Large-scale uniform analysis of cancer whole genomes in multiple computing environments

…, N Miyoshi, KM Raine, R Royo, GB Saksena… - BioRxiv, 2017 - biorxiv.org
The International Cancer Genome Consortium (ICGC)’s Pan-Cancer Analysis of Whole
Genomes (PCAWG) project aimed to categorize somatic and germline variations in both coding …

[PDF][PDF] The immune landscape of cancer

…, MS Noble, G Saksena, D Voet, H Zhang, B Bernard… - Immunity, 2018 - cell.com
We performed an extensive immunogenomic analysis of more than 10,000 tumors comprising
33 diverse cancer types by utilizing data compiled by TCGA. Across cancer types, we …

[PDF][PDF] Oncogenic signaling pathways in the cancer genome atlas

…, MS Noble, G Saksena, D Voet, H Zhang, B Bernard… - Cell, 2018 - cell.com
Genetic alterations in signaling pathways that control cell-cycle progression, apoptosis, and
cell growth are common hallmarks of cancer, but the extent, mechanisms, and co-…

[PDF][PDF] Comprehensive characterization of cancer driver genes and mutations

…, MS Noble, G Saksena, D Voet, H Zhang, B Bernard… - Cell, 2018 - cell.com
Identifying molecular cancer drivers is critical for precision oncology. Multiple advanced
algorithms to identify drivers now exist, but systematic attempts to combine and optimize them on …

[PDF][PDF] Comprehensive and integrative genomic characterization of hepatocellular carcinoma

…, AD Cherniack, SE Schumacher, G Saksena… - Cell, 2017 - cell.com
Liver cancer has the second highest worldwide cancer mortality rate and has limited
therapeutic options. We analyzed 363 hepatocellular carcinoma (HCC) cases by whole-exome …

[PDF][PDF] Cell-of-origin patterns dominate the molecular classification of 10,000 tumors from 33 types of cancer

…, MS Noble, G Saksena, D Voet, H Zhang, B Bernard… - Cell, 2018 - cell.com
We conducted comprehensive integrative molecular analyses of the complete set of tumors
in The Cancer Genome Atlas (TCGA), consisting of approximately 10,000 specimens and …

[PDF][PDF] Comprehensive molecular portraits of invasive lobular breast cancer

…, O Olopade, JS Parker, CM Perou, T Pihl, G Saksena… - Cell, 2015 - cell.com
Invasive lobular carcinoma (ILC) is the second most prevalent histologic subtype of invasive
breast cancer. Here, we comprehensively profiled 817 breast tumors, including 127 ILC, …

[PDF][PDF] Integrated genomic characterization of pancreatic ductal adenocarcinoma

…, E Van Allen, A Kamburov, R Beroukhim, G Saksena… - Cancer cell, 2017 - cell.com
We performed integrated genomic, transcriptomic, and proteomic profiling of 150 pancreatic
ductal adenocarcinoma (PDAC) specimens, including samples with characteristic low …

[PDF][PDF] Machine learning identifies stemness features associated with oncogenic dedifferentiation

…, MS Noble, G Saksena, D Voet, H Zhang, B Bernard… - Cell, 2018 - cell.com
Cancer progression involves the gradual loss of a differentiated phenotype and acquisition
of progenitor and stem-cell-like features. Here, we provide novel stemness indices for …

[PDF][PDF] An integrated TCGA pan-cancer clinical data resource to drive high-quality survival outcome analytics

…, MS Noble, G Saksena, D Voet, H Zhang, B Bernard… - Cell, 2018 - cell.com
For a decade, The Cancer Genome Atlas (TCGA) program collected clinicopathologic
annotation data along with multi-platform molecular profiles of more than 11,000 human tumors …