Meta-analysis of genome-wide association studies in African Americans provides insights into the genetic architecture of type 2 diabetes.

Type 2 diabetes (T2D) is more prevalent in African Americans than in Europeans. However, little is known about the genetic risk in African Americans despite the recent identification of more than 70 T2D loci primarily by genome-wide association studies (GWAS) in individuals of European ancestry. In...

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Main Authors: Maggie C Y Ng, Daniel Shriner, Brian H Chen, Jiang Li, Wei-Min Chen, Xiuqing Guo, Jiankang Liu, Suzette J Bielinski, Lisa R Yanek, Michael A Nalls, Mary E Comeau, Laura J Rasmussen-Torvik, Richard A Jensen, Daniel S Evans, Yan V Sun, Ping An, Sanjay R Patel, Yingchang Lu, Jirong Long, Loren L Armstrong, Lynne Wagenknecht, Lingyao Yang, Beverly M Snively, Nicholette D Palmer, Poorva Mudgal, Carl D Langefeld, Keith L Keene, Barry I Freedman, Josyf C Mychaleckyj, Uma Nayak, Leslie J Raffel, Mark O Goodarzi, Y-D Ida Chen, Herman A Taylor, Adolfo Correa, Mario Sims, David Couper, James S Pankow, Eric Boerwinkle, Adebowale Adeyemo, Ayo Doumatey, Guanjie Chen, Rasika A Mathias, Dhananjay Vaidya, Andrew B Singleton, Alan B Zonderman, Robert P Igo, John R Sedor, FIND Consortium, Edmond K Kabagambe, David S Siscovick, Barbara McKnight, Kenneth Rice, Yongmei Liu, Wen-Chi Hsueh, Wei Zhao, Lawrence F Bielak, Aldi Kraja, Michael A Province, Erwin P Bottinger, Omri Gottesman, Qiuyin Cai, Wei Zheng, William J Blot, William L Lowe, Jennifer A Pacheco, Dana C Crawford, eMERGE Consortium, DIAGRAM Consortium, Elin Grundberg, MuTHER Consortium, Stephen S Rich, M Geoffrey Hayes, Xiao-Ou Shu, Ruth J F Loos, Ingrid B Borecki, Patricia A Peyser, Steven R Cummings, Bruce M Psaty, Myriam Fornage, Sudha K Iyengar, Michele K Evans, Diane M Becker, W H Linda Kao, James G Wilson, Jerome I Rotter, Michèle M Sale, Simin Liu, Charles N Rotimi, Donald W Bowden, MEta-analysis of type 2 DIabetes in African Americans Consortium
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Language:English
Published: Public Library of Science (PLoS) 2014-08-01
Series:PLoS Genetics
Online Access:https://doi.org/10.1371/journal.pgen.1004517
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author Maggie C Y Ng
Daniel Shriner
Brian H Chen
Jiang Li
Wei-Min Chen
Xiuqing Guo
Jiankang Liu
Suzette J Bielinski
Lisa R Yanek
Michael A Nalls
Mary E Comeau
Laura J Rasmussen-Torvik
Richard A Jensen
Daniel S Evans
Yan V Sun
Ping An
Sanjay R Patel
Yingchang Lu
Jirong Long
Loren L Armstrong
Lynne Wagenknecht
Lingyao Yang
Beverly M Snively
Nicholette D Palmer
Poorva Mudgal
Carl D Langefeld
Keith L Keene
Barry I Freedman
Josyf C Mychaleckyj
Uma Nayak
Leslie J Raffel
Mark O Goodarzi
Y-D Ida Chen
Herman A Taylor
Adolfo Correa
Mario Sims
David Couper
James S Pankow
Eric Boerwinkle
Adebowale Adeyemo
Ayo Doumatey
Guanjie Chen
Rasika A Mathias
Dhananjay Vaidya
Andrew B Singleton
Alan B Zonderman
Robert P Igo
John R Sedor
FIND Consortium
Edmond K Kabagambe
David S Siscovick
Barbara McKnight
Kenneth Rice
Yongmei Liu
Wen-Chi Hsueh
Wei Zhao
Lawrence F Bielak
Aldi Kraja
Michael A Province
Erwin P Bottinger
Omri Gottesman
Qiuyin Cai
Wei Zheng
William J Blot
William L Lowe
Jennifer A Pacheco
Dana C Crawford
eMERGE Consortium
DIAGRAM Consortium
Elin Grundberg
MuTHER Consortium
Stephen S Rich
M Geoffrey Hayes
Xiao-Ou Shu
Ruth J F Loos
Ingrid B Borecki
Patricia A Peyser
Steven R Cummings
Bruce M Psaty
Myriam Fornage
Sudha K Iyengar
Michele K Evans
Diane M Becker
W H Linda Kao
