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Lipids and cardiovascular/metabolic health

Fast food consumption and the risk of metabolic syndrome after 3-years of follow-up: Tehran Lipid and Glucose Study

Abstract

Background:

There are growing concern globally regarding fast food consumption and its related cardiometabolic outcomes. In this study we investigated whether fast food consumption could affect the occurrence of metabolic syndrome (MetS) after 3-years of follow-up in adults.

Methods:

This longitudinal study was conducted in the framework of Tehran Lipid and Glucose Study on 1476 adults, aged 19–70 y. The usual intakes of participants were measured using a validated semi-quantitative food frequency questionnaire at baseline. Biochemical and anthropometric measurements were assessed at baseline (2006–2008) and 3 years later (2009–2011). Multiple logistic regression models were used to estimate the occurrence of the MetS in each quartile of fast food consumption.

Results:

The mean age of participants was 37.8±12.3 y, and mean BMI was 26.0±4.5 kg/m2 at baseline. Participants in the highest quartile of fast food consumption were younger (33.7 vs 43.4 years, P<0.01). Higher consumption of fast food was accompanied with more increase in serum triglyceride levels and triglyceride to HDL-C ratio after the 3-year follow-up. After adjustment for all potential confounding variables, the risk of metabolic syndrome, in the highest quartile of fast foods compared with the lowest, was 1.85 (95% CI=1.17–2.95). The effects of fast food consumption on the occurrence of MetS were more pronounced in younger adults (<30 years), and participants who had greater wait to hip ratio, consumed less phytochemical-rich foods or had low-fiber diet (P<0.05).

Conclusion:

We demonstrated that higher consumption of fast foods had undesirable effects on metabolic syndrome after 3-years of follow-up in Iranian adults.

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References

  1. Alberti KG, Zimmet P, Shaw J, IDF Epidemiology Task Force Consensus Group. The metabolic syndrome—a new worldwide definition. Lancet 2005; 366: 1059–1062.

    Article  Google Scholar 

  2. Zarich SW . Metabolic syndrome, diabetes and cardiovascular events: current controversies and recommendations. Minerva Cardioangiol 2006; 54: 195–214.

    CAS  PubMed  Google Scholar 

  3. Boutayeb A, Boutayeb S . The burden of non communicable diseases in developing countries. Int J Equity Health 2005; 4: 2–9.

    Article  Google Scholar 

  4. Popkin BM, Adair LS, Ng SW . Global nutrition transition and the pandemic of obesity in developing countries. Nutr Rev 2012; 70: 3–21.

    Article  Google Scholar 

  5. Rudolph TK, Ruempler K, Schwedhelm E, Tan-Andresen J, Riederer U, Böger RH et al. Acute effects of various fast-food meals on vascular function and cardiovascular disease risk markers: the Hamburg Burger Trial. Am J Clin Nutr 2007; 86: 334–340.

    Article  CAS  Google Scholar 

  6. Pereira MA, Kartashov AI, Ebbeling CB, Van Horn L, Slattery ML, Jacobs DR Jr. . Fast-food habits, weight gain, and insulin resistance (the CARDIA study): 15-year prospective analysis. Lancet 2005; 365: 36–42.

    Article  Google Scholar 

  7. Duffey KJ, Gordon-Larsen P, Steffen LM, Jacobs DR Jr, Popkin BM . Regular consumption from fast food establishments relative to other restaurants is differentially associated with metabolic outcomes in young adults. J Nutr 2009; 139: 2113–2118.

    Article  CAS  Google Scholar 

  8. Alter DA, Eny K . The relationship between the supply of fast-food chains and cardiovascular outcomes. Can J Public Health 2005; 96: 173–177.

    PubMed  Google Scholar 

  9. Niemeier HM, Raynor HA, Lloyd-Richardson EE, Rogers ML, Wing RR . Fast food consumption and breakfast skipping: predictors of weight gain from adolescence to adulthood in a nationally representative sample. J Adolesc Health 2006; 39: 842–849.

