Skip to main content
Top
Published in: Cardiovascular Diabetology 1/2012

Open Access 01-12-2012 | Original investigation

Associations of the FTO rs9939609 and the MC4R rs17782313 polymorphisms with type 2 diabetes are modulated by diet, being higher when adherence to the Mediterranean diet pattern is low

Authors: Carolina Ortega-Azorín, Jose V Sorlí, Eva M Asensio, Oscar Coltell, Miguel Ángel Martínez-González, Jordi Salas-Salvadó, Maria-Isabel Covas, Fernando Arós, José Lapetra, Lluís Serra-Majem, Enrique Gómez-Gracia, Miquel Fiol, Guillermo Sáez-Tormo, Xavier Pintó, Miguel Angel Muñoz, Emilio Ros, Jose M Ordovás, Ramon Estruch, Dolores Corella

Published in: Cardiovascular Diabetology | Issue 1/2012

Login to get access

Abstract

Background

Although the Fat Mass and Obesity (FTO) and Melanocortin-4 Receptor (MC4R) genes have been consistently associated with obesity risk, the association between the obesity-risk alleles with type 2 diabetes is still controversial. In some recent meta-analyses in which significant results have been reported, the associations disappeared after adjustment for body mass index (BMI). However gene-diet interactions with dietary patterns have not been investigated. Our main aim was to analyze whether these associations are modulated by the level of adherence to the Mediterranean Diet (MedDiet).

Methods

Case-control study in 7,052 high cardiovascular risk subjects (3,430 type 2 diabetes cases and 3,622 non-diabetic subjects) with no differences in BMI. Diet was assessed by validated questionnaires. FTO-rs9939609 and MC4R-rs17782313 were determined. An aggregate genetic score was calculated to test additive effects. Gene-diet interactions were analyzed.

Results

Neither of the polymorphisms was associated with type 2 diabetes in the whole population. However, we found consistent gene-diet interactions with adherence to the MedDiet both for the FTO- rs9939609 (P-interaction=0.039), the MC4R-rs17782313 (P-interaction=0.009) and for their aggregate score (P-interaction=0.006). When adherence to the MedDiet was low, carriers of the variant alleles had higher type 2 diabetes risk (OR=1.21, 95%CI: 1.03-1.40; P=0.019 for FTO- rs9939609 and OR=1.17, 95%CI:1.01-1.36; P=0.035 for MC4R-rs17782313) than wild-type subjects. However, when adherence to the MedDiet was high, these associations disappeared (OR=0.97, 95%CI: 0.85-1.16; P=0.673 for FTO- rs9939609 and OR=0.89, 95%CI:0.78-1.02; P=0.097 for MC4R-rs17782313). These gene-diet interactions remained significant even after adjustment for BMI. As MedDiet is rich in folate, we also specifically examined folate intake and detected statistically significant interaction effects on fasting plasma glucose concentrations in non-diabetic subjects. However these findings should be interpreted with caution because folate intake may simply reflect a healthy dietary pattern.

