	ESCA
CUSTOM	Muscle GTEX	0.160751566	0.271317829	0.158514105	0.300487212	1.186852745	112	TNNT3|ALPK3|MAPK12|TNNC2|RYR1|ALDOA|SCN1B|PYGM|VPS4A|PFKM|FHL3|HIF1AN|C22orf39|SLC8A3|CYB5R1|PDE4DIP|CAND2|RTN2|TNNT1|PGM1|XIRP2|UBE2D4|NEB|CSDE1|CLIP1|NFE2L1	ESCA
CUSTOM	NB TCGA	0.013176573	0.05270629	0.380730401	0.398352178	1.482590506	77	SAMD14|ARVCF|NOVA2|RBFOX2|RIMS3|RADIL|STAC|SEPT5|ZNF789|YPEL1|GSE1|ZNF286B|DBF4B|SCN9A|ZNF248|KIF3C|RTN1|KIAA1211|TRIM3|SGSM1|MLLT11|MPP3|GDAP1|RAP1GAP2|TBKBP1|PARP6|PDZD4|KIDINS220|CDK5R1	ESCA
CUSTOM	Nerve GTEX	0.209615385	0.318509258	0.130777138	0.397091119	1.182661685	27	BMP8B|PRX|STARD13|INF2|FGFBP2|S100B|ITGA6|EPB41L2|ADD3|AHR|ZDHHC8	ESCA
CUSTOM	Ovary GTEX	0.05620155	0.140503876	0.266350657	0.676388672	1.470886754	8	NR2F2|MCC|GSTM5	ESCA
CUSTOM	PCPG TCGA	0.678936605	0.751687025	0.064794337	-0.326286078	-0.84323988	16	LIN7B|CYB561|PCSK1N	ESCA
CUSTOM	PRAD TCGA	0.197556008	0.313580965	0.139599673	-0.483348532	-1.265516891	17	MARC1|ACPP|NAAA|VIPR1|CPNE4	ESCA
CUSTOM	Pancreas GTEX	0.113839286	0.218292949	0.197822021	0.327085172	1.239238642	89	NEURL3|CEL|RPH3AL|TRHDE|FBXL8|SRPRA|MYO5C|GRB10|P4HB|DAP|KIAA1549|TPST2|HOMER2|XPNPEP1|SSR4|HID1|CATSPERB|TC2N|DNMT3B|ZNF33B|GCAT|GATM|BCAT1|PGM3|PSEN2|PRDX4|SEC61A1|SSFA2|PLPP5|COMTD1	ESCA
CUSTOM	Pituitary GTEX	0.215500945	0.321643202	0.127505315	0.417911138	1.190928024	23	SLC22A17|PTPRN|BSCL2|GNAS|PLD3|BAIAP3|POMC|SYNGAP1|P4HTM|COG7|TBX19	ESCA
CUSTOM	READ TCGA	0.085714286	0.185748058	0.219250347	-0.908665749	-1.351501197	2	TRABD2A	ESCA
CUSTOM	Salivary Gland GTEX	0.086444008	0.185748058	0.213927855	-0.958262427	-1.283025121	1	SLPI	ESCA
CUSTOM	Skin GTEX	0.671428571	0.751687025	0.065235306	-0.59871014	-0.890489678	2	DEGS1|TMEM45A	ESCA
CUSTOM	Spleen GTEX	0.070610687	0.172221188	0.234392647	-0.368586107	-1.327914289	75	DLL1|FCRLA|CD19|MPEG1|FCRL1|MS4A1|FCRL2|FCRL5|CD8A|FAM129C|GDPD5|CD1C|FCER2|C1QA|POU2AF1|CERKL|BLK|CD72|CD79B|LILRB1|FCRL3|GRAP|P2RY6|CNR2|FGD2	ESCA
CUSTOM	TGCT TCGA	0.712890625	0.758394282	0.060248409	0.572400938	0.860119196	2	PHC1|SPSB2	ESCA
CUSTOM	THCA TCGA	0.132827324	0.237191651	0.166933849	0.797985718	1.3261447	3	ATP13A4|TG	ESCA
CUSTOM	Testis GTEX	0.082191781	0.185748058	0.219250347	0.586926389	1.411989514	12	GTSF1|MEX3B|TKTL1|NUP210L|TEX14	ESCA
CUSTOM	Thyroid GTEX	0.025809438	0.078210417	0.352487858	0.608380891	1.596006861	16	FRMPD3|ATP13A4|PKHD1L1|MPPED2|EPOR|TG	ESCA
CUSTOM	UVM TCGA	0.55620155	0.662144703	0.072003314	0.337251806	0.93773471	21	TBC1D16|ACCSL|CABLES1|RAB38|CLCN7|SLC7A8|CDK2|RASGRP3|ST3GAL4	ESCA
CUSTOM	Uterus GTEX	0.83497053	0.869760969	0.053129805	-0.582624272	-0.780080233	1	SLC37A3	ESCA
CUSTOM	WT TCGA	0.269379845	0.379408232	0.113787262	0.62815875	1.183881434	5	NR2F2|NREP|TMSB15A	ESCA
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.89194499	0.900195695	0.050092287	-0.556739812	-0.745423325	1	GZMB	ESCA
CUSTOM	adipose tissue HPA_RA	0.176470588	0.289296046	0.142901149	0.763872329	1.269452845	3	PLIN4|LIPE	ESCA
CUSTOM	adrenal gland HPA_RA	0.009871223	0.042965848	0.380730401	-0.99265562	-1.329074439	1	NOV	ESCA
CUSTOM	b cell TabSap	0.07755102	0.184645287	0.23112671	-0.919204586	-1.367176104	2	CD19|FCER2	ESCA
CUSTOM	breast HPA_RA	0.70703125	0.758394282	0.060640401	0.574697114	0.863569548	2	UGT2B28|OXTR	ESCA
CUSTOM	cardiac muscle cell TabSap	0.008383927	0.039923463	0.380730401	-0.939204814	-1.540125259	3	MYL4|TTN	ESCA
CUSTOM	cerebral cortex HPA_RA	1.65E-05	0.000275737	0.575610261	0.696024658	2.147679433	31	GABBR2|DNM1|GFAP|SYT11|BAALC|CMTM5|NRGN|STX1B|B3GAT1|KIF3C|MAP2|ERC2|APC2|CADM2|CTNND2|GABRD	ESCA
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.117647059	0.218292949	0.184706471	0.945544111	1.256713951	1	DNAH2	ESCA
CUSTOM	club cell/type i pneumocyte TabSap	0.15324165	0.264209742	0.157402899	-0.925302284	-1.238894526	1	AGER	ESCA
CUSTOM	endothelial cell TabSap	0.029891073	0.083030758	0.352487858	0.980564263	1.303258912	1	NOS3	ESCA
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.000169973	0.001545213	0.518848078	-0.986652334	-1.61793057	3	ALAS2|SLC4A1|HBB	ESCA
CUSTOM	esophagus HPA_RA	0.31827112	0.435987835	0.103958472	-0.844693238	-1.130966438	1	TGM3	ESCA
CUSTOM	fallopian tube HPA_RA	0.57421875	0.667696221	0.070789909	0.643475125	0.966918938	2	IMPG2|PRR29	ESCA
CUSTOM	heart muscle HPA_RA	0.082105263	0.185748058	0.227987203	-0.857161751	-1.405589541	3	MYL4|NPPA	ESCA
CUSTOM	hematopoietic stem cell TabSap	0.226141079	0.331182065	0.130777138	-0.620245754	-1.223418026	6	AZU1|DEFA4	ESCA
CUSTOM	hepatocyte TabSap	0.016606827	0.061506766	0.352487858	-0.987550381	-1.322238993	1	ORM1	ESCA
CUSTOM	iDCs_D6 RNAat	0.900195695	0.900195695	0.049490487	0.344370829	0.610712952	4	F13A1|CD200R1|ALOX15	ESCA
CUSTOM	intestinal tuft cell TabSap	0.181640625	0.29296875	0.142901149	0.828703051	1.245251982	2	BMX|CCSER1	ESCA
CUSTOM	keratinocyte TabSap	0.346379648	0.46183953	0.09854998	0.635289987	1.126633823	4	SPINK5	ESCA
CUSTOM	liver HPA_RA	0.10460251	0.205102962	0.199915231	-0.625824442	-1.358712403	9	ORM1|SERPINA1|ASGR2|ASGR1	ESCA
CUSTOM	luminal cell of prostate epithelium TabSap	0.514734774	0.620162378	0.076674687	-0.734885804	-0.983944399	1	NEFH	ESCA
CUSTOM	lung HPA_RA	0.15324165	0.264209742	0.157402899	-0.925302284	-1.238894526	1	AGER	ESCA
CUSTOM	mDCs_D7_LPS RNAat	0.335863378	0.453869429	0.09854998	0.686644621	1.141110805	3	IDO1|CCL5	ESCA
CUSTOM	macrophage TabSap	0.21021611	0.318509258	0.132147261	-0.892610837	-1.19512369	1	CLEC10A	ESCA
CUSTOM	melanocyte TabSap	0.259332024	0.370474319	0.117249717	-0.872189879	-1.167781908	1	MFSD12	ESCA
CUSTOM	neutrophil TabSap	5.99E-08	2.04E-06	0.704975715	-0.891575378	-2.305254764	15	ADGRG3|FCAR|CSF3R|MMP25|RPH3A|BCL2A1|AQP9|MGAM|VNN2|PROK2|FCGR3B	BLCA
CUSTOM	nk cell TabSap	0.395537525	0.513293594	0.092848121	0.813882669	1.081723943	1	SH2D1B	ESCA
CUSTOM	pancreas HPA_RA	0.228515625	0.331182065	0.125639921	0.808389636	1.214727995	2	CEL|AMY2B	ESCA
CUSTOM	placenta HPA_RA	0.362403101	0.476846185	0.095287985	0.506220255	1.100835508	8	IGF2|HBG2|HLA-G|CYP19A1	ESCA
CUSTOM	platelet TabSap	0.000332719	0.002559375	0.498493109	0.762452863	1.953363883	15	ITGB3|MPIG6B|NRGN|GP9|GP6|PPBP|PF4|TUBB1|PTCRA|RUFY1|LGALS12|CLEC1B|SMOX	ESCA
CUSTOM	prostate HPA_RA	0.491836735	0.599800896	0.081080206	-0.683336803	-1.016358885	2	ACPP	ESCA
CUSTOM	pulmonary ionocyte TabSap	0.127701375	0.232184319	0.173747839	-0.94249888	-1.261919184	1	STAP1	ESCA
CUSTOM	skeletal muscle HPA_RA	0.019938002	0.064447424	0.352487858	0.678345042	1.554036874	10	TNNT3|TNNC2|RYR1|PYGM|FHL3|NEB	ESCA
CUSTOM	spleen HPA_RA	0.430020284	0.544329473	0.088094501	0.7859382	1.044583207	1	CD5L	ESCA
CUSTOM	stromal cell TabSap	0.01745901	0.062353607	0.352487858	0.897080071	1.490826158	3	MMP1|AKR1C1|SERPINE2	ESCA
CUSTOM	testis HPA_RA	0.659491194	0.751687025	0.064070375	0.489085278	0.867351962	4	ODF3|CMTM2	ESCA
CUSTOM	thymocyte TabSap	0.573469388	0.667696221	0.07307444	-0.64208178	-0.954998353	2	SLAMF1	ESCA
CUSTOM	thyroid gland HPA_RA	0.273833671	0.380324544	0.115734448	0.869502911	1.155648293	1	TG	ESCA
CUSTOM	ACC TCGA	0.048527577	0.160747598	0.321775918	0.983391304	1.304195195	1	NR5A1	GBM
CUSTOM	ALL TCGA	0.692708333	0.756980241	0.056059588	-0.403385861	-0.820073246	6	LILRA2|LAPTM5	GBM
CUSTOM	AML TCGA	0.00084072	0.018217122	0.477270815	0.409654758	1.71977958	90	HBG2|DEFA3|RNASE3|CEACAM8|MS4A3|MPO|ELANE|DEFA4|RAB44|AZU1|GYPB	GBM
CUSTOM	Adipose Tissue GTEX	0.006577517	0.046481122	0.407017919	0.902409324	1.768037338	4	FABP4|PPARG|ADGRL4|LIPE	GBM
CUSTOM	Adrenal Gland GTEX	0.302068966	0.444712644	0.086286563	-0.304926902	-1.107945617	87	NOV|LRRN3|KLHDC8B|PORCN|SREBF1|SGSH|KCNQ1|PLBD2|C3orf33|TRIM24|TM7SF2|RMDN2|QPCT|DHCR24|GNS|SOAT1|GNPTG|NLK|ALKAL2|SLC23A2|EPHX1|TRUB1	GBM
CUSTOM	Alveolar_macrophage_4 RNAat	0.407572383	0.546869273	0.096562955	0.6912064	1.078271379	2	CAMP	GBM
CUSTOM	Bladder GTEX	0.26039783	0.411972686	0.111462667	-0.781894078	-1.168861655	2	PLA2G4A|ABCC4	GBM
CUSTOM	Blood GTEX	0.141646489	0.273831051	0.125639921	-0.301216396	-1.20891438	196	NFKBID|ADAM8|BCL2A1|RNASET2|SEMA4A|SLC15A4|UBALD2|IL2RG|P2RY8|CHST11|IRF7|CYTIP|TAP1|PTPRC|C16orf54|CD86|CD53|SORL1|LAT2|EVI2B|CCNK|C18orf8|ITGB2|NRROS|LAPTM5|ARID3B|SAMSN1|B2M|C15orf39|CD48|ZC3HAV1|HSH2D|CDC42|SP110|PIAS1|STK17A|PLXNC1|CD300A|TMEM131L|UBA52|ISG20|ZNF586|MOB1A|TACC3|SRGN|HLA-B|TNIP1|IFNAR2|RILPL2|S1PR4|ARHGAP15	GBM
CUSTOM	Blood Vessel GTEX	0.001851997	0.021410247	0.455059867	0.630087576	1.94661835	21	CCDC3|ARHGEF17|BGN|MRVI1|MYH9|PLS3|IGFBP7	GBM
CUSTOM	Brain GTEX	0.009631637	0.053734398	0.380730401	0.396419639	1.56367582	62	EFR3B|CORO2B|SEPT4|KBTBD11|FEZ1|FAM107A|APC2|BAALC|SYT11|TRIM2|CDIP1|MAP2|CTNND2|GNG7|CACNA1A|FAM168A|PDZD4|SEPT8	GBM
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.518930958	0.618052601	0.082896213	0.640056553	0.998478402	2	PRSS57|HEMGN	GBM
CUSTOM	CCSK TCGA	0.01579772	0.072806883	0.352487858	-0.432516857	-1.526663931	69	MTRNR2L1|NLGN1|HIST1H1T|CHST8|BMP6|HIST2H2BE|HIST1H2BJ|HOMER1|HIST1H2BN|HIST1H2AG|ADAMTS17|HIST1H2AI|CCDC7|STXBP4|HIST1H4H|MTRNR2L12|HIST2H2AC|DOK6|HIST1H2BC|ZPBP|HIST1H2BD|HOOK3|HIST1H2BL	GBM
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.405063291	0.546869273	0.085042746	-0.717018871	-1.071879028	2	COL19A1|FCRL5	GBM
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.002391729	0.023047569	0.431707696	0.956949035	1.695321785	3	KLRF1|C9orf172|SH2D1B	GBM
CUSTOM	DLBC TCGA	0.95342067	0.962500866	0.033162642	-0.196520686	-0.65424044	52	BCL2A1|DUSP2|CD53|CD79A|LTA|NFKBIE|CD27|CD19|CD48|RELB|SIT1	GBM
CUSTOM	ESCA TCGA	0.786138614	0.825056367	0.056294075	0.610608696	0.809802694	1	ZBTB7A	GBM
CUSTOM	GBM TCGA	0.00160333	0.021410247	0.455059867	0.878995202	1.959790181	6	TIMP4|PSRC1|POU3F2|BAALC|CNN3	GBM
CUSTOM	HNSC TCGA	0.122736419	0.254346919	0.179782316	-0.946782609	-1.269424521	1	KRT5	GBM
CUSTOM	Heart GTEX	0.299093656	0.444712644	0.138022242	0.367150203	1.152430215	24	NEBL|POPDC2|MYL4|PKP2|MYOM2|NES|CRIP2|TPM1	GBM
CUSTOM	Human_Amniotic_Epithelial_Cell_tRNA RNAat	0.073267327	0.20437728	0.234392647	0.962086957	1.2759409	1	WNT6	GBM
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.008770244	0.051646995	0.380730401	0.997217391	1.322531656	1	CEACAM6	GBM
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.016738366	0.073927784	0.352487858	0.994	1.318264681	1	TPO	GBM
CUSTOM	JY_2x10e6c/vial_(B_cellijn) RNAat	0.186138614	0.313185604	0.142056644	0.917130435	1.216318572	1	TLR10	GBM
CUSTOM	KICH TCGA	0.504694836	0.618052601	0.087309826	0.419961455	0.936337689	6	DUSP15|ESRRA	GBM
CUSTOM	Kidney GTEX	0.576182137	0.671157214	0.065235306	-0.489708348	-0.93181011	5	POU3F3|GALNT14	GBM
CUSTOM	LGG TCGA	0.11147541	0.241150887	0.245041785	0.328217177	1.27041023	58	KCNA2|SPARCL1|FEZ1|GPRC5B|FAM107A|NDRG2|ZBTB47|CTNND2|B3GAT1|RASSF2|PPP2R2B|FAM168A|NACC2|ABAT|SEPT8|CDH20	GBM
CUSTOM	LIHC TCGA	0.212698413	0.352281746	0.116234149	-0.504854117	-1.234693552	12	SERPINA1|F5|ORM1|ASGR2|ASGR1	GBM
CUSTOM	Liver GTEX	0.313323572	0.454962996	0.087569712	-0.355784162	-1.123194826	38	SERPINA1|ORM1|HPD|OAF|ASGR2|TMEM176A|C19orf66|ASGR1|NADK2|PNKD|ATF5|HPN|TTC39C	GBM
CUSTOM	Lung GTEX	0.083333333	0.21031746	0.257206466	0.53661016	1.452635957	12	A2M|EPAS1|RBMS2|CALCRL|ACVRL1	GBM
CUSTOM	Monocytes RNAat	0.334538879	0.472814949	0.095920678	-0.75161444	-1.123596306	2	LGALS2	GBM
CUSTOM	Muscle GTEX	0.854666667	0.882108183	0.034194605	-0.210494959	-0.794858261	115	JSRP1|BEST3|TNNI2|MYO18B|DNAJB6|RRAGD|NAA50|ASB8|GRSF1|KPNA3|PYGM|TTN|UBE2G1|RNF123|TMEM11|ADSL|CLIP1|MNAT1|CUL5|KANSL2|KPNA1|PCNT|KIAA0368|TPT1|RAB12|PRKRA|DCAF6|FAF1	GBM
CUSTOM	NB TCGA	0.689986283	0.756980241	0.045405923	-0.242883233	-0.868665255	79	GGT7|DPYSL4|DUSP8|APBB3|KCNQ5|ZNF286B	GBM
CUSTOM	Nerve GTEX	0.03450768	0.121927137	0.321775918	0.453133141	1.469056464	29	ITGB4|RELN|WNT6|KIF19|FGFBP2|PRX|BMP8B|GAS2L3|EPB41L2|ST6GALNAC2|ABCA2|FMNL3|RASGEF1C	GBM
CUSTOM	Ovary GTEX	0.516129032	0.618052601	0.089164712	0.377265788	0.935599918	9	NR2F2|MCC	GBM
CUSTOM	PCPG TCGA	0.630265211	0.718366799	0.055479331	-0.332866121	-0.884880397	18	LIN7B|PCSK1N|SLC35D3|SLC18A2|TERF2IP|BSCL2|GNAS	GBM
CUSTOM	PRAD TCGA	0.102643857	0.231615431	0.172324345	-0.501193192	-1.352214547	19	VIPR1|CPNE4|NAAA|PDE9A|MARC1|ACPP|SLC45A3|DHRS7|ARHGAP6|ERGIC1|ABCC4	GBM
CUSTOM	Pancreas GTEX	0.92679558	0.944618572	0.031998048	-0.198037942	-0.721483433	92	BACE1|RRBP1|GCAT|SH3YL1|SLC38A10|C1orf27|ANGEL1|XBP1|ICA1|SUCO|SLC33A1|FAIM|ERO1B|PLPP5|TTC17|PYCR1|ALG5|FKBP11|SEC63|NAA16|SERP1|CATSPERB|PSMD6|SSFA2|LMF2|CEL|XPNPEP1|DNMT3B|SSR3|LGR4|SLC38A5	GBM
CUSTOM	Pituitary GTEX	0.288922156	0.444712644	0.093444922	-0.407073305	-1.157562765	23	PCSK1N|CHST8|SLC22A17|BSCL2|GNAS|PLD3	GBM
CUSTOM	READ TCGA	0.05244123	0.163493245	0.266350657	-0.917210192	-1.371147133	2	TRABD2A|GPA33	GBM
CUSTOM	Salivary Gland GTEX	0.055679287	0.163944568	0.287857117	0.9169493	1.430426839	2	TCN1|SLPI	GBM
CUSTOM	Skin GTEX	0.104882459	0.231615431	0.184706471	-0.87520654	-1.308355432	2	TMEM45A|DEGS1	GBM
CUSTOM	Spleen GTEX	0.007710215	0.048225676	0.407017919	0.372998585	1.515561023	78	VCAM1|P2RX5|SEMA3D|NOS3|CCM2L|KLRF1|CD5L|CD84|PITPNM3|CD180|PAX5|TLR10|PRR5L|GRAP|ZKSCAN4|LILRA4|EXOC3L1|SNX8|KAZN|BLK|FHOD1|FES|CETP|DNASE1L3|GIMAP7|ABI3	GBM
CUSTOM	TGCT TCGA	1	1	0.041071328	-0.287729239	-0.430129456	2	PHC1	GBM
CUSTOM	THCA TCGA	0.028601401	0.10454305	0.352487858	0.84124738	1.648206349	4	TPO|ATP13A4|DAPK2	GBM
CUSTOM	Testis GTEX	0.492913386	0.614691987	0.06767604	-0.393339175	-0.976781763	13	TAF7L|MORC1|ZPBP|PHF7|ZCWPW1|RAD9B	GBM
CUSTOM	Thyroid GTEX	0.099722992	0.231615431	0.237793834	0.491344311	1.451500211	17	TPO|ATP13A4|SNX22|MPPED2|PKHD1L1|HIRA|SLC25A29|MROH1|EPOR	GBM
CUSTOM	UVM TCGA	0.45482389	0.595201633	0.070281284	-0.366052436	-1.018471997	21	CABLES1|MITF|SLC3A2|PIP4K2A	GBM
CUSTOM	Uterus GTEX	0.227364185	0.370778517	0.128142917	-0.879826087	-1.179650744	1	SLC37A3	GBM
CUSTOM	WT TCGA	0.076566125	0.204653465	0.248911114	0.70893388	1.492295369	5	NR2F2|KLHL14|NREP	GBM
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.681188119	0.756980241	0.063079041	0.663478261	0.879919475	1	GZMB	GBM
CUSTOM	adipose tissue HPA_RA	0.773960217	0.82039783	0.052805005	-0.53209087	-0.795428221	2	PNPLA2	GBM
CUSTOM	adrenal gland HPA_RA	0.00313289	0.027673865	0.431707696	-0.998956522	-1.339378114	1	NOV	GBM
CUSTOM	b cell TabSap	0.157323689	0.284436494	0.1482615	-0.834307979	-1.247215745	2	CD19	GBM
CUSTOM	breast HPA_RA	0.048121605	0.160747598	0.321775918	-0.929037308	-1.388827612	2	OXTR|UGT2B28	GBM
CUSTOM	cardiac muscle cell TabSap	0.507900677	0.618052601	0.08479851	0.545917216	0.967141735	3	MYL4	GBM
CUSTOM	cerebral cortex HPA_RA	0.002019835	0.021410247	0.431707696	0.53786917	1.795209728	34	SYN2|FEZF2|DNM1|APC2|POU3F2|BAALC|NETO1|SYT11|MAP2|CTNND2|B3GAT1|GABBR2	GBM
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.301810865	0.444712644	0.108820127	-0.845565217	-1.133714552	1	DNAH2	GBM
CUSTOM	club cell/type i pneumocyte TabSap	0.023329136	0.095111092	0.352487858	-0.991391304	-1.329234843	1	AGER	GBM
CUSTOM	endothelial cell TabSap	0.001031158	0.018217122	0.455059867	0.988781633	1.542484177	2	CLEC14A|NOS3	GBM
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.004869569	0.036869597	0.407017919	-0.949121586	-1.594289459	3	ALAS2|SLC4A1|HBB	GBM
CUSTOM	esophagus HPA_RA	0.052333742	0.163493245	0.321775918	-0.982	-1.316643196	1	TGM3	GBM
CUSTOM	fallopian tube HPA_RA	0.144665461	0.273831051	0.155241966	-0.844618021	-1.262628335	2	PRR29	GBM
CUSTOM	heart muscle HPA_RA	0.161001789	0.284436494	0.145516146	-0.759869484	-1.276392746	3	RD3L|NPPA	GBM
CUSTOM	hematopoietic stem cell TabSap	4.23E-07	1.55E-05	0.67496286	0.976076555	2.176240832	6	DEFA3|MPO|ELANE|DEFA4|PRTN3|AZU1	GBM
CUSTOM	hepatocyte TabSap	0.092555332	0.228159656	0.208955028	-0.960608696	-1.287962223	1	ORM1	GBM
CUSTOM	iDCs_D6 RNAat	0.732142857	0.791909621	0.05479395	-0.450986184	-0.806823144	4	ALOX15|CD200R1	GBM
CUSTOM	intestinal tuft cell TabSap	0.538975501	0.634793368	0.080858915	0.627839965	0.979420713	2	BMX	GBM
CUSTOM	keratinocyte TabSap	0.069767442	0.199874293	0.227987203	-0.832660924	-1.398664358	3	TGM3	GBM
CUSTOM	liver HPA_RA	0.169717138	0.294918306	0.135740944	-0.552345714	-1.28518087	10	SERPINA1|ORM1|ASGR2|ASGR1	GBM
CUSTOM	luminal cell of prostate epithelium TabSap	0.434607646	0.575855131	0.087051587	-0.784608696	-1.051985439	1	NEFH	GBM
CUSTOM	lung HPA_RA	0.023329136	0.095111092	0.352487858	-0.991391304	-1.329234843	1	AGER	GBM
CUSTOM	mDCs_D7_LPS RNAat	0.17352415	0.296670321	0.139599673	-0.749767259	-1.259423507	3	RSAD2|CCL5	GBM
CUSTOM	macrophage TabSap	0.14889336	0.276889407	0.161978949	-0.931217391	-1.248555033	1	CLEC10A	GBM
CUSTOM	mature conventional dendritic cell TabSap	0.055445545	0.163944568	0.271288555	0.967913043	1.283667585	1	SCN11A	GBM
CUSTOM	melanocyte TabSap	0.158953722	0.284436494	0.156312403	-0.919478261	-1.232815475	1	MFSD12	GBM
CUSTOM	neutrophil TabSap	5.13E-08	2.62E-06	0.719512826	-0.915288328	-2.225806078	15	ADGRG3|FCAR|CSF3R|MMP25|PROK2|VNN2|BCL2A1|FCGR3B|AQP9|MGAM|TNFRSF10C	STAD
CUSTOM	nk cell TabSap	0.083168317	0.21031746	0.219250347	0.956782609	1.268906157	1	SH2D1B	GBM
CUSTOM	pancreas HPA_RA	0.857142857	0.882108183	0.048118399	-0.492333843	-0.735995024	2	CEL	GBM
CUSTOM	pancreatic acinar cell TabSap	0.010538995	0.054871972	0.380730401	0.996608696	1.321724391	1	KLK1	GBM
CUSTOM	placenta HPA_RA	0.104738155	0.231615431	0.219250347	0.612436795	1.449754802	8	HBG2|HBG1|IGF2	GBM
CUSTOM	platelet TabSap	0.594090202	0.684495233	0.058098358	-0.352376581	-0.907526234	15	ACRBP|PF4V1|LGALS12|PTCRA|GP9|CLEC1B|TUBB1|SMOX	GBM
CUSTOM	prostate HPA_RA	0.12477396	0.254346919	0.168238166	-0.857987651	-1.282614735	2	ACPP|SLC45A3	GBM
CUSTOM	pulmonary ionocyte TabSap	0.394059406	0.54247139	0.091679525	0.805913043	1.068819619	1	STAP1	GBM
CUSTOM	skeletal muscle HPA_RA	0.479201331	0.604706442	0.071827629	-0.431229492	-1.003371402	10	JSRP1|TNNI2|PYGM	GBM
CUSTOM	spleen HPA_RA	0.077227723	0.204653465	0.227987203	0.960347826	1.273634427	1	CD5L	GBM
CUSTOM	stromal cell TabSap	0.097065463	0.231615431	0.216542837	0.810318939	1.435553306	3	MMP1|AKR1C1	GBM
CUSTOM	testis HPA_RA	0.296428571	0.444712644	0.102449406	-0.653662456	-1.169414976	4	ZPBP|PHF7	GBM
CUSTOM	thymocyte TabSap	0.115732369	0.245352622	0.175204048	-0.86564049	-1.294055045	2	SLAMF1|ANKRD55	GBM
CUSTOM	thyroid gland HPA_RA	0.240534521	0.386313019	0.131457612	0.78114659	1.218576696	2	TPO	GBM
CUSTOM	ACC TCGA	0.498062016	0.729047298	0.077679856	-0.755783832	-1.002825457	1	NR5A1	HNSC
CUSTOM	ALL TCGA	0.002053066	0.017279969	0.431707696	-0.878808967	-1.706076074	6	LILRA2|C1orf228|LAPTM5	HNSC
CUSTOM	AML TCGA	0.160365059	0.35210589	0.12210792	-0.365818135	-1.221861708	86	FCAR|AHSP|CA1|HBM|MXD1|CFP|H3F3B|GYPB|FOXP1|HIST1H4C|RPL34|UBE2B|ANKRD49|AZU1|RPS28|EEF2|CDADC1|PSTPIP1|TERF1|ELANE|SRRM1|MED30|CNST|RBX1|TFAM|ARID4B|ANKRD13D|PSME1|MAP3K8|U2SURP|ZNF668	HNSC
CUSTOM	Adipose Tissue GTEX	0.250521921	0.460049345	0.123842171	0.670339713	1.215505061	4	FABP4|LIPE|PPARG|ADGRL4	HNSC
CUSTOM	Adrenal Gland GTEX	0.202380952	0.407488098	0.107554375	-0.355828552	-1.182391663	84	SGSH|LRRN3|NOV|PORCN|DHCR24|QPCT|PLBD2|KCNQ1	HNSC
CUSTOM	Alveolar_macrophage_4 RNAat	0.566473988	0.787422037	0.070789909	-0.653527275	-0.975128074	2	FOLR3	HNSC
CUSTOM	Bladder GTEX	0.958592133	0.967078189	0.049192752	0.357870288	0.54083149	2	ABCC4|PLA2G4A	HNSC
CUSTOM	Blood GTEX	0.000169388	0.002138522	0.518848078	-0.449730818	-1.644698018	196	NFKBID|ADAM8|BCL2A1|CD86|IL2RG|C16orf54|P2RY8|EVI2B|SAMSN1|LAT2|UBALD2|SLC15A4|ITGB2|CYTIP|CHST11|CD300A|CD53|PTPRC|SORL1|LAPTM5|ICAM3|RNASET2|TAP1|LITAF|ISG20|NRROS|CD48|LCK|SP110|S1PR4|PLXNC1|PPP1R18|HSH2D|CCNK|TNIP1|SEMA4A|PSMB10|C15orf39|TRAF3IP3|HLA-B|UBA52|LSP1|LIMD2|CXorf38|LPXN|DENND1C|ZC3HAV1|MOB3A|CD37|STK17A|RHOG|ARHGAP15|BATF|PAK1|RILPL2|RNF113A|TREML2|ACAP1|UNC119|PIK3R5|SMAP2|PSMB9	HNSC
CUSTOM	Blood Vessel GTEX	0.054986044	0.156765147	0.321775918	0.525168927	1.487614056	18	ITGB5|CYB5R3|ATL3|MYH9|PPP1R14A|PLS3|MRVI1|IGFBP7|FOXC1|LTBP1	HNSC
CUSTOM	Brain GTEX	8.40E-05	0.001413385	0.538434096	0.509024524	1.908966318	58	SEPT4|CTNND2|RAB6B|MAP1A|CDIP1|CADM2|APC2|FAM107A|SYT11|MAP2|KIF3C|BAALC|MLC1|WASF3|OLIG1|PHACTR3|ABI2|MTURN|DPYSL2|FAM168A|ATP9A|DNM3|TRIM2|CLIP2	HNSC
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.734496124	0.894384993	0.058469321	-0.637427423	-0.845782113	1	HEMGN	HNSC
CUSTOM	CCSK TCGA	0.044	0.134666667	0.248911114	-0.433858672	-1.404543031	67	HIST1H2AI|CHST8|HIST2H2AC|HIST1H4H|HIST1H2BL|AFF2|ZPBP|HIST1H2BN|HIST1H3J|ADAMTS17|KCTD12|HIST1H1E|NLGN1|HIST2H2BF|HIST1H1T|HIST2H3D|HIST1H1D|HIST1H1B|HIST1H2BC|HIST2H2AB|SESN3|HIST1H4A|HIST4H4	HNSC
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.004959443	0.026363353	0.407017919	-0.977194452	-1.458071882	2	COL19A1	HNSC
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.089397089	0.220222098	0.216542837	0.813169634	1.37819016	3	C9orf172|SH2D1B	HNSC
CUSTOM	DLBC TCGA	0.009367798	0.045054647	0.380730401	-0.51623512	-1.620653274	51	DUSP2|BCL2A1|CD79A|RELB|CD53|CD27|MS4A1|POU2AF1|CD19|NFKBIE|SIT1|CD48|CD79B|FCRLA|LIMD2|LPXN|CD37|BATF|SP140	HNSC
CUSTOM	ESCA TCGA	0.825581395	0.911332	0.053021251	-0.593657883	-0.787705707	1	ZBTB7A	HNSC
CUSTOM	GBM TCGA	0.014840579	0.06149614	0.380730401	0.861977604	1.562995776	4	PSRC1|BAALC|SCRG1	HNSC
CUSTOM	HNSC TCGA	0.205761317	0.407488098	0.13725078	0.909066548	1.192392077	1	KRT5	HNSC
CUSTOM	Heart GTEX	0.171503958	0.363089051	0.173747839	0.436382726	1.285753956	21	CORIN|RYR2|NES|TPM1|NEBL|PKP2|TSPAN9|SLC25A4	HNSC
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.290123457	0.496652019	0.112843356	0.870745869	1.142128129	1	CEACAM6	HNSC
CUSTOM	KICH TCGA	0.553271028	0.787047519	0.070450085	-0.50763901	-0.930572661	5	PVALB|SLC39A13	HNSC
CUSTOM	Kidney GTEX	0.642398287	0.819517544	0.069779252	0.458239609	0.880496525	5	PTH2R|AGRN	HNSC
CUSTOM	LGG TCGA	0.003551727	0.021372154	0.431707696	0.453848388	1.669423511	55	KCNA2|ABAT|GRIK4|CTNND2|SNN|SPARCL1|MAP1A|CADM2|FAM107A|CMTM5|MLC1|ACSBG1|OLIG1|PHACTR3|CNP|MTURN|FAM168A|SHISA4|NACC2|DCLK2|NDRG2|CDH20|ZBTB47|P2RY12|MTSS1L	HNSC
CUSTOM	LIHC TCGA	0.021315747	0.079736682	0.352487858	-0.710569948	-1.566037173	11	SERPINA1|ORM1|ASGR2|F5|ALDOB|ASGR1	HNSC
CUSTOM	Liver GTEX	0.102222222	0.240103359	0.168238166	-0.466874877	-1.352277291	34	CYP4F3|SERPINA1|HPD|ORM1|ATF5|ASGR2|ASGR1|PNKD|C19orf66|OAF	HNSC
CUSTOM	Lung GTEX	0.059360731	0.162038751	0.28201335	0.579197259	1.460441899	12	SLC6A4|A2M|SHROOM4|EPAS1|RBMS2|CALCRL|DOCK4|ACVRL1|CASS4	HNSC
CUSTOM	Monocytes RNAat	0.022916746	0.081507263	0.352487858	-0.947739861	-1.414122685	2	S100A12|LGALS2	HNSC
CUSTOM	Muscle GTEX	0.963325183	0.967078189	0.023720861	-0.202318297	-0.698590905	111	MYO18B|JSRP1|PYGM|RRAGD|RAD23A|RNF123|RPUSD4|CNBP|CCDC43|TNNI2|SAMM50|TPT1|FEM1A	HNSC
CUSTOM	NB TCGA	0.04027904	0.12713072	0.321775918	0.328159066	1.274496275	76	RIMS3|RBFOX2|SAMD14|DBF4B|ATAT1|MLLT11|SEPT5|ZKSCAN2|ZNF789|KIF3C|KIAA1211|TSTD2|STAC|KIDINS220|GSE1|FBXO41|RTN1|RAP1GAP2|CACNB1|UNK|YPEL1|KLC1|RBM4B|NBEA	HNSC
CUSTOM	Nerve GTEX	0.768388106	0.902409288	0.046508405	-0.276095062	-0.768468087	27	RELN|USP53|SLC2A1|ST6GALNAC2|ABCA2|AATK|RASGEF1C	HNSC
CUSTOM	Ovary GTEX	0.959731544	0.967078189	0.052697309	0.24025711	0.558357839	9	MCC|ROBO3|GSTM5|SYTL4	HNSC
CUSTOM	PCPG TCGA	0.129353234	0.290326147	0.157402899	-0.54392311	-1.35444704	16	LIN7B|PCSK1N|CYB561|BEX1	HNSC
CUSTOM	PRAD TCGA	0.276595745	0.496652019	0.101350744	-0.451996167	-1.161785414	18	MARC1|VIPR1|NAAA|ERGIC1|PDE9A	HNSC
