Physical Activity Attenuates the Influence of FTO Variants on Obesity Risk: A Meta-Analysis of 218,166 Adults and 19,268 Children

Tuomas O. Kilpeläinen(Medical Research Council), Lu Qi(Harvard University), Søren Brage(Medical Research Council), Stephen J. Sharp(Medical Research Council), Emily Sonestedt(Skåne University Hospital), Ellen W. Demerath(University of Minnesota), Tariq Ahmad(Duke Medical Center), Samia Mora(Harvard University), Marika Kaakinen(University of Oulu), Camilla H. Sandholt, Christina Holzapfel(Helmholtz Zentrum München), Christine S. Autenrieth(Helmholtz Zentrum München), Elina Hyppönen(Medical Research Council), Stéphane Cauchi(Centre National de la Recherche Scientifique), Meian He, Zoltán Kutalik(University of Lausanne), Meena Kumari(University College London), Alena Stančáková(Kuopio University Hospital), Karina Meidtner(German Institute of Human Nutrition), Beverley Balkau(Université Paris-Sud), Jonathan T. Tan(National University of Singapore), Massimo Mangino(King's College London), Nicholas J. Timpson(Medical Research Council), Yiqing Song(Harvard University), M. Carola Zillikens(Netherlands Consortium for Healthy Ageing), Kathleen A. Jablonski(George Washington University), Melissa E. Garcia(National Institutes of Health), Stefan Johansson(University of Bergen), Jennifer L. Bragg‐Gresham(University of Michigan–Ann Arbor), Ying Wu(University of North Carolina at Chapel Hill), Jana V. van Vliet‐Ostaptchouk(University of Groningen), N. Charlotte Onland‐Moret(University Medical Center Utrecht), Esther Zimmermann(University of Copenhagen), Natalia V. Rivera(Erasmus MC), Toshiko Tanaka(National Institutes of Health), Heather M. Stringham(Michigan United), Günther Silbernagel(University of Tübingen), Stavroula Kanoni(Harokopio University of Athens), Mary F. Feitosa(Washington University in St. Louis), Søren Snitker(University of Maryland, College Park), Jonatan R. Ruiz(Universidad de Granada), Jeffery Metter(National Institutes of Health), Maria Teresa Martínez Larrad(Centro de Investigación Biomédica en Red Diabetes y Enfermedades Metabólicas Asociadas), Mustafa Atalay(University of Eastern Finland), Maarit Hakanen(University of Turku), Najaf Amin(Erasmus University Rotterdam), Christine Cavalcanti-Proença(Centre National de la Recherche Scientifique), Anders Grøntved(University of Southern Denmark), Göran Hallmans(Umeå University), John-Olov Jansson(University of Gothenburg), Johanna Kuusisto(Kuopio University Hospital), Mika Kähönen(Tampere University), Pamela L. Lutsey(University of Minnesota), John J. Nolan(Steno Diabetes Center), Luigi Palla(Medical Research Council), Oluf Pedersen(University of Copenhagen), Louis Përusse(Université Laval), Frida Renström(Umeå University), Robert A. Scott(Medical Research Council), Dmitry Shungin(Lund University), Ulla Sovio(London School of Hygiene & Tropical Medicine), Tuija Tammelin(Finnish Institute of Occupational Health), Tapani Rönnemaa(University of Turku), Timo A. Lakka(University of Eastern Finland), Matti Uusitupa(Kuopio University Hospital), Manuel Serrano‐Ríos(Hospital Clínico San Carlos), Luigi Ferrucci(National Institutes of Health), Claude Bouchard(Pennington Biomedical Research Center), Aline Meirhaeghe(Université Lille Nord de France), Mao Fu(University of Maryland, Baltimore), Mark Walker(Newcastle University), Ingrid B. Borecki(Washington University in St. Louis), George Dedoussis(Harokopio University of Athens), Andreas Fritsche(University of Tübingen), Claes Ohlsson(University of Gothenburg), Michael Boehnke(University of Michigan–Ann Arbor), Stefania Bandinelli(Azienda Sanitaria di Firenze), Cornelia M. van Duijn(Erasmus MC), Shah Ebrahim(London School of Hygiene & Tropical Medicine), Debbie A. Lawlor(Medical Research Council), Vilmundur Guðnason(Icelandic Heart Association), Tamara B. Harris(Institute on Aging), Thorkild I. A. Sørensen(Copenhagen University Hospital), Karen L. Mohlke(University of North Carolina at Chapel Hill), Albert Hofman(Netherlands Consortium for Healthy Ageing), André G. Uitterlinden(Netherlands Consortium for Healthy Ageing), Jaakko Tuomilehto(University of Helsinki), Terho Lehtimäki(Tampere University), Olli T. Raitakari(University of Turku), Bo Isomaa(Folkhälsans Forskningscentrum), Pål R. Njølstad(University of Bergen), José C. Florez(Broad Institute), Simin Liu(University of California, Los Angeles), Andy Ness(University Of Bristol Dental Hospital), Timothy D. Spector(King's College London), E Shyong Tai(National University of Singapore), Philippe Froguel(Hammersmith Hospital), Heiner Boeing(German Institute of Human Nutrition), Markku Laakso(University of Eastern Finland), Michael Marmot(University College London), Sven Bergmann(University of Lausanne), Chris Power(University College London), Kay‐Tee Khaw(University of Cambridge), Daniel I. Chasman(Brigham and Women's Hospital), Paul M. Ridker(Harvard University), Torben Hansen(University of Copenhagen), Keri L. Monda(University of North Carolina at Chapel Hill), Thomas Illig(Helmholtz Zentrum München), Marjo‐Riitta Järvelin(Imperial College London), Nicholas J. Wareham(Medical Research Council), Frank B. Hu, Leif Groop(Skåne University Hospital), Marju Orho‐Melander(Lund University), Ulf Ekelund(Medical Research Council), Paul W. Franks(Umeå University), Ruth J. F. Loos(Medical Research Council)
PLoS Medicine
November 1, 2011
Cited by 561Open Access
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Abstract

BACKGROUND: The FTO gene harbors the strongest known susceptibility locus for obesity. While many individual studies have suggested that physical activity (PA) may attenuate the effect of FTO on obesity risk, other studies have not been able to confirm this interaction. To confirm or refute unambiguously whether PA attenuates the association of FTO with obesity risk, we meta-analyzed data from 45 studies of adults (n = 218,166) and nine studies of children and adolescents (n = 19,268). METHODS AND FINDINGS: All studies identified to have data on the FTO rs9939609 variant (or any proxy [r(2)>0.8]) and PA were invited to participate, regardless of ethnicity or age of the participants. PA was standardized by categorizing it into a dichotomous variable (physically inactive versus active) in each study. Overall, 25% of adults and 13% of children were categorized as inactive. Interaction analyses were performed within each study by including the FTO×PA interaction term in an additive model, adjusting for age and sex. Subsequently, random effects meta-analysis was used to pool the interaction terms. In adults, the minor (A-) allele of rs9939609 increased the odds of obesity by 1.23-fold/allele (95% CI 1.20-1.26), but PA attenuated this effect (p(interaction) = 0.001). More specifically, the minor allele of rs9939609 increased the odds of obesity less in the physically active group (odds ratio = 1.22/allele, 95% CI 1.19-1.25) than in the inactive group (odds ratio = 1.30/allele, 95% CI 1.24-1.36). No such interaction was found in children and adolescents. CONCLUSIONS: The association of the FTO risk allele with the odds of obesity is attenuated by 27% in physically active adults, highlighting the importance of PA in particular in those genetically predisposed to obesity.


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