High-resolution genetic maps identify multiple Type 2 diabetes loci at regulatory hotspots in African Americans and Europeans
File(s)AJHG_T2D_Spiral_copy_2017.pdf (1.44 MB)
Accepted version
Author(s)
Lau, W
Andrew, T
Maniatis, N
Type
Journal Article
Abstract
Interpretation of results from genome-wide association studies for T2D is challenging. Only very few loci have been replicated in African ancestry populations and the identification of the implicated functional genes remain largely undefined. We used genetic maps that capture detailed linkage disequilibrium information in European and African Americans and applied these to large T2D case-control samples in order to estimate locations for putative functional variants in both populations. Replicated T2D locations were tested for evidence of being regulatory hotspots using adipose expression. We validated a sample of our co-location intervals using next generation sequencing and functional annotation, including enhancers, transcription, and chromatin modifications. We identified 111 additional disease-susceptibility locations, 93 of which are cosmopolitan and 18 of which are European specific. We show that many previously known signals are also risk loci in African Americans. The majority of the disease locations appear to confer risk of T2D via the regulation of expression levels for a large number (266) of cis-regulated genes, the majority of which are not the nearest genes to the disease loci. Sequencing three cosmopolitan locations provided candidate functional variants that precisely co-locate with cell-specific chromatin domains and pancreatic islet enhancers. These variants have large effect sizes and are common across populations. Results show that disease-associated loci in different populations, gene expression, and cell-specific regulatory annotation can be effectively integrated by localizing these effects on high-resolution genetic maps. The cis-regulated genes provide insights into the complex molecular pathways involved and can be used as targets for sequencing and functional molecular studies.
Date Issued
2017-05-04
Date Acceptance
2017-04-11
Citation
American Journal of Human Genetics, 2017, 100 (5), pp.803-816
ISSN
1537-6605
Publisher
Elsevier (Cell Press)
Start Page
803
End Page
816
Journal / Book Title
American Journal of Human Genetics
Volume
100
Issue
5
Copyright Statement
© 2017 American Society of Human Genetics. This manuscript is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/
Sponsor
Medical Research Council (MRC)
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000400560000009&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Grant Number
G0901017
Subjects
Science & Technology
Life Sciences & Biomedicine
Genetics & Heredity
NUTRITION EXAMINATION SURVEY
LINKAGE DISEQUILIBRIUM
HEARING IMPAIRMENT
NATIONAL-HEALTH
LD MAPS
SUSCEPTIBILITY
ASSOCIATION
ARCHITECTURE
IDENTIFICATION
TRANSPORTER
Publication Status
Published
Date Publish Online
2017-05-04