CUSTOM	Pancreas GTEX	0.649122807	0.819517544	0.109684062	0.227021803	0.919256858	89	NEURL3|TRHDE|PIGM|SRPRA|BCAT1|DAP|PSEN2|MYO5C|HOMER2|GRB10|KIAA1549|P4HB|TC2N|PLPP5|ZNF33B|SEC61A1|TPST2|RPH3AL|UBA5|SSR4|ERO1B|KSR1|ZNF710|GATM|LGR4	HNSC
CUSTOM	Pituitary GTEX	0.797448166	0.911332	0.045679041	-0.283242698	-0.762350941	23	CHST8|PCSK1N|BAIAP3|BEX1|DZIP3	HNSC
CUSTOM	READ TCGA	0.077071291	0.19460501	0.224966094	-0.899301767	-1.341848204	2	TRABD2A	HNSC
CUSTOM	Salivary Gland GTEX	0.025659383	0.086386589	0.352487858	-0.984278696	-1.306008003	1	SLPI	HNSC
CUSTOM	Skin GTEX	0.734989648	0.894384993	0.061570676	0.557262819	0.842163464	2	DEGS1|TMEM45A	HNSC
CUSTOM	Spleen GTEX	0.385333333	0.608104167	0.071652737	-0.319424731	-1.050527237	75	DLL1|FCRL1|CD8A|MS4A1|CNR2|POU2AF1|CD19|GDPD5|FCRL2|FAM129C|FCER2|C1QA|CERKL|CD79B|FCRLA	HNSC
CUSTOM	TGCT TCGA	0.838150289	0.911332	0.052057003	-0.492083965	-0.734238504	2	SPSB2	HNSC
CUSTOM	THCA TCGA	0.172557173	0.363089051	0.152144922	0.754288914	1.278396925	3	ATP13A4|TG	HNSC
CUSTOM	Testis GTEX	0.547069272	0.787047519	0.06847149	-0.408720309	-0.946459513	13	ZPBP|ZCWPW1|MEX3B|HSF5|GTSF1	HNSC
CUSTOM	Thyroid GTEX	0.014458153	0.06149614	0.380730401	0.596470685	1.625958809	16	MPPED2|ATP13A4|PKHD1L1|EPOR|HIRA|DGKI|SLC25A29	HNSC
CUSTOM	UVM TCGA	0.852327448	0.915798641	0.042931109	-0.272475538	-0.717787534	21	ILVBL|CABLES1|ST6GALNAC2|SLC3A2|FAM210B|MITF	HNSC
CUSTOM	Uterus GTEX	0.918604651	0.956485255	0.048118399	-0.542563644	-0.719910392	1	SLC37A3	HNSC
CUSTOM	WT TCGA	0.758878505	0.902409288	0.055249566	-0.425651968	-0.78027905	5	ZNF516|KLHL14|NR2F2	HNSC
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.666666667	0.83127572	0.065981614	0.684144707	0.897369649	1	GZMB	HNSC
CUSTOM	adipose tissue HPA_RA	0.633911368	0.819517544	0.065235306	-0.620735768	-0.926199865	2	PNPLA2	HNSC
CUSTOM	adrenal gland HPA_RA	0.014353447	0.06149614	0.380730401	-0.990978115	-1.314897248	1	NOV	HNSC
CUSTOM	b cell TabSap	0.055876686	0.156765147	0.266350657	-0.917277113	-1.368669218	2	CD19|FCER2	HNSC
CUSTOM	breast HPA_RA	0.592515593	0.787422037	0.072357085	0.551793345	0.935199899	3	UGT2B11|UGT2B28	HNSC
CUSTOM	cardiac muscle cell TabSap	0.023403076	0.081507263	0.352487858	-0.907944466	-1.464861492	3	MYL4	HNSC
CUSTOM	cerebral cortex HPA_RA	0.000163354	0.002138522	0.518848078	0.619533137	2.003329349	30	DNM1|NKAIN2|CTNND2|CADM2|GABRD|APC2|CMTM5|SYT11|NRGN|MAP2|KIF3C|BAALC|SERPINI1|OLIG1|CNP|ICAM5	HNSC
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.572016461	0.787422037	0.073621274	0.735953551	0.96532557	1	DNAH2	HNSC
CUSTOM	club cell/type i pneumocyte TabSap	0.835390947	0.911332	0.055249566	0.600982582	0.78828868	1	AGER	HNSC
CUSTOM	endothelial cell TabSap	0.436213992	0.667539593	0.088094501	0.796069674	1.044177871	1	NOS3	HNSC
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.003059308	0.020599338	0.431707696	-0.959974984	-1.548806608	3	ALAS2|HBB|SLC4A1	HNSC
CUSTOM	esophagus HPA_RA	0.015221817	0.06149614	0.380730401	-0.990531487	-1.314304632	1	TGM3	HNSC
CUSTOM	fallopian tube HPA_RA	0.283236994	0.496652019	0.110122264	-0.780686082	-1.164861735	2	PRR29|IMPG2	HNSC
CUSTOM	heart muscle HPA_RA	0.10940499	0.251134183	0.186432558	-0.825426606	-1.331728641	3	MYL4|RD3L|NPPA	HNSC
CUSTOM	hematopoietic stem cell TabSap	0.405156538	0.629550928	0.086034724	-0.557769082	-1.082825189	6	AZU1|ELANE|PRTN3|DEFA4	HNSC
CUSTOM	hepatocyte TabSap	0.052325581	0.155437756	0.276500599	-0.972130415	-1.289888837	1	ORM1	HNSC
CUSTOM	iDCs_D6 RNAat	0.463465553	0.698657028	0.085535695	0.568583019	1.03099298	4	F13A1|ALOX15	HNSC
CUSTOM	intestinal tuft cell TabSap	0.385093168	0.608104167	0.095603149	0.727558494	1.09952281	2	BMX	HNSC
CUSTOM	keratinocyte TabSap	0.061420345	0.163248813	0.252961123	-0.876172608	-1.41360134	3	TGM3|KRT1|CSTA	HNSC
CUSTOM	liver HPA_RA	0.21023766	0.408346224	0.12687573	-0.624288185	-1.281667515	8	SERPINA1|ORM1|ASGR2|ASGR1	HNSC
CUSTOM	luminal cell of prostate epithelium TabSap	0.888888889	0.935185185	0.052375908	0.575346137	0.754662216	1	NEFH	HNSC
CUSTOM	lung HPA_RA	0.835390947	0.911332	0.055249566	0.600982582	0.78828868	1	AGER	HNSC
CUSTOM	mDCs_D7_LPS RNAat	0.579654511	0.787422037	0.069448144	-0.583349729	-0.941166102	3	RSAD2	HNSC
CUSTOM	macrophage TabSap	0.358527132	0.584052263	0.095920678	-0.83019205	-1.101555348	1	CLEC10A	HNSC
CUSTOM	melanocyte TabSap	0.30620155	0.506989452	0.105520937	-0.856989728	-1.137112331	1	MFSD12	HNSC
CUSTOM	neutrophil TabSap	8.33E-08	4.38E-06	0.704975715	-0.908697172	-2.21598064	15	ADGRG3|FCAR|CSF3R|MMP25|VNN2|MGAM|BCL2A1|PROK2|AQP9|TNFRSF10C|FCGR3B	HNSC
CUSTOM	nk cell TabSap	0.967078189	0.967078189	0.048505984	0.52523448	0.688932437	1	SH2D1B	HNSC
CUSTOM	pancreas HPA_RA	0.495183044	0.729047298	0.077679856	-0.678300515	-1.012092227	2	AMY2B	HNSC
CUSTOM	placenta HPA_RA	0.287912088	0.496652019	0.117765788	0.519489902	1.152729052	8	HBG2|HBG1|IGF2|SIGLEC6	HNSC
CUSTOM	platelet TabSap	0.001945076	0.017279969	0.455059867	0.682790315	1.817504787	15	ITGB3|PPBP|RUFY1|PF4|NRGN|MPIG6B|GP6|SMOX|TUBB1	HNSC
CUSTOM	prostate HPA_RA	0.867494824	0.922283971	0.053787281	0.447448435	0.67620647	2	SLC45A3|ACPP	HNSC
CUSTOM	pulmonary ionocyte TabSap	0.839147287	0.911332	0.052269332	-0.586154533	-0.777749752	1	STAP1	HNSC
CUSTOM	skeletal muscle HPA_RA	0.589416058	0.787422037	0.06613262	-0.427139108	-0.908158592	10	JSRP1|PYGM|TNNI2	HNSC
CUSTOM	spleen HPA_RA	0.296296296	0.498765432	0.111462667	0.866011612	1.135918364	1	CD5L	HNSC
CUSTOM	stromal cell TabSap	0.029392673	0.095763225	0.352487858	0.876261949	1.485121365	3	MMP1|SERPINE2|AKR1C1	HNSC
CUSTOM	testis HPA_RA	0.615678776	0.807578655	0.066284219	-0.516391577	-0.889916028	4	ZPBP	HNSC
CUSTOM	thymocyte TabSap	0.242774566	0.454078356	0.120433372	-0.801834589	-1.196417423	2	SLAMF1	HNSC
CUSTOM	thyroid gland HPA_RA	0.765503876	0.902409288	0.056529953	-0.626619026	-0.831440797	1	TG	HNSC
CUSTOM	ACC TCGA	0.458248473	0.577053632	0.08479851	-0.773217574	-1.023577685	1	NR5A1	KIRC
CUSTOM	ALL TCGA	0.111531191	0.223062382	0.183023938	-0.706173478	-1.384465408	6	LILRA2|C1orf228|LAPTM5	KIRC
CUSTOM	AML TCGA	0.080062794	0.173753298	0.197822021	-0.377590598	-1.309927827	87	FCAR|HBM|CA1|AHSP|CFP|MXD1|PADI4|H3F3B|SNRPA1|RPL34|FOXP1|UTP23|EEF2|ANKRD13D|RPS28|NOL7|ANKRD49|UBE2B|TNRC6B|CDADC1|PSTPIP1|MED30|U2SURP|SRRM1|HIST1H4C	KIRC
CUSTOM	Adipose Tissue GTEX	0.008331308	0.036069874	0.380730401	0.896578947	1.607576052	4	FABP4|ADGRL4|PPARG|LIPE	KIRC
CUSTOM	Adrenal Gland GTEX	0.143081761	0.270265549	0.144630528	-0.351064185	-1.213049995	85	LRRN3|SGSH|NOV|KCNQ1|QPCT|PORCN|SREBF1|TM7SF2|PLBD2|DLK1	KIRC
CUSTOM	Alveolar_macrophage_4 RNAat	0.207364341	0.330486919	0.132147261	-0.81662589	-1.234529446	2	FOLR3	KIRC
CUSTOM	Bladder GTEX	0.329218107	0.477446809	0.104732822	0.748969735	1.140839913	2	ABCC4|PLA2G4A	KIRC
CUSTOM	Blood GTEX	4.25E-08	1.08E-06	0.719512826	-0.500079696	-1.968277012	196	NFKBID|ADAM8|BCL2A1|IL2RG|CHST11|SAMSN1|CD53|P2RY8|C16orf54|EVI2B|RNASET2|ITGB2|CD86|CYTIP|PTPRC|TAP1|SORL1|HSH2D|SEMA4A|UBALD2|CD48|IRF7|SP110|PLXNC1|ICAM3|RNF113A|LCK|S1PR4|C15orf39|LITAF|CD300A|ISG20|PPP1R18|LAT2|LPXN|TREML2|NRROS|SLC15A4|PIK3R5|TNIP1|TRAF3IP3|MICB|LAPTM5|TRIM38|CCNK|PSMB10|IRF5|TLR1|LIMD2|ACAP1|UNC119|DENND1C|CEACAM21|RHOG|LSP1|BATF|ZC3HAV1|WAS|CD37|RGS19|MOB3A|TNFRSF8|ST3GAL2|RILPL2|ITGAL|PREX1|CXorf38|SNX20|PSMB9|UBA52|MX2|PAK1	KIRC
CUSTOM	Blood Vessel GTEX	3.67E-09	1.25E-07	0.77493903	0.815317242	2.472044533	27	CCDC3|BGN|ANTXR1|SULF1|IGFBP7|EFEMP1|PLS3|MCAM|ARHGEF17|NOTCH3|MRVI1|FOXC1|PPP1R14A|ITGB5|CYB5R3|ATL3|LTBP2|MYH9|PRKG1|MYH10|LTBP1	KIRC
CUSTOM	Brain GTEX	0.000144191	0.001510786	0.518848078	0.539641339	1.916696834	63	CORO2B|GFAP|FAM107A|CTNND2|NRXN2|BAALC|SEPT4|TRIM2|WASF3|MLC1|CDIP1|CADM2|PACSIN1|SEPT8|SYT11|GNAO1|DNM3|KIF3C|KBTBD11|APC2|STX1B|PHACTR3|DPYSL2|ATP9A|MTURN|FEZ1|ABI2|CLEC2L|JAKMIP2|NAP1L3|CLIP2	KIRC
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.965376782	0.974934968	0.048118399	-0.518810839	-0.686796596	1	HEMGN	KIRC
CUSTOM	CCSK TCGA	0.415789474	0.543724696	0.105520937	0.282471876	1.030585002	70	EBF3|PDE10A|MTRNR2L12|ISM1|TRHDE|TMTC1|FAT4|PTPRG|PPM1L|PTPN13|ZNF730|ZNF208|NFIA|HECW2|ZNF124	KIRC
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.075581395	0.167593529	0.227987203	-0.900719172	-1.361656977	2	COL19A1|FCRL5	KIRC
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.269151139	0.397875596	0.118287526	0.726750375	1.203337879	3	KLRF1|C9orf172|SH2D1B	KIRC
CUSTOM	DLBC TCGA	0.000292543	0.002486615	0.498493109	-0.574406331	-1.818968706	51	DUSP2|BCL2A1|CD79A|FCRLA|CD53|CD27|NFKBIE|MS4A1|POU2AF1|RELB|CD19|CD48|SIT1|LTA|SP140|LPXN|LIMD2|CXCR5|BATF|WAS|CD37	KIRC
CUSTOM	ESCA TCGA	0.391038697	0.517999312	0.093746542	-0.813908621	-1.077444085	1	ZBTB7A	KIRC
CUSTOM	GBM TCGA	0.000892044	0.00649918	0.477270815	0.890530939	1.776624505	6	TIMP4|PSRC1|BAALC|SCRG1|POU3F2	KIRC
CUSTOM	HNSC TCGA	0.824847251	0.875913328	0.055364284	-0.600280628	-0.794645487	1	KRT5	KIRC
CUSTOM	Heart GTEX	0.003875783	0.020806834	0.431707696	0.605516993	1.766412023	23	NES|NEBL|CORIN|RYR2|TPM1|CRIP2|MYL4|PKP2|TSPAN9|MYOM2|FBXO40	KIRC
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.01420256	0.050255656	0.380730401	0.991844252	1.33105372	1	TPO	KIRC
CUSTOM	KICH TCGA	0.807116105	0.866587818	0.052482762	-0.375345167	-0.709853753	5	SLC39A13|CHCHD10	KIRC
CUSTOM	Kidney GTEX	0.346441948	0.477446809	0.095920678	-0.601336838	-1.137249788	5	POU3F3|GALNT14	KIRC
CUSTOM	LGG TCGA	0.000148116	0.001510786	0.518848078	0.531162511	1.874095436	59	SPARCL1|GPRC5B|GFAP|FAM107A|KCNA2|CTNND2|ABAT|GRIK4|CDH20|MLC1|ACSBG1|CADM2|SNN|SEPT8|NDRG2|CMTM5|DTNA|B3GAT1|FRMPD3|PHACTR3|ZBTB47|MTURN|FEZ1|P2RY12	KIRC
CUSTOM	LIHC TCGA	7.78E-06	0.000113366	0.593325476	-0.896667828	-2.084161487	11	ORM1|SERPINA1|F5|ALDOB|ALB|ASGR1|ASGR2|TFR2	KIRC
CUSTOM	Liver GTEX	0.011321783	0.04277118	0.380730401	-0.541307751	-1.601784522	35	ORM1|SERPINA1|ALB|ASGR1|ASGR2|CES1|ATF5|TFR2|CYP4F3|HPD|C19orf66|DHODH	KIRC
CUSTOM	Lung GTEX	0.021012366	0.064947314	0.352487858	0.671761237	1.687185812	13	A2M|EPAS1|INMT|RBMS2|ACVRL1|CALCRL|SLC6A4|SHROOM4	KIRC
CUSTOM	Monocytes RNAat	0.110465116	0.223062382	0.186432558	-0.873355552	-1.320290183	2	LGALS2|S100A12	KIRC
CUSTOM	Muscle GTEX	0.345821326	0.477446809	0.123842171	0.262664415	1.048275387	116	TNNT3|TACC2|TNNC2|TNNT1|MAPK12|CLTCL1|PDLIM3|PFKM|CACNB1|RYR1|CYB5R1|PGM1|SCN1B|PDE4DIP|C22orf39|ALDOA|RTN2|MACROD1|ALPK3|PYGM|HIF1AN|BTBD1|FHL3|SLC8A3|ADSL|ABLIM2|NFE2L1|UBE3A	KIRC
CUSTOM	NB TCGA	0.203296703	0.329147043	0.161978949	0.311253965	1.163445341	80	DOC2B|RBFOX2|SAMD14|RIMS3|NOVA2|ZNF248|SCN9A|SEPT5|GSE1|ZNF337|CACNB1|ZNF821|YPEL1|STAC|MLLT11|ATAT1|GPRASP1|KIF3C|RBM4B|RTN1|RADIL|SUPT7L|ZNF382|ARVCF	KIRC
CUSTOM	Nerve GTEX	0.489260143	0.608096984	0.089986079	0.319002299	0.967216011	27	EPB41L2|STARD13|ITGB4|ITGA6|INF2|GAS2L3|NEK1|RELN|FGFBP2|FMNL3|BMP8B|PRX|EHBP1	KIRC
CUSTOM	Ovary GTEX	0.341409692	0.477446809	0.106729884	0.480253833	1.121539836	10	MCC|RBP1|GSTM5	KIRC
CUSTOM	PCPG TCGA	0.344748858	0.477446809	0.108394256	0.405536606	1.103630116	17	BEX1|DISP2|SLC35D3|NAP1L5|BSCL2|GNAS|TTC8	KIRC
CUSTOM	PRAD TCGA	0.35106383	0.477446809	0.091968614	-0.423267393	-1.09054747	17	MARC1|NAAA|ACPP|ERGIC1|CPNE4|VIPR1|PDE9A	KIRC
CUSTOM	Pancreas GTEX	0.779291553	0.854706865	0.072179797	0.22194655	0.849727893	89	NEURL3|MYO5C|TRHDE|RPH3AL|CATSPERB|SRPRA|GRB10|CEL|NR5A2|ZNF33B|GMNN|HID1|PGM3|DAP|TC2N|KIAA1549	KIRC
CUSTOM	Pituitary GTEX	0.146634615	0.271940559	0.179782316	0.440290804	1.284414771	23	BEX1|SLC22A17|RTL5|BSCL2|TBX19|GNAS	KIRC
CUSTOM	READ TCGA	0.164728682	0.294777642	0.150169802	-0.839628077	-1.269302869	2	TRABD2A	KIRC
CUSTOM	Salivary Gland GTEX	0.067209776	0.159427841	0.248911114	-0.968604753	-1.282229277	1	SLPI	KIRC
CUSTOM	Skin GTEX	0.590534979	0.684483726	0.072003314	0.619615149	0.943805416	2	TMEM45A|DEGS1	KIRC
CUSTOM	Spleen GTEX	0.039308176	0.10551142	0.287857117	-0.423185205	-1.438283323	75	DLL1|CD8A|GDPD5|FCRLA|MPEG1|FCRL2|CERKL|C1QA|P2RY6|FCRL1|MS4A1|CNR2|POU2AF1|CD19|SCIMP|STAB2|FCRL5|LILRB1|FGD2|MS4A7|TNFRSF13B|BTN3A3|PDLIM2|GRAP|MAFB|FCRL3	KIRC
CUSTOM	TGCT TCGA	0.718992248	0.797143579	0.059476029	-0.564097524	-0.852771155	2	PHC1	KIRC
CUSTOM	THCA TCGA	0.008487029	0.036069874	0.380730401	0.894332034	1.603547311	4	TPO|ATP13A4|TG	KIRC
CUSTOM	Testis GTEX	0.087640449	0.186235955	0.227987203	0.55960557	1.405497258	13	NUP210L|TAF7L|GLUD2|RAD9B|GTSF1|MORC1|PHF7	KIRC
CUSTOM	Thyroid GTEX	0.007905899	0.036069874	0.380730401	0.646119704	1.758354621	17	TPO|MPPED2|ATP13A4|PKHD1L1|FRMPD3|EPOR	KIRC
CUSTOM	UVM TCGA	0.573141487	0.679772461	0.081526514	0.32072433	0.922677792	22	TBC1D16|FAM53B|RAB38|ACCSL|RASGRP3	KIRC
CUSTOM	Uterus GTEX	0.448065173	0.571283096	0.086034724	-0.778391651	-1.030427076	1	SLC37A3	KIRC
CUSTOM	WT TCGA	0.572649573	0.679772461	0.075501529	0.489082626	0.926281329	5	TMSB15A|NREP|NR2F2	KIRC
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.433808554	0.560107247	0.087831263	-0.78979216	-1.045518956	1	GZMB	KIRC
CUSTOM	adipose tissue HPA_RA	0.494824017	0.608096984	0.081526514	0.612868024	1.014773894	3	PLIN4|LIPE	KIRC
CUSTOM	adrenal gland HPA_RA	0.014781075	0.050255656	0.380730401	-0.991581163	-1.312645218	1	NOV	KIRC
CUSTOM	b cell TabSap	0.799614644	0.866587818	0.054231594	-0.469013319	-0.761144683	3	CD19	KIRC
CUSTOM	breast HPA_RA	0.619341564	0.706280193	0.069613344	0.608594548	0.927018701	2	UGT2B28|OXTR	KIRC
CUSTOM	cardiac muscle cell TabSap	0.648033126	0.726366801	0.06767604	0.541945593	0.897342035	3	MYL4|ENO3	KIRC
CUSTOM	cerebral cortex HPA_RA	0.001524245	0.009717061	0.455059867	0.582627836	1.82081117	33	GFAP|CTNND2|BAALC|DNM1|GABRD|CADM2|NRGN|PACSIN1|SYT11|CMTM5|ERC2|B3GAT1|POU3F2|KIF3C|APC2|STX1B	KIRC
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.195694716	0.32722723	0.13725078	0.907568184	1.217955345	1	DNAH2	KIRC
CUSTOM	club cell/type i pneumocyte TabSap	0.050916497	0.12365435	0.287857117	-0.974392704	-1.289891308	1	AGER	KIRC
CUSTOM	endothelial cell TabSap	0.00666785	0.0323867	0.407017919	0.967900368	1.474317746	2	CLEC14A|NOS3	KIRC
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.00339063	0.019213568	0.431707696	-0.957109026	-1.553257478	3	ALAS2|HBB|SLC4A1	KIRC
CUSTOM	esophagus HPA_RA	0.018129712	0.059652602	0.352487858	-0.989827238	-1.31032339	1	TGM3	KIRC
CUSTOM	fallopian tube HPA_RA	0.265503876	0.397875596	0.114750719	-0.774951763	-1.171528826	2	PRR29|IMPG2	KIRC
CUSTOM	heart muscle HPA_RA	0.383429672	0.514602981	0.091679525	-0.676863894	-1.098457832	3	RD3L|NPPA	KIRC
CUSTOM	hematopoietic stem cell TabSap	0.200845666	0.329147043	0.14122512	0.647923151	1.292617806	6	ELANE|MPO|DEFA3|PRTN3|DEFA4	KIRC
CUSTOM	hepatocyte TabSap	0.009020313	0.036802875	0.380730401	-0.9953521	-1.317637147	1	ORM1	KIRC
CUSTOM	iDCs_D6 RNAat	0.876569038	0.903131736	0.053787281	0.36049579	0.646372972	4	F13A1|ALOX15	KIRC
CUSTOM	intestinal tuft cell TabSap	0.137860082	0.26531563	0.170932335	0.864549031	1.316891717	2	BMX|CCSER1	KIRC
CUSTOM	keratinocyte TabSap	0.050096339	0.12365435	0.28201335	-0.86930971	-1.410771157	3	TGM3|KRT1|CSTA	KIRC
CUSTOM	liver HPA_RA	0.001209437	0.008224173	0.455059867	-0.836324436	-1.843788219	9	ORM1|SERPINA1|ALB|ASGR1|ASGR2|TFR2	KIRC
CUSTOM	luminal cell of prostate epithelium TabSap	0.588594705	0.684483726	0.071652737	-0.708673156	-0.93813443	1	NEFH	KIRC
CUSTOM	lung HPA_RA	0.050916497	0.12365435	0.287857117	-0.974392704	-1.289891308	1	AGER	KIRC
CUSTOM	mDCs_D7_LPS RNAat	0.623188406	0.706280193	0.069613344	0.558985007	0.925555536	3	IDO1|CCL5	KIRC
CUSTOM	macrophage TabSap	0.246435845	0.375170988	0.123257226	-0.880119267	-1.165093076	1	CLEC10A	KIRC
CUSTOM	melanocyte TabSap	0.16904277	0.297282113	0.152144922	-0.926247479	-1.226157141	1	MFSD12	KIRC
CUSTOM	neutrophil TabSap	3.27E-07	6.68E-06	0.67496286	-0.879898294	-2.204835757	15	ADGRG3|FCAR|CSF3R|MMP25|BCL2A1|VNN2|FCGR3B|RPH3A|AQP9|MGAM|TNFRSF10C	KIRC
CUSTOM	nk cell TabSap	0.959266802	0.974934968	0.048408762	-0.522318688	-0.691440251	1	SH2D1B	KIRC
CUSTOM	pancreas HPA_RA	0.841563786	0.875913328	0.05490737	0.46106723	0.702303275	2	CEL	KIRC
CUSTOM	placenta HPA_RA	0.124210526	0.243643725	0.183023938	0.625488565	1.369162116	8	HBG2|IGF2|HBG1	KIRC
CUSTOM	platelet TabSap	6.42E-05	0.000817981	0.538434096	0.792167467	2.097133445	15	RUFY1|PF4|NRGN|PPBP|ITGB3|MPIG6B|GP6|GP9|LGALS12|TUBB1|SMOX|PTCRA	KIRC
CUSTOM	prostate HPA_RA	0.215116279	0.337567084	0.129442888	-0.809666931	-1.22400928	2	ACPP	KIRC
CUSTOM	pulmonary ionocyte TabSap	0.527494908	0.640529532	0.077274697	-0.739103745	-0.978418139	1	STAP1	KIRC
CUSTOM	skeletal muscle HPA_RA	0.031470224	0.089165634	0.321775918	0.667845151	1.559623036	10	TNNT3|TNNC2|RYR1|PYGM|FHL3	KIRC
CUSTOM	spleen HPA_RA	0.983706721	0.983706721	0.047258734	-0.510304306	-0.675535732	1	CD5L	KIRC
CUSTOM	stromal cell TabSap	0.033929317	0.093534873	0.321775918	0.87675306	1.451709147	3	MMP1|AKR1C1|SERPINE2	KIRC
CUSTOM	tendon cell TabSap	0.002974939	0.017849634	0.431707696	0.998859949	1.340468778	1	THBS4	KIRC
CUSTOM	testis HPA_RA	0.244769874	0.375170988	0.125639921	0.679310262	1.218010876	4	ODF3|CMTM2|PHF7|ZPBP	KIRC
CUSTOM	thymocyte TabSap	0.15503876	0.282392027	0.155241966	-0.844113198	-1.276083225	2	SLAMF1	KIRC
CUSTOM	thyroid gland HPA_RA	0.018931889	0.060345397	0.352487858	0.948101033	1.444159154	2	TPO|TG	KIRC
CUSTOM	ACC TCGA	0.069688538	0.163134532	0.287805131	0.978485295	1.313460615	1	NR5A1	LIHC
CUSTOM	ALL TCGA	0.18647541	0.317442623	0.144630528	-0.650564122	-1.304872823	6	LILRA2|C1orf228|LAPTM5	LIHC
CUSTOM	AML TCGA	0.242258652	0.389885018	0.116739205	0.310426391	1.128094335	87	HBG2|CEACAM8|MS4A3|DEFA3|DEFA4|ELANE|MPO|TSPAN32|MTRF1L|RHD	LIHC
CUSTOM	Adipose Tissue GTEX	0.020015885	0.068211954	0.352487858	0.871757373	1.572086617	4	FABP4|ADGRL4|PPARG|LIPE	LIHC
CUSTOM	Adrenal Gland GTEX	0.54029304	0.680386179	0.070619625	0.265147944	0.96041656	86	TBX3|PAPSS2|NR5A1|PPIF|ABCB1|SEMA6A|MYO7A|FNDC10|CTSA|EPHX1|SNTB1|PEG10|FBXO9|AKR1B1|CTNNAL1|HS2ST1|DHCR24|FADS2|FDXR|ZNF275|SLC23A2|BABAM2|TBC1D8B|GNS|MPV17|CCDC134|DDB1|UROD|CYB561A3|HMBOX1|MRPL49|RBBP7|GRAMD1B|ELP1	LIHC
CUSTOM	Alveolar_macrophage_4 RNAat	0.774900398	0.822832382	0.057246114	0.499682551	0.759207715	2	CAMP	LIHC
CUSTOM	Bladder GTEX	0.944	0.946215139	0.048311758	-0.381071924	-0.571845449	2	PLA2G4A	LIHC
CUSTOM	Blood GTEX	2.66E-06	3.19E-05	0.62725674	-0.454558023	-1.883068767	196	NFKBID|ADAM8|C16orf54|BCL2A1|CHST11|IL2RG|P2RY8|SORL1|RNASET2|CYTIP|SLC15A4|SAMSN1|EVI2B|ITGB2|PTPRC|LAT2|CD53|LITAF|SEMA4A|ICAM3|TAP1|PLXNC1|CD300A|UBALD2|CD48|LCK|SP110|S1PR4|CD86|C15orf39|PIK3R5|ISG20|PIAS1|ARHGAP15|LPXN|TRPV2|TLR1|CCNK|LSP1|PPP1R18|ITGAL|TRAF3IP3|IFNAR2|HSH2D|PTPN22|VTI1A|LIMD2|RBM22|UNC119|CXorf38|SMAP2|STK17A|ACAP1|RILPL2|WAS|IRF7|PREX1|RNF113A	LIHC
CUSTOM	Blood Vessel GTEX	1.90E-06	3.19E-05	0.643551836	0.752861577	2.208802709	27	CCDC3|BGN|ANTXR1|IGFBP7|NOTCH3|SULF1|CYB5R3|PLS3|EFEMP1|MCAM|ARHGEF17|ITGB5|MYH9|MRVI1|PPP1R14A|LTBP2|MYH10	LIHC
CUSTOM	Brain GTEX	9.64E-05	0.000827843	0.538434096	0.553967232	1.925596839	62	EFR3B|NRXN2|SYT11|FAM107A|STX1B|RAB6B|MLC1|SEPT4|BAALC|CDIP1|FEZ1|TRIM2|CTNND2|APC2|KIF3C|PACSIN1|CORO2B|KBTBD11|MAP1A|MTURN|NAP1L3|GNAO1|CLEC2L|ATP1B2|CLIP2|PDZD4|THRA|DPYSL2|GNG7|ABI2|FAM168A|ATP9A|ALDOC	LIHC
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.946215139	0.946215139	0.048022042	0.361568822	0.549360466	2	PRSS57	LIHC
CUSTOM	CCSK TCGA	0.086956522	0.175618073	0.224966094	-0.364738674	-1.303531192	71	ZPBP|PTCH1|CHST8|HIST2H2AC|HIST1H2BN|HIST1H2BJ|BMP6|HIST1H2BL|HIST1H2BC|AFF2|HIST1H2BD|HIST1H2AI|NLGN1|HIST1H1E|SDK2|HIST4H4|HIST1H1D|HOMER1|HIST2H2BE|STXBP4|CCDC7|SESN3|SPATA6|HIST2H3D|KCTD12|MTRNR2L12|HIST2H2BF	LIHC
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.342	0.493737053	0.100633389	-0.761669269	-1.142978735	2	COL19A1|FCRL5	LIHC
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.505952381	0.668116606	0.078089231	0.617613883	1.030086156	3	SH2D1B|KLRF1|C9orf172	LIHC
CUSTOM	DLBC TCGA	0.00074136	0.005090672	0.477270815	-0.558172314	-1.850993889	50	DUSP2|BCL2A1|CD79A|CD27|RELB|CD53|CD19|FCRLA|CD48|SIT1|NFKBIE|MS4A1|LPXN|POU2AF1|SP140	LIHC
CUSTOM	ESCA TCGA	0.705761317	0.790145822	0.063219117	-0.65220786	-0.862007376	1	ZBTB7A	LIHC
CUSTOM	GBM TCGA	0.004417383	0.022749522	0.407017919	0.887298617	1.743832849	5	PSRC1|POU3F2|BAALC|CNN3|SCRG1	LIHC
CUSTOM	HNSC TCGA	0.205426357	0.341272818	0.132846301	0.887828576	1.191768413	1	KRT5	LIHC
CUSTOM	Heart GTEX	0.01406168	0.051751629	0.380730401	0.582946809	1.702985981	25	FABP3|RYR2|MYH6|NES|SLC4A3|NEBL|CORIN|TPM1|TSPAN9|CDK18|DIRAS1|SLC25A4|MYL4|PKP2	LIHC
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.042831239	0.116095201	0.321775918	0.988375119	1.326736128	1	CEACAM6	LIHC
CUSTOM	Human_Hepatocyte_tRNA RNAat	0.002501272	0.013559528	0.431707696	0.929225429	1.67572183	4	APOA2|FGB|FGA|APOB	LIHC
CUSTOM	KICH TCGA	0.928870293	0.946215139	0.051114795	-0.30701636	-0.584311888	5	PVALB|SLC39A13|CHCHD10|TBC1D1	LIHC
CUSTOM	Kidney GTEX	0.719465649	0.796827547	0.058718588	0.385511562	0.75765668	5	PTH2R|AGRN|PRKAB1	LIHC
CUSTOM	LGG TCGA	0.000268106	0.001972491	0.498493109	0.539642126	1.863301643	58	MRO|SPARCL1|GRIK4|KCNA2|DTNA|FAM107A|ZBTB47|MLC1|CMTM5|FEZ1|NDRG2|CTNND2|ABAT|ACSBG1|ZCCHC24|CDH20|MAP1A|SNN|MTURN|NAP1L3|PEA15	LIHC
CUSTOM	LIHC TCGA	7.22E-08	1.86E-06	0.704975715	0.819677243	2.39455613	25	FGG|APOC1|APOA2|FGB|FGA|ALB|PAH|APOC3|APOH|HRG|GC|HP|ITIH3|RBP4|ALDOB|ARG1	LIHC
CUSTOM	Liver GTEX	6.21E-13	3.20E-11	0.921426003	0.746450117	2.577377976	58	FGG|APOC1|APOA2|CYP2E1|FGB|HPD|FGA|ALB|PAH|APOC3|APOH|HRG|GC|HP|PROX1|CFI|ITIH3|DECR2|RBP4|GCKR	LIHC
CUSTOM	Lung GTEX	0.012267393	0.048597751	0.380730401	0.69016693	1.71967435	13	INMT|A2M|FCN3|CALCRL|EPAS1|RBMS2|ACVRL1|SLC6A4	LIHC
CUSTOM	Monocytes RNAat	0.014068404	0.051751629	0.380730401	-0.963734166	-1.446202049	2	LGALS2|S100A12	LIHC
CUSTOM	Muscle GTEX	0.025572706	0.077470255	0.352487858	0.36207291	1.394191991	118	TACC2|PROB1|CLTCL1|PDLIM3|RYR1|ABLIM2|MAPK12|TNNT3|TNNT1|SLC8A3|PFKM|NEB|C22orf39|TNNC2|CYB5R1|PGM1|ALDOA|HIF1AN|ALPK3|VPS4A|SPTB|SCN1B|BTBD1|UBE2D4|NFE2L1|DVL1|RTN2|UTP11|ADSSL1|NPLOC4|UBFD1|UBAC1|ENO3|CHRNB1	LIHC
CUSTOM	NB TCGA	0.349090909	0.493737053	0.093746542	0.294230139	1.059543111	81	SAMD14|DOC2B|MEIS3|STAC|ARVCF|NOVA2|DBF4B|SCN9A|DCHS1|RBFOX2|KIF3C|SEPT5|RIMS3|ZNF821|ZNF248|YPEL1|GPRASP1|KIDINS220|CAMSAP1|PDZD4|WDR27|TSTD2|ZKSCAN2|RBM4B|RAP1GAP2|QRICH2|UBE2O|ATAT1|CDK5R1|GSE1|PARP6|RTN1	LIHC
CUSTOM	Nerve GTEX	0.016060484	0.05704241	0.352487858	0.527754857	1.59638642	32	GRIK3|ITGB4|KIF19|PLEKHA4|STARD13|EPB41L2|PRX|INF2|BMP8B|GAS2L3|CNP	LIHC
CUSTOM	Ovary GTEX	0.023118476	0.072157668	0.352487858	0.751564282	1.689003741	9	RBP1|MCC|NR2F2|ACSM3	LIHC
CUSTOM	PCPG TCGA	0.129094412	0.237441508	0.170932335	0.499353938	1.33418068	18	APLP1|BEGAIN|BSCL2	LIHC
CUSTOM	PRAD TCGA	0.350840336	0.493737053	0.102080108	-0.397635575	-1.069848487	19	MARC1|CPNE4|ERGIC1|NAAA|VIPR1|ACPP	LIHC
CUSTOM	Pancreas GTEX	0.354723708	0.493737053	0.091679525	0.284790973	1.051013824	93	NEURL3|RPH3AL|PIGM|DAP|CEL|SRPRA|HOMER2|BCAT1|MYO5C|TRHDE|P4HB|GATM|SLC4A4|SSR4|NR5A2|HID1|GRB10|TPST2	LIHC
CUSTOM	Pituitary GTEX	0.751391466	0.806180427	0.055364284	0.277898877	0.80851758	24	SLC22A17|RTL5|ARMCX2|BSCL2|PLD3|P4HTM|GNAS|TBX19|COL9A2|BEX1	LIHC
CUSTOM	READ TCGA	0.009304556	0.041516618	0.380730401	-0.973017526	-1.460132875	2	TRABD2A|GPA33	LIHC
CUSTOM	Salivary Gland GTEX	0.080246914	0.171214038	0.227987203	-0.960440704	-1.269391283	1	SLPI	LIHC
CUSTOM	Skin GTEX	0.566	0.693890735	0.072714108	-0.640371883	-0.960957037	2	DEGS1	LIHC