James G Wilson
Jerome I Rotter
Michèle M Sale
Simin Liu
Charles N Rotimi
Donald W Bowden
MEta-analysis of type 2 DIabetes in African Americans Consortium
author_facet Maggie C Y Ng
Daniel Shriner
Brian H Chen
Jiang Li
Wei-Min Chen
Xiuqing Guo
Jiankang Liu
Suzette J Bielinski
Lisa R Yanek
Michael A Nalls
Mary E Comeau
Laura J Rasmussen-Torvik
Richard A Jensen
Daniel S Evans
Yan V Sun
Ping An
Sanjay R Patel
Yingchang Lu
Jirong Long
Loren L Armstrong
Lynne Wagenknecht
Lingyao Yang
Beverly M Snively
Nicholette D Palmer
Poorva Mudgal
Carl D Langefeld
Keith L Keene
Barry I Freedman
Josyf C Mychaleckyj
Uma Nayak
Leslie J Raffel
Mark O Goodarzi
Y-D Ida Chen
Herman A Taylor
Adolfo Correa
Mario Sims
David Couper
James S Pankow
Eric Boerwinkle
Adebowale Adeyemo
Ayo Doumatey
Guanjie Chen
Rasika A Mathias
Dhananjay Vaidya
Andrew B Singleton
Alan B Zonderman
Robert P Igo
John R Sedor
FIND Consortium
Edmond K Kabagambe
David S Siscovick
Barbara McKnight
Kenneth Rice
Yongmei Liu
Wen-Chi Hsueh
Wei Zhao
Lawrence F Bielak
Aldi Kraja
Michael A Province
Erwin P Bottinger
Omri Gottesman
Qiuyin Cai
Wei Zheng
William J Blot
William L Lowe
Jennifer A Pacheco
Dana C Crawford
eMERGE Consortium
DIAGRAM Consortium
Elin Grundberg
MuTHER Consortium
Stephen S Rich
M Geoffrey Hayes
Xiao-Ou Shu
Ruth J F Loos
Ingrid B Borecki
Patricia A Peyser
Steven R Cummings
Bruce M Psaty
Myriam Fornage
Sudha K Iyengar
Michele K Evans
Diane M Becker
W H Linda Kao
James G Wilson
Jerome I Rotter
Michèle M Sale
Simin Liu
Charles N Rotimi
Donald W Bowden
MEta-analysis of type 2 DIabetes in African Americans Consortium
author_sort Maggie C Y Ng
collection DOAJ
description Type 2 diabetes (T2D) is more prevalent in African Americans than in Europeans. However, little is known about the genetic risk in African Americans despite the recent identification of more than 70 T2D loci primarily by genome-wide association studies (GWAS) in individuals of European ancestry. In order to investigate the genetic architecture of T2D in African Americans, the MEta-analysis of type 2 DIabetes in African Americans (MEDIA) Consortium examined 17 GWAS on T2D comprising 8,284 cases and 15,543 controls in African Americans in stage 1 analysis. Single nucleotide polymorphisms (SNPs) association analysis was conducted in each study under the additive model after adjustment for age, sex, study site, and principal components. Meta-analysis of approximately 2.6 million genotyped and imputed SNPs in all studies was conducted using an inverse variance-weighted fixed effect model. Replications were performed to follow up 21 loci in up to 6,061 cases and 5,483 controls in African Americans, and 8,130 cases and 38,987 controls of European ancestry. We identified three known loci (TCF7L2, HMGA2 and KCNQ1) and two novel loci (HLA-B and INS-IGF2) at genome-wide significance (4.15 × 10(-94)<P<5 × 10(-8), odds ratio (OR)  = 1.09 to 1.36). Fine-mapping revealed that 88 of 158 previously identified T2D or glucose homeostasis loci demonstrated nominal to highly significant association (2.2 × 10(-23) < locus-wide P<0.05). These novel and previously identified loci yielded a sibling relative risk of 1.19, explaining 17.5% of the phenotypic variance of T2D on the liability scale in African Americans. Overall, this study identified two novel susceptibility loci for T2D in African Americans. A substantial number of previously reported loci are transferable to African Americans after accounting for linkage disequilibrium, enabling fine mapping of causal variants in trans-ethnic meta-analysis studies.
