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Genomic basis for RNA alterations in cancer.


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.

SUBMITTER: PCAWG Transcriptome Core Group 

PROVIDER: S-EPMC7054216 | biostudies-literature | 2020 Feb

REPOSITORIES: biostudies-literature

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Genomic basis for RNA alterations in cancer.

Calabrese Claudia C   Davidson Natalie R NR   Demircioğlu Deniz D   Fonseca Nuno A NA   He Yao Y   Kahles André A   Lehmann Kjong-Van KV   Liu Fenglin F   Shiraishi Yuichi Y   Soulette Cameron M CM   Urban Lara L   Greger Liliana L   Li Siliang S   Liu Dongbing D   Perry Marc D MD   Xiang Qian Q   Zhang Fan F   Zhang Junjun J   Bailey Peter P   Erkek Serap S   Hoadley Katherine A KA   Hou Yong Y   Huska Matthew R MR   Kilpinen Helena H   Korbel Jan O JO   Marin Maximillian G MG   Markowski Julia J   Nandi Tannistha T   Pan-Hammarström Qiang Q   Pedamallu Chandra Sekhar CS   Siebert Reiner R   Stark Stefan G SG   Su Hong H   Tan Patrick P   Waszak Sebastian M SM   Yung Christina C   Zhu Shida S   Awadalla Philip P   Creighton Chad J CJ   Meyerson Matthew M   Ouellette B F Francis BFF   Wu Kui K   Yang Huanming H   Brazma Alvis A   Brooks Angela N AN   Göke Jonathan J   Rätsch Gunnar G   Schwarz Roland F RF   Stegle Oliver O   Zhang Zemin Z  

Nature 20200205 7793


Transcript alterations often result from somatic changes in cancer genomes<sup>1</sup>. Various forms of RNA alterations have been described in cancer, including overexpression<sup>2</sup>, altered splicing<sup>3</sup> and gene fusions<sup>4</sup>; 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 s  ...[more]

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