CUSTOM	Spleen GTEX	0.136690647	0.247002398	0.159646702	0.343238498	1.232871103	78	VCAM1|CCM2L|PITPNM3|CETP|SPIC|CD5L|SEMA3D|NOS3|EXOC3L1|STAB2|PRR5L|LILRA4|FHOD1|SNX8|STAB1|KAZN|HYAL2|PDE2A|GRAP|DNASE1L3|BANK1	LIHC
CUSTOM	TGCT TCGA	0.503984064	0.668116606	0.078502905	0.677338192	1.029134156	2	SPSB2|PHC1	LIHC
CUSTOM	THCA TCGA	0.611111111	0.722790656	0.06847149	0.556561022	0.928259257	3	ATP13A4|TG	LIHC
CUSTOM	Testis GTEX	0.52141527	0.679819909	0.073255866	0.384273574	0.957486342	13	MAEL|MEX3B|NUP210L|GTSF1|TKTL1|TEX14	LIHC
CUSTOM	Thyroid GTEX	0.17816092	0.31102669	0.142901149	0.477078834	1.261628403	17	PDE8B|ATP13A4|EPOR|MPPED2|PKHD1L1|SLC25A29|TG	LIHC
CUSTOM	UVM TCGA	0.541666667	0.680386179	0.072179797	0.33316898	0.928096026	21	TBC1D16|RAB38|ACCSL|CLCN7|RASGRP3|EXOC3|SLC7A8|ST3GAL4|CDK2|KCNAB2|CABLES1	LIHC
CUSTOM	Uterus GTEX	0.537037037	0.680386179	0.076873673	-0.741910298	-0.980564922	1	SLC37A3	LIHC
CUSTOM	WT TCGA	0.159533074	0.283308735	0.153158809	0.655879403	1.336637592	6	MEOX1|NR2F2|KLHL14|TMSB15A|NREP	LIHC
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.633744856	0.733378685	0.06847149	-0.692461178	-0.915209215	1	GZMB	LIHC
CUSTOM	adipose tissue HPA_RA	0.749003984	0.806180427	0.058843817	0.516180029	0.784273654	2	LIPE|PNPLA2	LIHC
CUSTOM	adrenal gland HPA_RA	0.033101181	0.097412046	0.321775918	-0.990630693	-1.309292662	1	NOV	LIHC
CUSTOM	b cell TabSap	0.742971888	0.806180427	0.059603704	-0.458727245	-0.774166389	3	CD19	LIHC
CUSTOM	breast HPA_RA	0.083333333	0.171666667	0.219250347	0.824785903	1.375617621	3	UGT2B11|OXTR	LIHC
CUSTOM	cardiac muscle cell TabSap	0.309160305	0.482477446	0.103958472	0.597542926	1.174367864	5	MYH6|FBN2|MYL4|ENO3	LIHC
CUSTOM	cerebral cortex HPA_RA	4.72E-05	0.00048627	0.557332239	0.670067545	2.066973051	34	APLP1|DNM1|SYT11|STX1B|POU3F2|CMTM5|BAALC|CTNND2|NKAIN2|APC2|KIF3C|PACSIN1|GABRD|NRGN	LIHC
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.081395349	0.171214038	0.219250347	0.955148781	1.282135062	1	DNAH2	LIHC
CUSTOM	club cell/type i pneumocyte TabSap	0.081451338	0.171214038	0.287805131	-0.974754923	-1.28831004	1	AGER	LIHC
CUSTOM	endothelial cell TabSap	0.002102254	0.012029563	0.431707696	0.961475054	1.603594365	3	CLEC14A|FAM110D|NOS3	LIHC
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.062248996	0.156381624	0.257206466	-0.842603037	-1.42201048	3	HBB|ALAS2|SLC4A1	LIHC
CUSTOM	esophagus HPA_RA	0.054755653	0.140995807	0.321775918	-0.985859287	-1.302986409	1	TGM3	LIHC
CUSTOM	fallopian tube HPA_RA	0.61752988	0.722790656	0.068151344	0.617296401	0.937907856	2	IMPG2|PRR29	LIHC
CUSTOM	heart muscle HPA_RA	0.448979592	0.608485499	0.086034724	-0.575820448	-1.039329194	4	NPPA|RD3L	LIHC
CUSTOM	hematopoietic stem cell TabSap	0.001168303	0.007078541	0.455059867	0.88613088	1.805874433	6	DEFA3|DEFA4|ELANE|MPO|AZU1|PRTN3	LIHC
CUSTOM	hepatocyte TabSap	0.00012391	0.00098175	0.518848078	0.948919227	1.86493756	5	APOA2|CYP2E1|APOC3|ITIH3	LIHC
CUSTOM	iDCs_D6 RNAat	0.396946565	0.545139949	0.089164712	0.563238003	1.106947437	5	F13A1|GFRA2|ALOX15|CD200R1	LIHC
CUSTOM	intestinal tuft cell TabSap	0.077689243	0.171214038	0.227987203	0.900751461	1.368583828	2	BMX|CCSER1	LIHC
CUSTOM	keratinocyte TabSap	0.040152819	0.111776768	0.321775918	-0.883557484	-1.491126837	3	TGM3|KRT1|CSTA	LIHC
CUSTOM	liver HPA_RA	2.30E-06	3.19E-05	0.62725674	0.820780572	2.224838555	19	FGG|APOA2|CYP2E1|FGB|FGA|ALB|APOH|HRG|HP|ITIH3|SLC27A5|F12	LIHC
CUSTOM	luminal cell of prostate epithelium TabSap	0.932098765	0.946215139	0.050193425	-0.545154854	-0.720518004	1	NEFH	LIHC
CUSTOM	lung HPA_RA	0.081451338	0.171214038	0.287805131	-0.974754923	-1.28831004	1	AGER	LIHC
CUSTOM	mDCs_D7_LPS RNAat	0.579365079	0.693890735	0.07113274	0.580805846	0.968695941	3	IDO1|CCL5	LIHC
CUSTOM	macrophage TabSap	0.551792829	0.684754956	0.073805272	0.64640821	0.982139758	2	FPR3	LIHC
CUSTOM	mature conventional dendritic cell TabSap	0.069688538	0.163134532	0.287805131	0.97891906	1.314042874	1	SCN11A	LIHC
CUSTOM	melanocyte TabSap	0.314814815	0.483969044	0.107554375	-0.849657326	-1.122971568	1	MFSD12	LIHC
CUSTOM	neutrophil TabSap	2.02E-07	7.01E-06	0.690132459	-0.870904	-2.304346032	15	ADGRG3|FCAR|MMP25|CSF3R|PROK2|MGAM|FCGR3B|VNN2|AQP9|TNFRSF10C|BCL2A1	THCA
CUSTOM	nk cell TabSap	0.348837209	0.493737053	0.097544922	0.812874122	1.091154	1	SH2D1B	LIHC
CUSTOM	pancreas HPA_RA	0.326693227	0.493737053	0.103197467	0.759666782	1.154222576	2	CEL|AMY2B	LIHC
CUSTOM	placenta HPA_RA	0.039258785	0.111776768	0.321775918	0.734308046	1.622763781	8	HBG2|HBG1|IGF2	LIHC
CUSTOM	platelet TabSap	0.021192063	0.068211954	0.352487858	0.65954155	1.706489099	15	MPIG6B|PPBP|ITGB3|GP9|NRGN|GP6|SMOX|PF4|TUBB1|CLEC1B|PTCRA	LIHC
CUSTOM	prostate HPA_RA	0.852	0.895469388	0.053021251	-0.467324854	-0.701278614	2	ACPP	LIHC
CUSTOM	pulmonary ionocyte TabSap	0.573643411	0.693890735	0.070450085	0.704172812	0.945239809	1	STAP1	LIHC
CUSTOM	skeletal muscle HPA_RA	0.276595745	0.438297872	0.111918316	0.509894631	1.189983528	10	RYR1|TNNT3|NEB|TNNC2|ENO3	LIHC
CUSTOM	spleen HPA_RA	0.006529103	0.032023697	0.407017919	0.972583724	1.477724336	2	SPIC|CD5L	LIHC
CUSTOM	stromal cell TabSap	0.009673775	0.041516618	0.380730401	0.928814071	1.549120805	3	MMP1|AKR1C1|SERPINE2	LIHC
CUSTOM	testis HPA_RA	0.640816327	0.733378685	0.067518895	-0.482755875	-0.871351958	4	ZPBP	LIHC
CUSTOM	thymocyte TabSap	0.188	0.317442623	0.142056644	-0.840470303	-1.261229411	2	SLAMF1	LIHC
CUSTOM	thyroid gland HPA_RA	0.348837209	0.493737053	0.097544922	0.815389954	1.094531104	1	TG	LIHC
CUSTOM	ACC TCGA	0.033513006	0.165969173	0.321775918	0.984425809	1.283928571	1	NR5A1	LUAD
CUSTOM	ALL TCGA	0.702	0.810916179	0.062112419	0.391831648	0.809879186	6	C1orf228|PAX5	LUAD
CUSTOM	AML TCGA	1.33E-05	0.000293851	0.593325476	0.489796671	2.010462211	90	RNASE3|HBG2|DEFA3|ELANE|MS4A3|MPO|DEFA4|AZU1|RAB44|CEACAM8|PRAM1|PRSS57|HIST1H4C|FAM151B	LUAD
CUSTOM	Adipose Tissue GTEX	0.00012074	0.001793844	0.538434096	0.963793546	1.775698087	4	FABP4|PPARG|LIPE|ADGRL4	LUAD
CUSTOM	Adrenal Gland GTEX	0.029210487	0.151894533	0.352487858	-0.34882832	-1.421077601	88	LRRN3|DLK1|NOV|SGSH|C3orf33|PORCN|PLBD2|ALKAL2|TM7SF2|KLHDC8B|RMDN2|AKAP7|TRIM24|TMEM138|KCNQ1|SOAT1|TRUB1	LUAD
CUSTOM	Alveolar_macrophage_4 RNAat	0.101214575	0.249538575	0.199915231	0.879132423	1.298612639	2	CAMP|FOLR3	LUAD
CUSTOM	Bladder GTEX	0.036402888	0.167346676	0.321775918	-0.933696717	-1.40523235	2	PLA2G4A	LUAD
CUSTOM	Blood GTEX	0.783673469	0.842415317	0.057852976	-0.190852249	-0.875275937	196	NFKBID|ADAM8|SLC15A4|BCL2A1|CHST11|IL2RG|RNASET2|CYTIP|UBALD2|C16orf54|CD86|PIAS1|CD53|SEMA4A|PTPRC|EVI2B|CCNK|SORL1|B2M|TAP1|CD300A|UBA52|LAT2|CD48|P2RY8|CDC42|C18orf8|ARHGAP15|STK17A|ITGB2|TMEM131L|SAMSN1|SP110|PLXNC1|TMSB4X|MOB1A|C15orf39|LAPTM5|HSH2D	LUAD
CUSTOM	Blood Vessel GTEX	1.41E-05	0.000293851	0.593325476	0.693579836	2.17841054	27	CCDC3|BGN|ARHGEF17|IGFBP7|SULF1|MRVI1|PLS3|ITGA8|MYH9|EFEMP1|MCAM|CYB5R3|ITGB5	LUAD
CUSTOM	Brain GTEX	0.005760242	0.042790368	0.407017919	0.411811857	1.588710892	67	EFR3B|KBTBD11|GFAP|CORO2B|FAM131B|SEPT4|ATP1B2|ARNT2|OLIG2|SYT11|TRIM2|BAALC|CACNA1A|FEZ1|MAP2|APC2|GNG7|CDIP1|FAM168A|PACSIN1|MAP1A	LUAD
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.815789474	0.856990962	0.05559471	0.524892412	0.775346128	2	PRSS57	LUAD
CUSTOM	CCSK TCGA	0.234672304	0.435819994	0.129442888	-0.29432796	-1.158547275	69	HIST1H1T|NLGN1|CHST8|HIST2H2BE|HIST1H2BC|HIST1H2BN|HIST1H2BJ|STXBP4|HIST1H4H|CCDC7|SDK2|HOMER1|HOOK3|HIST1H2BD|ZPBP|HIST1H2BL|HIST2H2AC|ST8SIA6|EVI5|ZNF730|ERCC6L2|DGKH|MTRNR2L12|BMP6|SESN3|PTCH1	LUAD
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.159448819	0.352822918	0.154190967	-0.832961955	-1.253624506	2	COL19A1	LUAD
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.348268839	0.527841342	0.100633389	0.617581015	1.137834374	4	C9orf172|KLRF1|SH2D1B	LUAD
CUSTOM	DLBC TCGA	0.556701031	0.72371134	0.075118164	-0.258997371	-0.95458381	51	DUSP2|BCL2A1|CD79A|CD53|CD19|FCRLA|CD27|CD48|RELB|IL21R|MS4A1|NFKBIE	LUAD
CUSTOM	ESCA TCGA	0.899795501	0.91743855	0.051530912	0.566061954	0.73828125	1	ZBTB7A	LUAD
CUSTOM	GBM TCGA	0.093625498	0.243426295	0.206587923	0.7173214	1.417450598	5	PSRC1|BAALC|POU3F2|CNN3	LUAD
CUSTOM	HNSC TCGA	0.709551657	0.810916179	0.060378636	-0.658137943	-0.867475825	1	KRT5	LUAD
CUSTOM	Heart GTEX	0.16952381	0.364926998	0.146416238	0.424497668	1.264942705	23	FABP3|CDK18|NES|MYOM2|SLC25A4|CORIN|MYL4|NEBL|PKP2|FBXO40|TSPAN9|NDUFA8|TMEM182|RYR2|UQCC2|CRIP2	LUAD
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.002845009	0.026898265	0.431707696	0.998887558	1.302790179	1	CEACAM6	LUAD
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.041506732	0.172668003	0.321775918	0.980489475	1.278794643	1	TPO	LUAD
CUSTOM	KICH TCGA	0.48	0.666036745	0.081302735	-0.487013414	-0.972886603	5	PVALB	LUAD
CUSTOM	Kidney GTEX	0.058	0.18560952	0.266350657	0.723997093	1.49643394	6	PARD6B|PTH2R|GALNT14	LUAD
CUSTOM	LGG TCGA	0.038618464	0.167346676	0.321775918	0.378667021	1.422990276	60	GFAP|B3GAT1|KCNA2|ATP1B2|ARNT2|OLIG2|SPARCL1|ZBTB47|ABAT|FEZ1|CNP|SCD5|ACSBG1|FAM168A|NDRG2|MAP1A|NACC2|RASSF2|PPP2R2B|THRA|CDH20|CMTM5|RASGEF1C|SNN|ALDOC|MLC1|SEPT8|MTSS1L	LUAD
CUSTOM	LIHC TCGA	0.18359375	0.381818182	0.142056644	-0.498994359	-1.277531308	12	SERPINA1|F5|ORM1|ASGR2|ALB	LUAD
CUSTOM	Liver GTEX	0.696606786	0.810916179	0.062386149	-0.242767842	-0.860953376	41	SERPINA1|ORM1|ASGR2|ALB|CES1|ATF5|LIPC|STEAP3|TMEM176A|C5|TTC39C|ASGR1|SLC25A13|NADK2	LUAD
CUSTOM	Lung GTEX	0.004008998	0.034744647	0.407017919	0.674818811	1.778225012	14	EMP2|A2M|EPAS1|RBMS2|SLC6A4|INMT|FCN3|SHROOM4|DOCK4|CALCRL|ACVRL1	LUAD
CUSTOM	Monocytes RNAat	0.783464567	0.842415317	0.056176659	-0.520125491	-0.782799331	2	LGALS2	LUAD
CUSTOM	Muscle GTEX	0.517786561	0.690382082	0.076674687	0.231340784	0.97336566	119	CLTCL1|TACC2|PHKA1|PROB1|TNNT3|PGM1|VPS4A|MAPK12|FHL3|CAND2|ADSSL1|ALPK3|UTP11|HIF1AN|KEAP1	LUAD
CUSTOM	NB TCGA	0.503875969	0.687172477	0.077073673	0.24244148	0.976379349	83	DOC2B|ARVCF|ZKSCAN2|RIMS3|RBFOX2|ATAT1|NOVA2|RADIL|GPRASP1|ZNF337|MTMR4|YPEL1|CDK5R1|KIAA1211|DBF4B|STAC|DCHS1|SEPT5|GDAP1|RAP1GAP2|TSTD2|KIF3C|SCN9A|CPSF4|QRICH2|SGSM1|ZNF821|SBF2|UNK	LUAD
CUSTOM	Nerve GTEX	0.171936759	0.364926998	0.1482615	0.391605714	1.262389046	31	ITGB4|KIF19|S100B|CNP|PRX|FGFBP2|STARD13|EPB41L2|BMP8B|FMNL3|GAS2L3|RASGEF1C	LUAD
CUSTOM	Ovary GTEX	0.299595142	0.479352227	0.109684062	0.462958851	1.15641958	11	RBP1|SIGLEC11|MCC|NR2F2	LUAD
CUSTOM	PCPG TCGA	0.201581028	0.381818182	0.135740944	-0.425589194	-1.2195323	18	DLK1|LIN7B	LUAD
CUSTOM	PRAD TCGA	0.295833333	0.479352227	0.112378519	-0.382963654	-1.13248038	21	VIPR1|NAAA|CPNE4|PNPLA7|ERGIC1|PDE9A	LUAD
CUSTOM	Pancreas GTEX	0.724409449	0.818897638	0.059860312	0.213872561	0.873721232	94	RPH3AL|CEL|NEURL3|MAP3K21|KLK1|FANCF|ZNF710|COMTD1|BCAT1|TIFA|SPSB4|PSEN2|P4HB|NR5A2|TRHDE|ANXA4|SRPRA|HID1|EXD2|UBA5	LUAD
CUSTOM	Pituitary GTEX	0.705202312	0.810916179	0.060118614	0.273578493	0.83879033	25	SLC22A17|ARMCX2|BEX1|RTL5|COL9A2|PLD3	LUAD
CUSTOM	READ TCGA	0.090721649	0.243426295	0.213927855	-0.803141057	-1.354595341	3	TRABD2A|GPA33	LUAD
CUSTOM	Salivary Gland GTEX	0.00162389	0.016888452	0.455059867	0.989131365	1.461097849	2	TCN1|SLPI	LUAD
CUSTOM	Skin GTEX	0.480314961	0.666036745	0.080419997	-0.691570389	-1.040827354	2	TMEM45A|DEGS1	LUAD
CUSTOM	Spleen GTEX	0.197318008	0.381818182	0.135002034	0.296936882	1.180264052	78	VCAM1|SPIC|CCM2L|NOS3|CD5L|SEMA3D|EXOC3L1|FES|CETP|LILRA4|DNASE1L3|FHOD1|PITPNM3|SNX8|PRR5L|PAX5|KLRF1|STAB2|CD180|ZKSCAN4|ABI3	LUAD
CUSTOM	TGCT TCGA	0.87854251	0.913684211	0.052163031	0.465479941	0.68758485	2	SPSB2|PHC1	LUAD
CUSTOM	THCA TCGA	0.126272912	0.291830731	0.178219875	0.73756082	1.358885772	4	TPO|ATP13A4|DAPK2|TG	LUAD
CUSTOM	Testis GTEX	0.369439072	0.548880906	0.094050347	-0.399353643	-1.069902724	14	MORC1|PHF7|RAD9B|ZCWPW1|TAF7L|ZPBP|HSF5	LUAD
CUSTOM	Thyroid GTEX	0.085106383	0.239217941	0.213927855	0.494304754	1.412951582	19	PAX8|TPO|SLC25A29|ATP13A4|PDE8B|MROH1|SNX22|HIRA	LUAD
CUSTOM	UVM TCGA	0.315280464	0.49680558	0.103576327	0.378731329	1.117271432	22	AP5B1|TBC1D16|FAM53B|KCNAB2|RAB38|CLCN7	LUAD
CUSTOM	Uterus GTEX	0.50877193	0.687172477	0.076873673	-0.766472702	-1.010269271	1	SLC37A3	LUAD
CUSTOM	WT TCGA	0.097609562	0.247594986	0.202071709	0.713803712	1.410499532	5	KLHL14|TMSB15A|NR2F2|ZNF516|NREP	LUAD
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.894736842	0.91743855	0.049590196	-0.56383707	-0.743180108	1	GZMB	LUAD
CUSTOM	adipose tissue HPA_RA	0.350202429	0.527841342	0.099927697	0.757651638	1.119166996	2	LIPE|PNPLA2	LUAD
CUSTOM	adrenal gland HPA_RA	0.659448819	0.79747299	0.064358337	-0.607293244	-0.913988554	2	NOV	LUAD
CUSTOM	b cell TabSap	0.793814433	0.842415317	0.057730855	-0.420357057	-0.708983442	3	CD19	LUAD
CUSTOM	breast HPA_RA	0.058895328	0.18560952	0.321775918	-0.908258451	-1.366947247	2	OXTR|UGT2B28	LUAD
CUSTOM	cardiac muscle cell TabSap	0.283095723	0.471655329	0.113787262	0.660020773	1.216025599	4	FBN2|MYL4	LUAD
CUSTOM	cerebral cortex HPA_RA	0.012255644	0.079661686	0.380730401	0.503815388	1.63442546	33	GFAP|B3GAT1|DNM1|GABBR2|OLIG2|SYT11|BAALC|FEZF2|POU3F2|CNP|MAP2|APC2|ICAM5|PACSIN1|KIF3C|NRGN|CMTM5|SERPINI1	LUAD
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.705653021	0.810916179	0.060640401	-0.65976382	-0.869618854	1	DNAH2	LUAD
CUSTOM	club cell/type i pneumocyte TabSap	0.192982456	0.381818182	0.138022242	-0.908608591	-1.197615175	1	AGER	LUAD
CUSTOM	endothelial cell TabSap	0.000312004	0.003605383	0.498493109	0.954292562	1.758193426	4	CLEC14A|FAM110D|NOS3|ADCY4	LUAD
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.027607932	0.151117103	0.352487858	-0.864748654	-1.458504067	3	ALAS2|HBB	LUAD
CUSTOM	esophagus HPA_RA	0.037806489	0.167346676	0.321775918	-0.981773062	-1.294051507	1	TGM3	LUAD
CUSTOM	fallopian tube HPA_RA	0.283464567	0.471655329	0.111462667	-0.777187973	-1.169683541	2	PRR29	LUAD
CUSTOM	heart muscle HPA_RA	0.051546392	0.181747573	0.287857117	-0.835380752	-1.408971519	3	RD3L|NPPA	LUAD
CUSTOM	hematopoietic stem cell TabSap	3.26E-13	3.39E-11	0.932595211	0.997945381	2.062659302	6	DEFA3|ELANE|MPO|DEFA4|AZU1|PRTN3	LUAD
CUSTOM	hepatocyte TabSap	0.050115363	0.181747573	0.321775918	-0.976981003	-1.287735209	1	ORM1	LUAD
CUSTOM	iDCs_D6 RNAat	0.935420744	0.944502498	0.04773424	-0.307112899	-0.57615599	4	CD1C|ALOX15|CD200R1|F13A1	LUAD
CUSTOM	intestinal tuft cell TabSap	0.651821862	0.79747299	0.066284219	0.62381847	0.921475001	2	BMX	LUAD
CUSTOM	keratinocyte TabSap	0.412371134	0.604036591	0.091392433	-0.654133125	-1.103275291	3	TGM3	LUAD
CUSTOM	liver HPA_RA	0.103174603	0.249538575	0.195789002	-0.592264753	-1.437945868	10	SERPINA1|ORM1|ASGR2|ALB|LIPC|C5|ASGR1	LUAD
CUSTOM	luminal cell of prostate epithelium TabSap	0.787321063	0.842415317	0.057730855	0.626561698	0.8171875	1	NEFH	LUAD
CUSTOM	lung HPA_RA	0.192982456	0.381818182	0.138022242	-0.908608591	-1.197615175	1	AGER	LUAD
CUSTOM	mDCs_D7_LPS RNAat	0.449484536	0.649255441	0.086539974	-0.640658876	-1.080549326	3	RSAD2|CCL5	LUAD
CUSTOM	macrophage TabSap	0.777559055	0.842415317	0.056529953	-0.534730425	-0.804780051	2	CLEC10A	LUAD
CUSTOM	mature conventional dendritic cell TabSap	0.595092025	0.745657477	0.071305299	0.728136231	0.949665179	1	SCN11A	LUAD
CUSTOM	melanocyte TabSap	0.536062378	0.705702371	0.074175897	-0.747561184	-0.985342453	1	MFSD12	LUAD
CUSTOM	neutrophil TabSap	2.37E-07	8.13E-06	0.690132459	-0.844734861	-2.323834818	15	ADGRG3|FCAR|BCL2A1|MMP25|CSF3R|AQP9|VNN2|FCGR3B|TNFRSF10C	ANA
CUSTOM	nk cell TabSap	0.584867076	0.745285391	0.072179797	0.731730276	0.954352679	1	SH2D1B	LUAD
CUSTOM	pancreas HPA_RA	0.346153846	0.527841342	0.100633389	0.759360213	1.121690822	2	CEL|AMY2B	LUAD
CUSTOM	pancreatic acinar cell TabSap	0.09202454	0.243426295	0.211400189	0.959524217	1.251450893	1	KLK1	LUAD
CUSTOM	placenta HPA_RA	0.054878049	0.184107002	0.276500599	0.676671748	1.534244283	8	HBG2|HBG1|IGF2	LUAD
CUSTOM	platelet TabSap	0.587628866	0.745285391	0.072357085	0.34279919	0.910625604	15	ITGB3|MPIG6B|NRGN|PPBP|GP6|GP9	LUAD
CUSTOM	prostate HPA_RA	0.975708502	0.975708502	0.047353425	0.348309799	0.514506683	2	SLC45A3|ACPP	LUAD
CUSTOM	pulmonary ionocyte TabSap	0.647173489	0.79747299	0.064794337	-0.684494267	-0.902215463	1	STAP1	LUAD
CUSTOM	skeletal muscle HPA_RA	0.457831325	0.652252847	0.084074558	0.41023877	1.001954228	10	TNNT3|FHL3|RYR1|TNNC2	LUAD
CUSTOM	spleen HPA_RA	0.010020278	0.06947393	0.380730401	0.964655541	1.424943325	2	SPIC|CD5L	LUAD
CUSTOM	stromal cell TabSap	0.048355899	0.181747573	0.287857117	0.852269314	1.456057121	3	MMP1|AKR1C1	LUAD
CUSTOM	testis HPA_RA	0.285714286	0.471655329	0.110564716	-0.636688904	-1.194453658	4	PHF7|ZPBP	LUAD
CUSTOM	thymocyte TabSap	0.06496063	0.198703103	0.248911114	-0.89148481	-1.34170258	2	SLAMF1|ANKRD55	LUAD
CUSTOM	thyroid gland HPA_RA	0.137651822	0.311212815	0.169570644	0.843546345	1.246046575	2	TPO|TG	LUAD
CUSTOM	ACC TCGA	0.467680608	0.657280855	0.07998588	0.772883689	1.023815886	1	NR5A1	LUSC
CUSTOM	ALL TCGA	0.622222222	0.75245478	0.06847149	0.420856495	0.875760956	6	C1orf228|PAX5	LUSC
CUSTOM	AML TCGA	5.02E-05	0.001044926	0.557332239	0.460552312	1.929967074	89	CEACAM8|DEFA3|DEFA4|MS4A3|ELANE|MPO|AZU1|RAB44|FAM151B|PRAM1|RHD|HIST1H4C	LUSC
CUSTOM	Adipose Tissue GTEX	0.000494566	0.007347836	0.477270815	0.951897427	1.7433681	4	PPARG|FABP4|ADGRL4|LIPE	LUSC
CUSTOM	Adrenal Gland GTEX	0.4749499	0.658597194	0.08197788	-0.23763063	-0.987234832	87	LRRN3|SGSH|NOV|ALKAL2|C3orf33|RMDN2|CTSA|PORCN|AKAP7|ACP1|TRIM24|SOAT1|KCNQ1|NLK|TMEM138|TRUB1|SLC35F5|PLBD2	LUSC
CUSTOM	Alveolar_macrophage_4 RNAat	0.152641879	0.353021045	0.157402899	0.849436462	1.284174638	2	CAMP|FOLR3	LUSC
CUSTOM	Bladder GTEX	0.128309572	0.349737129	0.176694269	-0.846941409	-1.298386647	2	PLA2G4A|ABCC4	LUSC
CUSTOM	Blood GTEX	0.969635628	0.982834361	0.047638726	-0.164027365	-0.776828209	196	NFKBID|ADAM8|HLA-B|IL2RG|TGFB1|SLC15A4|HLA-A|C16orf54|RNASET2|SRGN|ARID3B|CHST11|BCL2A1|UBALD2|PTPRC|CYTIP|B2M|CD86|TAP1|WIPF1|P2RY8|LCK|CD53|PIAS1|CD48|TMSB4X|LAT2|CDC42|MOB1A	LUSC
CUSTOM	Blood Vessel GTEX	0.011093852	0.064097812	0.380730401	0.538725953	1.757641748	27	CCDC3|SULF1|BGN|ARHGEF17|ITGA8|MRVI1|IGFBP7|MCAM|PLS3|EFEMP1|NOTCH3|MYH10|FOXC1	LUSC
CUSTOM	Brain GTEX	0.169201521	0.366603295	0.146416238	0.299128574	1.183000886	65	CORO2B|KBTBD11|FAM107A|ARNT2|CADM2|BAALC|SYT11|NRXN2|TRIM2|APC2|FEZ1|SEPT4|CACNA1A|DPYSL2|STX1B|OLIG1	LUSC
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.757637475	0.875492193	0.059348768	-0.525043107	-0.804906871	2	HEMGN	LUSC
CUSTOM	CCSK TCGA	0.144016227	0.349737129	0.165656695	-0.304030222	-1.216539268	72	BMP6|HIST1H1T|MTRNR2L1|NLGN1|ZPBP|CHST8|HIST1H4H|HIST1H2BC|HIST1H2BJ|HIST2H2BE|SESN3|MTRNR2L12|HIST1H2BN|STXBP4	LUSC
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.144602851	0.349737129	0.165656695	-0.84033683	-1.288261627	2	FCRL5	LUSC
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.138947368	0.349737129	0.172324345	0.739523277	1.354411992	4	C9orf172|KLRF1|NMUR1|SH2D1B	LUSC
CUSTOM	DLBC TCGA	0.880165289	0.915371901	0.053021251	-0.195949193	-0.740511999	52	DUSP2|CD27|CD79A|MS4A1|BCL2A1|CD19	LUSC
CUSTOM	ESCA TCGA	0.853612167	0.906285714	0.050600424	0.572264281	0.758061362	1	ZBTB7A	LUSC
CUSTOM	GBM TCGA	0.022202718	0.100394899	0.352487858	0.798647524	1.578603416	5	PSRC1|POU3F2|BAALC|CNN3	LUSC
CUSTOM	HNSC TCGA	0.323529412	0.525735294	0.107140237	-0.860289057	-1.141714398	1	KRT5	LUSC
CUSTOM	Heart GTEX	0.463465553	0.657280855	0.085535695	-0.3155499	-0.982229319	22	RD3L|MYL4|HSPB3	LUSC
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.003240414	0.025923309	0.431707696	0.998795595	1.323074626	1	CEACAM6	LUSC
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.023465034	0.101681814	0.352487858	0.990192705	1.311678634	1	TPO	LUSC
CUSTOM	JY_2x10e6c/vial_(B_cellijn) RNAat	0.347908745	0.540037455	0.096562955	0.842222987	1.115667578	1	TLR10	LUSC
CUSTOM	KICH TCGA	0.708	0.827325843	0.061705405	-0.400631357	-0.805244166	5	PVALB	LUSC
CUSTOM	Kidney GTEX	0.854	0.906285714	0.052912985	-0.335280866	-0.673893736	5	POU3F3|AGRN	LUSC
CUSTOM	LGG TCGA	0.065420561	0.226791277	0.241339977	0.342904129	1.341710334	60	FAM107A|KCNA2|GPRC5B|ARNT2|FXYD6|SPARCL1|CADM2|ZBTB47|NACC2|RASSF2|FEZ1|NDRG2|OLIG1|B3GAT1|FRMPD3|ZCCHC24	LUSC
CUSTOM	LIHC TCGA	0.487179487	0.666666667	0.079770592	0.375464495	0.981739576	12	ARG1|GLYCTK|ASGR2|HP|ASGR1	LUSC
CUSTOM	Liver GTEX	0.296812749	0.501460102	0.109250039	0.308612487	1.099469843	41	DECR2|TMEM176B|PROX1|NAGS|CYP4F3|TMEM176A|ASL|XYLB|SEPHS2|TTC38|ASGR2	LUSC
CUSTOM	Lung GTEX	0.069444444	0.23297491	0.241339977	0.570806902	1.504119119	13	EPAS1|FCN3|A2M|ACVRL1|RBMS2|INMT|CALCRL|DOCK4	LUSC
CUSTOM	Monocytes RNAat	0.381604697	0.575172296	0.092848121	0.717310386	1.084426965	2	S100A12	LUSC
CUSTOM	Muscle GTEX	1	1	0.043800203	-0.1382311	-0.613982028	118	MYO18B|SLC8A3|CYB5R1|XIRP2|CACNB1|RTN2|JSRP1|KPNA3|TTN|BEST3|CLIP1|DNAJB6|ASB8|NAA50|UBE2G1	LUSC
CUSTOM	NB TCGA	0.185483871	0.370967742	0.143758989	-0.284985132	-1.172752015	81	GGT7|DUSP8|MADD|GDPD1|KIF3C|KCNQ5|KIAA1211|DPYSL4|CACNB1|HFM1|KIF5C|KIDINS220|RUFY2|EML5	LUSC
CUSTOM	Nerve GTEX	0.127201566	0.349737129	0.173747839	0.397295988	1.319410848	29	PRX|ITGB4|STARD13|KIF19|FGFBP2|PLEKHA4|EPB41L2|RELN|CNP|ST6GALNAC2	LUSC
CUSTOM	Ovary GTEX	0.435742972	0.638271395	0.086794976	0.412362468	1.017546757	10	MCC|RBP1|NR2F2	LUSC
CUSTOM	PCPG TCGA	0.177480916	0.370404412	0.142901149	0.426311671	1.260596774	18	BEGAIN|DISP2|BEX1|DLK1	LUSC
CUSTOM	PRAD TCGA	0.016507496	0.081751408	0.352487858	-0.553222982	-1.691256805	19	ARHGAP6|CPNE4|SLC45A3|PDE9A|VIPR1|NAAA|PNPLA7|ABCC4	LUSC
CUSTOM	Pancreas GTEX	0.181640625	0.370404412	0.142901149	-0.271370495	-1.145654017	91	FAIM|SH3YL1|TPST2|XPNPEP1|LGR4|HOMER2|FKBP11|TC2N|SLC38A10|ERO1B|NOMO1|SUCO|SSFA2|SLC33A1|C1orf27|NAA16|SSR4|ICA1|SEC63|TTC17|SEL1L|BACE1|GCAT	LUSC
CUSTOM	Pituitary GTEX	0.369519833	0.56514798	0.09854998	-0.33104261	-1.05130609	24	CHST8|SLC22A17|PCSK1N|BSCL2|PTPRN|DZIP3|POMC|QSOX2	LUSC
CUSTOM	READ TCGA	0.006801641	0.047158042	0.407017919	-0.948170053	-1.642910722	3	TRABD2A|GPA33	LUSC
CUSTOM	Salivary Gland GTEX	0.000718591	0.008303712	0.477270815	0.99208466	1.499829611	2	TCN1|SLPI	LUSC
CUSTOM	Skin GTEX	0.285132383	0.501460102	0.113312908	-0.755570851	-1.158312833	2	TMEM45A|DEGS1	LUSC
CUSTOM	Spleen GTEX	0.345098039	0.540037455	0.098890301	0.25663416	1.053492349	79	VCAM1|SPIC|P2RX5|NOS3|FES|CCM2L|CD5L|HYAL2|PITPNM3|STAB2|KAZN|KLRF1|SEMA3D|STAB1|FHOD1|TLR10|ABI3|CD180|PRR5L|MAFB|LILRA4|EXOC3L1|AP2A2	LUSC
CUSTOM	TGCT TCGA	0.223091977	0.421846647	0.127505315	0.801744629	1.212074316	2	SPSB2|PHC1	LUSC
CUSTOM	THCA TCGA	0.298947368	0.501460102	0.112378519	0.645860774	1.18287227	4	TPO|ATP13A4|DAPK2	LUSC
CUSTOM	Testis GTEX	0.064926163	0.226791277	0.287805131	-0.575350076	-1.544309379	13	ZPBP|MORC1|PHF7|HSF5|TAF7L|ZCWPW1|TEX14|RAD9B	LUSC
CUSTOM	Thyroid GTEX	0.795019157	0.879595663	0.054231594	0.256317904	0.74227057	17	TPO|ATP13A4|MROH1|FRMPD3|HIRA	LUSC
CUSTOM	UVM TCGA	0.206439394	0.405088622	0.130777138	0.391927973	1.226593161	23	TBC1D16|MLPH|AP5B1|KCNAB2|FAM53B|SLC7A8|CLCN7|EXOC3|ST6GALNAC2	LUSC
CUSTOM	Uterus GTEX	0.97338403	0.982834361	0.044596162	0.515485203	0.682847817	1	SLC37A3	LUSC
CUSTOM	WT TCGA	0.545816733	0.687752322	0.074362538	0.47944845	0.947675836	5	NR2F2|ZNF516	LUSC
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.848739496	0.906285714	0.055479331	-0.56761872	-0.75330316	1	GZMB	LUSC
CUSTOM	adipose tissue HPA_RA	0.074363992	0.241682975	0.23112671	0.901793467	1.363327748	2	LIPE|PNPLA2	LUSC
CUSTOM	adrenal gland HPA_RA	0.01274484	0.069761228	0.380730401	-0.99449415	-1.319821844	1	NOV	LUSC
