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Recurrent noncoding regulatory mutations in pancreatic ductal adenocarcinoma.

Authors :
Feigin ME
Garvin T
Bailey P
Waddell N
Chang DK
Kelley DR
Shuai S
Gallinger S
McPherson JD
Grimmond SM
Khurana E
Stein LD
Biankin AV
Schatz MC
Tuveson DA
Source :
Nature genetics [Nat Genet] 2017 Jun; Vol. 49 (6), pp. 825-833. Date of Electronic Publication: 2017 May 08.
Publication Year :
2017

Abstract

The contributions of coding mutations to tumorigenesis are relatively well known; however, little is known about somatic alterations in noncoding DNA. Here we describe GECCO (Genomic Enrichment Computational Clustering Operation) to analyze somatic noncoding alterations in 308 pancreatic ductal adenocarcinomas (PDAs) and identify commonly mutated regulatory regions. We find recurrent noncoding mutations to be enriched in PDA pathways, including axon guidance and cell adhesion, and newly identified processes, including transcription and homeobox genes. We identified mutations in protein binding sites correlating with differential expression of proximal genes and experimentally validated effects of mutations on expression. We developed an expression modulation score that quantifies the strength of gene regulation imposed by each class of regulatory elements, and found the strongest elements were most frequently mutated, suggesting a selective advantage. Our detailed single-cancer analysis of noncoding alterations identifies regulatory mutations as candidates for diagnostic and prognostic markers, and suggests new mechanisms for tumor evolution.

Details

Language :
English
ISSN :
1546-1718
Volume :
49
Issue :
6
Database :
MEDLINE
Journal :
Nature genetics
Publication Type :
Academic Journal
Accession number :
28481342
Full Text :
https://doi.org/10.1038/ng.3861