Conclusions

These novel results suggest that the association of the FTO-rs9939609 and the MC4R-rs17782313 polymorphisms with type 2 diabetes depends on diet and that a high adherence to the MedDiet counteracts the genetic predisposition.
Appendix
Available only for authorised users
Literature
1.
go back to reference Frayling TM, Timpson NJ, Weedon MN, Zeggini E, Freathy RM, Lindgren CM, Perry JR, Elliott KS, Lango H, Rayner NW, Shields B, Harries LW, Barrett JC, Ellard S, Groves CJ, Knight B, Patch AM, Ness AR, Ebrahim S, Lawlor DA, Ring SM, Ben-Shlomo Y, Jarvelin MR, Sovio U, Bennett AJ, Melzer D, Ferrucci L, Loos RJ, Barroso I, Wareham NJ, 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. 10.1126/science.1141634.PubMedCentralCrossRefPubMed Frayling TM, Timpson NJ, Weedon MN, Zeggini E, Freathy RM, Lindgren CM, Perry JR, Elliott KS, Lango H, Rayner NW, Shields B, Harries LW, Barrett JC, Ellard S, Groves CJ, Knight B, Patch AM, Ness AR, Ebrahim S, Lawlor DA, Ring SM, Ben-Shlomo Y, Jarvelin MR, Sovio U, Bennett AJ, Melzer D, Ferrucci L, Loos RJ, Barroso I, Wareham NJ, 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. 10.1126/science.1141634.PubMedCentralCrossRefPubMed
2.
go back to reference Loos RJ, Lindgren CM, Li S, Wheeler E, Zhao JH, Prokopenko I, Inouye M, Freathy RM, Attwood AP, Beckmann JS, Berndt SI, Jacobs KB, Chanock SJ, Hayes RB, Bergmann S, Bennett AJ, Bingham SA, Bochud M, Brown M, Cauchi S, Connell JM, Cooper C, Smith GD, Day I, Dina C, De S, Dermitzakis ET, Doney AS, Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial, et al: Common variants near MC4R are associated with fat mass, weight and risk of obesity. Nat Genet. 2008, 40: 768-775. 10.1038/ng.140.PubMedCentralCrossRefPubMed Loos RJ, Lindgren CM, Li S, Wheeler E, Zhao JH, Prokopenko I, Inouye M, Freathy RM, Attwood AP, Beckmann JS, Berndt SI, Jacobs KB, Chanock SJ, Hayes RB, Bergmann S, Bennett AJ, Bingham SA, Bochud M, Brown M, Cauchi S, Connell JM, Cooper C, Smith GD, Day I, Dina C, De S, Dermitzakis ET, Doney AS, Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial, et al: Common variants near MC4R are associated with fat mass, weight and risk of obesity. Nat Genet. 2008, 40: 768-775. 10.1038/ng.140.PubMedCentralCrossRefPubMed
3.
4.
go back to reference Hardy R, Wills AK, Wong A, Elks CE, Wareham NJ, Loos RJ, Kuh D, Ong KK: Life course variations in the associations between FTO and MC4R gene variants and body size. Hum Mol Genet. 2010, 19: 545-552. 10.1093/hmg/ddp504.PubMedCentralCrossRefPubMed Hardy R, Wills AK, Wong A, Elks CE, Wareham NJ, Loos RJ, Kuh D, Ong KK: Life course variations in the associations between FTO and MC4R gene variants and body size. Hum Mol Genet. 2010, 19: 545-552. 10.1093/hmg/ddp504.PubMedCentralCrossRefPubMed
5.
go back to reference Vasan SK, Fall T, Neville MJ, Antonisamy B, Fall CH, Geethanjali FS, Gu HF, Raghupathy P, Samuel P, Thomas N, Brismar K, Ingelsson E, Karpe : Associations of Variants in FTO and Near MC4R With Obesity Traits in South Asian Indians. Obesity. 2012, 10.1038/oby.2012.64. in press. Vasan SK, Fall T, Neville MJ, Antonisamy B, Fall CH, Geethanjali FS, Gu HF, Raghupathy P, Samuel P, Thomas N, Brismar K, Ingelsson E, Karpe : Associations of Variants in FTO and Near MC4R With Obesity Traits in South Asian Indians. Obesity. 2012, 10.1038/oby.2012.64. in press.
6.
go back to reference Sentinelli F, Incani M, Coccia F, Capoccia D, Cambuli VM, Romeo S, Cossu E, Cavallo MG, Leonetti F, Baroni MG: Association of FTO polymorphisms with early age of obesity in obese Italian subjects. Exp Diabetes Res. 2012, 2012: 872176.PubMedCentralCrossRefPubMed Sentinelli F, Incani M, Coccia F, Capoccia D, Cambuli VM, Romeo S, Cossu E, Cavallo MG, Leonetti F, Baroni MG: Association of FTO polymorphisms with early age of obesity in obese Italian subjects. Exp Diabetes Res. 2012, 2012: 872176.PubMedCentralCrossRefPubMed
7.
go back to reference Cecil J, Dalton M, Finlayson G, Blundell J, Hetherington M, Palmer C: Obesity and eating behaviour in children and adolescents: contribution of common gene polymorphisms. Int Rev Psychiatry. 2012, 24: 200-210. 10.3109/09540261.2012.685056.CrossRefPubMed Cecil J, Dalton M, Finlayson G, Blundell J, Hetherington M, Palmer C: Obesity and eating behaviour in children and adolescents: contribution of common gene polymorphisms. Int Rev Psychiatry. 2012, 24: 200-210. 10.3109/09540261.2012.685056.CrossRefPubMed
8.
go back to reference Schmid PM, Heid I, Buechler C, Steege A, Resch M, Birner C, Endemann DH, Riegger GA, Luchner A: Expression of fourteen novel obesity-related genes in Zucker diabetic fatty rats. Cardiovasc Diabetol. 2012, 11: 48-10.1186/1475-2840-11-48.PubMedCentralCrossRefPubMed Schmid PM, Heid I, Buechler C, Steege A, Resch M, Birner C, Endemann DH, Riegger GA, Luchner A: Expression of fourteen novel obesity-related genes in Zucker diabetic fatty rats. Cardiovasc Diabetol. 2012, 11: 48-10.1186/1475-2840-11-48.PubMedCentralCrossRefPubMed
9.
go back to reference Huang W, Sun Y, Sun J: Combined effects of FTO rs9939609 and MC4R rs17782313 on obesity and BMI in Chinese Han populations. Endocrine. 2011 Feb, 39: 69-74. 10.1007/s12020-010-9413-6.CrossRefPubMed Huang W, Sun Y, Sun J: Combined effects of FTO rs9939609 and MC4R rs17782313 on obesity and BMI in Chinese Han populations. Endocrine. 2011 Feb, 39: 69-74. 10.1007/s12020-010-9413-6.CrossRefPubMed
10.
go back to reference Steemburgo T, de Azevedo MJ, Gross JL, Milagro F, Campión J, Martínez JA: The rs7204609 polymorphism in the fat mass and obesity-associated gene is positively associated with central obesity and microalbuminuria in patients with type 2 diabetes from Southern Brazil. J Ren Nutr. 2012, 22: 228-236. 10.1053/j.jrn.2011.03.004.CrossRefPubMed Steemburgo T, de Azevedo MJ, Gross JL, Milagro F, Campión J, Martínez JA: The rs7204609 polymorphism in the fat mass and obesity-associated gene is positively associated with central obesity and microalbuminuria in patients with type 2 diabetes from Southern Brazil. J Ren Nutr. 2012, 22: 228-236. 10.1053/j.jrn.2011.03.004.CrossRefPubMed