CUSTOM	b cell TabSap	0.869294606	0.913198374	0.053787281	0.39115254	0.652822013	3	STAG3	LUSC
CUSTOM	breast HPA_RA	0.001895219	0.01711056	0.455059867	-0.986148155	-1.511794773	2	UGT2B28|OXTR	LUSC
CUSTOM	cardiac muscle cell TabSap	0.451612903	0.652329749	0.081751558	-0.538955888	-1.029998795	4	MYL4|TTN	LUSC
CUSTOM	cerebral cortex HPA_RA	0.292730845	0.501460102	0.109250039	0.319709826	1.096550891	34	POU3F2|CADM2|BAALC|FEZF2|SYT11|APC2|GABBR2|STX1B|OLIG1|B3GAT1	LUSC
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.165966387	0.366603295	0.156312403	-0.934101858	-1.239673494	1	DNAH2	LUSC
CUSTOM	club cell/type i pneumocyte TabSap	0.138655462	0.349737129	0.172324345	-0.948210599	-1.25839761	1	AGER	LUSC
CUSTOM	endothelial cell TabSap	0.005186476	0.038528108	0.407017919	0.946824987	1.58022288	3	CLEC14A|NOS3|ADCY4	LUSC
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.001137192	0.011826795	0.455059867	-0.972552056	-1.685157842	3	ALAS2|HBB|SLC4A1	LUSC
CUSTOM	esophagus HPA_RA	0.323529412	0.525735294	0.107140237	-0.859686855	-1.140915198	1	TGM3	LUSC
CUSTOM	fallopian tube HPA_RA	0.097759674	0.299029591	0.204294757	-0.871286264	-1.33570804	2	PRR29	LUSC
CUSTOM	heart muscle HPA_RA	0.034406333	0.137625331	0.321775918	-0.890918344	-1.543709691	3	RD3L|MYL4	LUSC
CUSTOM	hematopoietic stem cell TabSap	1.27E-12	1.32E-10	0.910119735	0.996901627	2.074454193	6	DEFA3|DEFA4|ELANE|MPO|AZU1|PRTN3	LUSC
CUSTOM	hepatocyte TabSap	0.521008403	0.687752322	0.079556468	-0.730729525	-0.96977221	1	ORM1	LUSC
CUSTOM	iDCs_D6 RNAat	0.56	0.687752322	0.073255866	-0.468904438	-0.942468823	5	F13A1|CD1C|CD200R1	LUSC
CUSTOM	intestinal tuft cell TabSap	0.217221135	0.418351816	0.129442888	0.802732053	1.213567098	2	BMX|CCSER1	LUSC
CUSTOM	keratinocyte TabSap	0.562105263	0.687752322	0.075694631	0.506462643	0.927569284	4	SPINK5|CSTA	LUSC
CUSTOM	liver HPA_RA	0.78968254	0.879595663	0.056176659	-0.302552585	-0.750623732	10	SERPINA1|LIPC|ALB|ORM1	LUSC
CUSTOM	luminal cell of prostate epithelium TabSap	0.501901141	0.67789245	0.076279718	0.752064694	0.996237586	1	NEFH	LUSC
CUSTOM	lung HPA_RA	0.138655462	0.349737129	0.172324345	-0.948210599	-1.25839761	1	AGER	LUSC
CUSTOM	mDCs_D7_LPS RNAat	0.278846154	0.5	0.111011492	-0.682978083	-1.183407988	3	RSAD2|CCL5	LUSC
CUSTOM	macrophage TabSap	0.66730038	0.788627722	0.062112419	0.674638679	0.893673662	1	CLEC10A	LUSC
CUSTOM	mature conventional dendritic cell TabSap	0.119771863	0.349737129	0.176694269	0.94571576	1.252761357	1	SCN11A	LUSC
CUSTOM	melanocyte TabSap	0.554621849	0.687752322	0.076279718	-0.716534756	-0.950933922	1	MFSD12	LUSC
CUSTOM	neutrophil TabSap	1.66E-07	8.53E-06	0.690132459	-0.914810797	-2.090146419	15	FCAR|ADGRG3|MMP25|CSF3R|PROK2|AQP9|BCL2A1|TNFRSF10C|VNN2|MGAM|FCGR3B|CXCR2	TGCT
CUSTOM	nk cell TabSap	0.530418251	0.687752322	0.073438141	0.739332416	0.979371519	1	SH2D1B	LUSC
CUSTOM	pancreas HPA_RA	0.553971487	0.687752322	0.074738523	-0.642608593	-0.985138296	2	CEL	LUSC
CUSTOM	placenta HPA_RA	0.064516129	0.226791277	0.252961123	-0.641683705	-1.481298436	8	TFPI2|SIGLEC6|FCGR2B|HBG2|HLA-G	LUSC
CUSTOM	platelet TabSap	0.000646988	0.008303712	0.477270815	-0.723334553	-2.049725784	15	PTCRA|TUBB1|GP6|LGALS12|GP9|NRGN|ACRBP	LUSC
CUSTOM	prostate HPA_RA	0.085539715	0.269579707	0.219250347	-0.879326881	-1.348034549	2	SLC45A3	LUSC
CUSTOM	pulmonary ionocyte TabSap	0.632352941	0.75591616	0.069613344	-0.674294563	-0.894875745	1	STAP1	LUSC
CUSTOM	skeletal muscle HPA_RA	0.963855422	0.982834361	0.047543419	0.213500554	0.526834552	10	FHL3|STAC3|RYR1|ENO3	LUSC
CUSTOM	spleen HPA_RA	0.015956294	0.081751408	0.352487858	0.950529123	1.437006117	2	SPIC|CD5L	LUSC
CUSTOM	stromal cell TabSap	0.834615385	0.906285714	0.052163031	-0.405719537	-0.702997289	3	SERPINE2	LUSC
CUSTOM	testis HPA_RA	0.010099037	0.061782344	0.380730401	-0.873144602	-1.66866697	4	ZPBP|ODF3|PHF7	LUSC
CUSTOM	thymocyte TabSap	0.152749491	0.353021045	0.160801401	-0.834552181	-1.279393587	2	ANKRD55|SLAMF1	LUSC
CUSTOM	thyroid gland HPA_RA	0.256360078	0.476097288	0.117765788	0.77687785	1.174480819	2	TPO	LUSC
CUSTOM	ACC TCGA	0.071713147	0.178408318	0.237793834	0.96478504	1.290699009	1	NR5A1	OV
CUSTOM	ALL TCGA	0.582366589	0.692224719	0.078920964	0.441599325	0.900725325	6	VPREB3|PAX5	OV
CUSTOM	AML TCGA	0.282115869	0.464126107	0.085042746	-0.340772128	-1.110926715	87	FCAR|AHSP|CA1|MXD1|HBM|H3F3B|CFP|UBE2B|FOXP1|CNST|CHURC1|CDADC1|RBX1|RHD|ARID4B|KMT2E|RPL34|NFE2|ZNF668|STK4|ING3|XRN1|NSRP1|MIS18BP1|PSME1|SRRM1|TNRC6B|NOL7|U2SURP|CHD9|MAP3K8|AZU1|CEP152|RTF1|RBL1|JMJD1C|ANKRD12	OV
CUSTOM	Adipose Tissue GTEX	0.013806702	0.108329506	0.380730401	0.884845373	1.613138177	4	FABP4|PPARG|ADGRL4|LIPE	OV
CUSTOM	Adrenal Gland GTEX	0.306532663	0.488536432	0.080419997	-0.330092845	-1.078553837	88	LRRN3|NOV|SGSH|KLHDC8B|QPCT|ALKAL2|PLBD2|PORCN|C2CD2|KCNQ1|GNS	OV
CUSTOM	Alveolar_macrophage_4 RNAat	0.627118644	0.702924194	0.064648457	-0.644742775	-0.929274359	2	FOLR3	OV
CUSTOM	Bladder GTEX	0.397363465	0.596045198	0.088359444	-0.741501355	-1.068733489	2	PLA2G4A|ABCC4	OV
CUSTOM	Blood GTEX	0.119589977	0.248942402	0.133554955	-0.354865921	-1.254685166	196	NFKBID|ADAM8|BCL2A1|RNASET2|CD86|C16orf54|UBALD2|IL2RG|CHST11|SAMSN1|TAP1|SEMA4A|CYTIP|LAT2|SORL1|EVI2B|PTPRC|SLC15A4|P2RY8|ITGB2|TACC3|SP110|RILPL2|ARPC1B|CD300A|LITAF|CD53|C15orf39|CDC42|CCNK|C18orf8|ZC3HAV1|MOB1A|LCK|PLXNC1|SRPK1|PPP1R18|IRF2|TNIP1|ARHGAP15|CD48|ISG20|LAPTM5|STK4|UBA52|SRGN|HLA-A|ARPC5|ICAM3|PIAS1|HLA-B|NIN|TLR6	OV
CUSTOM	Blood Vessel GTEX	0.055098662	0.162549801	0.321775918	0.479118521	1.443241202	23	AEBP1|CCDC3|BGN|PLS3|MCAM|MRVI1|IGFBP7|HEY2|ATL3|NOTCH3|CYB5R3	OV
CUSTOM	Brain GTEX	0.008254016	0.084190959	0.380730401	0.43462068	1.607144253	63	FAM131B|CORO2B|TRIM2|CADM2|PACSIN1|GNG7|KBTBD11|FAM107A|BAALC|CTNND2|APC2|CDIP1|SEPT4|STX1B|FEZ1	OV
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.612	0.6936	0.06879431	-0.714872422	-0.930093086	1	HEMGN	OV
CUSTOM	CCSK TCGA	0.071240106	0.178408318	0.19189224	-0.454099034	-1.422669164	69	HIST1H1T|HIST1H2AI|HIST1H2BL|NLGN1|HIST1H2AG|HIST1H2BN|HIST1H2BC|HIST1H3J|BMP6|PTCH1|HIST1H2BJ|AFF2|HIST1H4H|HIST2H2BE|CHST8|HIST2H2BF|BCOR|SESN3|HIST2H2AC|HIST1H4A|MTRNR2L1|HOMER1|SDK2|DOK6|HIST1H2BD	OV
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.904458599	0.941375276	0.053021251	0.418831451	0.622031422	2	FCRL5	OV
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.011381445	0.096742285	0.380730401	0.927372837	1.57016818	3	KLRF1|C9orf172|SH2D1B	OV
CUSTOM	DLBC TCGA	0.022252743	0.114371615	0.352487858	0.423123694	1.51803343	51	CD72|WDFY4|BLK|CD79B|IRF8|FCRLA|CCDC88B|FCRL3|MCOLN2|SIT1|CD40|PTPN6|MAP4K1|IKZF3|CD19|FERMT3|TFEB|CORO1A|SLC25A19|CYB561A3|SASH3|CSK|IL16|ARHGAP25|ARHGAP30	OV
CUSTOM	ESCA TCGA	0.976	0.976	0.046788297	-0.511272282	-0.665196754	1	ZBTB7A	OV
CUSTOM	GBM TCGA	0.023299585	0.114371615	0.352487858	0.805575821	1.535968898	5	PSRC1|BAALC|CNN3|POU3F2	OV
CUSTOM	HNSC TCGA	0.055776892	0.162549801	0.271288555	0.971862985	1.300167954	1	KRT5	OV
CUSTOM	Heart GTEX	0.542372881	0.692224719	0.061976274	-0.364513395	-0.932854301	22	RD3L|NPPA|HSPB3|MYL4	OV
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.025182906	0.114371615	0.352487858	0.97850402	1.309052396	1	TPO	OV
CUSTOM	KICH TCGA	0.871194379	0.916101306	0.059348768	0.343088122	0.654156532	5	ESRRA|CHCHD10	OV
CUSTOM	Kidney GTEX	0.526932084	0.692224719	0.08479851	0.513385995	0.978858725	5	AGRN|PTH2R	OV
CUSTOM	LGG TCGA	0.087348996	0.193686905	0.287805131	0.357462099	1.299044766	56	GPRC5B|B3GAT1|SPARCL1|CADM2|FRMPD3|CDH20|FAM107A|CTNND2|GRIK4|NDRG2|ZBTB47|ACSBG1|FEZ1|CMTM5|ABAT|FAM168A|NACC2|SEPT8|CNP|SNN|PPP2R2B|PHACTR3	OV
CUSTOM	LIHC TCGA	0.022894059	0.114371615	0.352487858	-0.756786515	-1.689286247	12	ORM1|SERPINA1|F5|ALDOB|ALB|ASGR2|TFR2|ASGR1	OV
CUSTOM	Liver GTEX	0.038465729	0.13199807	0.321775918	-0.59713883	-1.681066943	34	ORM1|SERPINA1|CYP4F3|HPD|ALB|CES1|ASGR2|ATF5|C19orf66|HPN|NADK2|TFR2|ASGR1	OV
CUSTOM	Lung GTEX	0.002882252	0.073497418	0.431707696	0.755107496	1.954019776	13	A2M|ACVRL1|INMT|RBMS2|EPAS1|CALCRL|FCN3|DOCK4	OV
CUSTOM	Monocytes RNAat	0.133709981	0.272768362	0.165656695	-0.886830377	-1.278197696	2	LGALS2|S100A12	OV
CUSTOM	Muscle GTEX	0.596813725	0.692224719	0.046881986	-0.268845827	-0.910886273	115	RRAGD|MYO18B|TTN|XIRP2|TNNI2|DNAJB6|RNF123|MACROD1|TMEM11|NAA50|TPT1|YBX3|ASB8|GRSF1|SPTB|RAD23A|CCDC43|PRKRA|UBE2G1|JSRP1|OPTN|KPNA3|RAB12|CUL4A|CACNB1|KANSL2|CNBP|KPNA1	OV
CUSTOM	NB TCGA	0.024975298	0.114371615	0.352487858	0.362436216	1.416475377	81	ARVCF|RIMS3|YPEL1|RBFOX2|ARL10|SAMD14|GSE1|CBX8|ATAT1|SCN9A|DOC2B|CDK5R1|ZNF337|STAC|ZNF821|SUPT7L|GPRASP1|ZKSCAN2|MPP3|NOVA2|DCHS1|RBM4B|CPSF4|DBF4B|ZNF789	OV
CUSTOM	Nerve GTEX	0.215625	0.380899412	0.168238166	0.378487686	1.198840532	29	FGFBP2|ABCA2|PRX|BMP8B|KIF19|PLEKHA4|FMNL3|GAS2L3|ZDHHC8|EPB41L2|CNP	OV
CUSTOM	Ovary GTEX	0.084615385	0.193686905	0.248911114	0.589075876	1.453761608	11	HS3ST1|RBP1|MCC|NR2F2	OV
CUSTOM	PCPG TCGA	0.740973312	0.787284144	0.048311758	-0.322457464	-0.784671773	18	PCSK1N|SLC35D3|BEX1|LIN7B|TERF2IP|CYB561|DLK1	OV
CUSTOM	PRAD TCGA	0.294573643	0.476928756	0.094356364	-0.463434365	-1.144547191	19	MARC1|ACPP|CPNE4|VIPR1|ERGIC1|PNPLA7|NAAA|SLC45A3|ARHGAP6|ABCC4	OV
CUSTOM	Pancreas GTEX	0.037221514	0.13199807	0.321775918	0.324909775	1.30650184	92	NEURL3|RPH3AL|PIGM|TRHDE|FANCF|GATM|SRPRA|HID1|LGR4|TIFA|ERP27|P4HB|EXD2|COMTD1|GRB10|MYO5C|CEL|ZNF710|PYCR1|BCAT1|NOMO1|KIAA1549|QTRT1|PSEN2|NLE1|MAP3K21|ANGEL1	OV
CUSTOM	Pituitary GTEX	0.386167147	0.587896254	0.116234149	0.349533383	1.05861403	24	RTL5|POMC|TBX19|REC8|ARMCX2|ARFGAP1|SLC22A17|BSCL2	OV
CUSTOM	READ TCGA	0.025498028	0.114371615	0.352487858	-0.970200122	-1.398359363	2	TRABD2A|GPA33	OV
CUSTOM	Salivary Gland GTEX	0.422	0.614914286	0.088359444	-0.823051381	-1.070840579	1	SLPI	OV
CUSTOM	Skin GTEX	0.668549906	0.741218374	0.061570676	-0.620184076	-0.893877655	2	DEGS1	OV
CUSTOM	Spleen GTEX	1.32E-05	0.000837618	0.593325476	0.511129601	1.975368268	76	LILRA4|CD5L|CD72|FAM129C|SEMA3D|CD180|GRAP|BLK|CCM2L|KLRF1|PAX5|EXOC3L1|CD79B|IRF8|FCRLA|TNFRSF13B|PRR5L|PITPNM3|DNASE1L3|KAZN|CD1C|FCRL3|SNX8|ABI3|FCER2|NOS3|FHOD1|ZKSCAN4|BANK1|CD19|CR2|FCRL5|STAB1|SEMA7A|CETP|NLRC3	OV
CUSTOM	TGCT TCGA	0.407643312	0.602603157	0.093746542	0.737954244	1.095979603	2	SPSB2|PHC1	OV
CUSTOM	THCA TCGA	0.216589862	0.380899412	0.142056644	0.701156689	1.278260199	4	ATP13A4|TPO	OV
CUSTOM	Testis GTEX	0.561919505	0.692224719	0.060509299	-0.392306285	-0.921253417	14	TAF7L|NUP210L|ZPBP|MORC1|ZCWPW1|RAD9B	OV
CUSTOM	Thyroid GTEX	0.083557951	0.193686905	0.257206466	0.51931431	1.431655861	17	ATP13A4|TPO|FRMPD3|SNX22|SLC25A29|MPPED2|PKHD1L1|HIRA	OV
CUSTOM	UVM TCGA	0.586402266	0.692224719	0.089436683	0.307301741	0.916051856	22	FAM53B|TBC1D16|RAB38|SLC7A8|RASGRP3	OV
CUSTOM	Uterus GTEX	0.558	0.692224719	0.073438141	-0.748514505	-0.97386351	1	SLC37A3	OV
CUSTOM	WT TCGA	0.332552693	0.521851919	0.112378519	0.600980378	1.145872487	5	KLHL14|NR2F2|NREP	OV
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.452191235	0.64060425	0.084314432	0.776389374	1.038661416	1	GZMB	OV
CUSTOM	adipose tissue HPA_RA	0.56873823	0.692224719	0.069448144	-0.669418923	-0.964840342	2	PNPLA2	OV
CUSTOM	adrenal gland HPA_RA	0.00655522	0.07429249	0.407017919	-0.995368752	-1.295036102	1	NOV	OV
CUSTOM	b cell TabSap	0.071428571	0.178408318	0.252961123	0.860251704	1.456522985	3	STAG3|FCER2|CD19	OV
CUSTOM	breast HPA_RA	0.041055049	0.132583921	0.321775918	-0.95499432	-1.376443084	2	OXTR|UGT2B28	OV
CUSTOM	cardiac muscle cell TabSap	0.688380282	0.751871504	0.057005953	-0.491399363	-0.847778372	4	TTN|MYL4	OV
CUSTOM	cerebral cortex HPA_RA	0.062644419	0.17749252	0.287805131	0.435364412	1.429848651	33	B3GAT1|CADM2|PACSIN1|FEZF2|BAALC|CTNND2|APC2|NETO1|STX1B|DNM1|CMTM5|NRGN|SYT11|CNP|POU3F2|DCLK2|NCDN|GABBR2	OV
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.954	0.97308	0.047829963	-0.523680531	-0.681340651	1	DNAH2	OV
CUSTOM	club cell/type i pneumocyte TabSap	0.604	0.692224719	0.069448144	-0.72037749	-0.937255519	1	AGER	OV
CUSTOM	endothelial cell TabSap	0.087048832	0.193686905	0.222056046	0.897754085	1.333307823	2	FAM110D|NOS3	OV
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.006049963	0.07429249	0.407017919	-0.976315329	-1.549116762	3	ALAS2|HBB|SLC4A1	OV
CUSTOM	esophagus HPA_RA	0.017504168	0.114371615	0.352487858	-0.986368403	-1.283326092	1	TGM3	OV
CUSTOM	fallopian tube HPA_RA	0.517890772	0.692224719	0.074175897	-0.694048763	-1.000339584	2	PRR29|IMPG2	OV
CUSTOM	heart muscle HPA_RA	0.014987853	0.109197213	0.380730401	-0.941968187	-1.494618249	3	RD3L|NPPA|MYL4	OV
CUSTOM	hematopoietic stem cell TabSap	0.183294664	0.339928285	0.156312403	0.650965327	1.327766877	6	DEFA4|DEFA3|PRTN3|MPO	OV
CUSTOM	hepatocyte TabSap	0.00655522	0.07429249	0.407017919	-0.995456134	-1.295149791	1	ORM1	OV
CUSTOM	iDCs_D6 RNAat	0.140552995	0.281105991	0.179782316	0.742922982	1.354403223	4	ALOX15|CD1C	OV
CUSTOM	intestinal tuft cell TabSap	0.250530786	0.433121019	0.125033368	0.799242428	1.187002319	2	BMX|CCSER1	OV
CUSTOM	keratinocyte TabSap	0.025789678	0.114371615	0.352487858	-0.904474742	-1.435127506	3	TGM3|CSTA|KRT1	OV
CUSTOM	liver HPA_RA	0.028437367	0.120858812	0.352487858	-0.825215767	-1.691448931	8	ORM1|SERPINA1|ALB|ASGR2|TFR2|ASGR1	OV
CUSTOM	luminal cell of prostate epithelium TabSap	0.261146497	0.443949045	0.12210792	0.791663025	1.175745699	2	SLC30A4|NEFH	OV
CUSTOM	lung HPA_RA	0.604	0.692224719	0.069448144	-0.72037749	-0.937255519	1	AGER	OV
CUSTOM	mDCs_D7_LPS RNAat	0.445848375	0.640514568	0.079770592	-0.658291946	-1.044509963	3	RSAD2	OV
CUSTOM	macrophage TabSap	0.598726115	0.692224719	0.072893856	0.644764042	0.957577309	2	FPR3	OV
CUSTOM	mature conventional dendritic cell TabSap	0.010898531	0.096742285	0.380730401	0.992834673	1.328224087	1	SCN11A	OV
CUSTOM	melanocyte TabSap	0.94	0.968484848	0.048505984	-0.528399161	-0.687479879	1	MFSD12	OV
CUSTOM	neutrophil TabSap	4.39E-07	1.55E-05	0.67496286	-0.86558854	-2.229275018	15	ADGRG3|FCAR|MMP25|CSF3R|BCL2A1|VNN2|FCGR3B|PROK2|AQP9|TNFRSF10C	GBM
CUSTOM	nk cell TabSap	0.151394422	0.296965982	0.159646702	0.927210765	1.240431771	1	SH2D1B	OV
CUSTOM	pancreas HPA_RA	0.543524416	0.692224719	0.077884011	0.672509657	0.998783966	2	CEL|AMY2B	OV
CUSTOM	placenta HPA_RA	0.119170984	0.248942402	0.208955028	0.611599326	1.412258629	9	HBG2|HBG1|IGF2|HGF	OV
CUSTOM	platelet TabSap	0.70027248	0.751871504	0.077679856	0.308524976	0.822224374	15	PF4|PPBP|NRGN	OV
CUSTOM	prostate HPA_RA	0.276836158	0.462906363	0.110122264	-0.792799091	-1.142669442	2	ACPP|SLC45A3	OV
CUSTOM	pulmonary ionocyte TabSap	0.165338645	0.31230633	0.152144922	0.918210416	1.228391014	1	STAP1	OV
CUSTOM	skeletal muscle HPA_RA	0.968852459	0.976	0.038005624	-0.236965131	-0.508416343	10	TNNI2|JSRP1|PYGM	OV
CUSTOM	spleen HPA_RA	0.004758521	0.07429249	0.407017919	0.997029011	1.333835313	1	CD5L	OV
CUSTOM	stromal cell TabSap	0.46875	0.654965753	0.088626113	0.620519504	1.050623807	3	MMP1|AKR1C1	OV
CUSTOM	testis HPA_RA	0.341549296	0.527848912	0.093145458	-0.660416685	-1.139372625	4	ZPBP|CMTM2	OV
CUSTOM	thymocyte TabSap	0.482109228	0.664528936	0.077884011	-0.70829328	-1.020870351	2	SLAMF1|ANKRD55	OV
CUSTOM	thyroid gland HPA_RA	0.602972399	0.692224719	0.072535186	0.642527642	0.954255899	2	TPO	OV
CUSTOM	ACC TCGA	0.252545825	0.378818737	0.121543282	0.877409135	1.166086881	1	NR5A1	PAAD
CUSTOM	ALL TCGA	0.169172932	0.292468459	0.145516146	-0.661197098	-1.331254822	6	LILRA2|LAPTM5	PAAD
CUSTOM	AML TCGA	0.000534551	0.003894584	0.477270815	-0.512487771	-1.790847694	86	FCAR|HBM|AHSP|CA1|PADI4|MXD1|H3F3B|CFP|UTP23|UBE2B|FOXP1|RPL34|CHURC1|RPS28|PSME1|CDADC1|CNST|SNRPA1|TERF1|ANKRD13D|ING3|SRRM1|HIST1H4C|PSTPIP1|RBX1|EEF2|ARID4B|AAK1|NOL7|MED30|U2SURP	PAAD
CUSTOM	Adipose Tissue GTEX	0.004359297	0.022232414	0.407017919	0.920598592	1.621826434	4	FABP4|PPARG|ADGRL4|LIPE	PAAD
CUSTOM	Adrenal Gland GTEX	0.319371728	0.441081081	0.096562955	-0.307942838	-1.075723803	85	LRRN3|SGSH|QPCT|PORCN|NOV|KLHDC8B|TM7SF2|PLBD2|KCNQ1|DHCR24	PAAD
CUSTOM	Alveolar_macrophage_4 RNAat	0.292307692	0.414102564	0.10797236	-0.776249388	-1.176308809	2	FOLR3	PAAD
CUSTOM	Bladder GTEX	0.886538462	0.913403263	0.049391011	-0.426685443	-0.646588394	2	PLA2G4A|ABCC4	PAAD
CUSTOM	Blood GTEX	1.64E-06	4.17E-05	0.643551836	-0.489936702	-1.921227314	196	NFKBID|ADAM8|BCL2A1|CHST11|IL2RG|C16orf54|SAMSN1|SEMA4A|UBALD2|EVI2B|LAT2|LITAF|CD53|CYTIP|ITGB2|SORL1|CD48|PTPRC|CCNK|TAP1|RNASET2|CD86|SP110|PPP1R18|ISG20|CD300A|ICAM3|P2RY8|C15orf39|MICB|TNIP1|WAS|LAPTM5|SMAP2|HSH2D|CXorf38|LCK|HLA-B|IRF5|NCF1|TLR1|S1PR4|TRAF3IP3|DENND1C|PSMB9|PSME1|NRROS|RILPL2|LSP1|ZC3HAV1|PAK1|PSMB10|UNC119|UBA52|MOB3A|PLXNC1|RHOG|SLC15A4|CD37|LMNB1	PAAD
CUSTOM	Blood Vessel GTEX	8.52E-06	0.000144803	0.593325476	0.763051799	2.156456697	23	BGN|AEBP1|ARHGEF17|CCDC3|EFEMP1|NOTCH3|PLS3|IGFBP7|MRVI1|ITGB5|MYH10|CYB5R3|ATL3|MYH9|LTBP1	PAAD
CUSTOM	Brain GTEX	0.000176598	0.001801298	0.518848078	0.534698615	1.904407283	62	PACSIN1|RGS7|CADM2|GFAP|FAM107A|TRIM2|CTNND2|SEPT4|APC2|CDIP1|BAALC|CACNA1A|JAKMIP2|CLEC2L|SYT11|WASF3|CLIP2|STX1B|DNM3|GNG7|ATP9A|KBTBD11|RAB6B|PHACTR3|KIF3C	PAAD
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.512720157	0.594289272	0.076674687	-0.739241398	-0.992827033	1	HEMGN	PAAD
CUSTOM	CCSK TCGA	0.204188482	0.325425393	0.125639921	-0.347778005	-1.187819908	70	MTRNR2L1|HIST1H2AI|HIST1H1T|HIST1H3J|HIST1H2BL|HIST1H2BN|AFF2|HIST2H2AC|SESN3|HIST2H2BF|HIST1H2BC|HIST1H4H|KCTD12|HIST2H3D|HIST1H2AG|HOMER1|HIST1H1B|BCOR|HIST2H2BE|NLGN1|PTCH1|HIST1H1E|HIST1H2BJ|HIST1H1D	PAAD
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.278846154	0.411067669	0.111011492	-0.782784721	-1.186212289	2	COL19A1|FCRL5	PAAD
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.32	0.441081081	0.104732822	0.703635243	1.159765324	3	C9orf172|SH2D1B|KLRF1	PAAD
CUSTOM	DLBC TCGA	0.022615061	0.069901097	0.352487858	-0.478285867	-1.539967745	50	DUSP2|BCL2A1|CD19|NFKBIE|CD53|CD79A|RELB|MS4A1|CD48|WAS|NCF1|CD27|POU2AF1|CD37|LTA|RAC2	PAAD
CUSTOM	ESCA TCGA	0.387475538	0.487932159	0.091968614	-0.807709232	-1.084781728	1	ZBTB7A	PAAD
CUSTOM	GBM TCGA	0.001979899	0.01338822	0.431707696	0.865046301	1.736423372	6	TIMP4|PSRC1|BAALC|SCRG1	PAAD
CUSTOM	HNSC TCGA	0.026661173	0.07553999	0.352487858	0.985391182	1.30959627	1	KRT5	PAAD
CUSTOM	Heart GTEX	0.182978723	0.307805236	0.149207542	0.440653975	1.249472727	22	POPDC2|NEBL|NES|TMEM182|CORIN|DIRAS1|PKP2|SLC25A4|CRIP2|TSPAN9	PAAD
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.103869654	0.205181847	0.197822021	0.956349556	1.270999613	1	TPO	PAAD
CUSTOM	KICH TCGA	0.987975952	0.987975952	0.046322779	0.246091319	0.473787364	5	ESRRA|SLC39A13	PAAD
CUSTOM	Kidney GTEX	0.401590457	0.493520803	0.090824142	-0.564098115	-1.076416175	5	POU3F3|GALNT14	PAAD
CUSTOM	LGG TCGA	0.003551855	0.019067851	0.431707696	0.482412545	1.679611527	57	SPARCL1|CADM2|GFAP|FAM107A|GPRC5B|CTNND2|CDH20|DTNA|ABAT|B3GAT1|DCLK2|NDRG2|SNN|ACSBG1|ZBTB47|ZCCHC24|TTYH2|CMTM5|GRIK4	PAAD
CUSTOM	LIHC TCGA	0.000324531	0.002903817	0.498493109	-0.827883887	-1.88773515	12	ORM1|SERPINA1|ARG1|F5|ALDOB|ASGR2|TFR2|ALB|ASGR1	PAAD
CUSTOM	Liver GTEX	0.00350612	0.019067851	0.431707696	-0.604986419	-1.811989202	34	ORM1|SERPINA1|CES1|CYP4F3|OAF|ASGR2|ATF5|TFR2|HPD|ALB|ASGR1	PAAD
CUSTOM	Lung GTEX	0.000341626	0.002903817	0.498493109	0.802013876	1.975428327	13	A2M|EPAS1|INMT|RBMS2|CALCRL|SLC6A4|ACVRL1|SHROOM4	PAAD
CUSTOM	Monocytes RNAat	0.005875772	0.026057772	0.407017919	-0.978524908	-1.482832047	2	LGALS2|S100A12	PAAD
CUSTOM	Muscle GTEX	0.184079602	0.307805236	0.161978949	0.293625959	1.146896277	114	PROB1|TNNT3|MAPK12|FHL3|CAND2|ALPK3|CLTCL1|PGM1|RYR1|SLC8A3|HIF1AN|C22orf39|OBSCN|SCN1B|TNNT1|NEB|RTN2|AIMP2	PAAD
CUSTOM	NB TCGA	0.008543322	0.033158444	0.380730401	0.413650069	1.546233828	81	SCN9A|DOC2B|NOVA2|ATAT1|YPEL1|ARVCF|DCHS1|ZNF337|RIMS3|GSE1|RBFOX2|RBM4B|SAMD14|ZNF821|MPP3|ARHGAP33|SEPT5|GPRASP1|FBXO41|RAP1GAP2|ZKSCAN2|STAC|QRICH2|KLC1|ZNF248|CAMSAP1|MLLT11	PAAD
CUSTOM	Nerve GTEX	0.084070796	0.178650442	0.23112671	0.475560293	1.390947658	27	ABCA2|PRX|FGFBP2|ITGB4|EPB41L2|STARD13|GAS2L3|INF2|FMNL3|PLEKHA4	PAAD
CUSTOM	Ovary GTEX	0.116666667	0.224528302	0.188204146	0.635880262	1.419439618	9	MCC|RBP1|NR2F2	PAAD
CUSTOM	PCPG TCGA	0.903292181	0.921358025	0.051635596	0.259966821	0.684324592	16	DLK1|PTPRN|DISP2|TTC8|SLC35D3	PAAD
CUSTOM	PRAD TCGA	0.426168224	0.517489987	0.084074558	-0.38795239	-1.008098792	19	MARC1|ACPP|VIPR1|ERGIC1|ZNF613	PAAD
CUSTOM	Pancreas GTEX	0.026349325	0.07553999	0.352487858	0.375659627	1.416432045	90	NEURL3|RPH3AL|TRHDE|PIGM|MYO5C|RRBP1|HID1|PSEN2|SRPRA|KIAA1549|GRB10|CEL|EXD2|TMEM39A|N4BP2|GATM|TC2N|COMTD1|KSR1|SSR4|TPST2|BCAT1|P4HB|ALG2|HOMER2|ZNF33B|ZNF710|ZSCAN2|SLC38A10|PLPP5	PAAD
CUSTOM	Pituitary GTEX	0.440087146	0.526594989	0.090824142	0.358546272	1.013285744	23	RTL5|TBX19|PTPRN|AHI1|SLC22A17|ARFGAP1|QSOX2	PAAD
CUSTOM	READ TCGA	0.024023487	0.072070462	0.352487858	-0.943143813	-1.429216425	2	TRABD2A|GPA33	PAAD
CUSTOM	Salivary Gland GTEX	0.00750195	0.030607955	0.407017919	-0.995335739	-1.336770684	1	SLPI	PAAD
CUSTOM	Skin GTEX	0.742738589	0.82848305	0.061169263	0.570586164	0.84661293	2	TMEM45A|DEGS1	PAAD
CUSTOM	Spleen GTEX	0.289351852	0.414102564	0.120985142	0.298231438	1.095885032	75	LILRA4|FAM129C|IRF8|PITPNM3|CCM2L|ZKSCAN4|CETP|CD5L|PRR5L|DNASE1L3|CR2|NOS3|UBASH3B|PDE2A|KAZN|STAB1|CD84|SEMA3D|CD163L1|GRAP|BANK1|FHOD1	PAAD
CUSTOM	TGCT TCGA	0.19	0.309960237	0.14122512	0.762013975	1.255987946	3	NLRP7|SPSB2|PHC1	PAAD
CUSTOM	THCA TCGA	0.040838615	0.099348938	0.321775918	0.834562217	1.470255415	4	ATP13A4|TPO|DAPK2	PAAD
CUSTOM	Testis GTEX	0.282105263	0.411067669	0.116234149	0.464131961	1.14319646	13	MAEL|TAF7L|NUP210L|GTSF1|RAD9B|TEX14	PAAD
CUSTOM	Thyroid GTEX	0.061440678	0.139858156	0.266350657	0.55407843	1.473846622	17	ATP13A4|MPPED2|TPO|PKHD1L1|EPOR|DGKI|MROH1	PAAD
CUSTOM	UVM TCGA	0.612781955	0.694486216	0.06568136	-0.334382339	-0.888477702	21	ST6GALNAC2|MITF|FAM210B|AP5B1	PAAD
CUSTOM	Uterus GTEX	0.755381605	0.82848305	0.057609111	-0.615066444	-0.82605573	1	SLC37A3	PAAD
CUSTOM	WT TCGA	0.061702128	0.139858156	0.266350657	0.741353044	1.48813162	6	MEOX1|NR2F2|NREP	PAAD
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.191446029	0.309960237	0.142056644	0.918683446	1.220940918	1	GZMB	PAAD
CUSTOM	adipose tissue HPA_RA	0.578846154	0.663396716	0.069613344	-0.620297425	-0.939983125	2	PNPLA2	PAAD
CUSTOM	adrenal gland HPA_RA	0.036189172	0.09228239	0.321775918	-0.978086773	-1.31360472	1	NOV	PAAD
CUSTOM	b cell TabSap	0.788	0.84202775	0.056648418	0.453637565	0.747707171	3	STAG3	PAAD
CUSTOM	breast HPA_RA	0.361538462	0.466796495	0.094975153	-0.735080733	-1.113922865	2	OXTR	PAAD
CUSTOM	cardiac muscle cell TabSap	0.330693069	0.443824909	0.102080108	-0.641979568	-1.152712321	4	MYL4	PAAD
CUSTOM	cerebral cortex HPA_RA	2.53E-05	0.000322236	0.575610261	0.67477096	2.0809518	32	PACSIN1|CADM2|GFAP|GABRD|CTNND2|APC2|BAALC|DNM1|B3GAT1|FEZF2|DCLK2|SYT11|NRGN|ERC2|CMTM5|STX1B	PAAD
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.077393075	0.16795944	0.23112671	0.969550295	1.288543548	1	DNAH2	PAAD
CUSTOM	club cell/type i pneumocyte TabSap	0.348268839	0.455428482	0.100633389	0.825310217	1.096846818	1	AGER	PAAD
CUSTOM	endothelial cell TabSap	0.224032587	0.351558828	0.130105631	0.899498372	1.195443733	1	NOS3	PAAD
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.000158582	0.001797263	0.518848078	-0.987149019	-1.635275514	3	ALAS2|HBB|SLC4A1	PAAD
CUSTOM	esophagus HPA_RA	0.099804305	0.203600783	0.197822021	-0.948077092	-1.27330067	1	TGM3	PAAD