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spelling doaj-art-56bb7be103094e20a1ebafe269f259c22025-08-20T02:22:45ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042014-08-01108e100451710.1371/journal.pgen.1004517Meta-analysis of genome-wide association studies in African Americans provides insights into the genetic architecture of type 2 diabetes.Maggie C Y NgDaniel ShrinerBrian H ChenJiang LiWei-Min ChenXiuqing GuoJiankang LiuSuzette J BielinskiLisa R YanekMichael A NallsMary E ComeauLaura J Rasmussen-TorvikRichard A JensenDaniel S EvansYan V SunPing AnSanjay R PatelYingchang LuJirong LongLoren L ArmstrongLynne WagenknechtLingyao YangBeverly M SnivelyNicholette D PalmerPoorva MudgalCarl D LangefeldKeith L KeeneBarry I FreedmanJosyf C MychaleckyjUma NayakLeslie J RaffelMark O GoodarziY-D Ida ChenHerman A TaylorAdolfo CorreaMario SimsDavid CouperJames S PankowEric BoerwinkleAdebowale AdeyemoAyo DoumateyGuanjie ChenRasika A MathiasDhananjay VaidyaAndrew B SingletonAlan B ZondermanRobert P IgoJohn R SedorFIND ConsortiumEdmond K KabagambeDavid S SiscovickBarbara McKnightKenneth RiceYongmei LiuWen-Chi HsuehWei ZhaoLawrence F BielakAldi KrajaMichael A ProvinceErwin P BottingerOmri GottesmanQiuyin CaiWei ZhengWilliam J BlotWilliam L LoweJennifer A PachecoDana C CrawfordeMERGE ConsortiumDIAGRAM ConsortiumElin GrundbergMuTHER ConsortiumStephen S RichM Geoffrey HayesXiao-Ou ShuRuth J F LoosIngrid B BoreckiPatricia A PeyserSteven R CummingsBruce M PsatyMyriam FornageSudha K IyengarMichele K EvansDiane M BeckerW H Linda KaoJames G WilsonJerome I RotterMichèle M SaleSimin LiuCharles N RotimiDonald W BowdenMEta-analysis of type 2 DIabetes in African Americans ConsortiumType 2 diabetes (T2D) is more prevalent in African Americans than in Europeans. However, little is known about the genetic risk in African Americans despite the recent identification of more than 70 T2D loci primarily by genome-wide association studies (GWAS) in individuals of European ancestry. In order to investigate the genetic architecture of T2D in African Americans, the MEta-analysis of type 2 DIabetes in African Americans (MEDIA) Consortium examined 17 GWAS on T2D comprising 8,284 cases and 15,543 controls in African Americans in stage 1 analysis. Single nucleotide polymorphisms (SNPs) association analysis was conducted in each study under the additive model after adjustment for age, sex, study site, and principal components. Meta-analysis of approximately 2.6 million genotyped and imputed SNPs in all studies was conducted using an inverse variance-weighted fixed effect model. Replications were performed to follow up 21 loci in up to 6,061 cases and 5,483 controls in African Americans, and 8,130 cases and 38,987 controls of European ancestry. We identified three known loci (TCF7L2, HMGA2 and KCNQ1) and two novel loci (HLA-B and INS-IGF2) at genome-wide significance (4.15 × 10(-94)<P<5 × 10(-8), odds ratio (OR)  = 1.09 to 1.36). Fine-mapping revealed that 88 of 158 previously identified T2D or glucose homeostasis loci demonstrated nominal to highly significant association (2.2 × 10(-23) < locus-wide