    Article  Google Scholar 

  10. Schröder H, Fïto M, Covas MI . Association of fast food consumption with energy intake, diet quality, body mass index and the risk of obesity in a representative Mediterranean population. Br J Nutr 2007; 98: 1274–1280.

    Article  Google Scholar 

  11. Stender S, Dyerberg J, Astrup A . High levels of industrially produced trans fat in popular fast foods. N Engl J Med 2006; 354: 1650–1652.

    Article  CAS  Google Scholar 

  12. Bahadoran Z, Mirmiran P, Golzarand M, Hosseini-Esfahani F, Azizi F . Fast food consumption in Iranian adults; dietary intake and cardiovascular risk factors: Tehran Lipid and Glucose Study. Arch Iran Med 2012; 15: 346–351.

    CAS  PubMed  Google Scholar 

  13. Azizi F, Rahmani M, Emami H, Madjid M . Cardiovascular risk factors in an Iranian urban population: Tehran Lipid and Glucose Study. J Sco Prev Med 2002; 47: 408–426.

    Article  Google Scholar 

  14. Hosseini F, Jesri M, Mirmiran P, Bastan S, Azizi F . Adherence to dietary recommendations and risk of metabolic syndrome: Tehran Lipid and Glucose Study. Metabolism 2010; 59: 1833–1842.

    Article  Google Scholar 

  15. Grundy SM, Cleeman JI, Daniels SR, Donato KA, Eckel RH, Franklin BA et al. American Heart Association; National Heart, Lung, and Blood Institute: Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute scientific statement. Circulation 2005; 112: 2735–2752.

    Article  Google Scholar 

  16. Azizi F, Hadaegh F, Khalili D, Esteghamati A, Hosseinpanah F, Delavari A et al. Appropriate Definition of Metabolic Syndrome among Iranian Adults: Report of the Iranian National Committee of Obesity. Arch Iran Med 2010; 13: 426–428.

    PubMed  Google Scholar 

  17. Murguía-Romero M, Jiménez-Flores JR, Sigrist-Flores SC, Espinoza-Camacho MA, Jiménez-Morales M, Piña E et al. Plasma triglyceride/high-density lipoprotein cholesterol ratio, insulin resistance, and cardio-metabolic risk in young men and women. J Lipid Res 2013; 54: 2795–2799.

    Article  Google Scholar 

  18. Salazar MR, Carbajal HA, Espeche WG, Leiva Sisnieguez CE, March CE, Balbín E et al. Comparison of the abilities of the plasma triglyceride/high-density lipoprotein cholesterol ratio and the metabolic syndrome to identify insulin resistance. Diab Vasc Dis Res 2013; 10: 346–352.

    Article  Google Scholar 

  19. Mirmiran P, Esfahani FH, Mehrabi Y, Hedayati M, Azizi F . Reliability and relative validity of an FFQ for nutrients in the Tehran lipid and glucose study. Public Health Nutr 2010; 13: 654–662.

    Article  Google Scholar 

  20. Bahadoran Z, Golzarand M, Mirmiran P, Shiva N, Azizi F . Dietary total antioxidant capacity and the occurrence of metabolic syndrome and its components after a 3-year follow-up in adults: Tehran Lipid and Glucose Study. Nutr Metab (Lond) 2012; 9: 70.

    Article  CAS  Google Scholar 

  21. Bahadoran Z, Golzarand M, Mirmiran P, Amouzgar A, Azizi F . Association Between Dietary Phytochemical Index and Occurrence of Metabolic Syndrome and Its Risk Factors (Among Tehranian Adults): Tehran Lipid and Glucose Study. Iranian Journal of Endocrinology and Metabolism 2012; 14: 343–351.

    Google Scholar 

  22. Baron RM, Kenny DA . Moderator-mediator variables distinction in social psychological research: conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology 1986; 51: 1173–1182.