CUSTOM	fallopian tube HPA_RA	0.875518672	0.911254128	0.053457214	0.486005985	0.721116242	2	PRR29|IMPG2	PAAD
CUSTOM	heart muscle HPA_RA	0.005422489	0.025140629	0.407017919	-0.945163278	-1.565723448	3	MYL4|RD3L|NPPA	PAAD
CUSTOM	hematopoietic stem cell TabSap	0.80075188	0.84202775	0.053021251	-0.351162491	-0.707030869	6	PRTN3|MPO|ELANE|AZU1	PAAD
CUSTOM	hepatocyte TabSap	0.01420256	0.051455398	0.380730401	-0.991551527	-1.331688355	1	ORM1	PAAD
CUSTOM	iDCs_D6 RNAat	0.951710262	0.961133135	0.048214971	0.310875425	0.547671903	4	F13A1	PAAD
CUSTOM	intestinal tuft cell TabSap	0.035247371	0.092185432	0.321775918	0.926100579	1.374110999	2	BMX|CCSER1	PAAD
CUSTOM	keratinocyte TabSap	0.007488171	0.030607955	0.407017919	-0.939882053	-1.556974761	3	KRT1|TGM3|CSTA	PAAD
CUSTOM	liver HPA_RA	0.004638403	0.022529388	0.407017919	-0.840008251	-1.77457525	8	ORM1|SERPINA1|ASGR2|TFR2|ALB|ASGR1	PAAD
CUSTOM	luminal cell of prostate epithelium TabSap	0.755381605	0.82848305	0.057609111	-0.614714424	-0.825582956	1	NEFH	PAAD
CUSTOM	lung HPA_RA	0.348268839	0.455428482	0.100633389	0.825310217	1.096846818	1	AGER	PAAD
CUSTOM	mDCs_D7_LPS RNAat	0.250996016	0.378818737	0.120433372	-0.734186134	-1.216226309	3	RSAD2	PAAD
CUSTOM	macrophage TabSap	0.232876712	0.359900374	0.124434169	-0.871864824	-1.170944931	1	CLEC10A	PAAD
CUSTOM	mature conventional dendritic cell TabSap	0.014629476	0.051455398	0.380730401	0.991639532	1.317900399	1	SCN11A	PAAD
CUSTOM	melanocyte TabSap	0.798370672	0.84202775	0.056886416	0.600985655	0.798716882	1	MFSD12	PAAD
CUSTOM	neutrophil TabSap	6.91E-07	1.73E-05	0.659444398	-0.870635974	-2.222519856	15	ADGRG3|FCAR|CSF3R|AQP9|VNN2|BCL2A1|FCGR3B|MGAM|CXCR2|MMP25|PROK2|RPH3A|TNFRSF10C	READ
CUSTOM	nk cell TabSap	0.443991853	0.526594989	0.086539974	0.774355364	1.029127229	1	SH2D1B	PAAD
CUSTOM	pancreas HPA_RA	0.132780083	0.246246699	0.175204048	0.863125445	1.280671014	2	CEL|AMY2B	PAAD
CUSTOM	placenta HPA_RA	0.326488706	0.443824909	0.105125132	0.517715534	1.12097067	8	IGF2|HBG1|HBG2	PAAD
CUSTOM	platelet TabSap	0.015533979	0.052815527	0.380730401	0.63350101	1.639226246	15	ITGB3|PPBP|PF4|NRGN|MPIG6B|SMOX|RUFY1|LGALS12|TUBB1|GP6	PAAD
CUSTOM	prostate HPA_RA	0.146153846	0.266208791	0.159646702	-0.854545756	-1.294957158	2	ACPP	PAAD
CUSTOM	pulmonary ionocyte TabSap	0.776908023	0.84202775	0.056294075	-0.608114054	-0.816718429	1	STAP1	PAAD
CUSTOM	skeletal muscle HPA_RA	0.10460251	0.205181847	0.199915231	0.633177246	1.479144142	10	TNNT3|FHL3|RYR1|NEB|TNNC2	PAAD
CUSTOM	spleen HPA_RA	0.156822811	0.275791839	0.158514105	0.93197219	1.238601813	1	CD5L	PAAD
CUSTOM	stromal cell TabSap	0.033377093	0.089591144	0.321775918	0.876059287	1.443962894	3	AKR1C1|MMP1|SERPINE2	PAAD
CUSTOM	testis HPA_RA	0.455445545	0.533970638	0.08359906	-0.578471876	-1.0386805	4	ODF3|ZPBP|CMTM2	PAAD
CUSTOM	thymocyte TabSap	0.371153846	0.473221154	0.093444922	-0.732228744	-1.109601031	2	SLAMF1	PAAD
CUSTOM	thyroid gland HPA_RA	0.021882455	0.069750326	0.352487858	0.943537603	1.399983358	2	TPO|TG	PAAD
CUSTOM	ACC TCGA	0.065666041	0.151761518	0.241339977	0.961528396	1.28464381	1	NR5A1	PRAD
CUSTOM	ALL TCGA	0.739543726	0.818218591	0.057246114	-0.400842526	-0.802749357	6	LILRA2|LAPTM5	PRAD
CUSTOM	AML TCGA	0.347663551	0.503457815	0.095603149	-0.2895303	-1.058842749	86	FCAR|MXD1|AHSP|CA1|UBE2B|HBM|CHURC1|FOXP1|H3F3B|CFP|ANKRD36C|AZU1|CDADC1|RBX1|NFE2|ARID4B|CNST|XRN1|JMJD1C|UTP23|ZNF292|AAK1|SRRM1|KMT2E|STK4|NBEAL1	PRAD
CUSTOM	Adipose Tissue GTEX	0.000291144	0.004325563	0.498493109	0.964485166	1.713465418	4	FABP4|ADGRL4|PPARG|LIPE	PRAD
CUSTOM	Adrenal Gland GTEX	0.258780037	0.407774604	0.113312908	-0.304947949	-1.118093468	88	LRRN3|KLHDC8B|DLK1|SGSH|DHCR24|NOV|QPCT|TM7SF2|KCNQ1|PORCN|PLBD2|GNS|SLC8B1|RMDN2	PRAD
CUSTOM	Alveolar_macrophage_4 RNAat	0.83030303	0.860204539	0.054680849	-0.518150051	-0.767798388	2	FOLR3	PRAD
CUSTOM	Bladder GTEX	0.729292929	0.815553383	0.060771945	-0.575379515	-0.852601411	2	PLA2G4A|ABCC4	PRAD
CUSTOM	Blood GTEX	0.003010117	0.018565553	0.431707696	-0.370126886	-1.529691827	196	NFKBID|ADAM8|BCL2A1|RNASET2|UBALD2|SEMA4A|C16orf54|CHST11|IL2RG|ARPC1B|CYTIP|SLC15A4|PTPRC|P2RY8|SORL1|LAT2|EVI2B|SAMSN1|ZNF586|ARID3B|TAP1|CD53|CCNK|CD300A|HSH2D|TREML2|IRF7|ITGB2|LAPTM5|CD86|LCK|ISG20|ARHGDIB|SP110|MOB1A|C18orf8|UBA52|CDC42|PPP1R18|TMEM131L|ZC3HAV1|LITAF|TACC3|ARPC5|CD48|PLXNC1|STK17A|TNIP1|MAP4K2|C15orf39|RILPL2|SRGN|STK4|TMSB4X|B2M|MICB|PTPN22|ARHGAP15	PRAD
CUSTOM	Blood Vessel GTEX	4.22E-06	0.00014628	0.610526878	0.79799631	2.189096278	22	BGN|IGFBP7|EFEMP1|PLS3|NOTCH3|MYH10|MCAM|MRVI1|FOXC1	PRAD
CUSTOM	Brain GTEX	0.005652747	0.029394282	0.407017919	0.470925744	1.651025005	63	FAM107A|BAALC|CORO2B|TRIM2|CADM2|KBTBD11|CACNA1A|APC2|SYT11|GNG7|NRXN2|CTNND2|JAKMIP2|SEPT4|DPYSL2|SEPT8|APBA1|PACSIN1|FEZ1|CDIP1|MAP2|NCDN|RPH3A	PRAD
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.908315565	0.917134163	0.053021251	-0.555788188	-0.723789577	1	HEMGN	PRAD
CUSTOM	CCSK TCGA	0.348547718	0.503457815	0.101713902	0.29433817	1.058332104	72	EBF3|PDE10A|NETO1|TMTC1|PTPRG|NFIA|FBN2|HECW2|TRHDE|FAT4|CRYBG3|ZBTB20|ARHGAP42|GFRA2|TULP4	PRAD
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.514792899	0.652908068	0.076873673	0.66552184	1.020283478	2	FCRL5|COL19A1	PRAD
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.051330287	0.140482892	0.321775918	0.834142392	1.481903706	4	C9orf172|KIR3DL1|KLRF1|SH2D1B	PRAD
CUSTOM	DLBC TCGA	0.173447537	0.300642398	0.154190967	0.360070748	1.205545627	53	P2RX5|TLR10|WDFY4|CD72|FCRLA|BLK|IKZF3|IRF8|TFEB|FCRL3|ARHGAP25|CORO1A|PTPN6|CSK|CD79B|SASH3|VAV1|ARHGAP30|CD40|CCDC88B|MAP4K1|IL16|BCAS4|CD19|CXCR5|BATF|HCLS1|LIMD2|CYB561A3	PRAD
CUSTOM	ESCA TCGA	0.939962477	0.939962477	0.04558782	0.530053215	0.708174178	1	ZBTB7A	PRAD
CUSTOM	GBM TCGA	0.002380758	0.018565553	0.431707696	0.875500328	1.751698665	6	TIMP4|BAALC|PSRC1|CNN3	PRAD
CUSTOM	HNSC TCGA	0.876172608	0.893352463	0.04879897	0.550902905	0.736030272	1	KRT5	PRAD
CUSTOM	Heart GTEX	0.155507559	0.283733091	0.164405756	0.460973938	1.279500347	23	NES|MYOM2|CRIP2|NEBL|SLC4A3|CDK18|RYR2|SLC25A4	PRAD
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.05065666	0.140482892	0.276500599	0.972956469	1.299912213	1	CEACAM6	PRAD
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.005246076	0.028715364	0.407017919	0.997382884	1.332546968	1	TPO	PRAD
CUSTOM	JY_2x10e6c/vial_(B_cellijn) RNAat	0.048780488	0.140482892	0.28201335	0.973916078	1.301194293	1	TLR10	PRAD
CUSTOM	KICH TCGA	0.835390947	0.860204539	0.055249566	0.358594435	0.672649511	5	ESRRA|CHCHD10|SLC39A13	PRAD
CUSTOM	Kidney GTEX	0.814814815	0.855967078	0.056411839	0.37129727	0.69647742	5	PTH2R|AGRN|GALNT14	PRAD
CUSTOM	LGG TCGA	0.041399801	0.126634687	0.321775918	0.426114087	1.465111867	57	SPARCL1|GPRC5B|FAM107A|NDRG2|CADM2|ZCCHC24|DTNA|ZBTB47|CTNND2|SEPT8|NACC2|CDH20|PPP2R2B|FEZ1|CNP	PRAD
CUSTOM	LIHC TCGA	0.016830931	0.070016672	0.352487858	-0.700616971	-1.626824943	11	ORM1|F5|SERPINA1|ASGR2|ALB|ALDOB	PRAD
CUSTOM	Liver GTEX	0.05904059	0.151761518	0.252961123	-0.461700457	-1.431575093	34	ORM1|SERPINA1|CYP4F3|CES1|ASGR2|HPD|OAF|HPN|PNKD|ALB|C19orf66|NADK2	PRAD
CUSTOM	Lung GTEX	0.001015455	0.011734143	0.455059867	0.76375973	1.839373314	13	A2M|EPAS1|INMT|RBMS2|ACVRL1|CALCRL|DOCK4|SLC6A4|SHROOM4	PRAD
CUSTOM	Monocytes RNAat	0.149494949	0.282681359	0.161978949	-0.863862731	-1.280077869	2	LGALS2	PRAD
CUSTOM	Muscle GTEX	0.566448802	0.69870801	0.077073673	0.241757645	0.946161611	120	TNNT3|TACC2|PDLIM3|PROB1|MAPK12|ABLIM2|ADSSL1|NFE2L1|MACROD1|RYR1|PGM1|VPS4A|UTP11	PRAD
CUSTOM	NB TCGA	0.131078224	0.262156448	0.178219875	0.336294658	1.235895243	82	ARVCF|DOC2B|NOVA2|SGSM1|RBFOX2|ZNF821|ZKSCAN2|YPEL1|CELSR3|ATAT1|CDK5R1|TSTD2|DBF4B|RUNDC3B|RAP1GAP2|CPSF4|TBKBP1|SBF2|DCHS1|ZFP28|UNK|STAC|MTMR4|RBM4B|ZNF248|CACNB1|GDAP1|GSE1|ZNF789|FBXO41|ZFP90|RIMS3	PRAD
CUSTOM	Nerve GTEX	0.002185221	0.018565553	0.431707696	0.617973659	1.812516963	29	APOD|EPB41L2|KIF19|PRX|FGFBP2|STARD13|ITGB4|FMNL3|RELN|CNP	PRAD
CUSTOM	Ovary GTEX	0.245360825	0.39257732	0.124434169	0.532697799	1.209962218	10	MCC|RBP1|NR2F2|BST2	PRAD
CUSTOM	PCPG TCGA	0.039995106	0.126045182	0.321775918	-0.603414557	-1.554309228	16	DLK1|PCSK1N|BEX1|PTPRN|TERF2IP|P4HTM|LIN7B|GNAS|SLC35D3	PRAD
CUSTOM	PRAD TCGA	0.364485981	0.512250568	0.092848121	-0.403835788	-1.085176945	18	MARC1|VIPR1|ERGIC1|ACPP|ARHGAP6|ZNF613|NAAA|SLC45A3|CPNE4	PRAD
CUSTOM	Pancreas GTEX	0.773654917	0.831086439	0.054008827	-0.229439658	-0.845297566	92	PYCR1|BACE1|LGR4|FKBP11|CATSPERB|SH3YL1|XBP1|SLC38A5|ALG5|CEL|ICA1|C1orf27|NAA16|TTC17|DNMT3B|XPNPEP1|HOMER2|SLC33A1|ERO1B|SUCO|SRPRB|SEC63|SLC38A10	PRAD
CUSTOM	Pituitary GTEX	0.762357414	0.831086439	0.055826472	-0.281738931	-0.812819175	25	PCSK1N|BEX1|CHST8|PTPRN|SYNGAP1|P4HTM	PRAD
CUSTOM	READ TCGA	0.002363825	0.018565553	0.431707696	-0.980718897	-1.453236157	2	TRABD2A|GPA33	PRAD
CUSTOM	Salivary Gland GTEX	0.28358209	0.433713784	0.116739205	-0.885632033	-1.153337276	1	SLPI	PRAD
CUSTOM	Skin GTEX	0.577777778	0.69870801	0.072179797	-0.644147514	-0.954502316	2	TMEM45A	PRAD
CUSTOM	Spleen GTEX	6.63E-05	0.001378408	0.538434096	0.53172376	1.93863249	78	VCAM1|CD5L|P2RX5|NOS3|SEMA3D|TLR10|CCM2L|LILRA4|GRAP|EXOC3L1|CD72|ZKSCAN4|FCRLA|CD180|DNASE1L3|FCRL5|BLK|CR2|HYAL2|PRR5L|SNX8|PAX5|IRF8|CNR2|KLRF1|ABI3|FES|SCIMP|FCRL3|KAZN|FHOD1|PITPNM3	PRAD
CUSTOM	TGCT TCGA	0.796844181	0.84563056	0.055479331	0.476390622	0.730334381	2	SPSB2|PHC1	PRAD
CUSTOM	THCA TCGA	0.024632328	0.088336625	0.352487858	0.866106172	1.538689269	4	TPO|ATP13A4	PRAD
CUSTOM	Testis GTEX	0.641350211	0.749442943	0.069119846	0.3597013	0.866273706	13	NUP210L|MAEL|TKTL1|RAD9B	PRAD
CUSTOM	Thyroid GTEX	0.026749922	0.092733062	0.352487858	0.603270634	1.567436253	18	TPO|PDE8B|MPPED2|SLC25A29|SNX22|ATP13A4	PRAD
CUSTOM	UVM TCGA	0.559652928	0.69870801	0.077476755	0.335368821	0.919997534	22	CRTAC1|TBC1D16|RAB38|KCNAB2|CLCN7	PRAD
CUSTOM	Uterus GTEX	0.669509595	0.773655532	0.067518895	-0.687865306	-0.895790427	1	SLC37A3	PRAD
CUSTOM	WT TCGA	0.007041343	0.03328635	0.407017919	0.844903375	1.690480364	6	MEOX1|NR2F2|KLHL14|NREP	PRAD
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.461538462	0.607594937	0.07998588	0.77396842	1.034055515	1	GZMB	PRAD
CUSTOM	adipose tissue HPA_RA	0.775147929	0.831086439	0.056767239	0.486720846	0.746171212	2	LIPE	PRAD
CUSTOM	adrenal gland HPA_RA	0.089552239	0.198158145	0.219250347	-0.970862776	-1.264331219	1	NOV	PRAD
CUSTOM	b cell TabSap	0.362919132	0.512250568	0.096240602	0.735909963	1.128192543	2	FCER2|CD19	PRAD
CUSTOM	breast HPA_RA	0.238383838	0.387373737	0.125033368	-0.806657153	-1.195310241	2	OXTR	PRAD
CUSTOM	cardiac muscle cell TabSap	0.577777778	0.69870801	0.072179797	0.515999712	0.916704262	4	FBN2|MYL4	PRAD
CUSTOM	cerebral cortex HPA_RA	0.004146368	0.023956796	0.407017919	0.58509689	1.760362253	34	SYN2|BAALC|NETO1|CADM2|APC2|SYT11|CTNND2|GABBR2|DNM1|PACSIN1|CNP|MAP2|FEZF2|NCDN|B3GAT1|DCLK2|POU3F2|ENC1	PRAD
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.191897655	0.32189284	0.145516146	-0.921922708	-1.200597747	1	DNAH2	PRAD
CUSTOM	club cell/type i pneumocyte TabSap	0.063965885	0.151761518	0.261663522	-0.982203612	-1.279100117	1	AGER	PRAD
CUSTOM	endothelial cell TabSap	0.000106122	0.001839443	0.538434096	0.972513089	1.727727502	4	CLEC14A|FAM110D|NOS3|ADCY4	PRAD
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.002529509	0.018565553	0.431707696	-0.96719309	-1.590791001	3	ALAS2|HBB|SLC4A1	PRAD
CUSTOM	esophagus HPA_RA	0.162046908	0.28844376	0.159646702	-0.939195673	-1.223091914	1	TGM3	PRAD
CUSTOM	fallopian tube HPA_RA	0.327272727	0.493280632	0.103958472	-0.760600244	-1.12706279	2	PRR29|IMPG2	PRAD
CUSTOM	heart muscle HPA_RA	0.006642574	0.032896559	0.407017919	-0.948823017	-1.560576821	3	NPPA|RD3L	PRAD
CUSTOM	hematopoietic stem cell TabSap	0.009304566	0.042072821	0.380730401	0.836234124	1.673134952	6	DEFA3|DEFA4|ELANE|MPO	PRAD
CUSTOM	hepatocyte TabSap	0.020575081	0.079252163	0.352487858	-0.992672075	-1.292732945	1	ORM1	PRAD
CUSTOM	iDCs_D6 RNAat	0.716049383	0.809447128	0.062523741	0.425853745	0.798814161	5	GFRA2|ALOX15	PRAD
CUSTOM	intestinal tuft cell TabSap	0.142011834	0.275132275	0.164405756	0.853212117	1.308023531	2	BMX|CCSER1	PRAD
CUSTOM	keratinocyte TabSap	0.084168337	0.190293631	0.219250347	-0.833347875	-1.370649062	3	KRT1|TGM3|CSTA	PRAD
CUSTOM	liver HPA_RA	0.028393639	0.095256081	0.352487858	-0.74457251	-1.6082367	8	ORM1|SERPINA1|ASGR2|ALB	PRAD
CUSTOM	luminal cell of prostate epithelium TabSap	0.459662289	0.607594937	0.080202344	0.775364215	1.035920358	1	NEFH	PRAD
CUSTOM	lung HPA_RA	0.063965885	0.151761518	0.261663522	-0.982203612	-1.279100117	1	AGER	PRAD
CUSTOM	mDCs_D7_LPS RNAat	0.591269841	0.706805327	0.070113216	0.543248106	0.906743217	3	IDO1	PRAD
CUSTOM	macrophage TabSap	0.191897655	0.32189284	0.145516146	-0.923580215	-1.202756278	1	CLEC10A	PRAD
CUSTOM	mature conventional dendritic cell TabSap	0.060037523	0.151761518	0.252961123	0.96449446	1.288606602	1	SCN11A	PRAD
CUSTOM	melanocyte TabSap	0.390191898	0.541066098	0.096562955	-0.831370496	-1.082673782	1	MFSD12	PRAD
CUSTOM	neutrophil TabSap	1.11E-06	2.26E-05	0.643551836	-0.867255095	-2.193547265	15	ADGRG3|FCAR|CSF3R|MMP25|RPH3A|VNN2|BCL2A1|AQP9|PROK2|TNFRSF10C|FCGR3B	SKCM
CUSTOM	nk cell TabSap	0.622889306	0.736141907	0.064794337	0.684724767	0.914822107	1	SH2D1B	PRAD
CUSTOM	pancreas HPA_RA	0.163636364	0.28844376	0.154190967	-0.851453795	-1.26169022	2	CEL	PRAD
CUSTOM	placenta HPA_RA	0.142857143	0.275132275	0.168238166	0.628452306	1.334984618	8	IGF2|HBG2	PRAD
CUSTOM	platelet TabSap	0.210526316	0.347535505	0.131457612	-0.484393756	-1.229429551	15	ACRBP|PF4V1|CLEC1B|LGALS12|SMOX|PTCRA|TUBB1|RUFY1	PRAD
CUSTOM	prostate HPA_RA	0.436363636	0.593171777	0.087051587	-0.7075554	-1.048460567	2	ACPP|SLC45A3	PRAD
CUSTOM	pulmonary ionocyte TabSap	0.485928705	0.623908461	0.077274697	0.762278636	1.018437453	1	STAP1	PRAD
CUSTOM	skeletal muscle HPA_RA	0.439175258	0.593171777	0.087831263	0.447496928	1.016438169	10	TNNT3|RYR1|NEB	PRAD
CUSTOM	spleen HPA_RA	0.039772712	0.126045182	0.321775918	0.9856931	1.316928907	1	CD5L	PRAD
CUSTOM	stromal cell TabSap	0.115079365	0.244250081	0.184706471	0.82796472	1.381967808	3	MMP1|AKR1C1	PRAD
CUSTOM	testis HPA_RA	0.126232742	0.257415787	0.175204048	-0.75095969	-1.348410372	4	ODF3|PHF7|CMTM2	PRAD
CUSTOM	thymocyte TabSap	0.153535354	0.283733091	0.159646702	-0.860582795	-1.275217637	2	ANKRD55|SLAMF1	PRAD
CUSTOM	thyroid gland HPA_RA	0.003034754	0.018565553	0.431707696	0.984806523	1.509765367	2	TPO|TG	PRAD
CUSTOM	ACC TCGA	0.334719335	0.46183953	0.104343953	0.830271138	1.108814343	1	NR5A1	READ
CUSTOM	ALL TCGA	0.052930057	0.151228733	0.271288555	-0.736133096	-1.459717039	6	C1orf228|LILRA2|LAPTM5|PAX5	READ
CUSTOM	AML TCGA	0.000356945	0.003244955	0.498493109	-0.466124967	-1.749480531	86	FCAR|DEFA3|HBM|AHSP|CA1|FOXP1|RPL34|PADI4|MXD1|TERF1|CFP|SNRPA1|RPS28|MED30|EEF2|MAP3K8|SRRM1|UBE2B|H3F3B|NOL7|ARID4B|HIST1H4C|PSTPIP1|CDADC1|UTP23|TNRC6B|GYPB|U2SURP|PSME1|ANKRD49|AAK1	READ
CUSTOM	Adipose Tissue GTEX	4.75E-05	0.00067894	0.557332239	0.969335231	1.78371791	4	FABP4|ADGRL4|PPARG	READ
CUSTOM	Adrenal Gland GTEX	0.402843602	0.523195876	0.078089231	-0.271841672	-1.01331541	84	LRRN3|PORCN|DLK1|TM7SF2|SLC8B1|PLBD2|QPCT|SREBF1|KCNQ1|SGSH|NOV|KLHDC8B	READ
CUSTOM	Alveolar_macrophage_4 RNAat	0.001786089	0.009883836	0.455059867	-0.998751338	-1.32155103	1	FOLR3	READ
CUSTOM	Bladder GTEX	0.86163522	0.897536688	0.054680849	0.448309696	0.673759458	2	ABCC4|PLA2G4A	READ
CUSTOM	Blood GTEX	0.000278626	0.00278626	0.498493109	-0.393199032	-1.634054742	196	NFKBID|P2RY8|IL2RG|ADAM8|BCL2A1|CD53|CYTIP|EVI2B|SAMSN1|C16orf54|CD86|ISG20|CHST11|SLC15A4|LCK|SORL1|HSH2D|TAP1|PTPRC|SP110|CD48|UBALD2|ICAM3|RNASET2|LITAF|TRAF3IP3|SEMA4A|LAT2|ARHGAP15|CD300A|ITGB2|TRIM38|PLXNC1|RNF113A|ACAP1|LAPTM5|MICB|LPXN|S1PR4|STK17A|DENND1C|GPR132|PSMB10|MX2|CEACAM21|C15orf39|ZC3HAV1|LIMD2|SMAP2|TNIP1|PIK3R5|IL27RA|MOB3A|PLAC8|UNC119|TLR1|PSME1|NRM|CXorf38|PAK1|PSMB9|IRF5|BATF|CD37|IRF7|TRPV2|PIAS1|PPP1R18|UBA52|ANKRD44|RBM22|ITGAL|WAS|SNX20|SRPK1|CCNK	READ
CUSTOM	Blood Vessel GTEX	1.27E-05	0.00024049	0.593325476	0.740809447	2.212988428	21	CCDC3|BGN|ITGB5|CYB5R3|MYH9|MCAM|PLS3|IGFBP7|MRVI1|FOXC1|ATL3|TBXA2R|LTBP1	READ
CUSTOM	Brain GTEX	0.000164377	0.001826412	0.518848078	0.515145018	1.935928364	60	CADM2|SYT11|SEPT4|PACSIN1|RAB6B|CTNND2|BAALC|CDIP1|MLC1|WASF3|STX1B|MAP1A|APC2|KIF3C|MAP2|FAM107A|CLIP2|OLIG1|ABI2|GNAO1|MTURN|MTSS1L|FEZ1|TRIM2|DPYSL2|DNM3|JAKMIP2|CLEC2L|BEX4|PHACTR3|NAP1L3|APBA1	READ
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.985446985	0.985446985	0.048118399	0.509900107	0.680963756	1	HEMGN	READ
CUSTOM	CCSK TCGA	0.328	0.46183953	0.089986079	-0.298460761	-1.072892322	65	HIST1H1D|HIST2H2AC|NLGN1|HIST1H1T|ADAMTS17|HOMER1|SESN3|HIST1H2AI|HIST1H1E|HIST2H2BF|ZPBP|DDHD1|HIST2H3D|PTCH1|HIST1H2BN|HIST1H2BL|AFF2	READ
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.32952381	0.46183953	0.099927697	-0.763268219	-1.137486821	2	COL19A1|FCRL5	READ
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.035649318	0.11140412	0.321775918	0.857894737	1.434677476	3	SH2D1B|C9orf172|KLRF1	READ
CUSTOM	DLBC TCGA	0.001343721	0.007904241	0.455059867	-0.533003069	-1.817539341	50	CD79A|DUSP2|CD27|CD19|BCL2A1|POU2AF1|FCRLA|CD53|MS4A1|RELB|CD48|SIT1|SP140|LPXN|IL21R|NFKBIE|CD79B	READ
CUSTOM	ESCA TCGA	0.677543186	0.744552952	0.061840604	-0.683910096	-0.904952072	1	ZBTB7A	READ
CUSTOM	GBM TCGA	0.002608251	0.013041256	0.431707696	0.884180768	1.767781343	5	PSRC1|BAALC|POU3F2|SCRG1	READ
CUSTOM	HNSC TCGA	0.946257198	0.955815351	0.046322779	-0.532732786	-0.704913762	1	KRT5	READ
CUSTOM	Heart GTEX	0.064285714	0.174081238	0.276500599	0.488851119	1.441570513	20	MYOM2|CDK18|TSPAN9|RYR2|PKP2|TPM1|NES|CORIN|DIRAS1|SLC25A4	READ
CUSTOM	KICH TCGA	0.931506849	0.950517193	0.047925897	-0.313892062	-0.586274887	5	SLC39A13	READ
CUSTOM	Kidney GTEX	0.639511202	0.718551912	0.067518895	0.427882124	0.855483475	5	PTH2R	READ
CUSTOM	LGG TCGA	0.001877929	0.009883836	0.455059867	0.467652201	1.734803836	56	CADM2|SNN|ABAT|CDH20|CTNND2|SPARCL1|MLC1|ACSBG1|CMTM5|MAP1A|B3GAT1|FAM107A|DTNA|OLIG1|MTURN|SIRT2|MTSS1L|NDRG2|FEZ1|ZCCHC24|GRIK4|RTN3|PHACTR3|PPP2R2B|NAP1L3	READ
CUSTOM	LIHC TCGA	0.118881119	0.242614528	0.169570644	-0.563558417	-1.353625708	11	SERPINA1|F5|ASGR1|ORM1|TFR2	READ
CUSTOM	Liver GTEX	0.56372549	0.640597148	0.08359906	0.279728699	0.943273353	34	ALB|PNKD|LIPC|TMEM176B|TMEM176A|ABCB4|ST6GAL1|HPN|NAGS|HGD|C5|HMGCL	READ
CUSTOM	Lung GTEX	0.0058053	0.026387727	0.407017919	0.70045646	1.843037171	13	SLC6A4|A2M|ACVRL1|RBMS2|EPAS1|SHROOM4|INMT|AGER|CALCRL|CASS4|FCN3|DOCK4	READ
CUSTOM	Monocytes RNAat	0.028639068	0.098755406	0.352487858	-0.931049862	-1.387529208	2	LGALS2|S100A12	READ
CUSTOM	Muscle GTEX	0.075173034	0.175515577	0.287805131	0.307566978	1.274070558	115	TACC2|PROB1|TNNT3|TNNC2|PGM1|SLC8A3|SCN1B|MAPK12|C22orf39|PFKM|RTN2|CYB5R1|CLTCL1|ALDOA|CACNB1|ALPK3|HIF1AN|RYR1|FHL3	READ
CUSTOM	NB TCGA	0.447409733	0.539047871	0.072357085	-0.270784785	-0.997133567	76	DPYSL4|GGT7|KCNQ5|APBB3|DUSP8|CCDC112|MAP3K12|KIF5C|FBXO41|CCDC136|FRS3|TTL|RPAIN	READ
CUSTOM	Nerve GTEX	0.066457281	0.174081238	0.287805131	0.450005466	1.439608022	28	INF2|STARD13|ITGA6|S100B|BMP8B|GAS2L3|EPB41L2|FGFBP2|ITGB4|PRX|ADD3|CNP|KIF19|FMNL3	READ
CUSTOM	Ovary GTEX	0.432801822	0.5278071	0.094356364	0.422088823	1.011510169	9	MCC|SYTL4|NR2F2|RBP1	READ
CUSTOM	PCPG TCGA	0.659722222	0.733024691	0.058345278	-0.312829642	-0.837133887	17	DLK1|PCSK1N|LIN7B|CYB561	READ
CUSTOM	PRAD TCGA	0.482435597	0.567571291	0.089710465	0.343992085	0.983370245	18	TRPM4|RDH11|ZNF613|CREB3L4|CHRNA2|ARHGAP6|SLC45A3	READ
CUSTOM	Pancreas GTEX	0.068681319	0.174081238	0.287857117	0.317613876	1.265647665	90	NEURL3|TRHDE|CEL|MYO5C|SRPRA|RPH3AL|HOMER2|BCAT1|TC2N|SSR4|TPST2|EXD2|P4HB|DAP|GRB10|XPNPEP1|KSR1|ERP27|SEL1L|CATSPERB|ZNF33B|SEC61A1|KIAA1549|GATM|SSFA2	READ
CUSTOM	Pituitary GTEX	0.104116223	0.226339615	0.216542837	0.439668704	1.325872986	23	SLC22A17|GNAS|RTL5|POMC|PLD3|COL9A2|BSCL2|BEX1|PTPRN	READ
CUSTOM	READ TCGA	0.000682051	0.004871794	0.477270815	-0.989385425	-1.474465796	2	TRABD2A|GPA33	READ
CUSTOM	Salivary Gland GTEX	0.07293666	0.175515577	0.23112671	-0.966375312	-1.278710967	1	SLPI	READ
CUSTOM	Skin GTEX	0.14884696	0.280843321	0.165656695	0.842795861	1.266628155	2	TMEM45A|DEGS1	READ
CUSTOM	Spleen GTEX	0.113029827	0.235478807	0.164405756	-0.345435205	-1.272025081	76	FCRL2|CD8A|DLL1|CD19|POU2AF1|TNFRSF13B|FCRLA|MS4A1|CNR2|CERKL|GDPD5|FCRL1	READ
CUSTOM	TGCT TCGA	0.779047619	0.830075188	0.05490737	-0.529611986	-0.789272551	2	SPSB2	READ
CUSTOM	THCA TCGA	0.121649485	0.243298969	0.183023938	0.804014273	1.344571913	3	ATP13A4|TG|DAPK2	READ
CUSTOM	Testis GTEX	0.16027088	0.291401601	0.165656695	0.472727209	1.284557485	14	DDX43|MAEL|NUP210L|MEX3B|TAF7L|GTSF1|RAD9B|TEX14	READ
CUSTOM	Thyroid GTEX	0.01808651	0.069563501	0.352487858	0.62239856	1.754621766	17	ATP13A4|PDE8B|MPPED2|EPOR|PKHD1L1|SLC25A29|TG	READ
CUSTOM	UVM TCGA	0.90952381	0.937653412	0.058098358	0.232052308	0.684297841	20	CDK2|CLCN7|SLC7A8|RAB38|RASGRP3|PIP4K2A|KCNAB2|ST3GAL4|ILVBL|ACCSL	READ
CUSTOM	Uterus GTEX	0.372360845	0.496481126	0.093145458	-0.818943989	-1.083629359	1	SLC37A3	READ
CUSTOM	WT TCGA	0.232179226	0.358228051	0.127505315	0.61441043	1.228417688	5	NREP|TMSB15A|NR2F2|KLHL14	READ
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.556621881	0.640597148	0.071478629	-0.719407777	-0.951922719	1	GZMB	READ
CUSTOM	adipose tissue HPA_RA	0.418556701	0.523195876	0.090542895	0.642414553	1.074324913	3	PLIN4|LIPE	READ
CUSTOM	adrenal gland HPA_RA	0.178502879	0.297499148	0.142901149	-0.903139493	-1.195037125	1	NOV	READ
CUSTOM	b cell TabSap	0.201904762	0.320483749	0.132846301	-0.824725716	-1.229075978	2	CD19|FCER2	READ
CUSTOM	breast HPA_RA	0.337142857	0.46183953	0.09854998	-0.754707765	-1.124729309	2	UGT2B28	READ
CUSTOM	cardiac muscle cell TabSap	0.069632495	0.174081238	0.237793834	-0.846420159	-1.392432658	3	MYL4|TTN	READ
CUSTOM	cerebral cortex HPA_RA	1.19E-07	3.97E-06	0.704975715	0.720315367	2.411528751	33	CADM2|NKAIN2|DNM1|SYT11|PACSIN1|GABBR2|CTNND2|BAALC|NRGN|STX1B|CMTM5|SERPINI1|FEZF2|POU3F2|APC2|KIF3C|B3GAT1|MAP2|OLIG1	READ
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.178794179	0.297499148	0.149207542	0.907331431	1.21172718	1	DNAH2	READ
CUSTOM	club cell/type i pneumocyte TabSap	0.415800416	0.523195876	0.091392433	0.799768106	1.068078012	1	AGER	READ
CUSTOM	endothelial cell TabSap	0.176715177	0.297499148	0.150169802	0.909115234	1.214109421	1	NOS3	READ
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.000630845	0.004852655	0.477270815	-0.975557538	-1.604874555	3	ALAS2|HBB|SLC4A1	READ
CUSTOM	esophagus HPA_RA	0.014788586	0.059154344	0.380730401	-0.991616126	-1.312109694	1	TGM3	READ
CUSTOM	fallopian tube HPA_RA	0.748427673	0.81350834	0.061302608	0.545906208	0.820436128	2	PRR29|IMPG2	READ
CUSTOM	heart muscle HPA_RA	0.034605983	0.11140412	0.321775918	-0.891257806	-1.466194375	3	RD3L|MYL4|NPPA	READ
CUSTOM	hematopoietic stem cell TabSap	0.18147448	0.297499148	0.140406239	-0.643399917	-1.27583154	6	DEFA3	READ
CUSTOM	hepatocyte TabSap	0.172744722	0.297499148	0.145516146	-0.905280057	-1.197869526	1	ORM1	READ
CUSTOM	iDCs_D6 RNAat	0.317907445	0.46183953	0.105520937	0.627090493	1.153937779	4	ALOX15|F13A1	READ
CUSTOM	intestinal tuft cell TabSap	0.075471698	0.175515577	0.237793834	0.892871751	1.34188663	2	BMX|CCSER1	READ
CUSTOM	keratinocyte TabSap	0.047982814	0.141125924	0.321775918	-0.875646744	-1.44051286	3	TGM3|KRT1|CSTA	READ
CUSTOM	liver HPA_RA	0.557932264	0.640597148	0.06767604	-0.431216664	-0.935669082	8	SERPINA1|ASGR1|ORM1|TFR2	READ
