Physical activity attenuates the effect of the FTO genotype on obesity traits in European adults: the Food4Me study
Celis-Morales, C., Marsaux, C. F.M., Livingstone, K. M., Navas-Carretero, S. , San-Cristobal, R. , O’Donovan, C. B., Forster, H. , Woolhead, C., Fallaize, R., Macready, A. L. ORCID: https://orcid.org/0000-0003-0368-9336, Kolossa, S. , Hallmann, J. , Tsirigoti, L. , Lambrinou, C. P., Moschonis, G. , Godlewska, M. , Surwiłło, A. , Grimaldi, K. , Bouwman, J. , Manios, Y. et al, Traczyk, I. , Drevon, C. A., Parnell, L. D., Daniel, H. , Gibney, E. R., Brennan, L. , Walsh, M. C., Gibney, M. , Lovegrove, J. A. ORCID: https://orcid.org/0000-0001-7633-9455, Martinez, J. A. , Saris, W. H.M. and Mathers, J. C.
(2016)
Physical activity attenuates the effect of the FTO genotype on obesity traits in European adults: the Food4Me study.
Obesity, 24 (4).
pp. 962-969.
ISSN 1930-739X
Full text not archived in this repository. It is advisable to refer to the publisher's version if you intend to cite from this work. See Guidance on citing. To link to this item DOI: 10.1002/oby.21422 Abstract/SummaryObjective: To examine whether the effect of FTO loci on obesity-related traits could be modified by physical activity (PA) levels in European adults.
Methods: Of 1,607 Food4Me participants randomized, 1,280 were genotyped for FTO (rs9939609) and had available PA data. PA was measured objectively using accelerometers (TracmorD, Philips), whereas anthropometric measures [BMI and waist circumference (WC)] were self-reported via the Internet.
Results: FTO genotype was associated with a higher body weight [b: 1.09 kg per risk allele, (95% CI:0.14-2.04),
P=0.024], BMI [b: 0.54 kg m-2, (0.23-0.83), P<0.0001], and WC [b: 1.07 cm, (0.24-1.90),P=0.011]. Moderate-equivalent PA attenuated the effect of FTO on BMI (P[interaction]=0.020). Among inactive individuals, FTO increased BMI by 1.06 kg m-2 per allele (P=0.024), whereas the increase in BMI was substantially attenuated among active individuals (0.16 kg m-2, P=0.388). We observed similar effects for WC (P[interaction]=0.005): the FTO risk allele increased WC by 2.72 cm per allele among inactive individuals but by only 0.49 cm in active individuals.
Conclusions: PA attenuates the effect of FTO genotype on BMI and WC. This may have important public health implications because genetic susceptibility to obesity in the presence of FTO variants may be reduced by adopting a physically active lifestyle. Funders: |
European Commission
| The sponsoring bodies who contributed funding for the creation of this item. Example: NERC Example: The Royal Society of Chemistry A pick list of funders may appear as you type in the funder's name in full or as an acronym. Select a correct match to complete the field or type in a new entry in full. For new entries, the full name is preferred. |
---|
Projects: |
Food4Me
Funded by:
European Commission
(FP7-KBBE-2010-4 265494 - £321,916)
Local Lead (PI): Julie Lovegrove
1 April 2011 - 31 March 2015
| Click Add to select your project (received at Reading) from an autocomplete list. |
---|
Date Deposited: | 20 Dec 2016 09:21 | Date item deposited into CentAUR |
---|
Last Modified: | 16 Oct 2024 02:27 | Date item last modified |
---|
1. Hill JO. Understanding and addressing the epidemic of obesity: an energy balance perspective. Endocr Rev 2006;27:750-761.
2. Bouchard C. Gene-environment interactions in the etiology of obesity: defining the fundamentals. Obesity 2008;16:S5-S10.
3. van Vliet-Ostaptchouk JV, Nuotio M-L, Slagter SN, et al. The prevalence of metabolic syndrome and metabolically healthy obesity in Europe: a collaborative analysis of ten large cohort studies. BMC Endocr Disord 2014;14.
4. WHO. Obesity and Overweight: World Health Organization; 2013. Available at: http://www.who.int/mediacentre/factsheets/fs311/en/ [updated August 2014; cited
2014 December].
5. Maes HHM, Neale MC, Eaves LJ. Genetic and environmental factors in relative
body weight and human adiposity. Behav Genet 1997;27:325-351.
6. Huang T, Hu FB. Gene-environment interactions and obesity: recent developments
and future directions. BMC Med Genomics 2015;8:530-530.
7. Locke AE, Kahali B, Berndt SI, et al. Genetic studies of body mass index yield
new insights for obesity biology. Nature 2015;518:197-206.
8. Loos RJF, Bouchard C. FTO: the first gene contributing to common forms of
human obesity. Obes Rev 2008;9:246-250.
9. Loos RJF, Yeo GSH. The bigger picture of FTO-the first GWAS-identified obesity
gene. Nat Rev Endocrinol 2014;10:51-61.
10. Frayling TM, Timpson NJ, Weedon MN, et al. A common variant in the FTO gene
is associated with body mass index and predisposes to childhood and adult obesity.
Science 2007;316:889-894.
11. Li S, Zhao JH, Luan Ja Luben RN, et al. Cumulative effects and predictive value of
common obesity-susceptibility variants identified by genome-wide association
studies. Am J Clin Nutr 2010;91:184-190.