    Article  CAS  Google Scholar 

  23. Garcia G, Sunil TS, Hinojosa P . The fast food and obesity link: consumption patterns and severity of obesity. Obes Surg 2012; 22: 810–818.

    Article  Google Scholar 

  24. Mozaffarian D, Hao T, Rimm EB, Willett WC, Hu FB . Changes in diet and lifestyle and long-term weight gain in women and men. N Engl J Med 2011; 364: 2392–2404.

    Article  CAS  Google Scholar 

  25. Pereira MA, Kartashov AI, Ebbeling CB, Van Horn L, Slattery ML, Jacobs DR Jr et al. Fast-food habits, weight gain, and insulin resistance (the CARDIA study): 15-year prospective analysis. Lancet 2005; 365: 36–42.

    Article  Google Scholar 

  26. Odegaard AO, Koh WP, Yuan JM, Gross MD, Pereira MA . Western-style fast food intake and cardiometabolic risk in an Eastern country. Circulation 2012; 126: 182–188.

    Article  CAS  Google Scholar 

  27. Halton TL, Willett WC, Liu S, Manson JE, Stampfer MJ, Hu FB . Potato and French fry consumption and risk of type 2 diabetes in women. Am Clin Nutr 2006; 83: 284–290.

    Article  CAS  Google Scholar 

  28. Krishnan S, Coogan PF, Boggs DA, Rosenberg L, Palmer JR . Consumption of restaurant foods and incidence of type 2 diabetes in African American women. Am J Clin Nutr 2010; 91: 465–471.

    Article  CAS  Google Scholar 

  29. Micha R, Wallace SK, Mozaffarian D . Red and processed meat consumption and risk of incident coronary heart disease, stroke, and diabetes mellitus: a systematic review and meta-analysis. Circulation 2010; 121: 2271–2283.

    Article  Google Scholar 

  30. Babio N, Sorlí M, Bulló M, Basora J, Ibarrola-Jurado N, Fernández-Ballart J et al. Association between red meat consumption and metabolic syndrome in a Mediterranean population at high cardiovascular risk: cross-sectional and 1-year follow-up assessment. Nutr Metab Cardiovasc Dis 2012; 22: 200–207.

    Article  CAS  Google Scholar 

  31. Larson NI, Neumark-Sztainer DR, Story MT, Wall MM, Harnack LJ, Eisenberg ME . Fast food intake: longitudinal trends during the transition to young adulthood and correlates of intake. J Adolesc Health 2008; 43: 79–86.

    Article  Google Scholar 

  32. Schmidt M, Affenito SG, Striegel-Moore R, Khoury PR, Barton B, Crawford P . Fast-food intake and diet quality in black and white girls: the National Heart, Lung, and Blood Institute Growth and Health Study. Arch Pediatr Adolesc Med 2005; 159: 626–631.

    Article  Google Scholar 

  33. Paeratakul S, Ferdinand DP, Champagne CM, Ryan DH, Bray GA . Fast-food consumption among US adults and children: dietary and nutrient intake profile. J Am Diet Assoc 2003; 103: 1332–1338.

    Article  Google Scholar 

  34. Millen BE, Pencina MJ, Kimokoti RW, Zhu L, Meigs JB, Ordovas JM et al. Nutritional risk and the metabolic syndrome in women: opportunities for preventive intervention from the Framingham Nutrition Study. Am J Clin Nutr 2006; 84: 434–441.

    Article  CAS  Google Scholar 

  35. Prentice AM, Jebb SA . Fast foods, energy density and obesity: a possible mechanistic link. Obes Rev 2003; 4: 187–194.

    Article  CAS  Google Scholar 

  36. Wilks DC, Mander AP, Jebb SA, Thompson SG, Sharp SJ, Turner RM . Dietary energy density and adiposity: Employing bias adjustments in a meta-analysis of prospective studies. BMC Public Health 2011; 11: 48.