CUSTOM	luminal cell of prostate epithelium TabSap	0.426103647	0.526053885	0.085535695	-0.791384231	-1.047162198	1	NEFH	READ
CUSTOM	lung HPA_RA	0.415800416	0.523195876	0.091392433	0.799768106	1.068078012	1	AGER	READ
CUSTOM	mDCs_D7_LPS RNAat	0.781431335	0.830075188	0.055479331	-0.452710171	-0.744746472	3	RSAD2	READ
CUSTOM	macrophage TabSap	0.355086372	0.479846449	0.095920678	-0.827952194	-1.095549045	1	CLEC10A	READ
CUSTOM	melanocyte TabSap	0.153550864	0.284353451	0.155241966	-0.916250446	-1.212385581	1	MFSD12	READ
CUSTOM	neutrophil TabSap	3.64E-06	0.000123609	0.62725674	-0.830288237	-2.134672974	15	ADGRG3|FCAR|CSF3R|MMP25|BCL2A1|VNN2|TNFRSF10C|MGAM|FCGR3B|PROK2|AQP9|CXCR2	COAD
CUSTOM	nk cell TabSap	0.232848233	0.358228051	0.128788713	0.883071709	1.179328694	1	SH2D1B	READ
CUSTOM	pancreas HPA_RA	0.320754717	0.46183953	0.107554375	0.769805836	1.156932289	2	CEL|AMY2B	READ
CUSTOM	placenta HPA_RA	0.140589569	0.270364556	0.178219875	0.59366215	1.374031157	8	HBG1|IGF2|HLA-G|HBG2|CYP19A1	READ
CUSTOM	platelet TabSap	1.44E-05	0.00024049	0.593325476	0.809081096	2.236051697	15	ITGB3|MPIG6B|PPBP|NRGN|GP6|RUFY1|TUBB1|PF4|GP9|PF4V1|LGALS12|PTCRA	READ
CUSTOM	prostate HPA_RA	0.788571429	0.830075188	0.054343439	-0.524791701	-0.782088955	2	ACPP	READ
CUSTOM	pulmonary ionocyte TabSap	0.468330134	0.557535874	0.080419997	-0.764805565	-1.01199322	1	STAP1	READ
CUSTOM	skeletal muscle HPA_RA	0.100702576	0.223783502	0.216542837	0.572102577	1.410721738	10	TNNT3|TNNC2|RYR1|FHL3	READ
CUSTOM	spleen HPA_RA	0.068607069	0.174081238	0.248911114	0.95950767	1.281407746	1	CD5L	READ
CUSTOM	stromal cell TabSap	0.109278351	0.232507129	0.193813303	0.809188225	1.353224434	3	MMP1|AKR1C1|SERPINE2	READ
CUSTOM	testis HPA_RA	0.283702213	0.42510938	0.112843356	0.644605628	1.186168177	4	ODF3|CMTM2	READ
CUSTOM	thymocyte TabSap	0.131428571	0.257703081	0.168238166	-0.858867956	-1.279957631	2	SLAMF1	READ
CUSTOM	thyroid gland HPA_RA	0.284823285	0.42510938	0.114750719	0.855244381	1.142165726	1	TG	READ
CUSTOM	ACC TCGA	0.330628803	0.465673492	0.103576327	-0.845352906	-1.109071713	1	NR5A1	SARC
CUSTOM	ALL TCGA	0.253071253	0.396111527	0.135002034	-0.607715381	-1.228823823	6	LILRA2|VPREB3|LAPTM5	SARC
CUSTOM	AML TCGA	0.000497455	0.007675017	0.477270815	-0.450655433	-1.733826191	88	FCAR|HBM|CA1|AHSP|DEFA4|UTP23|MXD1|CEACAM8|UBE2B|MS4A3|H3F3B|RPL34|RPS28|FOXP1|CHURC1|EEF2|HIST1H4C|CFP|PADI4|NOL7|MED30|PSME1|GYPB|AZU1|RBX1|CDADC1|SRRM1	SARC
CUSTOM	Adipose Tissue GTEX	0.470383275	0.581085908	0.075118164	0.612625631	1.04494081	4	FABP4|ADGRL4|PPARG|LIPE	SARC
CUSTOM	Adrenal Gland GTEX	0.360240964	0.480321285	0.069945874	0.338771147	1.063589775	92	GRAMD1B|SCARB1|SLC47A1|SEMA6A|SLC23A2|KIAA1024|CYB561A3|ZBED6CL|EPHX1|SLC8B1|PPIF|SREBF1|PAPSS2|FADS2|SNTB1|CTSA|SCAP|TBX3|ATR|HMBOX1|FBXO9|TBC1D8B|C2CD2|HDHD3|GNPTG|FNDC10	SARC
CUSTOM	Alveolar_macrophage_4 RNAat	0.180360721	0.31827112	0.145516146	-0.83851576	-1.272851058	2	FOLR3	SARC
CUSTOM	Bladder GTEX	0.983967936	0.997971602	0.046508405	-0.303857972	-0.461250652	2	PLA2G4A|ABCC4	SARC
CUSTOM	Blood GTEX	0.055285126	0.140933029	0.321775918	-0.27963298	-1.212471562	196	BCL2A1|SAMSN1|LCK|LITAF|CYTIP|EVI2B|UBALD2|NFKBID|IL2RG|ICAM3|CD48|MICB|ADAM8|C16orf54|LAT2|UBA52|ISG20|BATF|STK17A|PAK1|SRPK1|CHST11|RHOG|SMAP2|PPP1R18|RNF113A|LAPTM5|PSMB9|TNIP1|LSP1|CD86|CXorf38|WAS|CD53|PSME1|CCNK|LIMD2|SP110|MOB3A|RAC2|LCP1|ANP32A|ARHGAP15|IRF2|PSMB10|APOBEC3G|SH3KBP1|S1PR4|XPO6|C15orf39|RGS19|TRIM21|LMNB1|PIAS1|HCLS1|MX2|RILPL2	SARC
CUSTOM	Blood Vessel GTEX	0.001882292	0.016940632	0.455059867	0.712824653	1.738867781	22	AEBP1|KCNA5|NOTCH3|CCDC3|MRVI1|ITGB5|CYB5R3|PPP1R14A|MYH9|PLS3|ATL3	SARC
CUSTOM	Brain GTEX	0.001463364	0.014367571	0.455059867	0.569403811	1.718744255	69	GRIN1|KIRREL3|PACSIN1|RGS7|PAQR6|EFR3B|BRSK1|APC2|NRXN2|FAM131B|SEPT4|SYT11|CDH10|CTNND2|CDIP1|STX1B|FAM168A|WASF3|HCN2|MAP1A|GNG7	SARC
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.430020284	0.552883222	0.088094501	-0.800119485	-1.049727139	1	HEMGN	SARC
CUSTOM	CCSK TCGA	0.14520202	0.28751062	0.12687573	0.409127615	1.246366931	72	AJAP1|TMEM132B|SLITRK5|FBN2|SDK2|CRYBG3|CDH23|C14orf37|PTPRG|MTRNR2L1|POMK|N4BP2|TRHDE|PPM1L	SARC
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.026619975	0.099136457	0.352487858	0.94915843	1.391113322	2	FCRL5|COL19A1	SARC
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.376647834	0.496072757	0.091392433	0.703138295	1.109650382	3	C9orf172|KLRF1	SARC
CUSTOM	DLBC TCGA	0.188311688	0.322820037	0.111011492	0.41778556	1.232910181	54	MCOLN2|SPIB|WDFY4|IRF8|P2RX5|TLR10|CCDC88B|CYB561A3|CD19|BLK|FERMT3	SARC
CUSTOM	ESCA TCGA	0.68356998	0.769016227	0.064070375	-0.671246906	-0.880651088	1	ZBTB7A	SARC
CUSTOM	GBM TCGA	0.491289199	0.589547038	0.072893856	0.601116222	1.025309488	4	PSRC1|POU3F2	SARC
CUSTOM	HNSC TCGA	0.0251305	0.09693193	0.352487858	0.986686012	1.32687959	1	KRT5	SARC
CUSTOM	Heart GTEX	0.213138686	0.359671533	0.110564716	0.470383451	1.202050287	27	SLC4A3|MYH7B|CCDC141|POPDC2|TSPAN9|TPM1|RYR2|NEBL|TMEM182|FBXO40|NES|MYOM2	SARC
CUSTOM	Human_Ocular_Choroid_Fibroblast RNAat	0.078585462	0.184504997	0.224966094	0.970214219	1.304728586	1	SERPINE3	SARC
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.534381139	0.620571646	0.074738523	0.72382009	0.973381697	1	TPO	SARC
CUSTOM	JY_2x10e6c/vial_(B_cellijn) RNAat	0.090373281	0.198468606	0.208955028	0.962874456	1.29485819	1	TLR10	SARC
CUSTOM	KICH TCGA	0.997613365	0.997971602	0.053897903	-0.201781814	-0.395411355	5	PVALB|CHCHD10	SARC
CUSTOM	Kidney GTEX	0.137815126	0.280830823	0.153158809	0.738488081	1.370471628	6	SLC12A3|AGRN	SARC
CUSTOM	LGG TCGA	0.000342993	0.006173874	0.498493109	0.602013016	1.79693024	62	CYP46A1|GPM6B|PCDHGC3|CADM4|NAT8L|NLGN3|PAQR6|KCNA2|TTYH2|ABAT|CTNND2|GABBR1|ACSBG1|CMTM5|SNN|CNP|FAM168A|MAP1A|DCLK2|CDH20	SARC
CUSTOM	LIHC TCGA	0.451219512	0.56664776	0.070450085	0.44101247	1.011045559	16	SERPIND1|PROC|SERPINF2|ABCC6|GLYCTK	SARC
CUSTOM	LUAD TCGA	0.032786928	0.101905222	0.321775918	0.98216267	1.320796672	1	NAPSA	SARC
CUSTOM	Liver GTEX	0.043650794	0.12406015	0.248911114	0.521342256	1.493928276	47	SERPIND1|SLC38A4|PROC|FMO3|CYP2D6|MST1|GCKR|SERPINF2|LIPC|ABCC6|SLC17A9|F12|GGCX	SARC
CUSTOM	Lung GTEX	0.339563863	0.465763909	0.086539974	0.516017154	1.127762364	13	NAPSA|AGER|SLC6A4|SHROOM4	SARC
CUSTOM	Monocytes RNAat	0.011560728	0.051553671	0.380730401	-0.962615227	-1.461231702	2	LGALS2|S100A12	SARC
CUSTOM	Muscle GTEX	0.340697674	0.465763909	0.070960946	0.331473598	1.078918334	117	RAPSN|MYBPC2|PROB1|NEB|TTN|OBSCN|MAPK12|PYGM|PHKA1|TNNT1|CACNB1|TNNT3|PHKG1|PFKM|CLTCL1|PCNT|TNNC2|CYB5R1|C22orf39|RTN2|PGM1|FHL3|ENO3|ALDOA|SCN1B|SLC8A3|MACROD1	SARC
CUSTOM	NB TCGA	3.24E-05	0.000874718	0.557332239	0.601929936	1.884748232	90	ADAM11|SCN9A|TRO|ZFHX2|KIAA0895L|BRSK1|RIMS3|CELSR3|FBXO41|RPS6KL1|ZNF789|ARHGAP33|RNF165|ARL10|DBF4B|ATAT1|SAMD14|DCHS1|YPEL1|APBB3|KLC1|ZKSCAN2|RAP1GAP2|ARVCF|QRICH2|WDR27|SEPT5|UNK|SUPT7L|CACNB1|GARNL3|ZNF337|KIAA1211|KIF3C|RBM4B|RTN1|TRIM3|MLLT11|ZNF821|MPP3	SARC
CUSTOM	Nerve GTEX	0.049575071	0.133852691	0.241339977	0.562219554	1.492396141	32	TMEM132B|CADM4|ABCA2|GLI1|ZDHHC8|FMNL3	SARC
CUSTOM	Ovary GTEX	0.05221519	0.137542451	0.248911114	0.695363765	1.46466075	11	ASIP|HS3ST1|MCC|ROBO3	SARC
CUSTOM	PCPG TCGA	0.479651163	0.582048602	0.102821843	-0.35057892	-0.979015127	18	DLK1|CYB561|PCSK1N|BEX1|LIN7B	SARC
CUSTOM	PRAD TCGA	0.157012195	0.299677766	0.135002034	0.536044218	1.304917576	21	LRRC26|FAAH|PNPLA7|CREB3L4	SARC
CUSTOM	Pancreas GTEX	0.006925334	0.037396803	0.407017919	0.48332192	1.522772523	96	RRBP1|GOLGA8B|GNMT|PIGM|NEURL3|RPH3AL|PGGHG|CEL|LMF2|SLC38A10|SRPRA|EXD2|ALDH1L2|ALG2|P4HB|SEC61A1|ANGEL1|N4BP2|SRPRB|TRHDE|PSEN2|HOMER2|TTC17|ERP27|HID1|ENKD1|FKBP11|ZNF710|PGM3	SARC
CUSTOM	Pituitary GTEX	0.091436865	0.198468606	0.176694269	0.543264052	1.380427793	26	CELSR3|TBX19|REC8|P4HTM|BAIAP3|QSOX2|SLC22A17|RTL5|AHI1|ARMCX2|BSCL2|ARFGAP1|POMC|PTPRN|COG7|PLD3	SARC
CUSTOM	READ TCGA	0.056112224	0.140933029	0.271288555	-0.916353704	-1.391007586	2	TRABD2A|GPA33	SARC
CUSTOM	Salivary Gland GTEX	0.576540755	0.662408528	0.071478629	0.650634125	0.953587694	2	LRRC26	SARC
CUSTOM	Skin GTEX	0.787276342	0.839481555	0.056411839	0.534226699	0.782977693	2	DEGS1|TMEM45A	SARC
CUSTOM	Spleen GTEX	0.014475132	0.06012747	0.380730401	0.50621238	1.552013475	77	LILRA4|FAM129C|IRF8|FCRL5|P2RX5|STAB1|TLR10|MPEG1|DNASE1L3|CETP|P2RY6|LILRB1|FCRL2|CD19|CD180|PARP15|BLK|FGD2|CD84|FHOD1|CNR2|FCRLA|FES|PRR5L|GDPD5|ZKSCAN4|CD79B|SEMA7A|FCRL1|TNFRSF13B|MS4A1	SARC
CUSTOM	TGCT TCGA	0.225988701	0.369799692	0.123842171	0.770599971	1.216114324	3	NLRP7|SPSB2	SARC
CUSTOM	THCA TCGA	0.002967516	0.021366112	0.431707696	0.856280522	1.635336362	7	LCN12|RSPH6A|TSHR|ATP13A4|DAPK2	SARC
CUSTOM	Testis GTEX	0.125574273	0.260808105	0.153158809	0.603074629	1.359205117	15	KCTD19|TDRD1|RTL9	SARC
CUSTOM	Thyroid GTEX	0.01140368	0.051553671	0.380730401	0.665090438	1.619060841	21	LCN12|TSHR|SLC25A29|SLC26A4|MPPED2|PDE8B|ATP13A4|PKHD1L1|MROH1|EPOR|TG	SARC
CUSTOM	UVM TCGA	0.447004608	0.56664776	0.071305299	0.417983366	1.019630572	22	TPCN2|CLCN7|TBC1D16|FAM53B|ILVBL|ST3GAL4|RAB38|SLC7A8	SARC
CUSTOM	Uterus GTEX	0.286004057	0.42312929	0.112843356	-0.871468806	-1.143334807	1	SLC37A3	SARC
CUSTOM	WT TCGA	0.922813036	0.958305845	0.042331839	0.322926495	0.573345777	5	NREP|KLHL14|ZNF516	SARC
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.082514735	0.189608327	0.219250347	0.967056414	1.30048202	1	GZMB	SARC
CUSTOM	adipose tissue HPA_RA	0.327683616	0.465673492	0.09957912	0.724370087	1.143157113	3	PLIN4|LIPE	SARC
CUSTOM	adrenal gland HPA_RA	0.519038076	0.616001233	0.077274697	-0.659739416	-1.001471951	2	NOV	SARC
CUSTOM	b cell TabSap	0.792843691	0.839481555	0.053566938	0.478033869	0.754404175	3	CD19|STAG3	SARC
CUSTOM	breast HPA_RA	0.252653928	0.396111527	0.124434169	-0.728291345	-1.208823289	3	OXTR	SARC
CUSTOM	cardiac muscle cell TabSap	0.348432056	0.470383275	0.091392433	0.665675498	1.135426693	4	FBN2|TTN|ENO3	SARC
CUSTOM	cerebral cortex HPA_RA	9.66E-06	0.000347795	0.593325476	0.73868258	2.04176791	40	CYP46A1|GRIN1|PCDHGC4|ADGRB3|GPM6B|KIRREL3|PACSIN1|SHANK1|SLIT1|APC2|SYT11|DNM1|SCN2A|CTNND2|CMTM5|STX1B|CNP|NRGN|KIF3C|DCLK2	SARC
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.473477407	0.581085908	0.081080206	0.755654178	1.016191669	1	DNAH2	SARC
CUSTOM	club cell/type i pneumocyte TabSap	0.033968407	0.101905222	0.321775918	0.981821285	1.320337583	1	AGER	SARC
CUSTOM	endothelial cell TabSap	0.332007952	0.465673492	0.102080108	0.770170414	1.128783446	2	ADCY4|NOS3	SARC
CUSTOM	erythrocyte/erythroid progenitor TabSap	4.60E-05	0.000993491	0.557332239	-0.991890738	-1.646347486	3	ALAS2|HBB|SLC4A1	SARC
CUSTOM	esophagus HPA_RA	0.779559118	0.839481555	0.057246114	-0.493316354	-0.748844891	2	TGM3	SARC
CUSTOM	fallopian tube HPA_RA	0.002391608	0.019868743	0.431707696	0.940897153	1.604865652	4	CCDC17|C22orf15	SARC
CUSTOM	heart muscle HPA_RA	0.002914614	0.021366112	0.431707696	-0.951002988	-1.578481699	3	RD3L|MYL4|NPPA	SARC
CUSTOM	hematopoietic stem cell TabSap	0.061425061	0.150770605	0.287857117	-0.741207122	-1.498749247	6	PRTN3|DEFA4|AZU1	SARC
CUSTOM	hepatocyte TabSap	0.005145874	0.030875247	0.407017919	-0.997695656	-1.308939761	1	ORM1	SARC
CUSTOM	iDCs_D6 RNAat	0.719512195	0.792931807	0.054455595	0.479860217	0.818486034	4	F13A1|CD1C	SARC
CUSTOM	intestinal enteroendocrine cell/paneth cell of epithelium of small intestine/transit amplifying cell of small intestine TabSap	0.009724985	0.049176625	0.380730401	0.995305966	1.338471566	1	SCT	SARC
CUSTOM	intestinal tuft cell TabSap	0.78528827	0.839481555	0.056529953	0.535947752	0.785500117	2	BMX|CCSER1	SARC
CUSTOM	keratinocyte TabSap	0.004678567	0.02972266	0.407017919	-0.939564661	-1.55949628	3	TGM3|KRT1|CSTA	SARC
CUSTOM	kidney HPA_RA	0.001395918	0.014367571	0.455059867	0.999402577	1.343980624	1	SLC12A3	SARC
CUSTOM	liver HPA_RA	0.146417445	0.28751062	0.142056644	0.60824568	1.329329038	13	SERPIND1|SLC38A4|PROC|FMO3|LIPC|F12	SARC
CUSTOM	luminal cell of prostate epithelium TabSap	0.286004057	0.42312929	0.112843356	-0.87334642	-1.145798167	1	NEFH	SARC
CUSTOM	lung HPA_RA	0.003718281	0.025098394	0.431707696	0.981905087	1.439107745	2	NAPSA|AGER	SARC
CUSTOM	mDCs_D7_LPS RNAat	0.248407643	0.396111527	0.125639921	-0.729645202	-1.21107043	3	RSAD2|IDO1	SARC
CUSTOM	macrophage TabSap	0.039950135	0.116611205	0.321775918	-0.978578134	-1.28385828	1	CLEC10A	SARC
CUSTOM	mature conventional dendritic cell TabSap	0.182711198	0.31827112	0.142901149	0.900230434	1.21061551	1	SCN11A	SARC
CUSTOM	melanocyte TabSap	0.096267191	0.203859933	0.202071709	0.959033882	1.289693448	1	MFSD12	SARC
CUSTOM	neutrophil TabSap	1.52E-05	0.00027692	0.593325476	-0.794752233	-2.151177159	15	FCGR3B|MMP25|CXCR2|AQP9|FCAR|TNFRSF10C|CMTM2|RPH3A|VNN2|BCL2A1|PROK2|MGAM|ADGRG3|CSF3R|PYGL	AML
CUSTOM	nk cell TabSap	0.529411765	0.620571646	0.076873673	-0.753947256	-0.989150885	1	SH2D1B	SARC
CUSTOM	pancreas HPA_RA	0.391650099	0.509616997	0.092259726	0.743790544	1.090120366	2	CEL|AMY2B	SARC
CUSTOM	pancreatic pp cell TabSap	0.010017461	0.049176625	0.380730401	0.995135274	1.338242022	1	PIP5KL1	SARC
CUSTOM	placenta HPA_RA	0.158163265	0.299677766	0.142901149	0.677561223	1.315636022	8	HBG2|SIGLEC6|HBG1|IGF2|FCGR2B	SARC
CUSTOM	platelet TabSap	0.091883614	0.198468606	0.181383128	0.628651719	1.41685057	15	ITGB3|PPBP|PF4|MPIG6B|NRGN|GP9|GP6|RUFY1|LGALS12|PTCRA|SMOX	SARC
CUSTOM	prostate HPA_RA	0.977955912	0.997971602	0.046788297	-0.317907321	-0.482577299	2	ACPP	SARC
CUSTOM	pulmonary ionocyte TabSap	0.320486815	0.465673492	0.105520937	-0.849449518	-1.114446316	1	STAP1	SARC
CUSTOM	skeletal muscle HPA_RA	0.028784778	0.101905222	0.352487858	0.729549144	1.536666203	11	RAPSN|NEB|PYGM|TNNT3|TNNC2|FHL3|ENO3	SARC
CUSTOM	spleen HPA_RA	0.997971602	0.997971602	0.046415496	-0.502603055	-0.6593966	1	CD5L	SARC
CUSTOM	stromal cell TabSap	0.698681733	0.777913682	0.059476029	0.539455945	0.851336786	3	MMP1|SERPINE2	SARC
CUSTOM	testis HPA_RA	0.801401869	0.840304873	0.063219117	-0.391838825	-0.700046925	4	ZPBP|PHF7|CMTM2|ODF3	SARC
CUSTOM	thymocyte TabSap	0.614314115	0.698378152	0.068311086	0.632297713	0.926713332	2	ANKRD55|SLAMF1	SARC
CUSTOM	thyroid gland HPA_RA	0.222996516	0.369799692	0.119348441	0.730422229	1.245863634	4	TSHR|SLC26A4|TG|TPO	SARC
CUSTOM	ACC TCGA	0.070564516	0.165744401	0.241339977	0.967171047	1.291733607	1	NR5A1	SKCM
CUSTOM	ALL TCGA	0.132038835	0.240499307	0.169570644	-0.680614661	-1.3511201	6	LILRA2|LAPTM5	SKCM
CUSTOM	AML TCGA	0.002974205	0.018960556	0.431707696	0.420172288	1.596271879	87	CEACAM8|MS4A3|DEFA4|ELANE|AZU1|DEFA3|HBG2|RHD|MPO|TSPAN32|FAM151B	SKCM
CUSTOM	Adipose Tissue GTEX	0.001209284	0.009488227	0.455059867	0.939281289	1.713778994	4	FABP4|ADGRL4|LIPE|PPARG	SKCM
CUSTOM	Adrenal Gland GTEX	0.093959732	0.19047619	0.188204146	-0.34739939	-1.25377578	86	LRRN3|NOV|SGSH|KCNQ1|KLHDC8B|TM7SF2|SREBF1|SCARB1|ALKAL2|PORCN|PLBD2|C8orf33	SKCM
CUSTOM	Alveolar_macrophage_4 RNAat	0.145129225	0.259704928	0.163180127	0.860259864	1.303115393	2	CAMP	SKCM
CUSTOM	Bladder GTEX	0.695390782	0.770976736	0.062661823	-0.596438529	-0.874758266	2	PLA2G4A	SKCM
CUSTOM	Blood GTEX	0.000321907	0.003648278	0.498493109	-0.401048033	-1.614967975	196	NFKBID|ADAM8|RNASET2|C16orf54|IL2RG|SEMA4A|UBALD2|BCL2A1|CD53|CHST11|P2RY8|ITGB2|SLC15A4|CD300A|CYTIP|CD86|PTPRC|CCNK|IRF7|LCK|CD48|GPR132|TAP1|LAT2|EVI2B|C15orf39|HSH2D|SP110|ISG20|SAMSN1|LAPTM5|ICAM3|NRROS|SORL1|TRAF3IP3|STK17A|PSMB10|LSP1|UBA52|ITGAL|ZC3HAV1|DENND1C|TNIP1|UNC119|C18orf8|S1PR4|LIMD2	SKCM
CUSTOM	Blood Vessel GTEX	2.86E-05	0.000486001	0.575610261	0.735645732	2.08353952	22	BGN|CCDC3|EFEMP1|MRVI1|PLS3|IGFBP7|ITGB5|NOTCH3|MYH9|CYB5R3|ATL3|TBXA2R|STK38L|LTBP1	SKCM
CUSTOM	Brain GTEX	0.013183284	0.056028955	0.380730401	0.426709643	1.499538133	58	SEPT4|CADM2|FAM107A|BAALC|SYT11|MAP2|KBTBD11|APC2|CDIP1|TRIM2|RAB6B|CTNND2|WASF3|KIF3C|MLC1|CLIP2|FAM168A|PHACTR3|APBA2|ABI2|MTURN|FEZ1|OLIG1|DLG2|MAP1A|JAKMIP2|GNAO1|PDZD4|DNM3	SKCM
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.800395257	0.85937175	0.055364284	-0.588266525	-0.785632816	1	HEMGN	SKCM
CUSTOM	CCSK TCGA	0.513064133	0.64608076	0.087051587	0.271844496	0.987442277	67	EBF3|PTPRG|MTRNR2L1|FAT4|TRHDE|PPM1L|FUT10|TMTC1|HIST2H2AB|HIST1H4A|DGKH|HECW2|ZNF730|ZNF805|ZBTB20|ZNF208|DOK6|POMK	SKCM
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.596421471	0.715705765	0.069779252	0.624202294	0.9455371	2	FCRL5|COL19A1	SKCM
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.12248996	0.231444884	0.179782316	0.799421926	1.371066134	3	C9orf172|KLRF1|SH2D1B	SKCM
CUSTOM	DLBC TCGA	0.001026509	0.008725325	0.455059867	-0.543020987	-1.77178492	50	DUSP2|CD27|CD79A|NFKBIE|BCL2A1|CD19|CD53|RELB|CD48|LTA|SIT1|MS4A1|FCRLA	SKCM
CUSTOM	ESCA TCGA	0.658102767	0.74308281	0.064648457	-0.683036899	-0.912199114	1	ZBTB7A	SKCM
CUSTOM	GBM TCGA	0.017308812	0.061199189	0.352487858	0.83331858	1.621528714	5	PSRC1|BAALC|SCRG1|CNN3|POU3F2	SKCM
CUSTOM	HNSC TCGA	0.07312253	0.165744401	0.234392647	-0.955225201	-1.27570792	1	KRT5	SKCM
CUSTOM	Heart GTEX	0.040607098	0.111943892	0.321775918	0.518326711	1.48033885	23	PKP2|POPDC2|MYOM2|NEBL|TSPAN9|RYR2|NES|MYL4|CORIN|UQCC2|TPM1|CDK18|CRIP2	SKCM
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.028805406	0.091817233	0.352487858	0.988319618	1.3199792	1	CEACAM6	SKCM
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.031827596	0.098376207	0.321775918	0.987169277	1.318442829	1	TPO	SKCM
CUSTOM	KICH TCGA	0.372277228	0.527392739	0.094975153	-0.598055253	-1.116403189	5	PVALB	SKCM
CUSTOM	Kidney GTEX	0.370221328	0.527392739	0.096240602	0.566234897	1.10181888	5	PTH2R|AGRN	SKCM
CUSTOM	LGG TCGA	0.010417557	0.046199599	0.380730401	0.453688024	1.598420528	57	KCNA2|SPARCL1|CADM2|FAM107A|ABAT|DTNA|GRIK4|CDH20|CMTM5|ACSBG1|CTNND2|FRMPD3|ZBTB47|SNN|B3GAT1|MLC1|FAM168A|DCLK2|PHACTR3|MTURN|FEZ1|ZCCHC24|OLIG1|NDRG2|MAP1A|PEA15	SKCM
CUSTOM	LIHC TCGA	0.084684685	0.183783784	0.206587923	-0.640816699	-1.479224744	11	SERPINA1|ORM1|F5|ASGR2|ASGR1|ALB	SKCM
CUSTOM	Liver GTEX	0.24686941	0.406139997	0.114266502	-0.378123637	-1.150967891	36	SERPINA1|ORM1|ASGR2|ASGR1|ATF5|OAF|ALB|C19orf66|TMEM176A|CES1|TTC39C|NADK2	SKCM
CUSTOM	Lung GTEX	0.007021077	0.035807492	0.407017919	0.686988926	1.696831544	13	A2M|RBMS2|EPAS1|ACVRL1|INMT|SLC6A4|CALCRL|SHROOM4|DOCK4	SKCM
CUSTOM	Monocytes RNAat	0.492985972	0.636513533	0.07998588	-0.701432807	-1.028746662	2	LGALS2	SKCM
CUSTOM	Muscle GTEX	0.992462312	0.992462312	0.056529953	0.1762426	0.696239469	113	CLTCL1|TNNT3|PGM1|NEB|TNNC2|C22orf39|SLC8A3|PFKM|ALDOA|SCN1B|MAPK12|CACNB1|HIF1AN	SKCM
CUSTOM	NB TCGA	0.439189189	0.597297297	0.077073673	-0.284498944	-1.00650061	77	DPYSL4|GGT7|DUSP8|FRS3|KCNQ5|APBB3|ZNF286B|CCDC136|SARM1|MAP3K12|HFM1|RALGDS|FBXO41|TTL|CCDC112	SKCM
CUSTOM	Nerve GTEX	0.167755991	0.290018832	0.158514105	0.408561013	1.243119638	28	ITGB4|INF2|FGFBP2|RELN|EPB41L2|GAS2L3|PRX|AHR|ITGA6|ST6GALNAC2|CNP|FMNL3|BMP8B|RASGEF1C	SKCM
CUSTOM	Ovary GTEX	0.382743363	0.534792096	0.099927697	0.483426175	1.078433372	9	RBP1|MCC|NR2F2	SKCM
CUSTOM	PCPG TCGA	0.924406048	0.962136907	0.052805005	0.234411861	0.62880154	17	DISP2|BSCL2|BEX1|NAP1L5|GNAS|SLC18A2|DLK1|TTC8|PTPRN|GCH1	SKCM
CUSTOM	PRAD TCGA	0.489795918	0.636513533	0.076279718	-0.38184201	-0.982170756	17	VIPR1|NAAA|CPNE4	SKCM
CUSTOM	Pancreas GTEX	0.271393643	0.432533619	0.129442888	0.285789606	1.089962138	90	NEURL3|SRPRA|RPH3AL|TRHDE|CEL|HID1|MYO5C|P4HB|BCAT1|GRB10|PRDX4|GATM|SEC61A1|DAP|EXD2|PSEN2|KIAA1549|GCAT|GMNN|HOMER2|TPST2|TC2N|SLC4A4	SKCM
CUSTOM	Pituitary GTEX	0.662946429	0.74308281	0.070281284	0.307500386	0.878219776	23	BSCL2|POMC|COL9A2|BEX1|SLC22A17|TBX19|GNAS|PLD3|BAIAP3|RTL5|PTPRN|AHI1|COG7	SKCM
CUSTOM	READ TCGA	0.095238095	0.19047619	0.204294757	-0.832283194	-1.342582083	3	TRABD2A|GPA33	SKCM
CUSTOM	Salivary Gland GTEX	0.090725806	0.188857801	0.211400189	0.959826564	1.281924468	1	SLPI	SKCM
CUSTOM	Skin GTEX	0.721442886	0.791259939	0.060903935	-0.582743363	-0.854672441	2	DEGS1|TMEM45A	SKCM
CUSTOM	Spleen GTEX	0.457912458	0.606585334	0.074738523	-0.284218101	-1.003518883	75	MPEG1|CD8A|DLL1|P2RY6|CD19|GDPD5|FCRL1|LILRB1|CD1C|CERKL|MS4A1|SEMA7A|FGD2|FCRLA	SKCM
CUSTOM	TGCT TCGA	0.877755511	0.92300064	0.051740546	-0.482016213	-0.706942368	2	PHC1	SKCM
CUSTOM	THCA TCGA	0.00450635	0.024894926	0.407017919	0.910011402	1.660374206	4	TPO|ATP13A4|TG	SKCM
CUSTOM	Testis GTEX	0.967332123	0.986678766	0.042759143	-0.218046862	-0.529578297	13	TAF7L|ZCWPW1|ZPBP|PHF7|HSF5	SKCM
CUSTOM	Thyroid GTEX	0.008761987	0.040623758	0.380730401	0.632925118	1.697799284	17	TPO|ATP13A4|PKHD1L1|TG|EPOR|FRMPD3|SLC25A29|MPPED2	SKCM
CUSTOM	UVM TCGA	0.576642336	0.700208551	0.067206509	-0.343349413	-0.936779238	21	ILVBL|MITF|CABLES1|SLC3A2|TPCN2	SKCM
CUSTOM	Uterus GTEX	0.509881423	0.64608076	0.077476755	-0.763649235	-1.019857281	1	SLC37A3	SKCM
CUSTOM	WT TCGA	0.211267606	0.353267144	0.133554955	0.660293817	1.284845208	5	NR2F2|KLHL14|NREP|TMSB15A	SKCM
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.846774194	0.899697581	0.05367696	0.577824971	0.771731057	1	GZMB	SKCM
CUSTOM	adipose tissue HPA_RA	0.198795181	0.337951807	0.138022242	0.745397527	1.278410402	3	PLIN4|LIPE	SKCM
CUSTOM	adrenal gland HPA_RA	0.003696235	0.022177413	0.431707696	-0.998495708	-1.333495893	1	NOV	SKCM
CUSTOM	b cell TabSap	0.326653307	0.482878801	0.103576327	-0.777442757	-1.140225596	2	CD19	SKCM
CUSTOM	breast HPA_RA	0.291666667	0.444029851	0.110122264	-0.726013258	-1.171154721	3	UGT2B28|OXTR	SKCM
CUSTOM	cardiac muscle cell TabSap	0.65060241	0.74308281	0.065981614	0.486196711	0.833862349	3	MYL4|ENO3	SKCM
CUSTOM	cerebral cortex HPA_RA	0.000700589	0.007146007	0.477270815	0.608280661	1.902350923	31	DNM1|FEZF2|CADM2|BAALC|SYT11|GABBR2|MAP2|APC2|NRGN|CMTM5|GABRD|CTNND2|KIF3C|ICAM5|ERC2|B3GAT1|DCLK2	SKCM
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.522177419	0.649537766	0.077274697	0.732147598	0.977841159	1	DNAH2	SKCM
CUSTOM	club cell/type i pneumocyte TabSap	0.07312253	0.165744401	0.234392647	-0.958853199	-1.280553128	1	AGER	SKCM
CUSTOM	endothelial cell TabSap	0.066532258	0.165519276	0.248911114	0.969648704	1.295042714	1	NOS3	SKCM
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.00030846	0.003648278	0.498493109	-0.981768298	-1.583721185	3	ALAS2|SLC4A1|HBB	SKCM
CUSTOM	esophagus HPA_RA	0.049407115	0.132619097	0.287857117	-0.976285284	-1.303833764	1	TGM3	SKCM
CUSTOM	fallopian tube HPA_RA	0.641282565	0.74308281	0.06658921	-0.629261217	-0.922897204	2	PRR29	SKCM
CUSTOM	heart muscle HPA_RA	0.121031746	0.231444884	0.179782316	-0.812794607	-1.311144433	3	RD3L|NPPA	SKCM
CUSTOM	hematopoietic stem cell TabSap	4.48E-07	1.14E-05	0.67496286	0.974327195	2.006357352	6	DEFA4|ELANE|AZU1|PRTN3|DEFA3|MPO	SKCM
CUSTOM	hepatocyte TabSap	0.063241107	0.161264822	0.252961123	-0.968940802	-1.294025171	1	ORM1	SKCM
CUSTOM	iDCs_D6 RNAat	0.446393762	0.599107418	0.083836106	-0.593403649	-1.048960859	4	CD200R1|CD1C|ALOX15	SKCM
CUSTOM	intestinal tuft cell TabSap	0.055666004	0.14558801	0.271288555	0.923119614	1.398334886	2	BMX|CCSER1	SKCM
CUSTOM	keratinocyte TabSap	0.015287407	0.06069625	0.380730401	-0.928908913	-1.498452057	3	TGM3|KRT1	SKCM
CUSTOM	liver HPA_RA	0.158181818	0.278181818	0.1482615	-0.604801575	-1.338757507	9	SERPINA1|ORM1|ASGR2|ASGR1|ALB	SKCM
CUSTOM	luminal cell of prostate epithelium TabSap	0.28458498	0.439813151	0.111462667	-0.849128396	-1.134015118	1	NEFH	SKCM
CUSTOM	lung HPA_RA	0.07312253	0.165744401	0.234392647	-0.958853199	-1.280553128	1	AGER	SKCM
CUSTOM	mDCs_D7_LPS RNAat	0.392857143	0.541505792	0.091968614	-0.678204848	-1.094033478	3	RSAD2	SKCM
