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Genomic basis for RNA alterations in cancer

Claudia Calabrese, Natalie R. Davidson, Deniz Demircioğlu, Nuno A. Fonseca, Yao He, André Kahles, Kjong- Van Lehmann, Fenglin Liu, Yuichi Shiraishi, Cameron M. Soulette, Lara Urban, Liliana Greger, Siliang Li, Dongbing Liu, Marc D. Perry, Qian Xiang, Fan Zhang, Junjun Zhang, Peter Bailey, Serap Erkek, Katherine A. Hoadley, Yong Hou, Matthew R. Huska, Helena Kilpinen, Jan O. Korbel, Maximillian G. Marin, Julia Markowski, Tannistha Nandi, Qiang Pan-Hammarström, Chandra Sekhar Pedamallu, Reiner Siebert, Stefan G. Stark, Hong Su, Patrick Tan, Sebastian M. Waszak, Christina Yung, Shida Zhu, Philip Awadalla, Chad J. Creighton, Matthew Meyerson, B. F. Francis Ouellette, Kui Wu, Huanming Yang, Alvis Brazma (), Angela N. Brooks (), Jonathan Göke, Gunnar Rätsch (), Roland F. Schwarz, Oliver Stegle and Zemin Zhang
Additional contact information
Claudia Calabrese: European Bioinformatics Institute
Natalie R. Davidson: ETH Zurich
Deniz Demircioğlu: National University of Singapore
Nuno A. Fonseca: European Bioinformatics Institute
Yao He: Peking University
André Kahles: ETH Zurich
Kjong- Van Lehmann: ETH Zurich
Fenglin Liu: Peking University
Yuichi Shiraishi: The University of Tokyo
Cameron M. Soulette: University of California, Santa Cruz
Lara Urban: European Bioinformatics Institute
Liliana Greger: European Bioinformatics Institute
Siliang Li: BGI-Shenzhen
Dongbing Liu: BGI-Shenzhen
Marc D. Perry: Ontario Institute for Cancer Research, Toronto
Qian Xiang: Ontario Institute for Cancer Research, Toronto
Fan Zhang: Peking University
Junjun Zhang: Ontario Institute for Cancer Research, Toronto
Peter Bailey: University of Glasgow
Serap Erkek: Genome Biology Unit
Katherine A. Hoadley: The University of North Carolina at Chapel Hill
Yong Hou: BGI-Shenzhen
Matthew R. Huska: Max Delbruck Center for Molecular Medicine
Helena Kilpinen: University College London
Jan O. Korbel: Genome Biology Unit
Maximillian G. Marin: University of California, Santa Cruz
Julia Markowski: Max Delbruck Center for Molecular Medicine
Tannistha Nandi: Genome Institute of Singapore
Qiang Pan-Hammarström: BGI-Shenzhen
Chandra Sekhar Pedamallu: Broad Institute
Reiner Siebert: Ulm University and Ulm University Medical Center
Stefan G. Stark: ETH Zurich
Hong Su: BGI-Shenzhen
Patrick Tan: Genome Institute of Singapore
Sebastian M. Waszak: Genome Biology Unit
Christina Yung: Ontario Institute for Cancer Research, Toronto
Shida Zhu: BGI-Shenzhen
Philip Awadalla: Ontario Institute for Cancer Research, Toronto
Chad J. Creighton: Baylor College of Medicine
Matthew Meyerson: Broad Institute
B. F. Francis Ouellette: University of Toronto, Toronto
Kui Wu: BGI-Shenzhen
Huanming Yang: BGI-Shenzhen
Alvis Brazma: European Bioinformatics Institute
Angela N. Brooks: University of California, Santa Cruz
Jonathan Göke: Genome Institute of Singapore
Gunnar Rätsch: ETH Zurich
Roland F. Schwarz: European Bioinformatics Institute
Oliver Stegle: European Bioinformatics Institute
Zemin Zhang: Peking University

Nature, 2020, vol. 578, issue 7793, 129-136

Abstract: Abstract Transcript alterations often result from somatic changes in cancer genomes1. Various forms of RNA alterations have been described in cancer, including overexpression2, altered splicing3 and gene fusions4; however, it is difficult to attribute these to underlying genomic changes owing to heterogeneity among patients and tumour types, and the relatively small cohorts of patients for whom samples have been analysed by both transcriptome and whole-genome sequencing. Here we present, to our knowledge, the most comprehensive catalogue of cancer-associated gene alterations to date, obtained by characterizing tumour transcriptomes from 1,188 donors of the Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium of the International Cancer Genome Consortium (ICGC) and The Cancer Genome Atlas (TCGA)5. Using matched whole-genome sequencing data, we associated several categories of RNA alterations with germline and somatic DNA alterations, and identified probable genetic mechanisms. Somatic copy-number alterations were the major drivers of variations in total gene and allele-specific expression. We identified 649 associations of somatic single-nucleotide variants with gene expression in cis, of which 68.4% involved associations with flanking non-coding regions of the gene. We found 1,900 splicing alterations associated with somatic mutations, including the formation of exons within introns in proximity to Alu elements. In addition, 82% of gene fusions were associated with structural variants, including 75 of a new class, termed ‘bridged’ fusions, in which a third genomic location bridges two genes. We observed transcriptomic alteration signatures that differ between cancer types and have associations with variations in DNA mutational signatures. This compendium of RNA alterations in the genomic context provides a rich resource for identifying genes and mechanisms that are functionally implicated in cancer.

Date: 2020
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Citations: View citations in EconPapers (4)

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DOI: 10.1038/s41586-020-1970-0

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