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

Authors :
Peter Orchard
Jocelyn E. Manning Fox
Anthony Payne
Karen L. Mohlke
Laura J. Scott
Nikolay Oskolkov
Anubha Mahajan
Andrew A. Brown
Apoorva K Iyengar
Paul Johnson
Ola Hansson
Patrick E. MacDonald
Michael L. Stitzel
Ulrika Krus
Ana Viñuela
Cédric Howald
Narisu Narisu
Gad Hatem
Anna L. Gloyn
Nikolaos I Panousis
Michael R. Erdos
Leif Groop
Vibe Nylander
Olof Asplund
João Fadista
Francis S. Collins
Emmanouil T. Dermitzakis
Amanda J. Bennett
Swarooparani Vadlamudi
Arushi Varshney
Rashmi B. Prasad
Stephen C. J. Parker
Mark I. McCarthy
Michael Boehnke
Martijn van de Bunt
Ryan P. Welch
Brown, Andrew Anand
Howald, Cédric
Panousis, Nikolaos
Dermitzakis, Emmanouil
Institute for Molecular Medicine Finland
University of Helsinki
Centre of Excellence in Complex Disease Genetics
HUS Abdominal Center
University Management
Source :
Nature Communications, Vol. 11, No 1 (2020) P. 4912, Nature Communications, Nature Communications, Vol 11, Iss 1, Pp 1-14 (2020)
Publication Year :
2020

Abstract

Most 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.<br />Mechanistic inference following GWAS is hampered by the lack of tissue-specific transcriptomic resources. Here the authors combine genetic variants predisposing to type 2 diabetes with human pancreatic islet RNA-seq data. They identify 7741 islet expression quantitative trait loci (eQTLs), providing a resource for functional interpretation of association signals mapping to non-coding sequence.

Subjects

Subjects :
0301 basic medicine
Blood Glucose
Male
endocrine system diseases
General Physics and Astronomy
Genome-wide association study
Cohort Studies
Mice
0302 clinical medicine
ddc:590
Transcriptional regulation
80 and over
ddc:576.5
RNA-Seq
lcsh:Science
Genetics
Regulation of gene expression
Aged, 80 and over
ARCHITECTURE
Multidisciplinary
geography.geographical_feature_category
Tumor
1184 Genetics, developmental biology, physiology
Type 2 diabetes
Single Nucleotide
Middle Aged
Islet
OPEN CHROMATIN
Transcription Factor 7-Like 2 Protein/genetics/metabolism
medicine.anatomical_structure
Enhancer Elements, Genetic
Regulatory sequence
Blood Glucose/genetics/metabolism
Female
Islets of Langerhans/metabolism
MESSENGER-RNA
Transcription Factor 7-Like 2 Protein
Sequence Analysis
Type 2/blood/genetics
Adult
BETA-CELL LINE
Diacylglycerol Kinase
endocrine system
Adolescent
Enhancer Elements
Science
Quantitative Trait Loci
Biology
INSULIN-SECRETION
Polymorphism, Single Nucleotide
General Biochemistry, Genetics and Molecular Biology
Article
Cell Line
03 medical and health sciences
Islets of Langerhans
Young Adult
Genetic
Cell Line, Tumor
medicine
GLYCEMIC TRAITS
Diabetes Mellitus
Animals
Humans
Genetic Predisposition to Disease
GENOME-WIDE ASSOCIATION
Polymorphism
SIGNATURES
Genetic association study
Aged
CAUSAL VARIANTS
geography
Pancreatic islets
Data acquisition
General Chemistry
Sequence Analysis, DNA
DNA
Gene regulation
030104 developmental biology
Diabetes Mellitus, Type 2
Gene Expression Regulation
Diacylglycerol Kinase/genetics/metabolism
Expression quantitative trait loci
lcsh:Q
TYPE-2 DIABETES RISK
3111 Biomedicine
TCF7L2
030217 neurology & neurosurgery
Genome-Wide Association Study

Details

Language :
English
ISSN :
20411723
Database :
OpenAIRE
Journal :
Nature Communications, Vol. 11, No 1 (2020) P. 4912, Nature Communications, Nature Communications, Vol 11, Iss 1, Pp 1-14 (2020)
Accession number :
edsair.doi.dedup.....c2a13e4756f7dc1e58a1b08e7a9f4874