Classification of non-TCGA cancer samples to TCGA molecular subtypes using compact feature sets
Abstract Molecular subtypes, such as defined by The Cancer Genome Atlas (TCGA), delineate a cancer’s underlying biology, bringing hope to…
Joshua M. Stuart
Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples
Abstract The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome…
Ancestry-specific predisposing germline variants in cancer
Abstract Background: Distinct prevalence of inherited genetic predisposition may partially explain the difference of cancer risks across ancestries. Ancestry-specific analyses…
Comprehensive molecular characterization of mitochondrial genomes in human cancers
Abstract Mitochondria are essential cellular organelles that play critical roles in cancer. Here, as part of the International Cancer Genome…
Divergent mutational processes distinguish hypoxic and normoxic tumours
Abstract Many primary tumours have low levels of molecular oxygen (hypoxia), and hypoxic tumours respond poorly to therapy. Pan-cancer molecular…
Pan-Cancer Analysis of lncRNA Regulation Supports Their Targeting of Cancer Genes in Each Tumor Context
Abstract Long noncoding RNAs (lncRNAs) are commonly dysregulated in tumors, but only a handful are known to play pathophysiological roles…
Cell-of-Origin Patterns Dominate the Molecular Classification of 10,000 Tumors from 33 Types of Cancer
Abstract We conducted comprehensive integrative molecular analyses of the complete set of tumors in The Cancer Genome Atlas (TCGA), consisting…