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A 3-year intervention with a Mediterranean diet modified the association between the rs9939609 gene variant in FTO and body weight changes

Abstract

Introduction:

The aim of this study was to analyze the effects of the rs9939609 (T/A) gene variant in fat mass and obesity-associated gene (FTO) on body weight changes after 3 years and its modification by a randomized nutritional intervention with a Mediterranean-style diet in a population of subjects at high cardiovascular risk.

Design:

A substudy of PREDIMED, which is a randomized trial aimed at assessing the effect of the Mediterranean diet (MD) for primary cardiovascular disease prevention. There were three nutritional intervention groups: two of them with a Mediterranean-style diet and the third was a control group advised to follow a conventional low-fat diet.

Subjects:

A total of 776 high cardiovascular risk subjects aged 55–80 years.

Measurements:

Anthropometric measurements were recorded at baseline and at 3 years. The participants were genotyped by RT-PCR, followed by allelic discrimination.

Results:

Homozygous subjects had the highest baseline body weight. The dominant model showed that subjects carrying the A allele had the lowest body weight gain (B=−0.685; P=0.022) after 3 years of nutritional intervention compared with nonmutated subjects (TT genotype) regardless of the nutritional intervention. Moreover, this effect was statistically significant in carriers of the A allele only among those allocated to the MD groups (B=−0.830; P=0.018), but it was not significant among those allocated to the control group (P for interaction=0.649).

Conclusion:

This study confirmed the association between body weight and the FTO rs9939609 polymorphism. Interestingly, our results showed that, although at baseline the A allele was associated with higher body weight, after 3 years of nutritional intervention with a Mediterranean-style-diet, A-allele carriers had lower body weight gain than wild type subjects. No interaction between nutritional intervention and the polymorphism was found.

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References

  1. Frayling TM, Timpson NJ, Weedon MN, Zeggini E, Freathy RM, Lindgren CM 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.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Hinney A, Nguyen TT, Scherag A, Friedel S, Bronner G, Muller TD et al. Genome wide association (GWA) study for early onset extreme obesity supports the role of fat mass and obesity associated gene (FTO) variants. PLoS ONE 2007; 2: e1361.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Song Y, You NC, Hsu YH, Howard BV, Langer RD, Manson JE et al. FTO polymorphisms are associated with obesity but not diabetes risk in postmenopausal women. Obesity (Silver Spring) 2008; 16: 2472–2480.

    Article  CAS  PubMed Central  Google Scholar 

  4. Villalobos-Comparan M, Teresa Flores-Dorantes M, Teresa Villarreal-Molina M, Rodriguez-Cruz M, Garcia-Ulloa AC, Robles L et al. The FTO gene is associated with adulthood obesity in the Mexican population. Obesity (Silver Spring) 2008; 16: 2296–2301.

    Article  CAS  Google Scholar 

  5. Hakanen M, Raitakari OT, Lehtimaki T, Peltonen N, Pahkala K, Sillanmaki L et al. FTO genotype is associated with body mass index after the age of 7 years but not with energy intake or leisure-time physical activity. J Clin Endocrinol Metab 2009; 94:1281–1287.

    Article  CAS  PubMed  Google Scholar 

  6. Muller TD, Hinney A, Scherag A, Nguyen TT, Schreiner F, Schafer H et al. Fat mass and obesity associated gene (FTO): no significant association of variant rs9939609 with weight loss in a lifestyle intervention and lipid metabolism markers in German obese children and adolescents. BMC Med Genet 2008; 9: 85.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Reinehr T, Hinney A, Toschke AM, Hebebrand J . Aggravating effect of INSIG2 and FTO on overweight reduction in a one-year lifestyle intervention. Arch Dis Child 2009 [e-pub ahead of print 17 February 2009].

  8. Franks PW, Jablonski KA, Delahanty LM, McAteer JB, Kahn SE, Knowler WC et al. Assessing gene-treatment interactions at the FTO and INSIG2 loci on obesity-related traits in the Diabetes Prevention Program. Diabetologia 2008; 51: 2214–2223.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Lappalainen TJ, Tolppanen AM, Kolehmainen M, Schwab U, Lindstrom J, Tuomilehto J et al. The common variant in the FTO gene did not modify the effect of lifestyle changes on body weight: The Finnish Diabetes Prevention Study. Obesity (Silver Spring) 2009; 17: 832–836.

    Article  CAS  Google Scholar 

  10. Andreasen CH, Stender-Petersen KL, Mogensen MS, Torekov SS, Wegner L, Andersen G et al. Low physical activity accentuates the effect of the FTO rs9939609 polymorphism on body fat accumulation. Diabetes 2008; 57: 95–101.