P<0.05). These novel and previously identified loci yielded a sibling relative risk of 1.19, explaining 17.5% of the phenotypic variance of T2D on the liability scale in African Americans. Overall, this study identified two novel susceptibility loci for T2D in African Americans. A substantial number of previously reported loci are transferable to African Americans after accounting for linkage disequilibrium, enabling fine mapping of causal variants in trans-ethnic meta-analysis studies.https://doi.org/10.1371/journal.pgen.1004517
spellingShingle Maggie C Y Ng
Daniel Shriner
Brian H Chen
Jiang Li
Wei-Min Chen
Xiuqing Guo
Jiankang Liu
Suzette J Bielinski
Lisa R Yanek
Michael A Nalls
Mary E Comeau
Laura J Rasmussen-Torvik
Richard A Jensen
Daniel S Evans
Yan V Sun
Ping An
Sanjay R Patel
Yingchang Lu
Jirong Long
Loren L Armstrong
Lynne Wagenknecht
Lingyao Yang
Beverly M Snively
Nicholette D Palmer
Poorva Mudgal
Carl D Langefeld
Keith L Keene
Barry I Freedman
Josyf C Mychaleckyj
Uma Nayak
Leslie J Raffel
Mark O Goodarzi
Y-D Ida Chen
Herman A Taylor
Adolfo Correa
Mario Sims
David Couper
James S Pankow
Eric Boerwinkle
Adebowale Adeyemo
Ayo Doumatey
Guanjie Chen
Rasika A Mathias
Dhananjay Vaidya
Andrew B Singleton
Alan B Zonderman
Robert P Igo
John R Sedor
FIND Consortium
Edmond K Kabagambe
David S Siscovick
Barbara McKnight
Kenneth Rice
Yongmei Liu
Wen-Chi Hsueh
Wei Zhao
Lawrence F Bielak
Aldi Kraja
Michael A Province
Erwin P Bottinger
Omri Gottesman
Qiuyin Cai
Wei Zheng
William J Blot
William L Lowe
Jennifer A Pacheco
Dana C Crawford
eMERGE Consortium
DIAGRAM Consortium
Elin Grundberg
MuTHER Consortium
Stephen S Rich
M Geoffrey Hayes
Xiao-Ou Shu
Ruth J F Loos
Ingrid B Borecki
Patricia A Peyser
Steven R Cummings
Bruce M Psaty
Myriam Fornage
Sudha K Iyengar
Michele K Evans
Diane M Becker
W H Linda Kao
James G Wilson
Jerome I Rotter
Michèle M Sale
Simin Liu
Charles N Rotimi
Donald W Bowden
MEta-analysis of type 2 DIabetes in African Americans Consortium
Meta-analysis of genome-wide association studies in African Americans provides insights into the genetic architecture of type 2 diabetes.
PLoS Genetics
title Meta-analysis of genome-wide association studies in African Americans provides insights into the genetic architecture of type 2 diabetes.
title_full Meta-analysis of genome-wide association studies in African Americans provides insights into the genetic architecture of type 2 diabetes.
title_fullStr Meta-analysis of genome-wide association studies in African Americans provides insights into the genetic architecture of type 2 diabetes.
title_full_unstemmed Meta-analysis of genome-wide association studies in African Americans provides insights into the genetic architecture of type 2 diabetes.
title_short Meta-analysis of genome-wide association studies in African Americans provides insights into the genetic architecture of type 2 diabetes.
title_sort meta analysis of genome wide association studies in african americans provides insights into the genetic architecture of type 2 diabetes
url https://doi.org/10.1371/journal.pgen.1004517
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