4.8 Article

Putative cis-regulatory drivers in colorectal cancer

Journal

NATURE
Volume 512, Issue 7512, Pages 87-90

Publisher

NATURE PORTFOLIO
DOI: 10.1038/nature13602

Keywords

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Funding

  1. European Commission SYSCOL FP7 [UE7-SYSCOL-258236]
  2. European Research Council [ERC 260927]
  3. Louis Jeantet Foundation
  4. Swiss National Science Foundation [130326, 130342]
  5. NIH-NIMH [MH090941]
  6. Danish National Advanced Technology Foundation
  7. John and Birthe Meyer Foundation
  8. Danish Council for Independent Research (Medical Sciences)
  9. Danish Council for Strategic Research
  10. Danish Cancer Society
  11. Cellex Foundation
  12. Botin Foundation
  13. Fundacion Olga Torres
  14. Health Department of the Catalan Government (Generalitat de Catalunya)
  15. Science Department of the Catalan Government (Generalitat de Catalunya)
  16. Cancer Research UK [C1298/A8362]
  17. Oxford Comprehensive Biomedical Research Centre
  18. [090532/Z/09/Z]
  19. ICREA Funding Source: Custom
  20. Cancer Research UK [15116] Funding Source: researchfish

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The cis-regulatory effects responsible for cancer development have not been as extensively studied as the perturbations of the protein coding genome in tumorigenesis(1,2). To better characterize colorectal cancer (CRC) development we conducted an RNA-sequencing experiment of 103 matched tumour and normal colon mucosa samples from Danish CRC patients, 90 of which were germline-genotyped. By investigating allele-specific expression (ASE) we show that the germline genotypes remain important determinants of allelic gene expression in tumours. Using the changes in ASE in matched pairs of samples we discover 71 genes with excess of somaticc is-regulatory effects in CRC, suggesting a cancer driver role. We correlate genotypes and gene expression to identify expression quantitative trait loci (eQTLs) and find 1,693 and 948 eQTLs in normal samples and tumours, respectively. We estimate that 36% of the tumour eQTLs are exclusive to CRC and show that this specificity is partially driven by increased expression of specific transcription factors and changes in methylation patterns. We show that tumour-specific eQTLs are more enriched for low CRC genome-wide association study (GWAS) P values than shared eQTLs, which suggests that some of the GWAS variants are tumour specific regulatory variants. Importantly, tumour-specific eQTL genes also accumulate more somatic mutations when compared to the shared eQTL genes, raising the possibility that they constitute germline-derived cancer regulatory drivers. Collectively the integration of genome and the transcriptome reveals a substantial number of putative somatic and germline cis-regulatory cancer changes that may have a role in tumorigenesis.

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