    Article  CAS  PubMed  Google Scholar 

  11. Cornes BK, Lind PA, Medland SE, Montgomery GW, Nyholt DR, Martin NG . Replication of the association of common rs9939609 variant of FTO with increased BMI in an Australian adult twin population but no evidence for gene by environment (G × E) interaction. Int J Obes (Lond) 2009; 33: 75–79.

    Article  CAS  Google Scholar 

  12. Rampersaud E, Mitchell BD, Pollin TI, Fu M, Shen H, O'Connell JR 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.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Jacobsson JA, Danielsson P, Svensson V, Klovins J, Gyllensten U, Marcus C et al. Major gender difference in association of FTO gene variant among severely obese children with obesity and obesity related phenotypes. Biochem Biophys Res Commun 2008; 368: 476–482.

    Article  CAS  PubMed  Google Scholar 

  14. Goossens GH, Petersen L, Blaak EE, Hul G, Arner P, Astrup A et al. Several obesity- and nutrient-related gene polymorphisms but not FTO and UCP variants modulate postabsorptive resting energy expenditure and fat-induced thermogenesis in obese individuals: the NUGENOB study. Int J Obes (Lond) 2009; 33: 669–679.

    Article  CAS  Google Scholar 

  15. Mendez MA, Popkin BM, Jakszyn P, Berenguer A, Tormo MJ, Sanchez MJ et al. Adherence to a Mediterranean diet is associated with reduced 3-year incidence of obesity. J Nutr 2006; 136: 2934–2938.

    Article  CAS  PubMed  Google Scholar 

  16. Sanchez-Villegas A, Bes-Rastrollo M, Martinez-Gonzalez MA, Serra-Majem L . Adherence to a Mediterranean dietary pattern and weight gain in a follow-up study: the SUN cohort. Int J Obes (Lond) 2006; 30: 350–358.

    Article  CAS  Google Scholar 

  17. Schroder H, Marrugat J, Vila J, Covas MI, Elosua R . Adherence to the traditional Mediterranean diet is inversely associated with body mass index and obesity in a Spanish population. J Nutr 2004; 134: 3355–3361.

    Article  PubMed  Google Scholar 

  18. Shai I, Schwarzfuchs D, Henkin Y, Shahar DR, Witkow S, Greenberg I et al. Weight loss with a low-carbohydrate, Mediterranean, or low-fat diet. N Engl J Med 2008; 359: 229–241.

    Article  CAS  PubMed  Google Scholar 

  19. Trichopoulou A . Traditional Mediterranean diet and longevity in the elderly: a review. Public Health Nutr 2004; 7: 943–947.

    Article  PubMed  Google Scholar 

  20. Estruch R, Martinez-Gonzalez MA, Corella D, Salas-Salvado J, Ruiz-Gutierrez V, Covas MI et al. Effects of a Mediterranean-style diet on cardiovascular risk factors: a randomized trial. Ann Intern Med 2006; 145: 1–11.

    Article  PubMed  Google Scholar 

  21. Sanchez-Tainta A, Estruch R, Bullo M, Corella D, Gomez-Gracia E, Fiol M et al. Adherence to a Mediterranean-type diet and reduced prevalence of clustered cardiovascular risk factors in a cohort of 3204 high-risk patients. Eur J Cardiovasc Prev Rehabil 2008; 15: 589–593.

    Article  PubMed  Google Scholar 

  22. Zazpe I, Sanchez-Tainta A, Estruch R, Lamuela-Raventos RM, Schroder H, Salas-Salvado J et al. A large randomized individual and group intervention conducted by registered dietitians increased adherence to Mediterranean-type diets: the PREDIMED study. J Am Diet Assoc 2008; 108: 1134–1144; discussion 45.

    Article  CAS  PubMed  Google Scholar 

  23. Fito M, Guxens M, Corella D, Saez G, Estruch R, de la Torre R et al. Effect of a traditional Mediterranean diet on lipoprotein oxidation: a randomized controlled trial. Arch Intern Med 2007; 167: 1195–1203.

    Article  PubMed  Google Scholar 

  24. Martin-Moreno JM, Boyle P, Gorgojo L, Maisonneuve P, Fernandez-Rodriguez JC, Salvini S et al. Development and validation of a food frequency questionnaire in Spain. Int J Epidemiol 1993; 22: 512–519.

    Article  CAS  PubMed  Google Scholar 

  25. Scuteri A, Sanna S, Chen WM, Uda M, Albai G, Strait J et al. Genome-wide association scan shows genetic variants in the FTO gene are associated with obesity-related traits. PLoS Genet 2007; 3: e115.