11.
go back to reference Ewens KG, Jones MR, Ankener W, Stewart DR, Urbanek M, Dunaif A, Legro RS, Chua A, Azziz R, Spielman RS, Goodarzi MO, Strauss JF: FTO and MC4R gene variants are associated with obesity in polycystic ovary syndrome. PLoS One. 2011, 6: e16390-10.1371/journal.pone.0016390.PubMedCentralCrossRefPubMed Ewens KG, Jones MR, Ankener W, Stewart DR, Urbanek M, Dunaif A, Legro RS, Chua A, Azziz R, Spielman RS, Goodarzi MO, Strauss JF: FTO and MC4R gene variants are associated with obesity in polycystic ovary syndrome. PLoS One. 2011, 6: e16390-10.1371/journal.pone.0016390.PubMedCentralCrossRefPubMed
12.
go back to reference Tabara Y, Osawa H, Guo H, Kawamoto R, Onuma H, Shimizu I, Takara Y, Nishida W, Yamamoto M, Makino H, Kohara K, Miki T: Prognostic significance of FTO genotype in the development of obesity in Japanese: the J-SHIPP study. Int J Obes. 2009, 33: 1243-1248. 10.1038/ijo.2009.161.CrossRef Tabara Y, Osawa H, Guo H, Kawamoto R, Onuma H, Shimizu I, Takara Y, Nishida W, Yamamoto M, Makino H, Kohara K, Miki T: Prognostic significance of FTO genotype in the development of obesity in Japanese: the J-SHIPP study. Int J Obes. 2009, 33: 1243-1248. 10.1038/ijo.2009.161.CrossRef
13.
go back to reference Li H, Kilpeläinen TO, Liu C, Zhu J, Liu Y, Hu C, Yang Z, Zhang W, Bao W, Cha S, Wu Y, Yang T, Sekine A, Choi BY, Yajnik CS, Zhou D, Takeuchi F, Yamamoto K, Chan JC, Mani KR, Been LF, Imamura M, Nakashima E, Lee N, Fujisawa T, Karasawa S, Wen W, Joglekar CV, Lu W, Chang Y, Xiang Y, et al: Association of genetic variation in FTO with risk of obesity and type 2 diabetes with data from 96,551 East and South Asians. Diabetologia. 2012, 55: 981-995. 10.1007/s00125-011-2370-7.PubMedCentralCrossRefPubMed Li H, Kilpeläinen TO, Liu C, Zhu J, Liu Y, Hu C, Yang Z, Zhang W, Bao W, Cha S, Wu Y, Yang T, Sekine A, Choi BY, Yajnik CS, Zhou D, Takeuchi F, Yamamoto K, Chan JC, Mani KR, Been LF, Imamura M, Nakashima E, Lee N, Fujisawa T, Karasawa S, Wen W, Joglekar CV, Lu W, Chang Y, Xiang Y, et al: Association of genetic variation in FTO with risk of obesity and type 2 diabetes with data from 96,551 East and South Asians. Diabetologia. 2012, 55: 981-995. 10.1007/s00125-011-2370-7.PubMedCentralCrossRefPubMed
14.
go back to reference Hertel JK, Johansson S, Sonestedt E, Jonsson A, Lie RT, Platou CG, Nilsson PM, Rukh G, Midthjell K, Hveem K, Melander O, Groop L, Lyssenko V, Molven A, Orho-Melander M, Njølstad PR: FTO, type 2 diabetes, and weight gain throughout adult life: a meta-analysis of 41,504 subjects from the Scandinavian HUNT, MDC, and MPP studies. Diabetes. 2011, 60: 1637-1644. 10.2337/db10-1340.PubMedCentralCrossRefPubMed Hertel JK, Johansson S, Sonestedt E, Jonsson A, Lie RT, Platou CG, Nilsson PM, Rukh G, Midthjell K, Hveem K, Melander O, Groop L, Lyssenko V, Molven A, Orho-Melander M, Njølstad PR: FTO, type 2 diabetes, and weight gain throughout adult life: a meta-analysis of 41,504 subjects from the Scandinavian HUNT, MDC, and MPP studies. Diabetes. 2011, 60: 1637-1644. 10.2337/db10-1340.PubMedCentralCrossRefPubMed
15.
go back to reference Cauchi S, Ezzidi I, El Achhab Y, Mtiraoui N, Chaieb L, Salah D, Nejjari C, Labrune Y, Yengo L, Beury D, Vaxillaire M, Mahjoub T, Chikri M, Froguel P: European genetic variants associated with type 2 diabetes in North African Arabs. Diabetes Metab. 2012, in press (PMID: 22463974). Cauchi S, Ezzidi I, El Achhab Y, Mtiraoui N, Chaieb L, Salah D, Nejjari C, Labrune Y, Yengo L, Beury D, Vaxillaire M, Mahjoub T, Chikri M, Froguel P: European genetic variants associated with type 2 diabetes in North African Arabs. Diabetes Metab. 2012, in press (PMID: 22463974).
16.
go back to reference Rees SD, Islam M, Hydrie MZ, Chaudhary B, Bellary S, Hashmi S, O’Hare JP, Kumar S, Sanghera DK, Chaturvedi N, Barnett AH, Shera AS, Weedon MN, Basit A, Frayling TM, Kelly MA, Jafar TH: An FTO variant is associated with Type 2 diabetes in South Asian populations after accounting for body mass index and waist circumference. Diabet Med. 2011, 28: 673-680. 10.1111/j.1464-5491.2011.03257.x.PubMedCentralCrossRefPubMed Rees SD, Islam M, Hydrie MZ, Chaudhary B, Bellary S, Hashmi S, O’Hare JP, Kumar S, Sanghera DK, Chaturvedi N, Barnett AH, Shera AS, Weedon MN, Basit A, Frayling TM, Kelly MA, Jafar TH: An FTO variant is associated with Type 2 diabetes in South Asian populations after accounting for body mass index and waist circumference. Diabet Med. 2011, 28: 673-680. 10.1111/j.1464-5491.2011.03257.x.PubMedCentralCrossRefPubMed
17.
go back to reference Liu Y, Liu Z, Song Y, Zhou D, Zhang D, Zhao T, Chen Z, Yu L, Yang Y, Feng G, Li J, Zhang J, Liu S, Zhang Z, He L, Xu H: Meta-analysis added power to identify variants in FTO associated with type 2 diabetes and obesity in the Asian population. Obesity. 2010, 18: 1619-1624. 10.1038/oby.2009.469.CrossRefPubMed Liu Y, Liu Z, Song Y, Zhou D, Zhang D, Zhao T, Chen Z, Yu L, Yang Y, Feng G, Li J, Zhang J, Liu S, Zhang Z, He L, Xu H: Meta-analysis added power to identify variants in FTO associated with type 2 diabetes and obesity in the Asian population. Obesity. 2010, 18: 1619-1624. 10.1038/oby.2009.469.CrossRefPubMed
18.
go back to reference Qi L, Kraft P, Hunter DJ, Hu FB: The common obesity variant near MC4R gene is associated with higher intakes of total energy and dietary fat, weight change and diabetes risk in women. Hum Mol Genet. 2008, 17: 3502-3508. 10.1093/hmg/ddn242.PubMedCentralCrossRefPubMed Qi L, Kraft P, Hunter DJ, Hu FB: The common obesity variant near MC4R gene is associated with higher intakes of total energy and dietary fat, weight change and diabetes risk in women. Hum Mol Genet. 2008, 17: 3502-3508. 10.1093/hmg/ddn242.PubMedCentralCrossRefPubMed
