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Genome-Wide Association Study of the Modified Stumvoll Insulin Sensitivity Index Identifies BCL2 and FAM19A2 as Novel Insulin Sensitivity Loci

Lookup NU author(s): Professor Mark Walker

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Abstract

Genome-wide association studies (GWAS) have found few common variants that influence fasting measures of insulin sensitivity. We hypothesized that a GWAS of an integrated assessment of fasting and dynamic measures of insulin sensitivity would detect novel common variants. We performed a GWAS of the modified Stumvoll Insulin Sensitivity Index (ISI) within the Meta-Analyses of Glucose and Insulin-Related Traits Consortium. Discovery for genetic association was performed in 16,753 individuals, and replication was attempted for the 23 most significant novel loci in 13,354 independent individuals. Association with ISI was tested in models adjusted for age, sex, and BMI and in a model analyzing the combined influence of the genotype effect adjusted for BMI and the interaction effect between the genotype and BMI on ISI (model 3). In model 3, three variants reached genome-wide significance: rs13422522 (NYAP2; P = 8.87 x 10(-11)), rs12454712 (BCL2; P = 2.7 x 10(-8)), and rs10506418 (FAM19A2; P = 1.9 x 10(-8)). The association at NYAP2 was eliminated by conditioning on the known IRS1 insulin sensitivity locus; the BCL2 and FAM19A2 associations were independent of known cardiometabolic loci. In conclusion, we identified two novel loci and replicated known variants associated with insulin sensitivity. Further studies are needed to clarify the causal variant and function at the BCL2 and FAM19A2 loci.


Publication metadata

Author(s): Walford GA, Gustafsson S, Rybin D, Stancakova A, Chen H, Liu CT, Hong JY, Jensen RA, Rice K, Morris AP, Magi R, Tonjes A, Prokopenko I, Kleber ME, Delgado G, Silbernagel G, Jackson AU, Appel EV, Grarup N, Lewis JP, Montasser ME, Landenvall C, Staiger H, Luan J, Frayling TM, Weedon MN, Xie WJ, Morcillo S, Martinez-Larrad MT, Biggs ML, Chen YDI, Corbaton-Anchuelo A, Faerch K, Gomez-Zumaquero JM, Goodarzi MO, Kizer JR, Koistinen HA, Leong A, Lind L, Lindgren C, Machicao F, Manning AK, Martin-Nunez GM, Rojo-Martinez G, Rotter JI, Siscovick DS, Zmuda JM, Zhang ZY, Serrano-Rios M, Smith U, Soriguer F, Hansen T, Jorgensen TJ, Linnenberg A, Pedersen O, Walker M, Langenberg C, Scott RA, Wareham NJ, Fritsche A, Haring HU, Stefan N, Groop L, O'Connell JR, Boehnke M, Bergman RN, Collins FS, Mohlke KL, Tuomilehto J, Marz W, Kovacs P, Stumvoll M, Psaty BM, Kuusisto J, Laakso M, Meigs JB, Dupuis J, Ingelsson E, Florez JC