    Article  PubMed  PubMed Central  Google Scholar 

  26. Gonzalez-Sanchez JL, Zabena C, Martinez-Larrad MT, Martinez-Calatrava MJ, Perez-Barba M, Serrano-Rios M . Variant rs9939609 in the FTO gene is associated with obesity in an adult population from Spain. Clin Endocrinol (Oxford) 2008; 19: 87–95.

    Google Scholar 

  27. Qi L, Kang K, Zhang C, van Dam RM, Kraft P, Hunter D et al. Fat mass- and obesity-associated (FTO) gene variant is associated with obesity: longitudinal analyses in two cohort studies and functional test. Diabetes 2008; 57: 3145–3151.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Luan J, Browne PO, Harding AH, Halsall DJ, O′Rahilly S, Chatterjee VK et al. Evidence for gene–nutrient interaction at the PPARgamma locus. Diabetes 2001; 50: 686–689.

    Article  CAS  PubMed  Google Scholar 

  29. Martinez JA, Corbalan MS, Sanchez-Villegas A, Forga L, Marti A, Martinez-Gonzalez MA . Obesity risk is associated with carbohydrate intake in women carrying the Gln27Glu beta2-adrenoceptor polymorphism. J Nutr 2003; 133: 2549–2554.

    Article  CAS  PubMed  Google Scholar 

  30. Razquin C, Alfredo Martinez J, Martinez-Gonzalez MA, Corella D, Santos JM, Marti A . The Mediterranean diet protects against waist circumference enlargement in 12Ala carriers for the PPARgamma gene: 2 years' follow-up of 774 subjects at high cardiovascular risk. Br J Nutr 2009; 102: 672–679.

    Article  CAS  PubMed  Google Scholar 

  31. Robitaille J, Despres JP, Perusse L, Vohl MC . The PPAR-gamma P12A polymorphism modulates the relationship between dietary fat intake and components of the metabolic syndrome: results from the Quebec Family Study. Clin Genet 2003; 63: 109–116.

    Article  CAS  PubMed  Google Scholar 

  32. Rosado EL, Bressan J, Hernandez JA, Martins MF, Cecon PR . Effect of diet and PPARgamma2 and beta2-adrenergic receptor genes on energy metabolism and body composition in obese women. Nutr Hosp 2006; 21: 317–331.

    CAS  PubMed  Google Scholar 

  33. Grau K, Hansen T, Holst C, Astrup A, Saris WH, Arner P et al. Macronutrient-specific effect of FTO rs9939609 in response to a 10-week randomized hypo-energetic diet among obese Europeans. Int J Obes (Lond) 2009 [e-pub ahead of print 18 August 2009].

  34. Astrup A, Ryan L, Grunwald GK, Storgaard M, Saris W, Melanson E et al. The role of dietary fat in body fatness: evidence from a preliminary meta-analysis of ad libitum low-fat dietary intervention studies. Br J Nutr 2000; 83 (Suppl 1): S25–S32.

    CAS  PubMed  Google Scholar 

  35. Goyenechea E, Parra D, Crujeiras AB, Abete I, Martinez JA . A nutrigenomic inflammation-related PBMC-based approach to predict the weight-loss regain in obese subjects. Ann Nutr Metab 2009; 54: 43–51.

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

We are especially indebted to Prof Valentina Ruiz-Gutierrez from Instituto de la Grasa, CSIC, Sevilla (Spain) for her invaluable help to ensure the free provision of olive oil to our participants and to all other members of the PREDIMED group: Salas-Salvado J, Corella D, Fiol M, Ros E, Aros F, Gomez-Gracia E, Lamuela-Raventos RM, Saez G, Lapetra J, Serra-Majem L, Pinto L, Covas MI, Tur JA, Portillo MP. We would like to thank all the sources of support: Department of Health of the Navarra Government (Spain), Linea Especial (LE 97) of the University of Navarra, the RETICS Scheme funded by the Spanish Ministry of Health (PREDIMED Project, Ref. RD 06/0045/0000) and to CIBERobn that is an initiative of ISCIII (CB06/03/1017). Razquin C is a predoctoral fellow funded by IBERCAJA. We also thank all the participants and members of the PREDIMED project.

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Razquin, C., Martinez, J., Martinez-Gonzalez, M. et al. A 3-year intervention with a Mediterranean diet modified the association between the rs9939609 gene variant in FTO and body weight changes. Int J Obes 34, 266–272 (2010). https://doi.org/10.1038/ijo.2009.233

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