19.
go back to reference Thearle MS, Muller YL, Hanson RL, Mullins M, Abdussamad M, Tran J, Knowler WC, Bogardus C, Krakoff J, Baier LJ: Greater impact of melanocortin-4 receptor deficiency on rates of growth and risk of type 2 diabetes during childhood compared with adulthood in Pima Indians. Diabetes. 2012, 61: 250-257. 10.2337/db11-0708.PubMedCentralCrossRefPubMed Thearle MS, Muller YL, Hanson RL, Mullins M, Abdussamad M, Tran J, Knowler WC, Bogardus C, Krakoff J, Baier LJ: Greater impact of melanocortin-4 receptor deficiency on rates of growth and risk of type 2 diabetes during childhood compared with adulthood in Pima Indians. Diabetes. 2012, 61: 250-257. 10.2337/db11-0708.PubMedCentralCrossRefPubMed
20.
go back to reference Legry V, Cottel D, Ferrières J, Arveiler D, Andrieux N, Bingham A, Wagner A, Ruidavets JB, Ducimetière P, Amouyel P, Meirhaeghe A: Effect of an FTO polymorphism on fat mass, obesity, and type 2 diabetes mellitus in the French MONICA Study. Metabolism. 2009, 58: 971-975. 10.1016/j.metabol.2009.02.019.CrossRefPubMed Legry V, Cottel D, Ferrières J, Arveiler D, Andrieux N, Bingham A, Wagner A, Ruidavets JB, Ducimetière P, Amouyel P, Meirhaeghe A: Effect of an FTO polymorphism on fat mass, obesity, and type 2 diabetes mellitus in the French MONICA Study. Metabolism. 2009, 58: 971-975. 10.1016/j.metabol.2009.02.019.CrossRefPubMed
21.
go back to reference Bressler J, Kao WH, Pankow JS, Boerwinkle E: Risk of type 2 diabetes and obesity is differentially associated with variation in FTO in whites and African-Americans in the ARIC study. PLoS One. 2010, 5: e10521-10.1371/journal.pone.0010521.PubMedCentralCrossRefPubMed Bressler J, Kao WH, Pankow JS, Boerwinkle E: Risk of type 2 diabetes and obesity is differentially associated with variation in FTO in whites and African-Americans in the ARIC study. PLoS One. 2010, 5: e10521-10.1371/journal.pone.0010521.PubMedCentralCrossRefPubMed
22.
go back to reference Xi B, Takeuchi F, Chandak GR, Kato N, Pan HW, Zhou DH, Pan HY, Mi J, AGEN-T2D Consortium: Common polymorphism near the MC4R gene is associated with type 2 diabetes: data from a meta-analysis of 123,373 individuals. Diabetologia. 2012, in press (PMID: 22869321). Xi B, Takeuchi F, Chandak GR, Kato N, Pan HW, Zhou DH, Pan HY, Mi J, AGEN-T2D Consortium: Common polymorphism near the MC4R gene is associated with type 2 diabetes: data from a meta-analysis of 123,373 individuals. Diabetologia. 2012, in press (PMID: 22869321).
23.
go back to reference Morris AP, Voight BF, Teslovich TM, Ferreira T, Segrè AV, Steinthorsdottir V, Strawbridge RJ, Khan H, Grallert H, Mahajan A, Prokopenko I, Kang HM, Dina C, Esko T, Fraser RM, Kanoni S, Kumar A, Lagou V, Langenberg C, Luan J, Lindgren CM, Müller-Nurasyid M, Pechlivanis S, Rayner NW, Scott LJ, Wiltshire S, Yengo L, Kinnunen L, Rossin EJ, Raychaudhuri S, The DIAbetes Genetics Replication And Meta-analysis (DIAGRAM) Consortium, et al: Large-scale association analysis provides insights into the genetic architecture and pathophysiology of type 2 diabetes. Nat Genet. 2012, 10.1038/ng.2383. in press. Morris AP, Voight BF, Teslovich TM, Ferreira T, Segrè AV, Steinthorsdottir V, Strawbridge RJ, Khan H, Grallert H, Mahajan A, Prokopenko I, Kang HM, Dina C, Esko T, Fraser RM, Kanoni S, Kumar A, Lagou V, Langenberg C, Luan J, Lindgren CM, Müller-Nurasyid M, Pechlivanis S, Rayner NW, Scott LJ, Wiltshire S, Yengo L, Kinnunen L, Rossin EJ, Raychaudhuri S, The DIAbetes Genetics Replication And Meta-analysis (DIAGRAM) Consortium, et al: Large-scale association analysis provides insights into the genetic architecture and pathophysiology of type 2 diabetes. Nat Genet. 2012, 10.1038/ng.2383. in press.
24.
go back to reference Meyre D: Is FTO a type 2 diabetes susceptibility gene?. Diabetologia. 2012, 55: 873-876. 10.1007/s00125-012-2478-4.CrossRefPubMed Meyre D: Is FTO a type 2 diabetes susceptibility gene?. Diabetologia. 2012, 55: 873-876. 10.1007/s00125-012-2478-4.CrossRefPubMed
25.
go back to reference Thomsen M, Dahl M, Tybjærg-Hansen A, Nordestgaard BG: β2-adrenergic receptor Thr164Ile polymorphism, obesity, and diabetes: comparison with FTO, MC4R, and TMEM18 polymorphisms in more than 64,000 individuals. J Clin Endocrinol Metab. 2012, 97: E1074-E1079. 10.1210/jc.2011-3282.CrossRefPubMed Thomsen M, Dahl M, Tybjærg-Hansen A, Nordestgaard BG: β2-adrenergic receptor Thr164Ile polymorphism, obesity, and diabetes: comparison with FTO, MC4R, and TMEM18 polymorphisms in more than 64,000 individuals. J Clin Endocrinol Metab. 2012, 97: E1074-E1079. 10.1210/jc.2011-3282.CrossRefPubMed
26.
go back to reference Ng MC, Tam CH, So WY, Ho JS, Chan AW, Lee HM, Wang Y, Lam VK, Chan JC, Ma RC: Implication of genetic variants near NEGR1, SEC16B, TMEM18, ETV5/DGKG, GNPDA2, LIN7C/BDNF, MTCH2, BCDIN3D/FAIM2, SH2B1, FTO, MC4R, and KCTD15 with obesity and type 2 diabetes in 7705 Chinese. J Clin Endocrinol Metab. 2010, 95: 2418-2425. 10.1210/jc.2009-2077.CrossRefPubMed Ng MC, Tam CH, So WY, Ho JS, Chan AW, Lee HM, Wang Y, Lam VK, Chan JC, Ma RC: Implication of genetic variants near NEGR1, SEC16B, TMEM18, ETV5/DGKG, GNPDA2, LIN7C/BDNF, MTCH2, BCDIN3D/FAIM2, SH2B1, FTO, MC4R, and KCTD15 with obesity and type 2 diabetes in 7705 Chinese. J Clin Endocrinol Metab. 2010, 95: 2418-2425. 10.1210/jc.2009-2077.CrossRefPubMed
27.
go back to reference Tan JT, Dorajoo R, Seielstad M, Sim XL, Ong RT, Chia KS, Wong TY, Saw SM, Chew SK, Aung T, Tai ES: FTO variants are associated with obesity in the Chinese and Malay populations in Singapore. Diabetes. 2008, 57: 2851-2857. 10.2337/db08-0214.PubMedCentralCrossRefPubMed Tan JT, Dorajoo R, Seielstad M, Sim XL, Ong RT, Chia KS, Wong TY, Saw SM, Chew SK, Aung T, Tai ES: FTO variants are associated with obesity in the Chinese and Malay populations in Singapore. Diabetes. 2008, 57: 2851-2857. 10.2337/db08-0214.PubMedCentralCrossRefPubMed
