Journal article Open Access

Gene and pathway mutation scores for 5,805 primary tumors from TCGA

Kuijjer, Marieke Lydia

Researcher(s)
Paulson, Joseph Nathaniel; Salzman, Peter; Ding, Wei; Quackenbush, John

This dataset contains gene and pathway mutation scores for 5,805 primary tumors from 23 different cancer types from The Cancer Genome Atlas (TCGA).

Gene mutation scores of 2,219 cancer-associated genes were calculated by normalizing the number of non-silent mutations in a gene (obtained from .maf files from TCGA) by the gene's length. We used SAMBAR (Subtyping Agglomerated Mutations By Annotation Relations) to calculate pathway mutation scores. In short, SAMBAR takes the sum of mutation scores of all genes belonging to a biological pathway and then corrects these scores for the pathway's gene set size and the number of times a gene is represented in the complete set of pathways. Please see our publication in the British Journal of Cancer for methodological details.

In the RData file "TCGA_SAMBAR.RData", we share the following objects:

- gene_scores: a 2219 by 5805 numeric matrix including gene (rows) mutation scores for each sample (columns).

- pathway_scores: a 1066 by 5805 numeric matrix including pathway (rows) mutation scores for each sample (columns).

The file "sample_tumor_annotation.RData" contains the object:

- sample_annotation: a 5805 by 2 character matrix including sample names (first column) and the tumor type the sample belongs to (TCGA Study Abbreviations).

This work was funded through a grant from the NVIDIA foundation (grant no. 2014-133322 (3953)). This work was additionally supported by a Postdoctoral Fellowship Program from the Charles A. King Trust Fund, Sara Elizabeth O'Brien Trust, Bank of America, N.A., co-Trustees.
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sample_tumor_annotation.RData
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TCGA_SAMBAR.RData
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  • Kuijjer, Marieke Lydia, et al. Br J Cancer. 2018 May;118(11):1492-1501
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