Learning to estimate sample-specific transcriptional networks for 7,000 tumors
Abstract Network estimation is essential for understanding the structure and function of biological systems, but current statistical approaches fail to…
Manolis Kellis
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…
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…