28.
go back to reference Chauhan G, Tabassum R, Mahajan A, Dwivedi OP, Mahendran Y, Kaur I, Nigam S, Dubey H, Varma B, Madhu SV, Mathur SK, Ghosh S, Tandon N, Bharadwaj D: Common variants of FTO and the risk of obesity and type 2 diabetes in Indians. J Hum Genet. 2011, 56: 720-726. 10.1038/jhg.2011.87.CrossRefPubMed Chauhan G, Tabassum R, Mahajan A, Dwivedi OP, Mahendran Y, Kaur I, Nigam S, Dubey H, Varma B, Madhu SV, Mathur SK, Ghosh S, Tandon N, Bharadwaj D: Common variants of FTO and the risk of obesity and type 2 diabetes in Indians. J Hum Genet. 2011, 56: 720-726. 10.1038/jhg.2011.87.CrossRefPubMed
29.
go back to reference Xi B, Mi J: FTO polymorphisms are associated with obesity but not with diabetes in East Asian populations: a meta-analysis. Biomed Environ Sci. 2009, 22: 449-457. 10.1016/S0895-3988(10)60001-3.CrossRefPubMed Xi B, Mi J: FTO polymorphisms are associated with obesity but not with diabetes in East Asian populations: a meta-analysis. Biomed Environ Sci. 2009, 22: 449-457. 10.1016/S0895-3988(10)60001-3.CrossRefPubMed
30.
go back to reference Lee YH, Kang ES, Kim SH, Han SJ, Kim CH, Kim HJ, Ahn CW, Cha BS, Nam M, Nam CM, Lee HC: Association between polymorphisms in SLC30A8, HHEX, CDKN2A/B, IGF2BP2, FTO, WFS1, CDKAL1, KCNQ1 and type 2 diabetes in the Korean population. J Hum Genet. 2008, 53: 991-998. 10.1007/s10038-008-0341-8.CrossRefPubMed Lee YH, Kang ES, Kim SH, Han SJ, Kim CH, Kim HJ, Ahn CW, Cha BS, Nam M, Nam CM, Lee HC: Association between polymorphisms in SLC30A8, HHEX, CDKN2A/B, IGF2BP2, FTO, WFS1, CDKAL1, KCNQ1 and type 2 diabetes in the Korean population. J Hum Genet. 2008, 53: 991-998. 10.1007/s10038-008-0341-8.CrossRefPubMed
31.
go back to reference Zobel DP, Andreasen CH, Grarup N, Eiberg H, Sørensen TI, Sandbaek A, Lauritzen T, Borch-Johnsen K, Jørgensen T, Pedersen O, Hansen T: Variants near MC4R are associated with obesity and influence obesity-related quantitative traits in a population of middle-aged people: studies of 14,940 Danes. Diabetes. 2009, 58: 757-764.PubMedCentralCrossRefPubMed Zobel DP, Andreasen CH, Grarup N, Eiberg H, Sørensen TI, Sandbaek A, Lauritzen T, Borch-Johnsen K, Jørgensen T, Pedersen O, Hansen T: Variants near MC4R are associated with obesity and influence obesity-related quantitative traits in a population of middle-aged people: studies of 14,940 Danes. Diabetes. 2009, 58: 757-764.PubMedCentralCrossRefPubMed
32.
go back to reference Church C, Moir L, McMurray F, Girard C, Banks GT, Teboul L, Wells S, Brüning JC, Nolan PM, Ashcroft FM, Cox RD: Overexpression of Fto leads to increased food intake and results in obesity. Nat Genet. 2010, 42: 1086-1092. 10.1038/ng.713.PubMedCentralCrossRefPubMed Church C, Moir L, McMurray F, Girard C, Banks GT, Teboul L, Wells S, Brüning JC, Nolan PM, Ashcroft FM, Cox RD: Overexpression of Fto leads to increased food intake and results in obesity. Nat Genet. 2010, 42: 1086-1092. 10.1038/ng.713.PubMedCentralCrossRefPubMed
33.
go back to reference Butler AA, Cone RD: Knockout studies defining different roles for melanocortin receptors in energy homeostasis. Ann N Y Acad Sci. 2003, 994: 240-245. 10.1111/j.1749-6632.2003.tb03186.x.CrossRefPubMed Butler AA, Cone RD: Knockout studies defining different roles for melanocortin receptors in energy homeostasis. Ann N Y Acad Sci. 2003, 994: 240-245. 10.1111/j.1749-6632.2003.tb03186.x.CrossRefPubMed
34.
go back to reference de Koning L, Chiuve SE, Fung TT, Willett WC, Rimm EB, Hu FB: Diet-quality scores and the risk of type 2 diabetes in men. Diabetes Care. 2011, 34: 1150-1156. 10.2337/dc10-2352.PubMedCentralCrossRefPubMed de Koning L, Chiuve SE, Fung TT, Willett WC, Rimm EB, Hu FB: Diet-quality scores and the risk of type 2 diabetes in men. Diabetes Care. 2011, 34: 1150-1156. 10.2337/dc10-2352.PubMedCentralCrossRefPubMed
35.
go back to reference Muñoz-Pareja M, León-Muñoz LM, Guallar-Castillón P, Graciani A, López-García E, Banegas JR, Rodríguez-Artalejo F: The diet of diabetic patients in Spain in 2008–2010: accordance with the main dietary recommendations–a cross-sectional study. PLoS One. 2012, 7: e39454-10.1371/journal.pone.0039454.PubMedCentralCrossRefPubMed Muñoz-Pareja M, León-Muñoz LM, Guallar-Castillón P, Graciani A, López-García E, Banegas JR, Rodríguez-Artalejo F: The diet of diabetic patients in Spain in 2008–2010: accordance with the main dietary recommendations–a cross-sectional study. PLoS One. 2012, 7: e39454-10.1371/journal.pone.0039454.PubMedCentralCrossRefPubMed
36.
go back to reference Salas-Salvadó J, Martinez-González MÁ, Bulló M, Ros E: The role of diet in the prevention of type 2 diabetes. Nutr Metab Cardiovasc Dis. 2011, 21: B32-B48.CrossRefPubMed Salas-Salvadó J, Martinez-González MÁ, Bulló M, Ros E: The role of diet in the prevention of type 2 diabetes. Nutr Metab Cardiovasc Dis. 2011, 21: B32-B48.CrossRefPubMed
37.
go back to reference Salas-Salvadó J, Bulló M, Babio N, Martínez-González MÁ, Ibarrola-Jurado N, Basora J, Estruch R, Covas MI, Corella D, Arós F, Ruiz-Gutiérrez V, Ros E, PREDIMED Study Investigators: Reduction in the incidence of type 2 diabetes with the Mediterranean diet: results of the PREDIMED-Reus nutrition intervention randomized trial. Diabetes Care. 2011, 34: 14-19. 10.2337/dc10-1288.PubMedCentralCrossRefPubMed Salas-Salvadó J, Bulló M, Babio N, Martínez-González MÁ, Ibarrola-Jurado N, Basora J, Estruch R, Covas MI, Corella D, Arós F, Ruiz-Gutiérrez V, Ros E, PREDIMED Study Investigators: Reduction in the incidence of type 2 diabetes with the Mediterranean diet: results of the PREDIMED-Reus nutrition intervention randomized trial. Diabetes Care. 2011, 34: 14-19. 10.2337/dc10-1288.PubMedCentralCrossRefPubMed
38.
