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PMID: 22069379 Published · ppublish English Journal Article Meta-Analysis Research Support, Non-U.S. Gov't

Physical activity attenuates the influence of FTO variants on obesity risk: a meta-analysis of 218,166 adults and 19,268 children.

PLoS medicine ·Vol. 8 ·No. 11 ·2011-11-00 ·Pages e1001116

Kilpeläinen TO, Qi L, Brage S, Sharp SJ, Sonestedt E, Demerath E, Ahmad T, Mora S, Kaakinen M, Sandholt CH, Holzapfel C, Autenrieth CS, Hyppönen E, Cauchi S, He M, Kutalik Z, Kumari M, Stančáková A, Meidtner K, Balkau B, Tan JT, Mangino M, Timpson NJ, Song Y, Zillikens MC, Jablonski KA, Garcia ME, Johansson S, Bragg-Gresham JL, Wu Y, van Vliet-Ostaptchouk JV, Onland-Moret NC, Zimmermann E, Rivera NV, Tanaka T, Stringham HM, Silbernagel G, Kanoni S, Feitosa MF, Snitker S, Ruiz JR, Metter J, Larrad MT, Atalay M, Hakanen M, Amin N, Cavalcanti-Proença C, Grøntved A, Hallmans G, Jansson JO, Kuusisto J, Kähönen M, Lutsey PL, Nolan JJ, Palla L, Pedersen O, Pérusse L, Renström F, Scott RA, Shungin D, Sovio U, Tammelin TH, Rönnemaa T, Lakka TA, Uusitupa M, Rios MS, Ferrucci L, Bouchard C, Meirhaeghe A, Fu M, Walker M, Borecki IB, Dedoussis GV, Fritsche A, Ohlsson C, Boehnke M, Bandinelli S, van Duijn CM, Ebrahim S, Lawlor DA, Gudnason V, Harris TB, Sørensen TI, Mohlke KL, Hofman A, Uitterlinden AG, Tuomilehto J, Lehtimäki T, Raitakari O, Isomaa B, Njølstad PR, Florez JC, Liu S, Ness A, Spector TD, Tai ES, Froguel P, Boeing H, Laakso M, Marmot M, Bergmann S, Power C, Khaw KT, Chasman D, Ridker P, Hansen T, Monda KL, Illig T, Järvelin MR, Wareham NJ, Hu FB, Groop LC, Orho-Melander M, Ekelund U, Franks PW, Loos RJ

Abstract

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). 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. 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.

MeSH Terms
Adipose Tissue/metabolism Adolescent Adult Aged Alpha-Ketoglutarate-Dependent Dioxygenase FTO Child Female Genetic Predisposition to Disease Genotype Humans Male Motor Activity Obesity/genetics,metabolism,physiopathology Polymorphism, Single Nucleotide Proteins/genetics Risk Factors
Chemicals
Proteins Alpha-Ketoglutarate-Dependent Dioxygenase FTO FTO protein, human
Authors & Affiliations
116 authors, click to expand affiliations / ORCID
Kilpeläinen Tuomas O
Medical Research Council Epidemiology Unit, Institute of Metabolic Science, Cambridge, United Kingdom.
Qi Lu
Brage Soren
Sharp Stephen J
Sonestedt Emily
Demerath Ellen
Ahmad Tariq
Mora Samia
Kaakinen Marika
Sandholt Camilla Helene
Holzapfel Christina
Autenrieth Christine S
Hyppönen Elina
Cauchi Stéphane
He Meian
Kutalik Zoltan
Kumari Meena
Stančáková Alena
Meidtner Karina
Balkau Beverley
Tan Jonathan T
Mangino Massimo
Timpson Nicholas J
Song Yiqing
Zillikens M Carola
Jablonski Kathleen A
Garcia Melissa E
Johansson Stefan
Bragg-Gresham Jennifer L
Wu Ying
van Vliet-Ostaptchouk Jana V
Onland-Moret N Charlotte
Zimmermann Esther
Rivera Natalia V
Tanaka Toshiko
Stringham Heather M
Silbernagel Günther
Kanoni Stavroula
Feitosa Mary F
Snitker Soren
Ruiz Jonatan R
Metter Jeffery
Larrad Maria Teresa Martinez
Atalay Mustafa
Hakanen Maarit
Amin Najaf
Cavalcanti-Proença Christine
Grøntved Anders
Hallmans Göran
Jansson John-Olov
Kuusisto Johanna
Kähönen Mika
Lutsey Pamela L
Nolan John J
Palla Luigi
Pedersen Oluf
Pérusse Louis
Renström Frida
Scott Robert A
Shungin Dmitry
Sovio Ulla
Tammelin Tuija H
Rönnemaa Tapani
Lakka Timo A
Uusitupa Matti
Rios Manuel Serrano
Ferrucci Luigi
Bouchard Claude
Meirhaeghe Aline
Fu Mao
Walker Mark
Borecki Ingrid B
Dedoussis George V
Fritsche Andreas
Ohlsson Claes
Boehnke Michael
Bandinelli Stefania
van Duijn Cornelia M
Ebrahim Shah
Lawlor Debbie A
Gudnason Vilmundur
Harris Tamara B
Sørensen Thorkild I A
Mohlke Karen L
Hofman Albert
Uitterlinden André G
Tuomilehto Jaakko
Lehtimäki Terho
Raitakari Olli
Isomaa Bo
Njølstad Pål R
Florez Jose C
Liu Simin
Ness Andy
Spector Timothy D
Tai E Shyong
Froguel Philippe
Boeing Heiner
Laakso Markku
Marmot Michael
Bergmann Sven
Power Chris
Khaw Kay-Tee
Chasman Daniel
Ridker Paul
Hansen Torben
Monda Keri L
Illig Thomas
Järvelin Marjo-Riitta
Wareham Nicholas J
Hu Frank B
Groop Leif C
Orho-Melander Marju
Ekelund Ulf
Franks Paul W
Loos Ruth J F
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Article Info
Journal
PLoS medicine
Abbr.
PLoS Med
ISSN
1549-1676
Published
2011-11-00
Epub
2011-00-01
Pages
e1001116
Language
English
Region
United States
NLM ID
101231360
PMCID
PMC3206047
Subset
IM
Grants
Medical Research Council · G0100222 · United Kingdom
NIDDK NIH HHS · R01 DK072193 · United States
Medical Research Council · MC_U106179473 · United Kingdom
Medical Research Council · MC_U106179471 · United Kingdom
Medical Research Council · G0401527 · United Kingdom
Medical Research Council · G0701863 · United Kingdom
Medical Research Council · G0400546 · United Kingdom
Medical Research Council · MC_U106188470 · United Kingdom
NIDDK NIH HHS · R01 DK078150 · United States
Medical Research Council · G19/35 · United Kingdom
Medical Research Council · G0000934 · United Kingdom
Medical Research Council · G0601653 · United Kingdom
Wellcome Trust · 092731 · United Kingdom
NIDDK NIH HHS · P30 DK079637 · United States
NIDDK NIH HHS · R01 DK091718 · United States
Medical Research Council · G8802774 · United Kingdom
NIDDK NIH HHS · R01 DK072041 · United States
Medical Research Council · G1000143 · United Kingdom
Medical Research Council · G0902037 · United Kingdom
NIDDK NIH HHS · P30 DK072488 · United States
Department of Health · PHCS/C4/4/016 · United Kingdom
Cancer Research UK · 14136 · United Kingdom
Medical Research Council · G9815508 · United Kingdom
NIDDK NIH HHS · P30 DK017047 · United States
British Heart Foundation · RG/07/008/23674 · United Kingdom
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