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

被引:393
作者
Kilpelaeinen, Tuomas O. [1 ]
Qi, Lu [2 ,3 ]
Brage, Soren [1 ]
Sharp, Stephen J. [1 ]
Sonestedt, Emily [4 ]
Demerath, Ellen [5 ]
Ahmad, Tariq [6 ]
Mora, Samia
Kaakinen, Marika [7 ,8 ]
Sandholt, Camilla Helene [9 ]
Holzapfel, Christina [10 ,11 ]
Autenrieth, Christine S. [12 ]
Hyppoenen, Elina [13 ,14 ]
Cauchi, Stephane [15 ]
He, Meian
Kutalik, Zoltan [16 ]
Kumari, Meena [17 ]
Stancakova, Alena [18 ]
Meidtner, Karina [19 ]
Balkau, Beverley [20 ,21 ]
Tan, Jonathan T. [22 ]
Mangino, Massimo [23 ]
Timpson, Nicholas J. [24 ]
Song, Yiqing [25 ]
Zillikens, M. Carola [26 ,27 ]
Jablonski, Kathleen A. [28 ]
Garcia, Melissa E.
Johansson, Stefan [29 ,30 ]
Bragg-Gresham, Jennifer L. [31 ,32 ]
Wu, Ying [33 ]
van Vliet-Ostaptchouk, Jana V. [34 ,35 ]
Onland-Moret, N. Charlotte [36 ,37 ]
Zimmermann, Esther [38 ,39 ]
Rivera, Natalia V. [40 ]
Tanaka, Toshiko [41 ,42 ]
Stringham, Heather M. [31 ,32 ]
Silbernagel, Guenther [43 ]
Kanoni, Stavroula [44 ]
Feitosa, Mary F. [45 ]
Snitker, Soren [46 ]
Ruiz, Jonatan R. [47 ,48 ]
Metter, Jeffery [42 ]
Martinez Larrad, Maria Teresa [49 ]
Atalay, Mustafa [50 ]
Hakanen, Maarit [51 ]
Amin, Najaf [40 ]
Cavalcanti-Proenca, Christine [15 ]
Grontved, Anders [52 ]
Hallmans, Goran [53 ]
Jansson, John-Olov [54 ]
机构
[1] Inst Metab Sci, Med Res Council Epidemiol Unit, Cambridge, England
[2] Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[3] Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
[4] Lund Univ, Skane Univ Hosp, Dept Clin Sci, Lund Univ Diabet Ctr, Malmo, Sweden
[5] Univ Minnesota, Div Epidemiol & Community Hlth, Minneapolis, MN USA
[6] Duke Univ, Med Ctr, Dept Med, Div Cardiol, Durham, NC 27710 USA
[7] Univ Oulu, Inst Hlth Sci, Oulu, Finland
[8] Univ Oulu, Bioctr Oulu, Oulu, Finland
[9] Hagedorn Res Inst, Gentofte, Denmark
[10] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Unit Mol Epidemiol, Neuherberg, Germany
[11] Tech Univ Munich, Klinikum Rechts Isar, Univ Hosp, Else Kroener Fresenius Ctr Nutr Med, D-8000 Munich, Germany
[12] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Inst Epidemiol 2, Neuherberg, Germany
[13] UCL, Inst Child Hlth, Ctr Paediat Epidemiol & Biostat, London, England
[14] UCL, Inst Child Hlth, MRC, Ctr Epidemiol Child Hlth, London, England
[15] Inst Biol Lille, Dept Genom & Mol Physiol Metab Dis, CNRS UMR 8090, Lille, France
[16] Univ Lausanne, Dept Med Genet, Lausanne, Switzerland
[17] UCL, Dept Epidemiol, Genet Epidemiol Grp, London, England
[18] Univ Eastern Finland, Dept Med, Kuopio, Finland
[19] German Inst Human Nutr Potsdam Rehbrucke, Dept Epidemiol, Nuthetal, Germany
[20] INSERM, CESP Ctr Res Epidemiol & Populat Hlth, U1018, Villejuif, France
[21] Univ Paris 11, UMRS 1018, Villejuif, France
[22] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Epidemiol & Publ Hlth, Singapore 117595, Singapore
[23] Kings Coll London, London WC2R 2LS, England
[24] Univ Bristol, Sch Social & Community Med, Ctr Causal Anal Translat Epidemiol, MRC, Bristol, Avon, England
[25] Harvard Univ, Brigham & Womens Hosp, Sch Med, Div Prevent Med, Boston, MA 02115 USA
[26] Erasmus MC, Dept Internal Med, Rotterdam, Netherlands
[27] Netherlands Consortium Hlth Aging, Netherlands Genom Initiat, Leiden, Netherlands
[28] George Washington Univ, Ctr Biostat, Rockville, MD USA
[29] Haukeland Hosp, Ctr Med Genet & Mol Med, N-5021 Bergen, Norway
[30] Univ Bergen, Dept Clin Med, Bergen, Norway
[31] Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USA
[32] Univ Michigan, Ctr Stat Genet, Ann Arbor, MI 48109 USA
[33] Univ N Carolina, Dept Genet, Chapel Hill, NC USA
[34] Univ Med Ctr Groningen, Dept Pathol & Med Biol, Mol Genet Sect, NL-9713 AV Groningen, Netherlands
[35] Univ Groningen, Groningen, Netherlands
[36] Univ Med Ctr Utrecht, Dept Med Genet, Complex Genet Sect, Utrecht, Netherlands
[37] Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[38] Copenhagen Univ Hosp, Inst Prevent Med, Copenhagen, Denmark
[39] Univ Copenhagen, Fac Hlth Sci, Inst Biomed Sci, Copenhagen, Denmark
[40] Erasmus MC, Dept Epidemiol, Genet Epidemiol Unit, Rotterdam, Netherlands
[41] Medstar Res Inst, Baltimore, MD USA
[42] NIA, Longitudinal Study Sect, NIH, Baltimore, MD 21224 USA
[43] Univ Tubingen, Dept Internal Med, Div Endocrinol Diabetol Nephrol Vasc Dis & Clin C, D-7400 Tubingen, Germany
[44] Harokopio Univ Athens, Dept Nutr Dietet, Athens, Greece
[45] Washington Univ, Sch Med, Div Stat Genom, St Louis, MO USA
[46] Univ Maryland, Sch Med, Baltimore, MD 21201 USA
[47] Karolinska Inst, Novum, Dept Biosci & Nutr, Unit Prevent Nutr, Huddinge, Sweden
[48] Univ Granada, Sch Phys Act & Sport Sci, Dept Phys Educ & Sport, Granada, Spain
[49] Hosp Clin San Carlos, Ctr Invest Biomed Red Diabet & Enfermedades Metab, Madrid, Spain
[50] Univ Eastern Finland, Dept Physiol, Inst Biomed, Kuopio, Finland
关键词
BODY-MASS INDEX; ENVIRONMENT INTERACTION; RS9939609; POLYMORPHISM; WAIST CIRCUMFERENCE; GENETIC-VARIANTS; COMMON VARIANT; UNITED-STATES; WEIGHT-LOSS; LIFE-STYLE; FAT MASS;
D O I
10.1371/journal.pmed.1001116
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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 FTOxPA 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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