go back to reference Romaguera D, Guevara M, Norat T, Lagenberg C, Forouhi NG, Sharp S, Slimani N, Schulze MB, Buijsse B, Buckland G, Molina-Montes E, Sánchez MJ, Moreno-Iribas MC, Bendinelli B, Grioni S, van der Schouw YT, Arriola L, Beulens JW, Boeing H, Clavel-Chapelon F, Cottet V, Crowe FL, de Lauzon-Guillan B, Franks PW, Gonzalez C, Hallmans G, Kaaks R, Key TJ, Khaw K, InterAct Consortium, et al: editerranean diet and type 2 diabetes risk in the European Prospective Investigation into Cancer and Nutrition (EPIC) study: the InterAct project. Diabetes Care. 2011, 34: 1913-1918.CrossRefPubMed Romaguera D, Guevara M, Norat T, Lagenberg C, Forouhi NG, Sharp S, Slimani N, Schulze MB, Buijsse B, Buckland G, Molina-Montes E, Sánchez MJ, Moreno-Iribas MC, Bendinelli B, Grioni S, van der Schouw YT, Arriola L, Beulens JW, Boeing H, Clavel-Chapelon F, Cottet V, Crowe FL, de Lauzon-Guillan B, Franks PW, Gonzalez C, Hallmans G, Kaaks R, Key TJ, Khaw K, InterAct Consortium, et al: editerranean diet and type 2 diabetes risk in the European Prospective Investigation into Cancer and Nutrition (EPIC) study: the InterAct project. Diabetes Care. 2011, 34: 1913-1918.CrossRefPubMed
39.
go back to reference Serra-Majem L, Bes-Rastrollo M, Román-Viñas B, Pfrimer K, Sánchez-Villegas A, Martínez-González MA: Dietary patterns and nutritional adequacy in a Mediterranean country. Br J Nutr. 2009, 101 (Suppl 2): S21-S28.CrossRefPubMed Serra-Majem L, Bes-Rastrollo M, Román-Viñas B, Pfrimer K, Sánchez-Villegas A, Martínez-González MA: Dietary patterns and nutritional adequacy in a Mediterranean country. Br J Nutr. 2009, 101 (Suppl 2): S21-S28.CrossRefPubMed
40.
go back to reference Crider KS, Yang TP, Berry RJ, Bailey LB: Folate and DNA methylation: a review of molecular mechanisms and the evidence for folate’s role. Adv Nutr. 2012, 3: 21-38.PubMedCentralCrossRefPubMed Crider KS, Yang TP, Berry RJ, Bailey LB: Folate and DNA methylation: a review of molecular mechanisms and the evidence for folate’s role. Adv Nutr. 2012, 3: 21-38.PubMedCentralCrossRefPubMed
41.
go back to reference Volkmar M, Dedeurwaerder S, Cunha DA, Ndlovu MN, Defrance M, Deplus R, Calonne E, Volkmar U, Igoillo-Esteve M, Naamane N, Del Guerra S, Masini M, Bugliani M, Marchetti P, Cnop M, Eizirik DL, Fuks F: DNA methylation profiling identifies epigenetic dysregulation in pancreatic islets from type 2 diabetic patients. EMBO J. 2012, 31: 1405-1426. 10.1038/emboj.2011.503.PubMedCentralCrossRefPubMed Volkmar M, Dedeurwaerder S, Cunha DA, Ndlovu MN, Defrance M, Deplus R, Calonne E, Volkmar U, Igoillo-Esteve M, Naamane N, Del Guerra S, Masini M, Bugliani M, Marchetti P, Cnop M, Eizirik DL, Fuks F: DNA methylation profiling identifies epigenetic dysregulation in pancreatic islets from type 2 diabetic patients. EMBO J. 2012, 31: 1405-1426. 10.1038/emboj.2011.503.PubMedCentralCrossRefPubMed
42.
go back to reference Bell CG, Finer S, Lindgren CM, Wilson GA, Rakyan VK, Teschendorff AE, Akan P, Stupka E, Down TA, Prokopenko I, Morison IM, Mill J, Pidsley R, Deloukas P, Frayling TM, Hattersley AT, McCarthy MI, Beck S, Hitman GA, International Type 2 Diabetes 1q Consortium: Integrated genetic and epigenetic analysis identifies haplotype-specific methylation in the FTO type 2 diabetes and obesity susceptibility locus. PLoS One. 2010, 18 (11): e14040-5.CrossRef Bell CG, Finer S, Lindgren CM, Wilson GA, Rakyan VK, Teschendorff AE, Akan P, Stupka E, Down TA, Prokopenko I, Morison IM, Mill J, Pidsley R, Deloukas P, Frayling TM, Hattersley AT, McCarthy MI, Beck S, Hitman GA, International Type 2 Diabetes 1q Consortium: Integrated genetic and epigenetic analysis identifies haplotype-specific methylation in the FTO type 2 diabetes and obesity susceptibility locus. PLoS One. 2010, 18 (11): e14040-5.CrossRef
43.
go back to reference Widiker S, Karst S, Wagener A, Brockmann GA: High-fat diet leads to a decreased methylation of the Mc4r gene in the obese BFMI and the lean B6 mouse lines. J Appl Genet. 2010, 51: 193-197. 10.1007/BF03195727.CrossRefPubMed Widiker S, Karst S, Wagener A, Brockmann GA: High-fat diet leads to a decreased methylation of the Mc4r gene in the obese BFMI and the lean B6 mouse lines. J Appl Genet. 2010, 51: 193-197. 10.1007/BF03195727.CrossRefPubMed
44.
go back to reference Estruch R, Martínez-González MA, Corella D, Salas-Salvadó J, Ruiz-Gutiérrez V, Covas MI, Fiol M, Gómez-Gracia E, López-Sabater MC, Vinyoles E, Arós F, Conde M, Lahoz C, Lapetra J, Sáez G, Ros E, PREDIMED Study Investigators: Effects of a Mediterranean-style diet on cardiovascular risk factors: a randomized trial. Ann Intern Med. 2006, 145: 1-11.CrossRefPubMed Estruch R, Martínez-González MA, Corella D, Salas-Salvadó J, Ruiz-Gutiérrez V, Covas MI, Fiol M, Gómez-Gracia E, López-Sabater MC, Vinyoles E, Arós F, Conde M, Lahoz C, Lapetra J, Sáez G, Ros E, PREDIMED Study Investigators: Effects of a Mediterranean-style diet on cardiovascular risk factors: a randomized trial. Ann Intern Med. 2006, 145: 1-11.CrossRefPubMed
45.
go back to reference Martínez-González MA, Corella D, Salas-Salvadó J, Ros E, Covas MI, Fiol M, Wärnberg J, Arós F, Ruíz-Gutiérrez V, Lamuela-Raventós RM, Lapetra J, Muñoz MA, Martínez JA, Sáez G, Serra-Majem L, Pintó X, Mitjavila MT, Tur JA, Portillo MD, Estruch R, for the PREDIMED Study Investigators: Cohort Profile: Design and methods of the PREDIMED study. Int J Epidemiol. 2012, 41: 377-385. 10.1093/ije/dyq250.CrossRefPubMed Martínez-González MA, Corella D, Salas-Salvadó J, Ros E, Covas MI, Fiol M, Wärnberg J, Arós F, Ruíz-Gutiérrez V, Lamuela-Raventós RM, Lapetra J, Muñoz MA, Martínez JA, Sáez G, Serra-Majem L, Pintó X, Mitjavila MT, Tur JA, Portillo MD, Estruch R, for the PREDIMED Study Investigators: Cohort Profile: Design and methods of the PREDIMED study. Int J Epidemiol. 2012, 41: 377-385. 10.1093/ije/dyq250.CrossRefPubMed
46.
