Genetic variant effects on gene expression in human pancreatic islets and their implications for T2D

Author:

Viñuela AnaORCID,Varshney ArushiORCID,van de Bunt Martijn,Prasad Rashmi B.ORCID,Asplund Olof,Bennett AmandaORCID,Boehnke MichaelORCID,Brown Andrew A.,Erdos Michael R.ORCID,Fadista João,Hansson OlaORCID,Hatem Gad,Howald Cédric,Iyengar Apoorva K.,Johnson Paul,Krus Ulrika,MacDonald Patrick E.,Mahajan AnubhaORCID,Manning Fox Jocelyn E.,Narisu NarisuORCID,Nylander Vibe,Orchard Peter,Oskolkov NikolayORCID,Panousis Nikolaos I.,Payne Anthony,Stitzel Michael L.ORCID,Vadlamudi Swarooparani,Welch RyanORCID,Collins Francis S.ORCID,Mohlke Karen L.ORCID,Gloyn Anna L.ORCID,Scott Laura J.ORCID,Dermitzakis Emmanouil T.ORCID,Groop LeifORCID,Parker Stephen C. J.,McCarthy Mark I.ORCID

Abstract

AbstractMost signals detected by genome-wide association studies map to non-coding sequence and their tissue-specific effects influence transcriptional regulation. However, key tissues and cell-types required for functional inference are absent from large-scale resources. Here we explore the relationship between genetic variants influencing predisposition to type 2 diabetes (T2D) and related glycemic traits, and human pancreatic islet transcription using data from 420 donors. We find: (a) 7741 cis-eQTLs in islets with a replication rate across 44 GTEx tissues between 40% and 73%; (b) marked overlap between islet cis-eQTL signals and active regulatory sequences in islets, with reduced eQTL effect size observed in the stretch enhancers most strongly implicated in GWAS signal location; (c) enrichment of islet cis-eQTL signals with T2D risk variants identified in genome-wide association studies; and (d) colocalization between 47 islet cis-eQTLs and variants influencing T2D or glycemic traits, including DGKB and TCF7L2. Our findings illustrate the advantages of performing functional and regulatory studies in disease relevant tissues.

Publisher

Springer Science and Business Media LLC

Subject

General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry

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