Spatial Deconvolution of Cell Types and Cell States at Scale Utilizing TACIT
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Huynh, Khoa
(Researcher)
- Tyc, Katarzyna
- Matuck, Bruno
- Quinn, Easter
- Aditya, Pratapa
- Nikhil, Kumar
- Paola, Pérez
- Rachel, Kulchar
- Thomas, Pranzatelli
- Deiziane, Souza
- Theresa, Weaver
- Xufeng, Qu
- Luiz, Soares Junior
- Marisa, Dolhnokoff
- David, Kleiner
- Stephen, Hewitt
- Luiz, Silva
- Vanderson, Rocha
- Blake, Warner
- Kevin, Byrd
- Liu, Jinze
Description
Figure 2:
1) CRC_outcome.csv: Outcome annotation of TACIT, CELESTA, SCINA, and Louvain using CRC datasets
2) HI_outcome.csv: Outcome annotation of TACIT, CELESTA, SCINA, and Louvain using HI datasets
3) Signature_CRC_Celesta.csv: signature matrix use for CELESTA in CRC datasets
4) Signature_CRC_TACIT_SCINA_Louvain.csv: signature matrix use for TACIT, SCINA, and Louvain in CRC datasets
5) Signature_HI_Celesta.csv: signature matrix use for CELESTA in HI datasets
6) Signature_HI_TACIT_SCINA_Louvain.csv: signature matrix use for TACIT, SCINA, and Louvain in HI datasets
Figure 3:
1) cluster_proportions_scRNA.csv: Proportion of cell type in scRNA
2) Signature_Xenium_TACIT_Louvain: signature matrix use for Xenium-SjD datasets
3) result_TACIT_Xenium1_5_merge.csv: Outcome annotation of TACIT, Louvain, Seurat transfer, and Louvain using Xenium-SjD dataset
Figure 4:
1) Signature_PCF_Figure_4.csv: signature matrix use for PCF pair datasets
2) Signature_Xenium_TACIT_Louvain.csv: signature matrix use for Xenium pair datasets (same with Figure 3)
3) data_final_combine_PCF.csv: data expression and annotation in pair PCF-Xenium
4) data_final_combine_Xenium.csv: data expression and annotation in pair PCF-Xenium
Figure 5:
1) Signature_PCF_Figure_4.csv: signature matrix use for PCF pair datasets
2) Signature_Xenium_TACIT_Louvain.csv: signature matrix use for Xenium pair datasets (same with Figure 3)
3) data_final_combine_PCF.csv: data expression and annotation in pair PCF-Xenium
4) data_final_combine_Xenium.csv: data expression and annotation in pair PCF-Xenium
Figure 6:
1) PCF_Xenium_reg001.csv: pair Xenium-PCF with annotation
2) PCF_Xenium_reg002.csv: pair Xenium-PCF with annotation
3) PCF_Xenium_reg003.csv: pair Xenium-PCF with annotation
4) PCF_Xenium_reg004.csv: pair Xenium-PCF with annotation
5) PCF_Xenium_reg005.csv: pair Xenium-PCF with annotation
6) PCF_Xenium_reg006.csv: pair Xenium-PCF with annotation
7) Signature_PCF_figure6.csv: match signature in PCF
8) Signature_Xenium_figure6.csv: match signature in Xenium
9) Signature_PCF_Xenium_Figure6.csv: combine signature in PCF and Xenium
Acknowledgements:
This work was supported by generous start-up funds from the ADA Science & Research Institute (Volpe Research Scholar Award) and the Chan Zuckerberg Initiative/Foundation program Pediatric Networks for the Human Cell Atlas to KMB. The work also benefited from the VCU Wright Regional Center for Clinical & Translational Science (CCTS) Clinical and Translational Science Award (CTSA) UM1TR004360 to JL and NIH-NCI Cancer Center Support Grant P30 CA016059 to JL and KMT.
Additional details
Dates
- Copyrighted
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2024-05-30