go back to reference American Diabetes Association: Diagnosis and classification of diabetes mellitus. Diabetes Care. 2008, 31: S55-S60.CrossRef American Diabetes Association: Diagnosis and classification of diabetes mellitus. Diabetes Care. 2008, 31: S55-S60.CrossRef
47.
go back to reference Schröder H, Fitó M, Estruch R, Martínez-González MA, Corella D, Salas-Salvadó J, Lamuela-Raventós R, Ros E, Salaverría I, Fiol M, Lapetra J, Vinyoles E, Gómez-Gracia E, Lahoz C, Serra-Majem L, Pintó X, Ruiz-Gutierrez V, Covas MI: A short screener is valid for assessing Mediterranean diet adherence among older Spanish men and women. J Nutr. 2011, 141: 1140-1145. 10.3945/jn.110.135566.CrossRefPubMed Schröder H, Fitó M, Estruch R, Martínez-González MA, Corella D, Salas-Salvadó J, Lamuela-Raventós R, Ros E, Salaverría I, Fiol M, Lapetra J, Vinyoles E, Gómez-Gracia E, Lahoz C, Serra-Majem L, Pintó X, Ruiz-Gutierrez V, Covas MI: A short screener is valid for assessing Mediterranean diet adherence among older Spanish men and women. J Nutr. 2011, 141: 1140-1145. 10.3945/jn.110.135566.CrossRefPubMed
48.
go back to reference Martínez-González MA, García-Arellano A, Toledo E, Salas-Salvadó J, Buil-Cosiales P, Corella D, Covas MI, Schröder H, Arós F, Gómez-Gracia E, Fiol M, Ruiz-Gutiérrez V, Lapetra J, Lamuela-Raventos RM, Serra-Majem L, Pintó X, Muñoz MA, Wärnberg J, Ros E, Estruch R, PREDIMED Study Investigators: A 14-item Mediterranean diet assessment tool and obesity indexes among high-risk subjects: the PREDIMED trial. PLoS One. 2012, 7: e43134-10.1371/journal.pone.0043134.PubMedCentralCrossRefPubMed Martínez-González MA, García-Arellano A, Toledo E, Salas-Salvadó J, Buil-Cosiales P, Corella D, Covas MI, Schröder H, Arós F, Gómez-Gracia E, Fiol M, Ruiz-Gutiérrez V, Lapetra J, Lamuela-Raventos RM, Serra-Majem L, Pintó X, Muñoz MA, Wärnberg J, Ros E, Estruch R, PREDIMED Study Investigators: A 14-item Mediterranean diet assessment tool and obesity indexes among high-risk subjects: the PREDIMED trial. PLoS One. 2012, 7: e43134-10.1371/journal.pone.0043134.PubMedCentralCrossRefPubMed
49.
go back to reference Fernández-Ballart JD, Piñol JL, Zazpe I, Corella D, Carrasco P, Toledo E, Perez-Bauer M, Martínez-González MA, Salas-Salvadó J, Martín-Moreno JM: Relative validity of a semi-quantitative food-frequency questionnaire in an elderly Mediterranean population of Spain. Br J Nutr. 2010, 103: 1808-1816. 10.1017/S0007114509993837.CrossRefPubMed Fernández-Ballart JD, Piñol JL, Zazpe I, Corella D, Carrasco P, Toledo E, Perez-Bauer M, Martínez-González MA, Salas-Salvadó J, Martín-Moreno JM: Relative validity of a semi-quantitative food-frequency questionnaire in an elderly Mediterranean population of Spain. Br J Nutr. 2010, 103: 1808-1816. 10.1017/S0007114509993837.CrossRefPubMed
50.
go back to reference Mataix J: Tabla de composición de alimentos (Food composition tables). 2003, Spain: Universidad de Granada, Granada, 4 Mataix J: Tabla de composición de alimentos (Food composition tables). 2003, Spain: Universidad de Granada, Granada, 4
51.
go back to reference Elosua R, Garcia M, Aguilar A, Molina L, Covas MI, Marrugat J, On behalf of investigators of the MARATDON Group: Validation of the Minnesota Leisure time physical activity questionnaire in Spanish women. Med Sci Sports Exerc. 2000, 32: 1431-1437. 10.1097/00005768-200008000-00011.CrossRefPubMed Elosua R, Garcia M, Aguilar A, Molina L, Covas MI, Marrugat J, On behalf of investigators of the MARATDON Group: Validation of the Minnesota Leisure time physical activity questionnaire in Spanish women. Med Sci Sports Exerc. 2000, 32: 1431-1437. 10.1097/00005768-200008000-00011.CrossRefPubMed
52.
go back to reference Lappalainen T, Lindström J, Paananen J, Eriksson JG, Karhunen L, Tuomilehto J, Uusitupa M: Association of the fat mass and obesity-associated (FTO) gene variant (rs9939609) with dietary intake in the Finnish Diabetes Prevention Study. Br J Nutr. 2012, 23: 1-7.CrossRef Lappalainen T, Lindström J, Paananen J, Eriksson JG, Karhunen L, Tuomilehto J, Uusitupa M: Association of the fat mass and obesity-associated (FTO) gene variant (rs9939609) with dietary intake in the Finnish Diabetes Prevention Study. Br J Nutr. 2012, 23: 1-7.CrossRef
53.
go back to reference Ahmad T, Lee IM, Paré G, Chasman DI, Rose L, Ridker PM, Mora S: Lifestyle interaction with fat mass and obesity-associated (FTO) genotype and risk of obesity in apparently healthy U.S. women. Diabetes Care. 2011, 34: 675-680. 10.2337/dc10-0948.PubMedCentralCrossRefPubMed Ahmad T, Lee IM, Paré G, Chasman DI, Rose L, Ridker PM, Mora S: Lifestyle interaction with fat mass and obesity-associated (FTO) genotype and risk of obesity in apparently healthy U.S. women. Diabetes Care. 2011, 34: 675-680. 10.2337/dc10-0948.PubMedCentralCrossRefPubMed
54.
go back to reference Sánchez-Taínta A, Estruch R, Bulló M, Corella D, Gómez-Gracia E, Fiol M, Algorta J, Covas MI, Lapetra J, Zazpe I, Ruiz-Gutiérrez V, Ros E, Martínez-González MA, PREDIMED group: Adherence to a Mediterranean-type diet and reduced prevalence of clustered cardiovascular risk factors in a cohort of 3,204 high-risk patients. Eur J Cardiovasc Prev Rehabil. 2008, 15: 589-593. 10.1097/HJR.0b013e328308ba61.CrossRefPubMed Sánchez-Taínta A, Estruch R, Bulló M, Corella D, Gómez-Gracia E, Fiol M, Algorta J, Covas MI, Lapetra J, Zazpe I, Ruiz-Gutiérrez V, Ros E, Martínez-González MA, PREDIMED group: Adherence to a Mediterranean-type diet and reduced prevalence of clustered cardiovascular risk factors in a cohort of 3,204 high-risk patients. Eur J Cardiovasc Prev Rehabil. 2008, 15: 589-593. 10.1097/HJR.0b013e328308ba61.CrossRefPubMed
55.
