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Macronutrient-specific effect of FTO rs9939609 in response to a 10-week randomized hypo-energetic diet among obese Europeans

Abstract

Background:

The A risk allele of rs9939609 of the fat mass- and obesity-associated gene (FTO) increases body fat mass.

Objective:

To examine whether FTO rs9939609 affects obese individuals' response to a high-fat, low-carbohydrate (CHO) (HF) or low-fat, high-CHO (LF), hypo-energetic diet and whether the effect of the FTO variant depends on dietary fat and CHO content.

Design:

In a 10-week, European, multi-centre dietary intervention study 771 obese women and men were randomized to either LF (20–25% of energy (%E) from fat, 60–65%E from CHO) or HF (40–45%E from fat, 40–45%E from CHO), hypo-energetic diet (measured resting metabolic rate multiplied by 1.3–600 kcal day−1). Body weight, fat mass (FM), fat-free mass (FFM), waist circumference (WC), resting energy expenditure (REE), fasting fat oxidation as % of REE (FatOx), insulin release (HOMA-β) and a surrogate measure of insulin resistance (HOMA-IR) were measured at baseline and after the intervention. In all, 764 individuals were genotyped for FTO rs9939609.

Results:

For A-allele carriers the drop-out rate was higher on HF than LF diet (in AT, P=0.002; in AT/AA combined, P=0.003). Among those individuals completing the intervention, we found no effect of FTO rs9939609 genotype on Δweight, ΔFM, ΔFFM, ΔWC or ΔFatOx. However, participants with TT had a smaller reduction in REE on LF than on HF diet (75 kcal/24 h; interaction: P=0.0055). These individuals also showed the greatest reduction in HOMA-β and HOMA-IR (interaction: P=0.0083 and P=0.047).

Conclusion:

The FTO rs9939609 may interact with the macronutrient composition in weight loss diets in various ways; carriers of the A allele on LF diet appear to have a lower risk for drop out, and TT individuals have a smaller decrease in REE and greater decrease in HOMA-β and HOMA-IR on LF than on HF diet.

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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. Loos RJ, Lindgren CM, Li S, Wheeler E, Zhao JH, Prokopenko I et al. Common variants near MC4R are associated with fat mass, weight and risk of obesity. Nat Genet 2008; 40: 768–775.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Saunders CL, Chiodini BD, Sham P, Lewis CM, Abkevich V, Adeyemo AA et al. Meta-analysis of genome-wide linkage studies in BMI and obesity. Obesity (Silver Spring) 2007; 15: 2263–2275.

    Article  Google Scholar 

  4. 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 

  5. 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 

  6. 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 

  7. Peeters A, Beckers S, Verrijken A, Roevens P, Peeters P, Van GL et al. Variants in the FTO gene are associated with common obesity in the Belgian population. Mol Genet Metab 2008; 93: 481–484.

    Article  CAS  PubMed  Google Scholar 

  8. Price RA, Li WD, Zhao H . FTO gene SNPs associated with extreme obesity in cases, controls and extremely discordant sister pairs. BMC Med Genet 2008; 9: 4.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Kring SI, Holst C, Zimmermann E, Jess T, Berentzen T, Toubro S et al. FTO gene associated fatness in relation to body fat distribution and metabolic traits throughout a broad range of fatness. PLoS ONE 2008; 3: e2958.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Hotta K, Nakata Y, Matsuo T, Kamohara S, Kotani K, Komatsu R et al. Variations in the FTO gene are associated with severe obesity in the Japanese. J Hum Genet 2008; 53: 546–553.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Tschritter O, Preissl H, Yokoyama Y, Machicao F, Haring HU, Fritsche A . Variation in the FTO gene locus is associated with cerebrocortical insulin resistance in humans. Diabetologia 2007; 50: 2602–2603.

    Article  CAS  PubMed  Google Scholar 

  12. Grunnet LG, Brons C, Jacobsen S, Nilsson E, Astrup A, Hansen T et al. Increased recovery rates of phosphocreatine and inorganic phosphate after isometric contraction in oxidative muscle fibres and elevated hepatic insulin resistance in homozygous carriers of the A-allele of FTO rs9939609. J Clin Endocrinol Metab 2009; 94: 596–602.

    Article  CAS  PubMed  Google Scholar 

  13. Wahlen K, Sjolin E, Hoffstedt J . The common rs9939609 gene variant of the fat mass- and obesity-associated gene FTO is related to fat cell lipolysis. J Lipid Res 2008; 49: 607–611.

    Article  PubMed  Google Scholar 

  14. Wardle J, Carnell S, Haworth CM, Farooqi IS, O'Rahilly S, Plomin R . Obesity associated genetic variation in FTO is associated with diminished satiety. J Clin Endocrinol Metab 2008; 93: 3640–3643.

    Article  CAS  PubMed  Google Scholar 

  15. Cecil JE, Tavendale R, Watt P, Hetherington MM, Palmer CN . An obesity-associated FTO gene variant and increased energy intake in children. N Engl J Med 2008; 359: 2558–2566.

    Article  CAS  PubMed  Google Scholar 

  16. Wardle J, Llewellyn C, Sanderson S, Plomin R . The FTO gene and measured food intake in children. Int J Obes (Lond) 2009; 33: 42–45.

    Article  CAS  Google Scholar 

  17. Berentzen T, Kring SI, Holst C, Zimmermann E, Jess T, Hansen T et al. Lack of association of fatness-related FTO gene variants with energy expenditure or physical activity. J Clin Endocrinol Metab 2008; 93: 2904–2908.

