Authors:
Calabrese, Claudia, Lehmann, Kjong-Van, Urban, Lara, Liu, Fenglin, Erkek, Serap, Fonseca, Nuno, Kahles, André, Kilpinen-Barrett, Leena Helena, Markowski, Julia, PCAWG-3, Waszak, Sebastian, Korbel, Jan, Zhang, Zemin, Brazma, Alvis, Raetsch, Gunnar, S (...)
Calabrese, Claudia, Lehmann, Kjong-Van, Urban, Lara, Liu, Fenglin, Erkek, Serap, Fonseca, Nuno, Kahles, André, Kilpinen-Barrett, Leena Helena, Markowski, Julia, PCAWG-3, Waszak, Sebastian, Korbel, Jan, Zhang, Zemin, Brazma, Alvis, Raetsch, Gunnar, Schwarz, Roland, Stegle, Oliver
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Abstract:
Cancer is characterised by somatic genetic variation, but the effect of the majority of non-coding somatic variants and the interface with the germline genome are still unknown. We analysed the whole genome and RNA-seq data from 1,188 human cancer patients as provided by the Pan-cancer Analysis of Whole Genomes (PCAWG) project to map cis expression quantitative trait loci of somatic and germline variation and to uncover the causes of allele-specific expression patterns in human cancers. The availability of the first large-scale dataset with bot (...)
Cancer is characterised by somatic genetic variation, but the effect of the majority of non-coding somatic variants and the interface with the germline genome are still unknown. We analysed the whole genome and RNA-seq data from 1,188 human cancer patients as provided by the Pan-cancer Analysis of Whole Genomes (PCAWG) project to map cis expression quantitative trait loci of somatic and germline variation and to uncover the causes of allele-specific expression patterns in human cancers. The availability of the first large-scale dataset with both whole genome and gene expression data enabled us to uncover the effects of the non-coding variation on cancer. In addition to confirming known regulatory effects, we identified novel associations between somatic variation and expression dysregulation, in particular in distal regulatory elements. Finally, we uncovered links between somatic mutational signatures and gene expression changes, including TERT and LMO2, and we explained the inherited risk factors in APOBEC-related mutational processes. This work represents the first large-scale assessment of the effects of both germline and somatic genetic variation on gene expression in cancer and creates a valuable resource cataloguing these effects.
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