CUSTOM	macrophage TabSap	0.088932806	0.188857801	0.211400189	-0.947349792	-1.265190272	1	CLEC10A	SKCM
CUSTOM	melanocyte TabSap	0.122529644	0.231444884	0.178219875	-0.930448633	-1.242618692	1	MFSD12	SKCM
CUSTOM	neutrophil TabSap	3.32E-05	0.0006981	0.557332239	-0.864373991	-2.303836909	15	FCAR|ADGRG3|CSF3R|MMP25|FCGR3B|VNN2|BCL2A1|RPH3A|AQP9|TNFRSF10C|PROK2|MGAM	CESC
CUSTOM	nk cell TabSap	0.54233871	0.666488535	0.075309376	0.724537652	0.967677472	1	SH2D1B	SKCM
CUSTOM	pancreas HPA_RA	0.284294235	0.439813151	0.111918316	0.791865688	1.199512393	2	CEL|AMY2B	SKCM
CUSTOM	placenta HPA_RA	0.333333333	0.485714286	0.105125132	0.522820338	1.141669993	8	IGF2|HBG1|HBG2	SKCM
CUSTOM	platelet TabSap	0.037500824	0.109288115	0.321775918	0.596473443	1.524689242	15	ITGB3|NRGN|MPIG6B|PPBP|PF4|GP6|GP9|SMOX|TUBB1	SKCM
CUSTOM	prostate HPA_RA	0.978131213	0.98781568	0.046415496	0.315486726	0.477897001	2	SLC45A3|ACPP	SKCM
CUSTOM	pulmonary ionocyte TabSap	0.78458498	0.85135817	0.056294075	-0.593929741	-0.793196068	1	STAP1	SKCM
CUSTOM	skeletal muscle HPA_RA	0.299559471	0.449339207	0.115240003	0.507480872	1.162991704	10	TNNT3|NEB|TNNC2	SKCM
CUSTOM	spleen HPA_RA	0.078629032	0.174351332	0.227987203	0.963100611	1.286297217	1	CD5L	SKCM
CUSTOM	stromal cell TabSap	0.015471593	0.06069625	0.380730401	0.921015163	1.579607286	3	MMP1|AKR1C1	SKCM
CUSTOM	testis HPA_RA	0.937621832	0.966034615	0.047448319	-0.314270852	-0.555537235	4	ZPBP|PHF7	SKCM
CUSTOM	thymocyte TabSap	0.026233739	0.086317465	0.352487858	-0.939031234	-1.377217086	2	SLAMF1	SKCM
CUSTOM	thyroid gland HPA_RA	0.01680492	0.061199189	0.352487858	0.947876106	1.435835841	2	TPO|TG	SKCM
CUSTOM	ACC TCGA	0.064182195	0.155871044	0.257206466	0.965145589	1.287433916	1	NR5A1	STAD
CUSTOM	ALL TCGA	0.229287091	0.389788054	0.124434169	-0.657636208	-1.270788912	6	C1orf228|LAPTM5|LILRA2	STAD
CUSTOM	AML TCGA	0.079096045	0.175386883	0.219250347	-0.369459573	-1.303172123	87	FCAR|CA1|HBM|AHSP|MXD1|H3F3B|PADI4|CNST|FOXP1|UBE2B|NFE2|CHURC1|MED30|RPL34|CFP|RBX1	STAD
CUSTOM	Adipose Tissue GTEX	0.002476083	0.019427727	0.431707696	0.943748913	1.685878188	4	FABP4|ADGRL4|PPARG|LIPE	STAD
CUSTOM	Adrenal Gland GTEX	0.377358491	0.504167474	0.091392433	-0.296254874	-1.045908616	89	LRRN3|SGSH|NOV|KLHDC8B|PLBD2|PORCN|KCNQ1|TM7SF2|SREBF1|QPCT	STAD
CUSTOM	Alveolar_macrophage_4 RNAat	0.646833013	0.725021619	0.064070375	-0.621853251	-0.91985636	2	FOLR3	STAD
CUSTOM	Bladder GTEX	0.387715931	0.505012073	0.090824142	-0.73852573	-1.092440361	2	ABCC4|PLA2G4A	STAD
CUSTOM	Blood GTEX	3.19E-05	0.000700947	0.557332239	-0.433353241	-1.712186961	196	NFKBID|ADAM8|IL2RG|CHST11|BCL2A1|C16orf54|TAP1|RNASET2|SAMSN1|UBALD2|EVI2B|PTPRC|SEMA4A|CYTIP|CD53|SLC15A4|P2RY8|CD86|SORL1|SP110|LCK|ITGB2|LAPTM5|LITAF|LAT2|PLXNC1|CCNK|IRF7|CD48|CD300A|HSH2D|C15orf39|RILPL2|ZC3HAV1|TNIP1|ISG20|S1PR4|ARHGAP15|TRAF3IP3|ACAP1|ICAM3|SH3KBP1|CDC42|HLA-B|PPP1R18|IFNAR2|MOB1A|UBA52|TACC3|MICB|C18orf8|IRF2|ARPC5|ARID3B|SRPK1	STAD
CUSTOM	Blood Vessel GTEX	4.35E-05	0.000739317	0.557332239	0.759407873	2.163661454	25	BGN|FBLIM1|SULF1|MCAM|PLS3|IGFBP7|EFEMP1|MYH10|CCDC3|FOXC1|MRVI1	STAD
CUSTOM	Brain GTEX	0.007705562	0.039298369	0.407017919	0.487631255	1.642027698	64	EFR3B|CORO2B|FAM107A|BAALC|TRIM2|KBTBD11|CDH10|APC2|SEPT4|SEPT8|DPYSL2|CADM2|HCN2|NAP1L3|CTNND2|FEZ1|CDIP1|SYT11|JAKMIP2|CA11|ATP9A	STAD
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.258188825	0.411488439	0.116234149	-0.86371143	-1.148714856	1	HEMGN	STAD
CUSTOM	CCSK TCGA	0.043639836	0.140773648	0.321775918	-0.425747033	-1.452874767	71	MTRNR2L1|NLGN1|CHST8|HIST1H2BD|HIST1H2BL|HIST1H2AI|HIST1H4H|HIST2H2AC|HIST1H2AG|HIST1H2BN|SDK2|HIST1H1T|HIST1H2BC|HIST2H2BF|HIST1H3J|ADAMTS17|AFF2|BMP6|BCOR|HOMER1|HIST2H2BE|ZPBP|HIST1H2BJ|HIST1H1D|HIST2H3D|PTCH1	STAD
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.593090211	0.679721366	0.068311086	-0.64018922	-0.946979252	2	COL19A1	STAD
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.199170124	0.350264702	0.140406239	0.777873911	1.303833469	3	C9orf172|KLRF1|SH2D1B	STAD
CUSTOM	DLBC TCGA	0.013932827	0.064597653	0.380730401	-0.491915757	-1.568424435	50	DUSP2|BCL2A1|CD79A|CD19|FCRLA|CD53|CD27|RELB|MS4A1|CD48|NFKBIE	STAD
CUSTOM	ESCA TCGA	0.921001927	0.939421965	0.04773424	-0.54176445	-0.72053333	1	ZBTB7A	STAD
CUSTOM	GBM TCGA	0.005559119	0.031501676	0.407017919	0.877452176	1.742049231	6	TIMP4|BAALC|PSRC1|CNN3|SCRG1|POU3F2	STAD
CUSTOM	HNSC TCGA	0.269151139	0.41462128	0.118287526	0.861973055	1.149809271	1	KRT5	STAD
CUSTOM	Heart GTEX	0.060461704	0.155164545	0.321775918	0.553909289	1.523137993	22	NES|MYL4|NEBL|POPDC2|CORIN|CRIP2|MYOM2	STAD
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.012097802	0.058760751	0.380730401	0.99452412	1.326622737	1	TPO	STAD
CUSTOM	KICH TCGA	0.87195122	0.898373984	0.052697309	0.327187008	0.626897087	5	ESRRA|CHCHD10|TBC1D1	STAD
CUSTOM	Kidney GTEX	0.583333333	0.676136364	0.072003314	0.466172762	0.893196672	5	PTH2R|AGRN	STAD
CUSTOM	LGG TCGA	0.017149471	0.076054174	0.352487858	0.471584309	1.5637582	58	RFTN2|GPRC5B|SPARCL1|FAM107A|ZCCHC24|RASGEF1C|ZBTB47|KCNA2|NDRG2|ABAT|CDH20|B3GAT1|SEPT8|GRIK4|CADM2|NAP1L3|CTNND2|FEZ1|NACC2	STAD
CUSTOM	LIHC TCGA	6.20E-05	0.000903811	0.538434096	-0.850181864	-1.976421335	12	ALDOB|ORM1|F5|SERPINA1|ALB|ASGR2|HP	STAD
CUSTOM	Liver GTEX	0.35198556	0.491815439	0.092848121	-0.361680432	-1.079928357	35	ORM1|SERPINA1|CYP4F3|ALB|ASGR2|HP|CES1|HPN|NADK2|C19orf66|TFR2	STAD
CUSTOM	Lung GTEX	0.001475202	0.013679148	0.455059867	0.782688916	1.906327366	13	INMT|A2M|EPAS1|ACVRL1|RBMS2|FCN3|CALCRL|DOCK4	STAD
CUSTOM	Monocytes RNAat	0.061420345	0.155164545	0.252961123	-0.915942281	-1.354878071	2	LGALS2|S100A12	STAD
CUSTOM	Muscle GTEX	0.118790497	0.233012128	0.190023305	0.326878363	1.214307366	118	TACC2|TNNT3|PHKA1|PROB1|ALPK3|CLTCL1|PDLIM3|MAPK12|NEB|CAND2|NFE2L1|C22orf39|ABLIM2|TNNT1|PGM1|OBSCN	STAD
CUSTOM	NB TCGA	0.285714286	0.421078193	0.118287526	0.316476568	1.101804728	83	NOVA2|DOC2B|RBFOX2|ZNF793|ZNF821|ATAT1|SAMD14|YPEL1|DCHS1|ZKSCAN2|RUNDC3B|RIMS3|QRICH2|ZNF382|ZNF337|RBM4B|TSTD2|GSE1|TRIM3|MPP3	STAD
CUSTOM	Nerve GTEX	0.038725742	0.136207784	0.321775918	0.543066383	1.576721506	29	PRX|KIF19|RASGEF1C|ITGB4|EPB41L2|FGFBP2|PLEKHA4|STARD13|ITGA6|CNP|FMNL3	STAD
CUSTOM	Ovary GTEX	0.057416931	0.154119131	0.321775918	0.708646257	1.527117314	9	RBP1|MCC|NR2F2|BST2	STAD
CUSTOM	PCPG TCGA	0.50094518	0.601134216	0.076083716	-0.404016286	-0.986820598	16	LIN7B|TERF2IP|P4HTM|DISP2	STAD
CUSTOM	PRAD TCGA	0.252851711	0.411488439	0.116739205	-0.465104625	-1.18118559	19	CPNE4|VIPR1|MARC1|ACPP|SLC45A3|PDE9A|ERGIC1|NAAA|DHRS7	STAD
CUSTOM	Pancreas GTEX	0.79787234	0.847739362	0.058969447	0.235788237	0.844630458	93	NEURL3|NR5A2|HID1|RPH3AL|TRHDE|EXD2|COMTD1|SLC4A4|PSEN2|GATM|GRB10|GMNN|SRPRA|TECPR1|MYO5C|TIFA|DLG3|SSR4|ZNF710|BCAT1|LGR4|GRPR|P4HB|HOMER2	STAD
CUSTOM	Pituitary GTEX	0.233905579	0.391120805	0.130777138	0.419399788	1.194929876	25	RTL5|PCSK1N|ARMCX2|COL9A2|BAIAP3|WDR17|COG7	STAD
CUSTOM	READ TCGA	0.117082534	0.233012128	0.179782316	-0.876495154	-1.296527181	2	TRABD2A	STAD
CUSTOM	Salivary Gland GTEX	0.16955684	0.303417503	0.147331214	-0.925423729	-1.230790689	1	SLPI	STAD
CUSTOM	Skin GTEX	0.725527831	0.780254985	0.058593757	-0.586230876	-0.867163112	2	TMEM45A|DEGS1	STAD
CUSTOM	Spleen GTEX	0.069716776	0.165374677	0.252961123	0.384614544	1.330592248	77	CCM2L|DNASE1L3|PITPNM3|HYAL2|CD5L|EXOC3L1|NOS3|CABP4|STAB1|SNX8|ZKSCAN4|LILRA4|CETP|PAX5|STAB2|ABI3|PDE2A|CD180|KLRF1|KAZN|PRR5L|IRF8|NOL9|P2RY6|PCDH17|MAFB|NLRC3|MS4A7|PDLIM2|FCER2|CD79B|CD84|BLK	STAD
CUSTOM	TGCT TCGA	0.957773512	0.957773512	0.045770446	-0.36152377	-0.534772374	2	PHC1	STAD
CUSTOM	THCA TCGA	0.044164282	0.140773648	0.321775918	0.858876008	1.534264366	4	TPO|ATP13A4|TG	STAD
CUSTOM	Testis GTEX	0.306985294	0.434895833	0.102080108	-0.468884185	-1.127411665	14	HSF5|MEX3B|ZPBP|TKTL1	STAD
CUSTOM	Thyroid GTEX	0.045895224	0.141857964	0.321775918	0.628896087	1.631569235	17	TPO|MPPED2|SLC25A29|ATP13A4|PKHD1L1|HIRA|SNX22|MROH1	STAD
CUSTOM	UVM TCGA	0.462365591	0.56385907	0.087309826	0.358851087	0.986767571	22	TBC1D16|FAM53B|SLC7A8|RASGRP3|RAB38	STAD
CUSTOM	Uterus GTEX	0.464354528	0.56385907	0.081080206	-0.765667101	-1.018318322	1	SLC37A3	STAD
CUSTOM	WT TCGA	0.040154718	0.136526043	0.321775918	0.788355028	1.565160253	6	MEOX1|NR2F2|KLHL14	STAD
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.391136802	0.505012073	0.090542895	-0.804432855	-1.069875817	1	GZMB	STAD
CUSTOM	adipose tissue HPA_RA	0.819126819	0.861349851	0.056648418	0.46702475	0.716325239	2	LIPE	STAD
CUSTOM	adrenal gland HPA_RA	0.055876686	0.154119131	0.266350657	-0.978270317	-1.301075346	1	NOV	STAD
CUSTOM	b cell TabSap	0.680769231	0.754765886	0.061705405	-0.545826977	-0.874903262	3	CD19	STAD
CUSTOM	breast HPA_RA	0.017947223	0.076275697	0.352487858	-0.952510571	-1.408970533	2	OXTR	STAD
CUSTOM	cardiac muscle cell TabSap	0.152083333	0.282045455	0.163180127	0.748648633	1.337358257	4	FBN2|MYL4	STAD
CUSTOM	cerebral cortex HPA_RA	0.003633126	0.026469918	0.431707696	0.602094998	1.785777901	34	SYN2|BAALC|NKAIN2|APC2|B3GAT1|CADM2|GABBR2|CTNND2|DNM1|NRGN|SYT11|CMTM5|POU3F2|CNP|PACSIN1	STAD
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.289017341	0.421078193	0.108820127	-0.854411126	-1.136345682	1	DNAH2	STAD
CUSTOM	club cell/type i pneumocyte TabSap	0.073217726	0.16596018	0.23112671	-0.971751412	-1.292405363	1	AGER	STAD
CUSTOM	endothelial cell TabSap	0.005493817	0.031501676	0.407017919	0.958010954	1.6057702	3	FAM110D|CLEC14A|NOS3	STAD
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.000907996	0.010276857	0.477270815	-0.977223333	-1.566386268	3	ALAS2|HBB|SLC4A1	STAD
CUSTOM	esophagus HPA_RA	0.020898948	0.085267706	0.352487858	-0.988265971	-1.314369318	1	TGM3	STAD
CUSTOM	fallopian tube HPA_RA	0.007643696	0.039298369	0.407017919	-0.969446775	-1.434022867	2	PRR29	STAD
CUSTOM	heart muscle HPA_RA	0.463461538	0.56385907	0.081080206	-0.653369878	-1.047283226	3	NPPA|RD3L	STAD
CUSTOM	hematopoietic stem cell TabSap	0.026483281	0.103895948	0.352487858	0.809565217	1.607269892	6	DEFA3|ELANE|MPO|PRTN3|DEFA4|AZU1	STAD
CUSTOM	hepatocyte TabSap	0.030996481	0.117097819	0.352487858	-0.983311604	-1.307780132	1	ORM1	STAD
CUSTOM	iDCs_D6 RNAat	0.293103448	0.421078193	0.107554375	-0.68427224	-1.166814944	4	CD200R1	STAD
CUSTOM	intestinal tuft cell TabSap	0.214137214	0.370203319	0.135002034	0.81817876	1.254927273	2	BMX|CCSER1	STAD
CUSTOM	keratinocyte TabSap	0.695833333	0.763172043	0.064503125	0.445363657	0.795581182	4	SPINK5	STAD
CUSTOM	liver HPA_RA	0.004013852	0.027294197	0.407017919	-0.815261894	-1.789969279	9	ORM1|SERPINA1|ALB|ASGR2|HP	STAD
CUSTOM	luminal cell of prostate epithelium TabSap	0.440993789	0.555325512	0.087831263	0.778531073	1.038503745	1	NEFH	STAD
CUSTOM	lung HPA_RA	0.073217726	0.16596018	0.23112671	-0.971751412	-1.292405363	1	AGER	STAD
CUSTOM	mDCs_D7_LPS RNAat	0.615384615	0.697435897	0.06658921	-0.578795135	-0.927747754	3	RSAD2	STAD
CUSTOM	macrophage TabSap	0.258188825	0.411488439	0.116234149	-0.864232942	-1.149408455	1	CLEC10A	STAD
CUSTOM	mature conventional dendritic cell TabSap	0.097308489	0.211180124	0.206587923	0.952194698	1.270158371	1	SCN11A	STAD
CUSTOM	melanocyte TabSap	0.134874759	0.254763434	0.166933849	-0.941590613	-1.252292245	1	MFSD12	STAD
CUSTOM	neutrophil TabSap	0.001974295	0.01711056	0.431707696	-0.690708171	-1.957271835	15	ADGRG3|FCAR|MMP25|CSF3R|BCL2A1|VNN2|PROK2|RPH3A|FCGR3B	LUSC
CUSTOM	nk cell TabSap	0.726708075	0.780254985	0.062112419	0.639808779	0.853458308	1	SH2D1B	STAD
CUSTOM	pancreas HPA_RA	0.946257198	0.955626081	0.046322779	-0.386561196	-0.571808179	2	AMY2B|CEL	STAD
CUSTOM	placenta HPA_RA	0.359307359	0.495261495	0.102449406	0.532273469	1.125092948	8	IGF2|HBG1|FCGR2B	STAD
CUSTOM	platelet TabSap	0.534188034	0.626289419	0.079131665	0.373581189	0.939648592	15	PPBP|PF4V1|PF4|NRGN	STAD
CUSTOM	prostate HPA_RA	0.435684647	0.555325512	0.088626113	0.639071189	1.071179267	3	NKX3-1	STAD
CUSTOM	pulmonary ionocyte TabSap	0.867494824	0.898373984	0.053787281	0.575228162	0.767312469	1	STAP1	STAD
CUSTOM	skeletal muscle HPA_RA	0.530973451	0.626289419	0.081302735	0.423290773	0.949888117	10	TNNT3|NEB	STAD
CUSTOM	spleen HPA_RA	0.051759834	0.154119131	0.287857117	0.968970013	1.292535419	1	CD5L	STAD
CUSTOM	stromal cell TabSap	0.109958506	0.224315353	0.193813303	0.840763346	1.409245606	3	AKR1C1|MMP1	STAD
CUSTOM	testis HPA_RA	0.293103448	0.421078193	0.107554375	-0.683781856	-1.165978745	4	ZPBP|ODF3	STAD
CUSTOM	thymocyte TabSap	0.159309021	0.290170003	0.152144922	-0.845618915	-1.2508545	2	SLAMF1|ANKRD55	STAD
CUSTOM	thyroid gland HPA_RA	0.062370062	0.155164545	0.261663522	0.914725665	1.403011468	2	TPO|TG	STAD
CUSTOM	ACC TCGA	0.114228457	0.240112879	0.186432558	-0.953323408	-1.267267399	1	NR5A1	TGCT
CUSTOM	ALL TCGA	0.429765886	0.556169158	0.077679856	-0.592170601	-1.082897807	6	LILRA2|LAPTM5|C1orf228	TGCT
CUSTOM	AML TCGA	0.276843467	0.438690417	0.087569712	-0.344676605	-1.118851434	87	FCAR|AHSP|CA1|PADI4|HBM|MXD1|CFP|UBE2B|H3F3B|CHURC1|FOXP1|CDADC1	TGCT
CUSTOM	Adipose Tissue GTEX	0.000853188	0.0109848	0.477270815	0.953661528	1.752417289	4	FABP4|ADGRL4|PPARG|LIPE	TGCT
CUSTOM	Adrenal Gland GTEX	0.033376123	0.118542783	0.28201335	-0.438849106	-1.423248498	85	NOV|LRRN3|KLHDC8B|QPCT|TM7SF2|SGSH|PLBD2|DHCR24|KCNQ1|NR5A1|FDXR|SREBF1|DLK1|PORCN|GNS	TGCT
CUSTOM	Alveolar_macrophage_4 RNAat	0.577464789	0.701836572	0.06538342	-0.662631749	-0.954323007	2	FOLR3	TGCT
CUSTOM	Bladder GTEX	0.316901408	0.447134864	0.097544922	-0.790856542	-1.138992503	2	PLA2G4A|ABCC4	TGCT
CUSTOM	Blood GTEX	0.000172254	0.003548431	0.518848078	-0.463271991	-1.64440185	196	NFKBID|ADAM8|BCL2A1|CD86|RNASET2|IL2RG|SEMA4A|UBALD2|C16orf54|CHST11|TAP1|EVI2B|SAMSN1|LAT2|CYTIP|SORL1|TREML2|SLC15A4|LITAF|LAPTM5|HLA-B|MICB|ITGB2|PTPRC|TNIP1|CD300A|CD53|PPP1R18|RILPL2|SP110|ARID3B|ICAM3|PLXNC1|HSH2D|S1PR4|C15orf39|CCNK|CD48|ARPC1B|ISG20|ARHGAP15|ZC3HAV1|RHOG|P2RY8|ZNF586|BATF|SH3KBP1|WAS|IFNAR2|NCF1|UBA52|LCK|ARHGDIB|SRPK1|RAC2|STK17A|GPSM3|MOB3A|PIK3R5	TGCT
CUSTOM	Blood Vessel GTEX	5.94E-05	0.001529834	0.557332239	0.741077955	2.137303964	23	BGN|CCDC3|EFEMP1|SULF1|IGFBP7|MCAM|PLS3|FOXC1|MRVI1	TGCT
CUSTOM	Brain GTEX	0.0031327	0.024833149	0.431707696	0.470249549	1.687060382	62	CORO2B|GFAP|NRXN2|CTNND2|BAALC|SEPT4|FEZ1|CADM2|TRIM2|FAM107A|PACSIN1|APC2|CDIP1|OLIG1|KBTBD11|GNG7|DPYSL2|CACNA1A|PHACTR3|DNM3|PDZD4	TGCT
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.143141153	0.273028496	0.164405756	0.929503459	1.258712455	1	HEMGN	TGCT
CUSTOM	CCSK TCGA	0.01737051	0.079036052	0.352487858	-0.476787439	-1.495945162	68	MTRNR2L1|HIST1H2AI|HIST1H2BL|HIST1H3J|HIST1H4H|ADAMTS17|HIST1H1T|HIST1H2AG|HIST2H2BE|HIST2H2AC|HIST2H2BF|HIST2H3D|HIST1H1D|AFF2|HIST1H2BJ|HIST1H2BD|HIST1H2BN|HIST1H2BC|SESN3|PTCH1|HIST1H1E	TGCT
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.313364055	0.447134864	0.115240003	0.748146364	1.143123394	2	COL19A1|FCRL5	TGCT
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.017648827	0.079036052	0.352487858	0.92616274	1.546887084	3	SH2D1B|C9orf172|KLRF1	TGCT
CUSTOM	DLBC TCGA	0.268027211	0.431356293	0.092259726	-0.383999477	-1.150269906	51	BCL2A1|DUSP2|CD27|NFKBIE|CD19|CD53|RELB|CD79A|POU2AF1|CD48|LTA|BATF|WAS|NCF1|RAC2|MS4A1|SIT1|COTL1|FCRLA	TGCT
CUSTOM	ESCA TCGA	0.703406814	0.814055076	0.062112419	-0.650669936	-0.864945506	1	ZBTB7A	TGCT
CUSTOM	GBM TCGA	0.002051035	0.023154888	0.431707696	0.939470918	1.726341088	4	PSRC1|BAALC|CNN3|SCRG1	TGCT
CUSTOM	HNSC TCGA	0.091451292	0.200414534	0.208955028	0.954724582	1.292866326	1	KRT5	TGCT
CUSTOM	Heart GTEX	0.564102564	0.700030893	0.05909548	-0.378298816	-0.934980615	21	RD3L|NPPA|MYL4	TGCT
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.044535999	0.134518137	0.321775918	0.982835625	1.330933661	1	TPO	TGCT
CUSTOM	JY_2x10e6c/vial_(B_cellijn) RNAat	0.135188867	0.272620713	0.169570644	0.933619406	1.264286177	1	TLR10	TGCT
CUSTOM	KICH TCGA	0.945137157	0.983324517	0.058469321	0.277003942	0.539222641	5	ESRRA|TBC1D1|CHCHD10	TGCT
CUSTOM	Kidney GTEX	0.433915212	0.556169158	0.09957912	0.524407201	1.020823867	5	PTH2R|AGRN	TGCT
CUSTOM	LGG TCGA	0.019448581	0.080128153	0.352487858	0.409615372	1.463208836	59	SPARCL1|GFAP|CTNND2|GPRC5B|GRIK4|NDRG2|FEZ1|KCNA2|CADM2|FAM107A|ACSBG1|OLIG1|DCLK2|CDH20	TGCT
CUSTOM	LIHC TCGA	0.000586878	0.008635495	0.477270815	-0.836521358	-1.802856275	11	ORM1|F5|SERPINA1|ALDOB|ASGR1|TFR2|ASGR2|ALB	TGCT
CUSTOM	Liver GTEX	0.003187254	0.024833149	0.431707696	-0.62064583	-1.717697089	33	ORM1|CES1|SERPINA1|ASGR1|TFR2|CYP4F3|HPD|PNKD|HPN|ASGR2|ATF5|OAF|ALB	TGCT
CUSTOM	Lung GTEX	0.002248047	0.023154888	0.431707696	0.755416974	1.913621169	13	A2M|FCN3|EPAS1|RBMS2|INMT|ACVRL1|CALCRL|SLC6A4|DOCK4|SHROOM4	TGCT
CUSTOM	Monocytes RNAat	0.257042254	0.420243684	0.110564716	-0.819407952	-1.180112276	2	S100A12|LGALS2	TGCT
CUSTOM	Muscle GTEX	0.939086294	0.983324517	0.027096742	-0.218753813	-0.73355615	115	MYO18B|RRAGD|JSRP1|RNF123|BEST3|ENO3|RAD23A|TPT1|SPTB|OPTN|YBX3|CSDE1|CNBP|HBS1L|KPNA1|GRSF1|CUL4A	TGCT
CUSTOM	NB TCGA	0.785243742	0.860426653	0.03761426	-0.256436063	-0.822314016	77	DPYSL4|DUSP8|GGT7|KCNQ5|CCDC136|GDAP1|SCN9A|HFM1|MLLT11|RALGDS|PCBP4|ZFP28|CCDC112|QRICH2	TGCT
CUSTOM	Nerve GTEX	0.150641026	0.282109557	0.206587923	0.411510972	1.257663037	28	ITGB4|KIF19|FGFBP2|EPB41L2|STARD13|FMNL3|RELN|ITGA6|CNP|PRX	TGCT
CUSTOM	Ovary GTEX	0.206896552	0.373865699	0.164405756	0.540762629	1.260002476	10	RBP1|MCC|NR2F2	TGCT
CUSTOM	PCPG TCGA	0.654434251	0.774789975	0.052805005	-0.372439652	-0.876699066	17	PCSK1N|LIN7B|DLK1|TERF2IP|P4HTM|CYB561	TGCT
CUSTOM	PRAD TCGA	0.316666667	0.447134864	0.088894529	-0.47280832	-1.129729981	18	MARC1|VIPR1|ACPP|SLC45A3|NAAA|ERGIC1|ABCC4|CPNE4	TGCT
CUSTOM	Pancreas GTEX	0.964125561	0.987362951	0.087309826	0.196660348	0.748670269	91	NEURL3|RPH3AL|PIGM|HID1|MYO5C|NOMO1|MAP3K21|COMTD1|FANCF|CATSPERB|ZNF710|TECPR1|PSEN2|KIAA1549|KSR1|GATM|GCAT|TC2N|SRPRA|THAP12|TIFA	TGCT
CUSTOM	Pituitary GTEX	0.447949527	0.562668308	0.112378519	0.338893255	1.003697578	25	COL11A2|RTL5|ARMCX2|POMC|TBX19	TGCT
CUSTOM	READ TCGA	0.075704225	0.17327856	0.216542837	-0.914541638	-1.31712392	2	TRABD2A	TGCT
CUSTOM	Salivary Gland GTEX	0.306613226	0.447134864	0.107554375	-0.849724144	-1.129551311	1	SLPI	TGCT
CUSTOM	Skin GTEX	0.997695853	0.997695853	0.052269332	0.292520582	0.446954147	2	TMEM45A	TGCT
CUSTOM	Spleen GTEX	0.008458712	0.045855125	0.380730401	0.425397406	1.567895959	78	VCAM1|DNASE1L3|CD5L|SPIC|CCM2L|LILRA4|STAB2|NOS3|ZKSCAN4|CD163L1|HYAL2|BANK1|EXOC3L1|FAM129C|PAX5|TLR10|KLRF1|IRF8|CD84|CD180|PRR5L|FHOD1|BLK|CR2|CD72	TGCT
CUSTOM	TGCT TCGA	0.74471831	0.842922922	0.053347785	-0.584638933	-0.841997664	2	PHC1	TGCT
CUSTOM	THCA TCGA	0.048155053	0.134518137	0.321775918	0.838757033	1.541272541	4	ATP13A4|TPO	TGCT
CUSTOM	Testis GTEX	0.075208914	0.17327856	0.276500599	0.550838228	1.446977097	15	NUP210L|GLUD2|RTL9|TKTL1|MAEL	TGCT
CUSTOM	Thyroid GTEX	0.022528811	0.089248751	0.352487858	0.590561537	1.620951149	18	ATP13A4|MPPED2|TPO|PDE8B|SLC25A29|PKHD1L1	TGCT
CUSTOM	UVM TCGA	0.57918552	0.701836572	0.057852976	-0.367530575	-0.91811493	22	MITF|ST6GALNAC2|SLC3A2|ST3GAL4|FAM210B	TGCT
CUSTOM	Uterus GTEX	0.21242485	0.377237233	0.132846301	-0.901917856	-1.198933212	1	SLC37A3	TGCT
CUSTOM	WT TCGA	0.08478803	0.189851458	0.245041785	0.772740505	1.504235545	5	KLHL14|NR2F2|TMSB15A	TGCT
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.437375746	0.556169158	0.086034724	0.760486908	1.029834083	1	GZMB	TGCT
CUSTOM	adipose tissue HPA_RA	0.737676056	0.842922922	0.053787281	-0.589030117	-0.848321853	2	PNPLA2	TGCT
CUSTOM	adrenal gland HPA_RA	0.005158218	0.033206027	0.407017919	-0.997460373	-1.325939342	1	NOV	TGCT
CUSTOM	b cell TabSap	0.774789916	0.85810066	0.049391011	-0.507202726	-0.805883118	3	CD19	TGCT
CUSTOM	breast HPA_RA	0.392605634	0.539178404	0.085288469	-0.752114916	-1.083196768	2	OXTR	TGCT
CUSTOM	cardiac muscle cell TabSap	0.072268908	0.17327856	0.216542837	-0.865789672	-1.375633931	3	MYL4|ENO3	TGCT
CUSTOM	cerebral cortex HPA_RA	0.011612708	0.056957568	0.380730401	0.517497009	1.609826695	32	GFAP|CTNND2|BAALC|CADM2|NKAIN2|PACSIN1|ERC2|APC2|OLIG1|DCLK2|DNM1|CNP|SYT11	TGCT
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.332665331	0.463034176	0.102449406	-0.830020142	-1.10335848	1	DNAH2	TGCT
CUSTOM	club cell/type i pneumocyte TabSap	0.140280561	0.272620713	0.166933849	-0.946405114	-1.258070805	1	AGER	TGCT
CUSTOM	endothelial cell TabSap	0.009175957	0.047256179	0.380730401	0.972236819	1.485520354	2	CLEC14A|NOS3	TGCT
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.000326126	0.005598504	0.498493109	-0.983182973	-1.562157532	3	ALAS2|HBB|SLC4A1	TGCT
CUSTOM	esophagus HPA_RA	0.0501002	0.135797912	0.287857117	-0.979770558	-1.302424	1	TGM3	TGCT
CUSTOM	fallopian tube HPA_RA	0.072183099	0.17327856	0.222056046	-0.914871256	-1.317598636	2	PRR29|IMPG2	TGCT
CUSTOM	heart muscle HPA_RA	0.005135129	0.033206027	0.407017919	-0.956030481	-1.519015543	3	RD3L|NPPA|MYL4	TGCT
CUSTOM	hematopoietic stem cell TabSap	0.031291631	0.115108501	0.321775918	0.779343497	1.630252055	6	DEFA3|DEFA4|ELANE|MPO	TGCT
CUSTOM	hepatocyte TabSap	0.019038292	0.080128153	0.352487858	-0.992118399	-1.318838174	1	ORM1	TGCT
CUSTOM	iDCs_D6 RNAat	0.244389027	0.412656882	0.138805109	0.645717482	1.256969424	5	CD1E|ALOX15	TGCT
CUSTOM	intestinal tuft cell TabSap	0.073732719	0.17327856	0.252961123	0.898319685	1.372579345	2	BMX|CCSER1	TGCT
CUSTOM	keratinocyte TabSap	0.047058824	0.134518137	0.271288555	-0.887886485	-1.410743065	3	TGM3|KRT1|CSTA	TGCT
CUSTOM	liver HPA_RA	0.218604651	0.381631849	0.112843356	-0.609502808	-1.244973806	9	ORM1|SERPINA1|ASGR1|TFR2|ASGR2|ALB	TGCT
CUSTOM	luminal cell of prostate epithelium TabSap	0.968190855	0.987362951	0.046881986	0.510640161	0.691497298	1	NEFH	TGCT
CUSTOM	lung HPA_RA	0.140280561	0.272620713	0.166933849	-0.946405114	-1.258070805	1	AGER	TGCT
CUSTOM	mDCs_D7_LPS RNAat	0.678132678	0.793723476	0.073990144	0.500613331	0.836129831	3	IDO1|CCL5	TGCT
CUSTOM	macrophage TabSap	0.292626728	0.443243426	0.119887845	0.757842635	1.157938722	2	FPR3	TGCT
CUSTOM	mature conventional dendritic cell TabSap	0.048122739	0.134518137	0.321775918	0.981084158	1.328561864	1	SCN11A	TGCT
CUSTOM	melanocyte TabSap	0.224448898	0.385303941	0.128788713	-0.894999562	-1.189736618	1	MFSD12	TGCT
CUSTOM	neutrophil TabSap	0.001903308	0.019413745	0.455059867	-0.872962256	-2.298652437	15	ADGRG3|FCAR|CSF3R|MMP25|VNN2|BCL2A1|RPH3A|PROK2|FCGR3B|TNFRSF10C|AQP9	BRCA
CUSTOM	nk cell TabSap	0.105367793	0.226101723	0.193813303	0.948156581	1.283972088	1	SH2D1B	TGCT
CUSTOM	pancreas HPA_RA	0.816901408	0.885693106	0.049093967	-0.543364313	-0.782553909	2	CEL	TGCT
CUSTOM	placenta HPA_RA	0.306493506	0.447134864	0.125033368	0.513246611	1.152990455	8	HBG2|IGF2|HBG1	TGCT
CUSTOM	platelet TabSap	0.428969359	0.556169158	0.107140237	0.383615135	1.007704777	15	PPBP|PF4|RUFY1|CLEC1B|GP9|ITGB3|NRGN	TGCT
CUSTOM	prostate HPA_RA	0.075704225	0.17327856	0.216542837	-0.910317043	-1.311039654	2	ACPP|SLC45A3	TGCT
CUSTOM	pulmonary ionocyte TabSap	0.4055666	0.542511167	0.090263548	0.778264296	1.053907818	1	STAP1	TGCT
CUSTOM	skeletal muscle HPA_RA	0.287356322	0.441756734	0.13725078	0.495494519	1.15452564	10	TNNT3|FHL3|TNNC2|RYR1	TGCT
CUSTOM	spleen HPA_RA	0.00337538	0.024833149	0.431707696	0.985111228	1.50519169	2	CD5L|SPIC	TGCT
CUSTOM	stromal cell TabSap	0.98034398	0.989955196	0.056059588	0.290810065	0.485714135	3	AKR1C1|MMP1	TGCT
CUSTOM	testis HPA_RA	0.944350759	0.983324517	0.040493483	-0.337882082	-0.569763952	4	ZPBP|CMTM2	TGCT
CUSTOM	thymocyte TabSap	0.586267606	0.702157714	0.064648457	-0.658664563	-0.948609462	2	SLAMF1	TGCT