    Article  CAS  PubMed  Google Scholar 

  18. Fredriksson R, Hagglund M, Olszewski PK, Stephansson O, Jacobsson JA, Olszewska AM et al. The obesity gene, FTO, is of ancient origin, up-regulated during food deprivation and expressed in neurons of feeding-related nuclei of the brain. Endocrinology 2008; 149: 2062–2071.

    Article  CAS  PubMed  Google Scholar 

  19. Gerken T, Girard CA, Tung YC, Webby CJ, Saudek V, Hewitson KS et al. The obesity-associated FTO gene encodes a 2-oxoglutarate-dependent nucleic acid demethylase. Science 2007; 318: 1469–1472.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Stratigopoulos G, Padilla SL, Leduc CA, Watson E, Hattersley AT, McCarthy MI et al. Regulation of Fto/Ftm gene expression in mice and humans. Am J Physiol Regul Integr Comp Physiol 2008; 294: R1185–R1196.

    Article  CAS  PubMed  Google Scholar 

  21. Haupt A, Thamer C, Machann J, Kirchhoff K, Stefan N, Tschritter O et al. Impact of variation in the FTO gene on whole body fat distribution, ectopic fat, and weight loss. Obesity (Silver Spring) 2008; 16: 1969–1972.

    Article  Google Scholar 

  22. Muller TD, Hinney A, Scherag A, Nguyen TT, Schreiner F, Schaefer 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 

  23. Sørensen TIA, Boutin P, Taylor MA, Larsen LH, Verdich C, Petersen L et al. Genetic polymorphisms and weight loss in obesity: a randomised trial of hypo-energetic high- versus low-fat diets. PLoS Clinical Trials 2006; 1: e12.

    Article  PubMed  PubMed Central  Google Scholar 

  24. Petersen M, Taylor MA, Saris WH, Verdich C, Toubro S, Macdonald I et al. Randomized, multi-center trial of two hypo-energetic diets in obese subjects: high- versus low-fat content. Int J Obes (London) 2006; 30: 552–560.

    Article  CAS  Google Scholar 

  25. Verdich C, Madsen JL, Toubro S, Buemann B, Holst JJ, Astrup A . Effect of obesity and major weight reduction on gastric emptying. Int J Obes Relat Metab Disord 2000; 24: 899–905.

    Article  CAS  PubMed  Google Scholar 

  26. Weir JB . New methods for calculating metabolic rate with special reference to protein metabolism. J Physiol 1949; 109: 1–9.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Frayn KN . Calculation of substrate oxidation rates in vivo from gaseous exchange. J Appl Physiol 1983; 55: 628–634.

    Article  CAS  PubMed  Google Scholar 

  28. Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC . Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 1985; 28: 412–419.

    Article  CAS  PubMed  Google Scholar 

  29. Bonora E, Targher G, Alberiche M, Bonadonna RC, Saggiani F, Zenere MB et al. Homeostasis model assessment closely mirrors the glucose clamp technique in the assessment of insulin sensitivity: studies in subjects with various degrees of glucose tolerance and insulin sensitivity. Diabetes Care 2000; 23: 57–63.

    Article  CAS  PubMed  Google Scholar 

  30. Emoto M, Nishizawa Y, Maekawa K, Hiura Y, Kanda H, Kawagishi T et al. Homeostasis model assessment as a clinical index of insulin resistance in type 2 diabetic patients treated with sulfonylureas. Diabetes Care 1999; 22: 818–822.

    Article  CAS  PubMed  Google Scholar 

  31. Timpson NJ, Emmett PM, Frayling TM, Rogers I, Hattersley AT, McCarthy MI et al. The fat mass- and obesity-associated locus and dietary intake in children. Am J Clin Nutr 2008; 88: 971–978.

    Article  CAS  PubMed  Google Scholar 

  32. Martinez JA, Parra MD, Santos JL, Moreno-Aliaga MJ, Marti A, Martinez-Gonzalez MA . Genotype-dependent response to energy-restricted diets in obese subjects: towards personalized nutrition. Asia Pac J Clin Nutr 2008; 17 (Suppl 1): 119–122.

    PubMed  Google Scholar 

  33. 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 

  34. Dina C, Meyre D, Gallina S, Durand E, Korner A, Jacobson P et al. Variation in FTO contributes to childhood obesity and severe adult obesity. Nat Genet 2007; 39: 724–726.

    Article  CAS  PubMed  Google Scholar 

  35. Jess T, Zimmermann E, Kring SI, Berentzen T, Holst C, Toubro S et al. Impact on weight dynamics and general growth of the common FTO rs9939609: a longitudinal Danish cohort study. Int J Obes (London) 2008; 32: 1388–1394.

    Article  CAS  Google Scholar 

  36. Lopez-Bermejo A, Petry CJ, Diaz M, Sebastiani G, de ZF, Dunger DB et al. The association between the FTO gene and fat mass in humans develops by the postnatal age of two weeks. J Clin Endocrinol Metab 2008; 93: 1501–1505.

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

NUGENOB is the acronym of the project ‘Nutrient–Gene interactions in human obesity—implications for dietary guidelines’ supported by the European Community (Contract no. QLK1-CT-2000-00618), see the web-site www.nugenob.org. The study was supported by the European Community (Contract no. QLK1-CT-2000-00618).

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Grau, K., Hansen, T., Holst, C. et al. Macronutrient-specific effect of FTO rs9939609 in response to a 10-week randomized hypo-energetic diet among obese Europeans. Int J Obes 33, 1227–1234 (2009). https://doi.org/10.1038/ijo.2009.159

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