Department of Medicine, University of California, San Diego, La Jolla, CA, USA.
Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA.
Nat Genet. 2018 Apr;50(4):613-620. doi: 10.1038/s41588-018-0091-2. Epub 2018 Apr 2.
Although cancer genomes are replete with noncoding mutations, the effects of these mutations remain poorly characterized. Here we perform an integrative analysis of 930 tumor whole genomes and matched transcriptomes, identifying a network of 193 noncoding loci in which mutations disrupt target gene expression. These 'somatic eQTLs' (expression quantitative trait loci) are frequently mutated in specific cancer tissues, and the majority can be validated in an independent cohort of 3,382 tumors. Among these, we find that the effects of noncoding mutations on DAAM1, MTG2 and HYI transcription are recapitulated in multiple cancer cell lines and that increasing DAAM1 expression leads to invasive cell migration. Collectively, the noncoding loci converge on a set of core pathways, permitting a classification of tumors into pathway-based subtypes. The somatic eQTL network is disrupted in 88% of tumors, suggesting widespread impact of noncoding mutations in cancer.
尽管癌症基因组中充满了非编码突变,但这些突变的影响仍知之甚少。在这里,我们对 930 个肿瘤全基因组和匹配的转录组进行了综合分析,鉴定出了 193 个非编码基因座的网络,这些基因座中的突变会破坏靶基因的表达。这些“体细胞 eQTLs”(表达数量性状基因座)在特定的癌症组织中经常发生突变,并且其中的大多数可以在 3382 个肿瘤的独立队列中得到验证。在这些突变中,我们发现非编码突变对 DAAM1、MTG2 和 HYI 转录的影响在多种癌细胞系中得到了重现,并且增加 DAAM1 的表达会导致细胞侵袭性迁移。总的来说,非编码基因座集中在一组核心途径上,允许根据途径对肿瘤进行分类。在 88%的肿瘤中,体细胞 eQTL 网络被破坏,这表明非编码突变在癌症中广泛存在。