    Article  Google Scholar 

  37. Esmaillzadeh A, Azadbakht L . Dietary energy density and the metabolic syndrome among Iranian women. Eur J Clin Nutr 2011; 65: 598–605.

    Article  CAS  Google Scholar 

  38. Mendoza JA, Drewnowski A, Christakis DA . Dietary energy density is associated with obesity and the metabolic syndrome in US adults. Diabetes Care 2007; 30: 974–979.

    Article  Google Scholar 

  39. Devaraj S, Wang-Polagruto J, Polagruto J, Keen CL, Jialal I . High-fat, energy-dense, fast-food-style breakfast results in an increase in oxidative stress in metabolic syndrome. Metabolism 2008; 57: 867–870.

    Article  CAS  Google Scholar 

  40. Chen X, Pang Z, Li K . Dietary fat, sedentary behaviors and the prevalence of the metabolic syndrome among Qingdao adults. Nutr Metab Cardiovasc Dis 2009; 19: 27–34.

    Article  CAS  Google Scholar 

  41. Freire RD, Cardoso MA, Gimeno SG, Ferreira SR, Japanese-Brazilian Diabetes Study Group. Dietary fat is associated with metabolic syndrome in Japanese Brazilians. Diabetes Care 2005; 28: 1779–1785.

    Article  CAS  Google Scholar 

  42. Phillips CM, Kesse-Guyot E, Ahluwalia N, McManus R, Hercberg S, Lairon D et al. Dietary fat, abdominal obesity and smoking modulate the relationship between plasma complement component 3 concentrations and metabolic syndrome risk. Atherosclerosis 2012; 220: 513–519.

    Article  CAS  Google Scholar 

  43. Dorfman SE, Laurent D, Gounarides JS, Li X, Mullarkey TL, Rocheford EC et al. Metabolic implications of dietary trans-fatty acids. Obesity (Silver Spring) 2009; 17: 1200–1207.

    Article  CAS  Google Scholar 

  44. Nazari B, Asghari S, Sarrafzadegan N, Saberi S, Azadbakht L, Esmaillzadeh A . Evaluation of types and amounts of fatty acid content in some most consumed Iranian fast foods. J of Isfahan Medical School 2009; 27: 526–534.

    Google Scholar 

  45. Isganaitis E, Lustig RH . Fast food, central nervous system insulin resistance, and obesity. Arterioscler Thromb Vasc Biol 2005; 25: 2451–2462.

    Article  CAS  Google Scholar 

  46. Finley CE, Barlow CE, Halton TL, Haskell WL . Glycemic index, glycemic load, and prevalence of the metabolic syndrome in the cooper center longitudinal study. J Am Diet Assoc 2010; 110: 1820–1829.

    Article  CAS  Google Scholar 

  47. Rasmussen LB, Lassen AD, Hansen K, Knuthsen P, Saxholt E, Fagt S . Salt content in canteen and fast food meals in Denmark. Food Nutr Res 2010; 54: 2100.

    Article  Google Scholar 

  48. Ogihara T, Asano T, Fujita T . Contribution of salt intake to insulin resistance associated with hypertension. Life Sci 2003; 73: 509–523.

    Article  CAS  Google Scholar 

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Acknowledgements

We thank the TLGS participants and the field investigators of the TLGS for their assistance in physical examinations, biochemical and nutritional evaluation and database management. This study was supported by grant 121 from National Research Council of the Islamic Republic of Iran and the Research Institute for Endocrine Sciences of Shahid Beheshti University of Medical Sciences. The authors wish to thank Ms N. Shiva for critical editing of English grammar and syntax.

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Correspondence to P Mirmiran.

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Bahadoran, Z., Mirmiran, P., Hosseini-Esfahani, F. et al. Fast food consumption and the risk of metabolic syndrome after 3-years of follow-up: Tehran Lipid and Glucose Study. Eur J Clin Nutr 67, 1303–1309 (2013). https://doi.org/10.1038/ejcn.2013.217

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