go back to reference Ling Y, Li X, Gu Q, Chen H, Lu D, Gao X: A common polymorphism rs3781637 in MTNR1B is associated with type 2 diabetes and lipids levels in Han Chinese individuals. Cardiovasc Diabetol. 2011, 10: 27-10.1186/1475-2840-10-27.PubMedCentralCrossRefPubMed Ling Y, Li X, Gu Q, Chen H, Lu D, Gao X: A common polymorphism rs3781637 in MTNR1B is associated with type 2 diabetes and lipids levels in Han Chinese individuals. Cardiovasc Diabetol. 2011, 10: 27-10.1186/1475-2840-10-27.PubMedCentralCrossRefPubMed
56.
go back to reference Oktavianthi S, Trimarsanto H, Febinia CA, Suastika K, Saraswati MR, Dwipayana P, Arindrarto W, Sudoyo H, Malik SG: Uncoupling protein 2 gene polymorphisms are associated with obesity. Cardiovasc Diabetol. 2012, 11: 41-10.1186/1475-2840-11-41.PubMedCentralCrossRefPubMed Oktavianthi S, Trimarsanto H, Febinia CA, Suastika K, Saraswati MR, Dwipayana P, Arindrarto W, Sudoyo H, Malik SG: Uncoupling protein 2 gene polymorphisms are associated with obesity. Cardiovasc Diabetol. 2012, 11: 41-10.1186/1475-2840-11-41.PubMedCentralCrossRefPubMed
57.
go back to reference Hotta K, Kitamoto A, Kitamoto T, Mizusawa S, Teranishi H, So R, Matsuo T, Nakata Y, Hyogo H, Ochi H, Nakamura T, Kamohara S, Miyatake N, Kotani K, Komatsu R, Itoh N, Mineo I, Wada J, Yoneda M, Nakajima A, Funahashi T, Miyazaki S, Tokunaga K, Masuzaki H, Ueno T, Chayama K, Hamaguchi K, Yamada K, Hanafusa T, Oikawa S, Yoshimatsu H, et al: Association between type 2 diabetes genetic susceptibility loci and visceral and subcutaneous fat area as determined by computed tomography. J Hum Genet. 2012, 57: 305-310. 10.1038/jhg.2012.21.CrossRefPubMed Hotta K, Kitamoto A, Kitamoto T, Mizusawa S, Teranishi H, So R, Matsuo T, Nakata Y, Hyogo H, Ochi H, Nakamura T, Kamohara S, Miyatake N, Kotani K, Komatsu R, Itoh N, Mineo I, Wada J, Yoneda M, Nakajima A, Funahashi T, Miyazaki S, Tokunaga K, Masuzaki H, Ueno T, Chayama K, Hamaguchi K, Yamada K, Hanafusa T, Oikawa S, Yoshimatsu H, et al: Association between type 2 diabetes genetic susceptibility loci and visceral and subcutaneous fat area as determined by computed tomography. J Hum Genet. 2012, 57: 305-310. 10.1038/jhg.2012.21.CrossRefPubMed
58.
go back to reference Siitonen N, Pulkkinen L, Lindström J, Kolehmainen M, Schwab U, Eriksson JG, Ilanne-Parikka P, Keinänen-Kiukaanniemi S, Tuomilehto J, Uusitupa M: Association of ADIPOR2 gene variants with cardiovascular disease and type 2 diabetes risk in individuals with impaired glucose tolerance: the Finnish Diabetes Prevention Study. Cardiovasc Diabetol. 2011, 10: 83-10.1186/1475-2840-10-83.PubMedCentralCrossRefPubMed Siitonen N, Pulkkinen L, Lindström J, Kolehmainen M, Schwab U, Eriksson JG, Ilanne-Parikka P, Keinänen-Kiukaanniemi S, Tuomilehto J, Uusitupa M: Association of ADIPOR2 gene variants with cardiovascular disease and type 2 diabetes risk in individuals with impaired glucose tolerance: the Finnish Diabetes Prevention Study. Cardiovasc Diabetol. 2011, 10: 83-10.1186/1475-2840-10-83.PubMedCentralCrossRefPubMed
59.
go back to reference Zhao J, Goldberg J, Bremner JD, Vaccarino V: Global DNA methylation is associated with insulin resistance: a monozygotic twin study. Diabetes. 2012, 61: 542-546. 10.2337/db11-1048.PubMedCentralCrossRefPubMed Zhao J, Goldberg J, Bremner JD, Vaccarino V: Global DNA methylation is associated with insulin resistance: a monozygotic twin study. Diabetes. 2012, 61: 542-546. 10.2337/db11-1048.PubMedCentralCrossRefPubMed
60.
go back to reference Toperoff G, Aran D, Kark JD, Rosenberg M, Dubnikov T, Nissan B, Wainstein J, Friedlander Y, Levy-Lahad E, Glaser B, Hellman A: Genome-wide survey reveals predisposing diabetes type 2-related DNA methylation variations in human peripheral blood. Hum Mol Genet. 2012, 21: 371-383. 10.1093/hmg/ddr472.PubMedCentralCrossRefPubMed Toperoff G, Aran D, Kark JD, Rosenberg M, Dubnikov T, Nissan B, Wainstein J, Friedlander Y, Levy-Lahad E, Glaser B, Hellman A: Genome-wide survey reveals predisposing diabetes type 2-related DNA methylation variations in human peripheral blood. Hum Mol Genet. 2012, 21: 371-383. 10.1093/hmg/ddr472.PubMedCentralCrossRefPubMed
61.
go back to reference Almén MS, Jacobsson JA, Moschonis G, Benedict C, Chrousos GP, Fredriksson R, Schiöth HB: Genome wide analysis reveals association of a FTO gene variant with epigenetic changes. Genomics. 2012, 99: 132-137. 10.1016/j.ygeno.2011.12.007.CrossRefPubMed Almén MS, Jacobsson JA, Moschonis G, Benedict C, Chrousos GP, Fredriksson R, Schiöth HB: Genome wide analysis reveals association of a FTO gene variant with epigenetic changes. Genomics. 2012, 99: 132-137. 10.1016/j.ygeno.2011.12.007.CrossRefPubMed
62.
go back to reference Sudchada P, Saokaew S, Sridetch S, Incampa S, Jaiyen S, Khaithong W: Effect of folic acid supplementation on plasma total homocysteine levels and glycemic control in patients with type 2 diabetes: A systematic review and meta-analysis. Diabetes Res Clin Pract. 2012, in press (PMID: 22727498). Sudchada P, Saokaew S, Sridetch S, Incampa S, Jaiyen S, Khaithong W: Effect of folic acid supplementation on plasma total homocysteine levels and glycemic control in patients with type 2 diabetes: A systematic review and meta-analysis. Diabetes Res Clin Pract. 2012, in press (PMID: 22727498).
Metadata
Title
Associations of the FTO rs9939609 and the MC4R rs17782313 polymorphisms with type 2 diabetes are modulated by diet, being higher when adherence to the Mediterranean diet pattern is low
Authors
Carolina Ortega-Azorín
Jose V Sorlí
Eva M Asensio
Oscar Coltell
Miguel Ángel Martínez-González
Jordi Salas-Salvadó
Maria-Isabel Covas
Fernando Arós
José Lapetra
Lluís Serra-Majem
Enrique Gómez-Gracia
Miquel Fiol
Guillermo Sáez-Tormo
Xavier Pintó
Miguel Angel Muñoz
Emilio Ros
Jose M Ordovás
Ramon Estruch
Dolores Corella
Publication date
01-12-2012
Publisher
BioMed Central
Published in
Cardiovascular Diabetology / Issue 1/2012
Electronic ISSN: 1475-2840
DOI
https://doi.org/10.1186/1475-2840-11-137

Other articles of this Issue 1/2012

Cardiovascular Diabetology 1/2012 Go to the issue