12. Yang J, Loos RJF, Powell JE, et al. FTO genotype is associated with phenotypic
variability of body mass index. Nature 2012;490:267-1.
13. Bouchard C, Tremblay A, Despres JP, et al. The response to long-term overfeeding
in identical-twins. N Engl J Med 1990;322:1477-1482.
14. Eichler EE, Flint J, Gibson G, et al. VIEWPOINT missing heritability and strategies for finding the underlying causes of complex disease. Nat Rev Genet 2010;11:446-450.
15. Manolio TA, Collins FS, Cox NJ, et al. Finding the missing heritability of complex
diseases. Nature 2009;461:747-753.
16. Parnell LD, Blokker BA, Dashti HS, et al. CardioGxE, a catalog of gene-
environment interactions for cardiometabolic traits. BioData Mining 2014;7.
17. Richardson AS, North KE, Graff M, et al. The interaction between physical activity
and obesity gene variants in association with BMI: does the obesogenic environment matter? FASEB J 2013;27.
18. Wong MY, Day NE, Luan JA, Chan KP, Wareham NJ. The detection of gene-environment interaction for continuous traits: should we deal with measurement error by bigger studies or better measurement? Int J Epidemiol 2003;32:51-57.
19. Kilpelaeinen TO, Qi L, Brage S, et al. Physical activity attenuates the influence of FTO variants on obesity risk: a meta-analysis of 218,166 adults and 19,268 children. PLoS Med 2011;8.
20. Rampersaud E, Mitchell BD, Pollin TI, et al. Physical activity and the association of common FTO gene variants with body mass index and obesity. Arch Intern Med 2008;168:1791-1797.
21. Celis-Morales C, Livingstone KM, Marsaux CFM, et al. Design and baseline characteristics of the Food4Me study: a web-based randomised controlled trial of personalised nutrition in seven European countries. Genes Nutr 2015;10:450.
22. Livingstone K, Celis-Morales C, Navas-Carretero S, et al. Profile of European adults interested in internet-based personalised nutrition: the Food4Me study. Eur J Nutr 2015;1-11.
23. Celis-Morales C, Livingstone KM, Woolhead C, et al. How reliable is internet-based self-reported identity, socio-demographic and obesity measures in European adults? Genes Nutr 2015;10:476-476.
24. Bonomi AG, Plasqui G, Goris AHC, Westerterp KR. Estimation of free-living energy expenditure using a novel activity monitor designed to minimize obtrusiveness. Obesity 2010;18:1845-1851.
25. Choi L, Liu Z, Matthews CE, Buchowski MS. Validation of accelerometer wear and nonwear time classification algorithm. Med Sci Sports Exerc 2011;43:357-364.
26. Ainsworth BE, Haskell WL, Herrmann SD, et al. 2011 Compendium of physical activities: a second update of codes and MET values. Med Sci Sports Exerc 2011; 43:1575-1581.
27. WHO. Global Recommendations on Physical Activity for Health. World Health Organization; 2010.
28. Dina C, Meyre D, Gallina S, et al. Variation in FTO contributes to childhood obesity and severe adult obesity. Nat Genet 2007;39:724-726.
29. Peng S, Zhu Y, Xu F, Ren X, Li X, Lai M. FTO gene polymorphisms and obesity risk: a meta-analysis. BMC Med 2011;9.
30. Corella D, Carrasco P, Sorli JV, et al. Education modulates the association of the FTO rs9939609 polymorphism with body mass index and obesity risk in the Mediterranean population. Nutr Metab Cardiovasc Dis 2012;22: 651-658.
31. Corella D, Ortega-Azorin C, Sorli JV, et al. Statistical and biological gene-lifestyle interactions of MC4R and FTO with diet and physical activity on obesity: new effects on alcohol consumption. PLoS One 2012;7.
32. Vimaleswaran KS, Li S, Zhao JH, et al. Physical activity attenuates the body mass index-increasing influence of genetic variation in the FTO gene. Am J Clin Nutr 2009;90:425-428.
33. Andreasen CH, Stender-Petersen KL, Mogensen MS, et al. Low physical activity accentuates the effect of the FTO rs9939609 polymorphism on body fat accumulation. Diabetes 2008;57:95-101.
34. Adams SA, Matthews CE, Ebbeling CB, et al. The effect of social desirability and social approval on self-reports of physical activity. Am J Epidemiol 2005;161:389-398.
35. Hutcheon JA, Chiolero A, Hanley JA. Random measurement error and regression dilution bias. BMJ 2010;340:c2289.
36. Wong MY, Day NE, Luan JA, Wareham NJ. Estimation of magnitude in gene-environment interactions in the presence of measurement error. Stat Med 2004;23: 987-998.
37. Demerath EW, Lutsey PL, Monda KL, et al. Interaction of FTO and physical activity level on adiposity in African-American and European-American adults: the ARIC study. Obesity 2011;19:1866-1872.
38. Claussnitzer M, Dankel SN, Kim K-H, et al. FTO obesity variant circuitry and adipocyte browning in humans. N Engl J Med 2015;373:895-907.
39. Speakman J. The ‘Fat Mass and Obesity Related’ (FTO) gene: mechanisms of impact on obesity and energy balance. Curr Obes Rep 2015;4:73-91.
40. Pursey K, Burrows TL, Stanwell P, Collins CE. How accurate is web-based self-reported height, weight, and body mass index in young adults? J Med Internet Res 2014;16.
University Staff: Request a correction | Centaur Editors: Update this record
|