Publication type: Article

Publication status: Published

Journal: Diabetes

Year: 2016

Volume: 65

Issue: 10

Pages: 3200-3211

Print publication date: 01/10/2016

Online publication date: 22/09/2016

Acceptance date: 05/07/2016

ISSN (print): 0012-1797

ISSN (electronic): 1939-327X

Publisher: American Diabetes Association

URL: http://dx.doi.org/10.2337/db16-0199

DOI: 10.2337/db16-0199

PubMed id: 27416945


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Funding

Funder referenceFunder name
Ahokas Foundation
Augustinus Foundation
Becket Foundation
Boston Medical Center
Danish Centre for Health Technology Assessment
Danish Pharmaceutical Association
Danish Research Council
Diabetes UK
Eli Lilly Lab, Spain
Finnish Diabetes Research Foundation
Finnish Medical Society
Folkhalsan Research Foundation
German Diabetes Association
German Federal Ministry of Education and Research
German Federal Ministry of Education and Research as part of the Competence Cluster of Nutrition and Cardiovascular Health (nutriCARD)
Ib Henriksen Foundation
Knut and Alice Wallenberg Foundation
Ministry of Education in Finland
Municipal Health Care Center and Hospital in Jakobstad
National Institute of Neurological Disorders and Stroke
Novo Nordisk
Ollqvist Foundation
Paavo Nurmi Foundation
Research Foundation of Copenhagen County
Bayer Pharmaceutical Co., Spain
Boehringer Ingelheim Foundation
CIBER in Diabetes and Associated Metabolic Disorders (Instituto de Salud Carlos III, Ministerio de Ciencia e Innovacion)
Danish Heart Foundation
Diabetes Hilfs-und Forschungsfonds Deutschland (DHFD)
European Regional Development Fund (ERDF)
European Research Council (ERC Starting Grant)
Foundation for Life and Health in Finland
Fundacion Mutua Madrilena, Spain
Health Care Centers in Vasa, Narpes, and Korsholm
Helsinki University Central Hospital Research Foundation
Ministry of Internal Affairs and Health of Denmark
Narpes Health Care Foundation
Nordic Center of Excellence in Disease Genetics
Novo Nordisk Foundation Center for Basic Metabolic Research, an independent research center at the University of Copenhagen - the Novo Nordisk Foundation
Perklen Foundation
Robert Dawson Evans Endowment of the Department of Medicine at Boston University School of Medicine
Signe and Ane Gyllenberg Foundation
Sigrid Juselius Foundation
Swedish Cultural Foundation in Finland
the Danish Diabetes Association
Wissenschaftsoffensive
01EO1501Federal Ministry of Education and Research (BMBF), Germany, Federal Ministry of Education and Research (BMBF), Germany, FKZ
124243Academy of Finland
20120197Swedish Heart-Lung Foundation
2R01 DK078616National Institute of Diabetes and Digestive and Kidney Diseases
3057397th Framework Program of the European Union
2012-1397Swedish Research Council
2013-024Swedish Diabetes Foundation
2016687th Framework Program of the European Union
7-12-MN-02American Diabetes Association Research Foundation
77299Academy of Finland
A28INTERREG-IV-Oberrhein-Program
AD2-060EFederal Ministry of Education and Research (BMBF), Germany, Federal Ministry of Education and Research (BMBF), Germany, FKZ
C03/08Fondo Europeo para el Desarrollo Regional, Red de Centros RCMN
DK099249National Institutes of Health
FIS 03/1618Instituto de Salud Carlos III-RETIC, Madrid, Spain
G0701863Medical Research Council-GlaxoSmithKline pilot program grant
FEDER 2FD 1997/2309Fondo Europeo para el Desarrollo Regional, Red de Centros RCMN
GA FP6 2004-005272European Union
HHSN268200800007CNational Heart, Lung, and Blood Institute
HHSN268201200036CNational Heart, Lung, and Blood Institute
HHSN268201500001INational Heart, Lung, and Blood Institute
HL105756National Heart, Lung, and Blood Institute
HL120393National Heart, Lung, and Blood Institute
K23GM102678National Institutes of Health from National Institute of General Medical Sciences
K24 DK080140National Institute of Diabetes and Digestive and Kidney Diseases
MC_U106179471Medical Research Council
MC_UU_12015/1Medical Research Council
MOIR S2010/BMD-2423Madrid Autonomous Community
HL084756National Heart, Lung, and Blood Institute
HL084756National Institutes of Health from National Heart, Lung, and Blood Institute
N01HC55222National Heart, Lung, and Blood Institute
N02-HL-6-4278National Heart, Lung, and Blood Institute
PS09/02117Instituto de Salud Carlos III
N01-HC-25195National Heart, Lung, and Blood Institute
N01HC85079National Heart, Lung, and Blood Institute
N01HC85080National Heart, Lung, and Blood Institute
N01HC85081National Heart, Lung, and Blood Institute
N01HC85082National Heart, Lung, and Blood Institute
N01HC85083National Heart, Lung, and Blood Institute
N01HC85086National Heart, Lung, and Blood Institute
R01 DK078616National Institute of Diabetes and Digestive and Kidney Diseases
R01AG023629National Institute on Aging (NIA)
RD06/0015/0012Instituto de Salud Carlos III-RETIC, Madrid, Spain
SFB 1052German Research Council (DFG)
SPP 1629 TO 718/2-1German Research Council (DFG)
PI11/00880Instituto de Salud Carlos III
U01-DK085526National Institute of Diabetes and Digestive and Kidney Diseases
WT098017Nordic Center of Excellence in Disease Genetics
U01HL080295National Heart, Lung, and Blood Institute
ZIA-HG000024National Human Genome Research Institute

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