CUSTOM	thyroid gland HPA_RA	0.071428571	0.17327856	0.257206466	0.900569341	1.376016686	2	TPO|TG	TGCT
CUSTOM	ACC TCGA	0.348547718	0.526198439	0.101713902	0.851861274	1.123346612	1	NR5A1	THCA
CUSTOM	ALL TCGA	0.633093525	0.73157474	0.076279718	0.387926144	0.846505663	6	PAX5|VPREB3	THCA
CUSTOM	AML TCGA	0.021001532	0.114955757	0.352487858	-0.392513583	-1.480860289	87	FCAR|AHSP|HBM|CA1|PADI4|MXD1|CNST|CHURC1|H3F3B|UBE2B|NFE2|RHD|FOXP1|RBX1|ANKRD36C|ANKRD12|AZU1|CHD9|RBL1|MTRF1L|STK4|MAP3K8|ZFAND2B|CFP|FNIP1|NBEAL1|ZNF292|KMT2E|DEFA4|CUL5|APPL1|GYPB|XRN1|TAOK3|JMJD1C	THCA
CUSTOM	Adipose Tissue GTEX	0.013925122	0.085188984	0.380730401	0.853102377	1.619850075	4	FABP4|ADGRL4|PPARG|LIPE	THCA
CUSTOM	Adrenal Gland GTEX	0.322663252	0.526198439	0.078711381	-0.284965141	-1.082911243	90	LRRN3|KLHDC8B|NOV|PLBD2|DLK1|DHCR24|SGSH|QPCT|TM7SF2|SREBF1|CTSA|TRIM24|ALKAL2|RMDN2|GNS|TMEM138|BABAM2|CTNNAL1|PORCN|GALM|SLC35F5|NLK|GNPTG|ACP1|RARS2|SOAT1|EPHX1|KCNQ1	THCA
CUSTOM	Alveolar_macrophage_4 RNAat	0.710820896	0.778161822	0.058221624	-0.576285811	-0.860914237	2	FOLR3	THCA
CUSTOM	Bladder GTEX	0.125	0.280851064	0.170932335	-0.863636364	-1.290187659	2	ABCC4|PLA2G4A	THCA
CUSTOM	Blood GTEX	0.343317972	0.526198439	0.070113216	-0.251813133	-1.060031721	196	NFKBID|ADAM8|RNASET2|UBALD2|HLA-B|SEMA4A|SLC15A4|TREML2|BCL2A1|C16orf54|ARID3B|ARPC1B|TAP1|SRGN|IL2RG|LAT2|CHST11|HLA-A|SAMSN1|ARHGDIB|MOB1A|SORL1|CD86|RILPL2|LAPTM5|B2M|TGFB1|CDC42|MAP4K2|C18orf8|P2RY8|EVI2B|TACC3|PTPRC|TRAPPC1|ARPC5|TMSB4X|WIPF1|PDK3|STK4|TNIP1|CYTIP|ZNF586|RAB8A|NIN|PLXNC1|ARHGAP15|PIAS1|CCNK|ZC3HAV1|CD53	THCA
CUSTOM	Blood Vessel GTEX	0.055533535	0.206267415	0.321775918	0.450708575	1.48422897	24	BGN|SULF1|ITGA8|CCDC3|IGFBP7|EFEMP1	THCA
CUSTOM	Brain GTEX	0.107279693	0.280728815	0.271288555	0.294373261	1.238658224	70	EFR3B|CORO2B|NRXN2|BAALC|FEZ1|CACNA1A|ZNF365|CADM2|FAM107A|JAKMIP2|PDZD4|HCN2|GNG7|KBTBD11|CTNND2|PACSIN1|SEPT8|DPYSL2|TRIM2	THCA
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.699570815	0.773993243	0.06568136	0.576598154	0.874384275	2	HEMGN|SMIM24	THCA
CUSTOM	CCSK TCGA	0.006444494	0.051555948	0.407017919	-0.439720533	-1.611469301	73	MTRNR2L1|HIST1H1T|HIST1H2AI|HIST2H2BE|HIST1H2BL|HIST1H2BJ|BMP6|HIST1H2AG|HIST1H4H|HIST1H2BC|DGKH|HIST1H3J|HIST1H2BN|NLGN1|HOMER1|DOK6|HOOK3|MTRNR2L12|HIST1H2BD|ADAMTS17|SDK2|HIST2H2AC|CHST8|HIST2H2BF|SESN3|AFF2|HIST2H3D	THCA
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.513059701	0.645783133	0.074175897	-0.665959973	-0.994878602	2	COL19A1|FCRL5	THCA
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.000822129	0.009500157	0.477270815	0.898039032	1.837948763	5	KLRF1|C9orf172|SH2D1B|NMUR1	THCA
CUSTOM	DLBC TCGA	0.024592815	0.116433454	0.352487858	0.367262948	1.493875458	53	P2RX5|WDFY4|IKZF3|IRF8|ARHGAP30|MAP4K1|CORO1A|SASH3|SLC25A19|PTPN6|CCDC88B|IL16|ARHGAP25|VAV1|TLR10|BATF|CD72|CD79B|BLK|CSK|TFEB|FCRL3|CD40|SEPT1|HCLS1|SP140|LIMD2	THCA
CUSTOM	ESCA TCGA	0.612033195	0.73157474	0.070619625	0.704061732	0.92844385	1	ZBTB7A	THCA
CUSTOM	GBM TCGA	0.000266541	0.004071095	0.498493109	0.9217411	1.886457998	5	POU3F2|PSRC1|BAALC|CNN3	THCA
CUSTOM	HNSC TCGA	0.419087137	0.572010079	0.090824142	0.80259476	1.058379024	1	KRT5	THCA
CUSTOM	Heart GTEX	0.209969789	0.428173686	0.113787262	-0.417545955	-1.210603006	23	RD3L|NPPA|HSPB3|MYL4|FBXO40	THCA
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.078838174	0.240426793	0.23112671	0.970660561	1.280006835	1	TPO	THCA
CUSTOM	JY_2x10e6c/vial_(B_cellijn) RNAat	0.348547718	0.526198439	0.101713902	0.848639023	1.119097441	1	TLR10	THCA
CUSTOM	KICH TCGA	0.498251748	0.645783133	0.072357085	-0.511484576	-0.997701791	5	PVALB	THCA
CUSTOM	Kidney GTEX	0.206293706	0.428173686	0.125033368	-0.628487513	-1.225927714	5	GALNT14|POU3F3	THCA
CUSTOM	LGG TCGA	0.02334973	0.116433454	0.352487858	0.344627158	1.411010216	62	RFTN2|B3GAT1|FRMPD3|SPARCL1|FEZ1|PPP2R2B|NDRG2|GPRC5B|CADM2|FAM107A|ZBTB47|FXYD6|NACC2|CTNND2|ZCCHC24|SOX8|ROM1|SEPT8|CNP	THCA
CUSTOM	LIHC TCGA	0.013545303	0.085188984	0.380730401	-0.693576458	-1.697298291	11	ORM1|F5|SERPINA1|TFR2|ALDOB	THCA
CUSTOM	Liver GTEX	0.313131313	0.525252525	0.086794976	-0.341506605	-1.111207869	39	ORM1|CYP4F3|SERPINA1|PNKD|TFR2|HPD|STEAP3	THCA
CUSTOM	Lung GTEX	0.016594639	0.095880135	0.352487858	0.590856912	1.67962857	14	EPAS1|A2M|TBX2|RBMS2|FCN3|ACVRL1|CALCRL	THCA
CUSTOM	Monocytes RNAat	0.080223881	0.240426793	0.216542837	-0.889162144	-1.32832066	2	S100A12|LGALS2	THCA
CUSTOM	Muscle GTEX	0.855018587	0.894277183	0.030632255	-0.200911192	-0.793703281	119	MYO18B|JSRP1|BEST3|RRAGD|DNAJB6|SPTB|ASB8|CLIP1|YBX3|TMEM11|CYB5R1|KPNA3|RNF123|UBE2G1|CSDE1|KPNA1|RTN2|MNAT1|ADSL|GRSF1|TNNI2|DCAF6|NAA50|XIRP2|PHKG1|TPT1|TNNC2|TTN|COPS3|HBS1L|ENO3|UBE3A|CUL5|TNNT1|KIAA0368|PCNT|SCN1B|PYGM	THCA
CUSTOM	NB TCGA	0.031492157	0.125968628	0.321775918	0.300253268	1.337275978	90	NMNAT2|ANKRD13B|ARVCF|YPEL1|RNF165|NOVA2|DOC2B|ZKSCAN2|ZNF793|CELSR3|RBFOX2|CBX8|SGSM1|PDZD4|CDK5R1|KIAA0895L|CCDC136|ZNF821|RBM4B|MTMR4|FBXO41|UNK|GPRASP1	THCA
CUSTOM	Nerve GTEX	0.246987952	0.471244336	0.153158809	0.319458764	1.145488098	31	FGFBP2|PRX|ITGB4|FMNL3|EPB41L2|SOX8|CNP|KIF19|PLEKHA4|PTPDC1|S100B|EXOSC10|STARD13	THCA
CUSTOM	Ovary GTEX	0.381666667	0.543744292	0.083836106	-0.445792166	-1.057236687	10	GSTM5|ACSM3|SYTL4	THCA
CUSTOM	PCPG TCGA	0.024899823	0.116433454	0.352487858	-0.581339685	-1.59990345	18	PTPRN|DLK1|PCSK1N|BEX1|LIN7B|SLC35D3|P4HTM|TERF2IP|GNAS|SLC18A2|BSCL2	THCA
CUSTOM	PRAD TCGA	0.36036036	0.535392535	0.081302735	-0.370842107	-1.065118442	22	CPNE4|ARHGAP6|SLC45A3|MARC1|ABCC4|DHRS7|ACPP|ERGIC1	THCA
CUSTOM	Pancreas GTEX	0.90920882	0.90920882	0.029848497	-0.195346274	-0.743965623	95	BACE1|LGR4|SLC38A5|HOMER2|DAP|TPST2|SLC38A10|SSFA2|FKBP11|XPNPEP1|TTC17|ICA1|ANGEL1|PRDX4|DNMT3B|C1orf27|SEL1L|GMNN|SUCO|GCAT|FAIM|NAA16|SLC33A1|PYCR1|SEC63|TMEM39A|SSR4|XBP1|PLPP5|CEL|ERO1B	THCA
CUSTOM	Pituitary GTEX	0.349112426	0.526198439	0.082205492	-0.359846286	-1.077355126	27	PTPRN|PCSK1N|SLC22A17|BEX1|P4HTM|GNAS|CHST8|BSCL2	THCA
CUSTOM	READ TCGA	0.503663004	0.645783133	0.074175897	-0.595261987	-0.992080912	3	TRABD2A|GPA33	THCA
CUSTOM	Salivary Gland GTEX	0.895522388	0.90421678	0.047543419	-0.46277182	-0.691335515	2	SLPI	THCA
CUSTOM	Skin GTEX	0.279850746	0.485074627	0.108820127	-0.775610583	-1.158685814	2	TMEM45A|DEGS1	THCA
CUSTOM	Spleen GTEX	8.23E-06	0.000213902	0.593325476	0.463401423	2.038899504	81	VCAM1|P2RX5|LILRB5|KLRF1|DNASE1L3|LILRA4|ZKSCAN4|SPIC|NLRC3|CD180|NOS3|PAX5|ABI3|IRF8|EXOC3L1|PRR5L|STAB2|TMEM156|CD5L|GIMAP1|GRAP|GIMAP7|SEMA3D|SNX8|CCM2L|MS4A7|FAM129C|TLR10|MAFB|PDLIM2|HYAL2|CD72|PITPNM3|CD79B|BLK|TNFRSF13B|FCRL3|AP2A2|NOL9|FCER2	THCA
CUSTOM	TGCT TCGA	0.421052632	0.572010079	0.093746542	0.630984971	1.081046468	3	NLRP7|SPSB2	THCA
CUSTOM	THCA TCGA	0.369614512	0.541407173	0.103576327	0.590432779	1.121099423	4	TPO|ATP13A4	THCA
CUSTOM	Testis GTEX	0.628865979	0.73157474	0.080419997	0.311785702	0.886313018	14	TKTL1|GTSF1|GLUD2	THCA
CUSTOM	Thyroid GTEX	0.045349311	0.174678826	0.321775918	0.485814095	1.485897758	18	FRMPD3|PDE8B|TPO|ATP13A4|MPPED2|SLC25A29|HIRA|MROH1	THCA
CUSTOM	UVM TCGA	0.077039275	0.240426793	0.197822021	-0.492927906	-1.429160067	23	MITF|SLC3A2|ST3GAL4|ACCSL|PIP4K2A|CABLES1|FAM210B|ABCB5	THCA
CUSTOM	Uterus GTEX	0.651923077	0.745054945	0.063784539	-0.668871364	-0.892666863	1	SLC37A3	THCA
CUSTOM	WT TCGA	0.395348837	0.555625393	0.100990587	0.527805184	1.080219066	5	KLHL14|NR2F2	THCA
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.230290456	0.460580913	0.129442888	0.903926058	1.192004268	1	GZMB	THCA
CUSTOM	adipose tissue HPA_RA	0.527985075	0.653695807	0.072714108	-0.659720529	-0.985557487	2	PNPLA2	THCA
CUSTOM	adrenal gland HPA_RA	0.025749706	0.116433454	0.352487858	-0.983634359	-1.312745387	1	NOV	THCA
CUSTOM	b cell TabSap	0.832089552	0.883033811	0.050908287	-0.514876862	-0.769175317	2	CD19	THCA
CUSTOM	breast HPA_RA	0.087686567	0.25331675	0.206587923	-0.885091588	-1.32223965	2	OXTR|UGT2B28	THCA
CUSTOM	cardiac muscle cell TabSap	0.868480726	0.894277183	0.057975476	0.348549432	0.661817197	4	FBN2	THCA
CUSTOM	cerebral cortex HPA_RA	0.25566343	0.471244336	0.156312403	0.303563232	1.150326415	39	POU3F2|GABBR2|BAALC|B3GAT1|FEZF2|CADM2|SLIT1|CTNND2|PACSIN1|SOX8|CNP	THCA
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.109615385	0.280728815	0.186432558	-0.950563894	-1.268609982	1	DNAH2	THCA
CUSTOM	club cell/type i pneumocyte TabSap	0.126923077	0.280851064	0.172324345	-0.941914695	-1.257066876	1	AGER	THCA
CUSTOM	endothelial cell TabSap	0.000154913	0.003222182	0.518848078	0.950551315	1.804883752	4	CLEC14A|FAM110D|ADCY4|NOS3	THCA
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.000359551	0.00467416	0.498493109	-0.979560682	-1.632564276	3	ALAS2|HBB|SLC4A1	THCA
CUSTOM	esophagus HPA_RA	0.012525298	0.085188984	0.380730401	-0.990926821	-1.32247781	1	TGM3	THCA
CUSTOM	fallopian tube HPA_RA	0.23880597	0.468600394	0.119348441	-0.799609905	-1.194538436	2	PRR29|IMPG2	THCA
CUSTOM	heart muscle HPA_RA	0.00227802	0.02153764	0.431707696	-0.956322619	-1.593835046	3	RD3L|NPPA|MYL4	THCA
CUSTOM	hematopoietic stem cell TabSap	0.333333333	0.526198439	0.113787262	0.511444013	1.116037833	6	DEFA3|ELANE	THCA
CUSTOM	hepatocyte TabSap	0.001419281	0.014760521	0.455059867	-0.998982447	-1.333228742	1	ORM1	THCA
CUSTOM	iDCs_D6 RNAat	0.757369615	0.820483749	0.064503125	0.395387916	0.750752972	4	ALOX15	THCA
CUSTOM	intestinal tuft cell TabSap	0.675965665	0.7641351	0.067362387	0.592099313	0.897891061	2	BMX	THCA
CUSTOM	keratinocyte TabSap	0.274509804	0.485074627	0.107140237	-0.637439828	-1.15824695	4	TGM3|KRT1	THCA
CUSTOM	liver HPA_RA	0.028430232	0.118269766	0.352487858	-0.698132915	-1.602420496	9	ORM1|SERPINA1|TFR2	THCA
CUSTOM	luminal cell of prostate epithelium TabSap	0.105150215	0.280728815	0.202071709	0.873134328	1.324067586	2	SLC30A4|NEFH	THCA
CUSTOM	lung HPA_RA	0.126923077	0.280851064	0.172324345	-0.941914695	-1.257066876	1	AGER	THCA
CUSTOM	mDCs_D7_LPS RNAat	0.278388278	0.485074627	0.10797236	-0.69779206	-1.162960509	3	RSAD2|CCL5	THCA
CUSTOM	macrophage TabSap	0.815384615	0.874226804	0.053238649	-0.594081235	-0.792852947	1	CLEC10A	THCA
CUSTOM	mature conventional dendritic cell TabSap	0.126556017	0.280851064	0.179782316	0.948783176	1.2511572	1	SCN11A	THCA
CUSTOM	melanocyte TabSap	0.515384615	0.645783133	0.075501529	-0.732807598	-0.977995314	1	MFSD12	THCA
CUSTOM	neutrophil TabSap	0.001523472	0.05179805	0.455059867	-0.894737959	-2.121482185	15	ADGRG3|FCAR|CSF3R|MMP25|AQP9|FCGR3B|PROK2|VNN2|BCL2A1|MGAM|TNFRSF10C	OV
CUSTOM	nk cell TabSap	0.080912863	0.240426793	0.227987203	0.969727805	1.278776812	1	SH2D1B	THCA
CUSTOM	pancreas HPA_RA	0.861940299	0.894277183	0.049291766	-0.499685213	-0.746480489	2	CEL	THCA
CUSTOM	pancreatic acinar cell TabSap	0.028090151	0.118269766	0.352487858	0.983295175	1.296668058	1	KLK1	THCA
CUSTOM	placenta HPA_RA	0.623287671	0.73157474	0.060378636	-0.399315157	-0.888320604	8	TFPI2|HLA-G|SIGLEC6|FCGR2B	THCA
CUSTOM	platelet TabSap	0.007626685	0.056655375	0.407017919	-0.66301742	-1.754293885	15	ACRBP|PTCRA|SMOX|MPIG6B|LGALS12|GP9|TUBB1|CLEC1B|GP6|RUFY1|PF4V1|ITGB3|NRGN	THCA
CUSTOM	prostate HPA_RA	0.182835821	0.388059701	0.138805109	-0.829375848	-1.239005823	2	SLC45A3|ACPP	THCA
CUSTOM	pulmonary ionocyte TabSap	0.493775934	0.645783133	0.081751558	0.759857543	1.002021599	1	STAP1	THCA
CUSTOM	skeletal muscle HPA_RA	0.686666667	0.767885305	0.054568065	-0.350483014	-0.831202362	10	JSRP1|TNNI2|TNNC2|ENO3|PYGM	THCA
CUSTOM	spleen HPA_RA	0.075107296	0.240426793	0.241339977	0.898405699	1.362390444	2	SPIC|CD5L	THCA
CUSTOM	stromal cell TabSap	0.346491228	0.526198439	0.105520937	0.660149433	1.131013011	3	MMP1|AKR1C1	THCA
CUSTOM	testis HPA_RA	0.098039216	0.275569687	0.190023305	-0.754622561	-1.37117143	4	ODF3|CMTM2|ZPBP|PHF7	THCA
CUSTOM	thymocyte TabSap	0.546641791	0.668832309	0.070960946	-0.65027137	-0.971441375	2	ANKRD55|SLAMF1	THCA
CUSTOM	thyroid gland HPA_RA	0.555793991	0.672122966	0.077274697	0.644285824	0.977029477	2	TPO	THCA
CUSTOM	ACC TCGA	0.018737307	0.102562099	0.352487858	0.988280233	1.325519215	1	NR5A1	UCEC
CUSTOM	ALL TCGA	0.305613306	0.482248949	0.110122264	0.524692553	1.136117845	6	PAX5|VPREB3	UCEC
CUSTOM	AML TCGA	0.004085896	0.030352371	0.407017919	0.370839383	1.613490456	88	HBG2|CEACAM8|DEFA3|ELANE|MPO|MS4A3|DEFA4|AZU1|RAB44	UCEC
CUSTOM	Adipose Tissue GTEX	0.000248686	0.0028737	0.498493109	0.953108718	1.833803359	4	FABP4|PPARG|ADGRL4|LIPE	UCEC
CUSTOM	Adrenal Gland GTEX	0.375	0.557142857	0.093746542	-0.246699832	-1.026321554	87	DLK1|KLHDC8B|LRRN3|NOV|C3orf33|RMDN2|NLK|TRIM24|PORCN|ALKAL2|AKAP7|TMEM138|SOAT1|ACP1|GALM|MAP3K5|PEX3|SLC35F5|CTSA|CTNNAL1|RARS2|BABAM2|TM7SF2|FADS2	UCEC
CUSTOM	Alveolar_macrophage_4 RNAat	0.062906725	0.172165772	0.266350657	0.892863344	1.366471414	2	CAMP|FOLR3	UCEC
CUSTOM	Bladder GTEX	0.011075986	0.063994587	0.380730401	-0.942785206	-1.449743948	2	PLA2G4A|ABCC4	UCEC
CUSTOM	Blood GTEX	0.137697517	0.275395034	0.179782316	0.239438643	1.167122236	196	LMNB1|ARID3A|ARL11|CXorf21|PFKFB4|TYK2|GPR132|PIK3CD|TRIM25|RINL|PTK2B|PSD4|TLR1|CORO1A|SYK|RPS6KA1|RGS19|APBB1IP|PTPN6|TNFRSF8|NCF1|PLCG2|ST3GAL2|SRPK1|ARHGAP30|PREX1|DOCK2|INPP5D|VAV1|NCKAP1L|NRM|APOBEC3G|DOK3|LCP1|TRIM21|SASH3|ELF4|CCDC88B|SHKBP1|ADAR|XPO6|PLAC8|CYTH1|ANKRD44|MSL3|STK10|TLR6|PLXNC1|HCLS1|PIK3R5|DEF6|RAC2|SNX20|WAS|FCHO1|SMAP2|LSP1|BATF|SPN|LITAF|MYO9B|BID|PAK1|IL16|MOB3A|CSK|MICB|TRIM38|MYO1G|MX2|BCL2A1|PTPN7|CD86|ACAP1|LIMD2|SAMSN1	UCEC
CUSTOM	Blood Vessel GTEX	0.00125966	0.013100466	0.455059867	0.591399539	1.978506801	26	ARHGEF17|EFEMP1|ANTXR1|IGFBP7|BGN|MCAM|CCDC3|MYH10|PLS3|HEY2|MRVI1|MFGE8	UCEC
CUSTOM	Brain GTEX	0.279661017	0.476799111	0.117249717	0.267455904	1.096599265	62	CORO2B|FAM107A|TRIM2|SEPT8|KBTBD11|BAALC|ARNT2|OLIG1|CACNA1A|ATP1B2|APC2	UCEC
CUSTOM	CB_CD34+lin-_2x10e6c/via_(hematopoietische_stamcellen) RNAat	0.496919918	0.654173056	0.080858915	-0.776282663	-1.014098824	1	HEMGN	UCEC
CUSTOM	CCSK TCGA	0.051625239	0.167369589	0.276500599	-0.359715223	-1.465406031	70	MTRNR2L1|CHST8|HIST1H1T|BMP6|NLGN1|DOK6|HIST1H2BJ|HIST1H4H|ZPBP|HIST2H2BE|CCDC7|HIST1H2BC|STXBP4|HOOK3|HIST1H2BN|DGKH|HIST1H2BD|MTRNR2L12|ZNF124|HOMER1|EVI5|ZNF730|ERCC6L2|HIST1H2AG|ADAMTS17	UCEC
CUSTOM	CD19+_1x10e6c/vial_(B_cellen_uit_PBL) RNAat	0.696312364	0.778671891	0.066436414	0.570671992	0.873377733	2	FCRL5|COL19A1	UCEC
CUSTOM	CD56+_1.6x10e6c/vial_(NK_cellen_uit_PBL) RNAat	0.045607178	0.158104885	0.321775918	0.862203699	1.492486168	3	SH2D1B|KLRF1|C9orf172	UCEC
CUSTOM	DLBC TCGA	3.81E-05	0.000660711	0.557332239	0.523512569	2.078170638	53	P2RX5|WDFY4|TLR10|ARHGAP25|SLC25A19|CORO1A|TFEB|BLK|PTPN6|NCF1|CD72|ARHGAP30|CXCR5|IRF8|VAV1|IKZF3|CD79B|SASH3|CCDC88B|HCLS1|CYB561A3|RAC2|WAS|BATF|SP140|IL16|CSK|CD40|BCL2A1|LIMD2|MAP4K1|FCRL3	UCEC
CUSTOM	ESCA TCGA	0.495145631	0.654173056	0.078089231	0.745377203	0.999728389	1	ZBTB7A	UCEC
CUSTOM	GBM TCGA	0.034867787	0.134305551	0.321775918	0.81854394	1.574897594	4	PSRC1|BAALC|CNN3	UCEC
CUSTOM	HNSC TCGA	0.98973306	0.98973306	0.047353425	-0.512110426	-0.668996752	1	KRT5	UCEC
CUSTOM	Heart GTEX	0.273469388	0.476799111	0.116234149	0.357511708	1.151300354	22	NEBL|NES|CRIP2|MYOM2|SLC41A1|UQCC2|SLC25A4|CDK18	UCEC
CUSTOM	Human_Bronchial_Epithelial_Cell_tRNA RNAat	0.00406311	0.030352371	0.407017919	0.997916486	1.338443726	1	CEACAM6	UCEC
CUSTOM	Human_Thyroid_Fibroblasts RNAat	0.023385237	0.114386333	0.352487858	0.986283532	1.322841163	1	TPO	UCEC
CUSTOM	JY_2x10e6c/vial_(B_cellijn) RNAat	0.099029126	0.219128279	0.197822021	0.937841827	1.257869297	1	TLR10	UCEC
CUSTOM	KICH TCGA	0.491089109	0.654173056	0.079556468	-0.495105098	-0.992841467	5	PVALB	UCEC
CUSTOM	Kidney GTEX	0.225352113	0.411168767	0.128788713	0.59328495	1.230740777	5	AGRN|PTH2R	UCEC
CUSTOM	LGG TCGA	0.059198711	0.169071327	0.321775918	0.340707801	1.381129859	58	SPARCL1|FAM107A|GPRC5B|SEPT8|ZBTB47|ARNT2|OLIG1|NDRG2|RASSF2|ZCCHC24|ATP1B2|NACC2|CNP|PPP2R2B|FRMPD3|DTNA|FEZ1	UCEC
CUSTOM	LIHC TCGA	0.094142259	0.212843369	0.211400189	0.507293983	1.39659081	13	ARG1|APOC1|TFR2|GLYCTK|APOC3	UCEC
CUSTOM	Liver GTEX	0.736514523	0.794030108	0.061570676	0.230665863	0.845410372	38	APOC1|KMO|ABCB4|TFR2|CYP4F3|ASL|SEPHS2|OAF|TTC38|APOC3|GGCX|TMEM176B|NAGS|SLC17A9|GCH1	UCEC
CUSTOM	Lung GTEX	0.000119299	0.001550883	0.538434096	0.776260626	2.137061535	13	A2M|EPAS1|ACVRL1|INMT|RBMS2|CALCRL	UCEC
CUSTOM	Monocytes RNAat	0.290672451	0.479840237	0.116234149	0.750758223	1.148988428	2	S100A12|LGALS2	UCEC
CUSTOM	Muscle GTEX	0.63364486	0.724165554	0.063784539	-0.207449223	-0.898784461	117	MYO18B|BEST3|JSRP1|DNAJB6|ADSL|KPNA3|ASB8|XIRP2|UBE2G1|CUL5|MNAT1|UBE3A|TNNC2|TNNT1|TMEM11|DCAF6|CYB5R1|CLIP1|CACNB1|SLC8A3|GRSF1|FAF1|UBR3|KIAA0368|NAA50|RTN2	UCEC
CUSTOM	NB TCGA	0.822916667	0.847755455	0.056529953	0.191779265	0.822919399	81	ZNF793|RBFOX2|DOC2B|NOVA2|ARVCF|TBKBP1|DCHS1|ZKSCAN2|YPEL1|CDK5R1|SBF2|MTMR4|SAMD14|ZNF821|UNK|CBX8|ATAT1|ZFP90|DBF4B|FBXO41|TRIM3|RAP1GAP2|SGSM1	UCEC
CUSTOM	Nerve GTEX	0.081673307	0.202238664	0.222056046	0.397045935	1.380522574	29	ITGB4|PRX|PLEKHA4|EPB41L2|GAS2L3|STARD13|CNP|AATK|SLC2A1|FGFBP2|ST6GALNAC2|FMNL3	UCEC
CUSTOM	Ovary GTEX	0.495107632	0.654173056	0.078502905	-0.392585476	-0.953115392	9	GSTM5|ACSM3|SYTL4	UCEC
CUSTOM	PCPG TCGA	0.362763916	0.546774597	0.094664622	-0.358987574	-1.066589425	17	DLK1|PCSK1N|PTPRN|SLC18A2|GNAS	UCEC
CUSTOM	PRAD TCGA	0.308447937	0.482248949	0.105920293	-0.37542004	-1.13186278	19	CPNE4|ABCC4|ARHGAP6|SLC45A3|RDH11|VIPR1|DHRS7	UCEC
CUSTOM	Pancreas GTEX	0.534749035	0.674071557	0.073805272	-0.225402044	-0.941176724	92	LGR4|BACE1|SLC33A1|NAA16|SEC63|ICA1|SUCO|C1orf27|CATSPERB|ERO1B|KIAA1549|TC2N|HOMER2|TPST2|FAIM|NOMO1|XPNPEP1|SH3YL1|SLC38A10|DAP|CEL|SEL1L|PSMD6|TTC17|TMEM39A	UCEC
CUSTOM	Pituitary GTEX	0.276803119	0.476799111	0.112378519	-0.35387343	-1.13329615	24	CHST8|PCSK1N|SLC22A17|PTPRN	UCEC
CUSTOM	READ TCGA	0.027266186	0.115802754	0.352487858	-0.880652534	-1.525864475	3	TRABD2A|GPA33	UCEC
CUSTOM	Salivary Gland GTEX	0.029195166	0.116780664	0.352487858	0.983592326	1.319231615	1	SLPI	UCEC
CUSTOM	Skin GTEX	0.107208872	0.23228589	0.184706471	-0.850305682	-1.307535915	2	TMEM45A	UCEC
CUSTOM	Spleen GTEX	1.38E-05	0.000286346	0.593325476	0.48809695	2.086922726	79	VCAM1|CCM2L|SEMA3D|P2RX5|CD5L|PITPNM3|NOS3|STAB2|DNASE1L3|EXOC3L1|TLR10|CR2|PAX5|CD180|SNX8|FCER2|HYAL2|FAM129C|CD1C|FES|BLK|CD72|LILRA4|MAFB|KLRF1|ZKSCAN4|ITGAD|IRF8|NLRC3	UCEC
CUSTOM	TGCT TCGA	0.286334056	0.479840237	0.117249717	0.75267549	1.151922685	2	SPSB2|PHC1	UCEC
CUSTOM	THCA TCGA	0.134042553	0.273341677	0.176694269	0.694229852	1.335714393	4	TPO|ATP13A4|TG	UCEC
CUSTOM	Testis GTEX	0.467557252	0.649078014	0.080202344	-0.357652911	-0.987467685	13	MORC1|ZPBP|PHF7|NUP210L|TAF7L|HSF5|TEX14|RAD9B	UCEC
CUSTOM	Thyroid GTEX	0.767151767	0.814120243	0.059731798	0.263190557	0.792201673	17	TPO|SLC25A29|FRMPD3|HIRA|SNX22|MPPED2|MROH1|ATP13A4|TG	UCEC
CUSTOM	UVM TCGA	0.663265306	0.749778172	0.065831196	0.27329062	0.880081913	22	EFHD1|TBC1D16|AP5B1|KCNAB2|TPCN2|ST6GALNAC2	UCEC
CUSTOM	Uterus GTEX	0.597535934	0.702962963	0.071305299	-0.72115635	-0.942084425	1	SLC37A3	UCEC
CUSTOM	WT TCGA	0.068607069	0.178378378	0.248911114	0.679259722	1.470802451	6	KLHL14|NR2F2|MEOX1|ZNF516	UCEC
CUSTOM	YTS_3x10e6c/vial_(NK_cellijn) RNAat	0.553398058	0.678482114	0.072357085	0.719072836	0.964447967	1	GZMB	UCEC
CUSTOM	adipose tissue HPA_RA	0.520607375	0.668434161	0.081302735	0.658610095	1.007961491	2	LIPE	UCEC
CUSTOM	adrenal gland HPA_RA	0.006806252	0.041638246	0.407017919	-0.996440663	-1.301702784	1	NOV	UCEC
CUSTOM	b cell TabSap	0.110629067	0.234804551	0.197822021	0.853677134	1.306499374	2	FCER2|CD19	UCEC
CUSTOM	breast HPA_RA	0.005031588	0.034885679	0.407017919	-0.965098107	-1.484055044	2	OXTR|UGT2B28	UCEC
CUSTOM	cardiac muscle cell TabSap	0.468085106	0.649078014	0.086034724	0.532915903	1.025342601	4	FBN2|ENO3	UCEC
CUSTOM	cerebral cortex HPA_RA	0.44057377	0.636384335	0.087309826	0.286131543	1.01732849	33	FEZF2|BAALC|GABBR2|SLIT1|NETO1|OLIG1|APC2	UCEC
CUSTOM	ciliated cell/lung ciliated cell TabSap	0.607802875	0.702962963	0.070450085	-0.717857453	-0.937774902	1	DNAH2	UCEC
CUSTOM	club cell/type i pneumocyte TabSap	0.739219713	0.794030108	0.060903935	-0.651966317	-0.851697849	1	AGER	UCEC
CUSTOM	endothelial cell TabSap	0.001486448	0.014053694	0.455059867	0.961361466	1.664129592	3	CLEC14A|FAM110D|NOS3	UCEC
CUSTOM	erythrocyte/erythroid progenitor TabSap	0.027837201	0.115802754	0.352487858	-0.879768522	-1.524332789	3	ALAS2|HBB	UCEC
CUSTOM	esophagus HPA_RA	0.310679612	0.482248949	0.104732822	0.85033423	1.140500765	1	TGM3	UCEC
CUSTOM	fallopian tube HPA_RA	0.073937153	0.187547901	0.224966094	-0.884094461	-1.359493749	2	PRR29|IMPG2	UCEC
CUSTOM	heart muscle HPA_RA	0.053435115	0.167369589	0.271288555	-0.826864635	-1.432668758	3	RD3L|NPPA|MYL4	UCEC
CUSTOM	hematopoietic stem cell TabSap	6.43E-10	3.35E-08	0.801215575	0.990272711	2.144239505	6	DEFA3|ELANE|MPO|DEFA4|PRTN3|AZU1	UCEC
CUSTOM	hepatocyte TabSap	0.51626898	0.668434161	0.081751558	0.6610201	1.011649853	2	APOC3|ORM1	UCEC
CUSTOM	iDCs_D6 RNAat	0.434607646	0.636384335	0.087051587	0.499579205	1.036352767	5	CD1A|CD1C	UCEC
CUSTOM	intestinal tuft cell TabSap	0.537960954	0.674071557	0.079556468	0.648272984	0.99214119	2	BMX	UCEC
CUSTOM	keratinocyte TabSap	0.259574468	0.465443874	0.12267919	0.632018021	1.216017383	4	SPINK5|TGM3|CSTA	UCEC
CUSTOM	liver HPA_RA	0.902152642	0.910911405	0.049391011	-0.268582686	-0.652062563	9	LIPC|SERPINA1|C5|ASGR1|ASGR2|ALB	UCEC
CUSTOM	luminal cell of prostate epithelium TabSap	0.203883495	0.378640777	0.133554955	0.886708916	1.189287883	1	NEFH	UCEC
CUSTOM	lung HPA_RA	0.739219713	0.794030108	0.060903935	-0.651966317	-0.851697849	1	AGER	UCEC
CUSTOM	mDCs_D7_LPS RNAat	0.782442748	0.821960059	0.05479395	-0.440164887	-0.762652622	3	CCL5|RSAD2	UCEC
CUSTOM	macrophage TabSap	0.093275488	0.212843369	0.216542837	0.864946913	1.323747065	2	FPR3|CLEC10A	UCEC
CUSTOM	melanocyte TabSap	0.823300971	0.847755455	0.053238649	0.589634517	0.790840347	1	MFSD12	UCEC
CUSTOM	neutrophil TabSap	0.463035019	0.649078014	0.081751558	-0.341700905	-0.970743271	15	FCAR|CSF3R|MMP25|ADGRG3|PYGL|VNN2	UCEC
CUSTOM	nk cell TabSap	0.087378641	0.211334387	0.211400189	0.944613248	1.266951386	1	SH2D1B	UCEC
CUSTOM	pancreas HPA_RA	0.876155268	0.893334783	0.048118399	-0.42886613	-0.659477974	2	CEL	UCEC
CUSTOM	pancreatic acinar cell TabSap	0.025999703	0.115802754	0.352487858	0.984894522	1.320978171	1	KLK1	UCEC
CUSTOM	placenta HPA_RA	0.194154489	0.367128487	0.142901149	0.525637482	1.266139203	8	HBG2|IGF2|HBG1	UCEC
CUSTOM	platelet TabSap	0.00385486	0.030352371	0.431707696	-0.666848431	-1.894459799	15	PF4V1|ACRBP|CLEC1B|PTCRA|LGALS12|SMOX|TUBB1|GP9|GP6|RUFY1|MPIG6B|PPBP|NRGN|PF4	UCEC
CUSTOM	prostate HPA_RA	0.554528651	0.678482114	0.069779252	-0.641815416	-0.986935316	2	SLC45A3	UCEC
CUSTOM	pulmonary ionocyte TabSap	0.297087379	0.482248949	0.107554375	0.854588072	1.14620618	1	STAP1	UCEC
CUSTOM	skeletal muscle HPA_RA	0.586558045	0.701172835	0.071827629	0.34732194	0.900085102	10	TNNT3|NEB|FHL3|ENO3	UCEC
CUSTOM	spleen HPA_RA	0.050485437	0.167369589	0.28201335	0.969268166	1.300019504	1	CD5L	UCEC
CUSTOM	stromal cell TabSap	0.740585774	0.794030108	0.061705405	0.463783663	0.802815741	3	AKR1C1|MMP1	UCEC
CUSTOM	testis HPA_RA	0.060150376	0.169071327	0.252961123	-0.763943334	-1.468729808	4	ZPBP|PHF7|ODF3	UCEC
CUSTOM	thymocyte TabSap	0.024197109	0.114386333	0.352487858	-0.916222269	-1.408897469	2	ANKRD55	UCEC
CUSTOM	thyroid gland HPA_RA	0.143167028	0.280333263	0.172324345	0.831749983	1.272941243	2	TPO|TG	UCEC