Abstract
Background/Objectives:
In a comparison of women worldwide, Iranian women were found to have the highest prevalence of the metabolic syndrome. Furthermore, specific characteristics of diet in Middle-Eastern countries might provide additional information on the diet–disease relations. This study was performed to assess the association between dietary energy density and prevalence of the metabolic syndrome among Iranian women.
Subjects/Methods:
Usual dietary intakes were assessed in a cross-sectional study of 486 Iranian adult women by the use of a food frequency questionnaire. Dietary energy density was calculated as each individual's reported daily energy intake (kcal/d) into total weight of foods (excluding beverages) consumed (g/d). Anthropometric measures, fasting plasma glucose, serum lipid profiles and blood pressure were evaluated. The metabolic syndrome was defined according to Adult Treatment Panel III guidelines.
Results:
Mean dietary energy density was 1.77±0.35 kcal/g. Individuals in the top tertile of dietary energy density had 80% (odds ratio: 1.80; 95% confidence interval: 1.17, 3.15) greater odds of having the metabolic syndrome. Even after further adjustment for body mass index, this association remained significant. Higher dietary energy density was also significantly associated with greater odds of having abdominal adiposity (4.23; 2.51, 7.18), high-serum triacylglycerol concentrations (3.55; 2.31, 5.93) and low-serum high-density lipoprotein cholesterol levels (1.80; 1.13, 2.84). No overall significant associations were found between higher dietary energy density and risk of having elevated blood pressure or abnormal glucose homeostasis.
Conclusions:
Higher dietary energy density was significantly associated with a greater risk of the metabolic syndrome and most of its components. Further studies are required to focus on lowering dietary energy density as a probable strategy for preventing metabolic syndrome.
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References
Ainsworth BE, Haskell WL, Whitt MC, Irwin ML, Swartz AM, Strath SJ et al. (2000). Compendium of physical activities: an update of activity codes and MET intensities. Med Sci Sports Exerc 32, S498–S504.
Bes-Rastrollo M, van Dam RM, Martinez-Gonzalez MA, Li TY, Sampson LL, Hu FB (2008). Prospective study of dietary energy density and weight gain in women. Am J Clin Nutr 88, 769–777.
Cameron AJ, Shaw JE, Zimmet PZ (2004). The metabolic syndrome: prevalence in worldwide populations. Endocrinol Metab Clin North Am 33, 351–375.
Craig CL, Marshall AL, Sjostrom M, Bauman AE, Booth ML, Ainsworth BE et al. (2003). International physical activity questionnaire: 12-country reliability and validity. Med Sci Sports Exerc 35, 1381–1395.
De Castro JM (2004). Dietary energy density is associated with increased intake in free-living humans. J Nutr 134, 335–341.
Delavari A, Forouzanfar MH, Alikhani S, Sharifian A, Kelishadi R (2009). First nationwide study of the prevalence of the metabolic syndrome and optimal cut-off points of waist circumference in the Middle-East: the national survey of risk factors for non-communicable diseases of Iran. Diabetes Care 31, 1092–1097.
Du H, van der ADL, Ginder V, Jebb SA, Forouhi NG, Wareham NJ et al. (2009). Dietary energy density in relation to subsequent changes of weight and waist circumference in European men and women. PLoS One 4, e5339.
Ello-Martin JA, Ledikwe JH, Rolls BJ (2005). The influence of food portion size and energy density on energy intake: implications for weight management. Am J Clin Nutr 82 (Suppl), 236S–241S.
Ello-Martin JA, Roe LS, Ledikwe JH, Beach AM, Rolls BJ (2007). Dietary energy density in the treatment of obesity: a year-long trial comparing 2 weight-loss diets. Am J Clin Nutr 85, 1465–1477.
Esmaillzadeh A, Azadbakht L (2008). Food intake patterns may explain the high prevalence of cardiovascular risk factors among Iranian women. J Nutr 138, 1469–1475.
Esmaillzadeh A, Kimiagar M, Mehrabi Y, Azadbakht L, Hu FB, Willett WC (2006). Fruit and vegetable intakes, C-reactive protein and the metabolic syndrome. Am J Clin Nutr 84, 1489–1497.
Esmaillzadeh A, Kimiagar M, Mehrabi Y, Azadbakht L, Hu FB, Willett WC (2007). Dietary patterns and markers of systemic inflammation among Iranian women. J Nutr 137, 992–998.
Howarth NC, Murphy SP, Wilkens LR, Hankin JH, Kolonel LN (2006). Dietary energy density is associated with overweight status among 5 ethnic groups in the Multiethnic Cohort Study. J Nutr 136, 2243–2248.
Iqbal SI, Helge JW, Heitmann B (2006). Do energy density and dietary fiber influence subsequent 5-year weight changes in adult men and women? Obesity 14, 106–114.
Johnson L, Wilks DC, Lindroos AK, Jebb SA (2009). Reflections from a systematic review of dietary energy density and weight gain: is the inclusion of drinks valid? Obes Rev 10, 681–692.
Kajimoto K, Kasai T, Miyauchi K, Hirose H, Yanagisawa N, Yamamoto T et al. (2008). Metabolic syndrome predicts 10-year mortality in non-diabetic patients following coronary artery bypass surgery. Circ J 72, 1481–1486.
Kant AK, Graubard BI (2005). Energy density of diets reported by American adults: association with food group intake, nutrient intake, and body weight. Int J Obes 29, 950–956.
Kien CL (2009). Dietary interventions for metabolic syndrome: role of modifying dietary fats. Curr Diab Rep 9, 43–50.
Kolovou GD, Anagnostopoulou KK, Salpea KD, Mikhailidis DP (2007). The prevalence of metabolic syndrome in various populations. Am J Med Sci 333, 362–371.
Lawlor DA, Smith GD, Ebrahim S (2006). Does the new International Diabetes Federation definition of the metabolic syndrome predict CHD any more strongly than older definitions? Findings from the British Women's Heart and Health Study. Diabetologia 49, 41–48.
Ledikwe JH, Blanck HM, Khan LK, Serdula MK, Seymour JD, Tohill BC et al. (2005). Dietary energy density determined by eight calculation methods in a nationally representative United States population. J Nutr 135, 273–278.
Ledikwe JH, Blanck HM, Kahn LK, Serdula MK, Seymour JD, Tohill BC et al. (2006a). Dietary energy density is associated with energy intake and weight status in US adults. Am J Clin Nutr 83, 1362–1368.
Ledikwe JH, Blanck HM, Khan LK, Serdula MK, Seymour JD, Tohill BC et al. (2006b). Low-energy-density diets are associated with high diet quality in adults in the United States. J Am Diet Assoc 106, 1172–1180.
Ledikwe JH, Rolls BJ, Smiciklas-Wright H, Mitchell DC, Ard JD, Champagne C et al. (2007). Reductions in dietary energy density are associated with weight loss in overweight and obese participants in the PREMIER trial. Am J Clin Nutr 85, 1212–1221.
Malik VS, Popkin BM, Bray GA, Després JP, Willett WC, Hu FB (2010). Sugar-sweetened beverages and risk of metabolic syndrome and type 2 diabetes: a meta-analysis. Diabetes Care 33, 2477–2483.
Mendoza JA, Drewnowski A, Christakis DA (2007). Dietary energy density is associated with obesity and the metabolic syndrome in US adults. Diabetes Care 30, 974–979.
Murakami K, Sasaki S, Takahashi Y, Uenishi K (2007). Dietary energy density is associated with body mass index and waist circumference, but not with other metabolic risk factors, in free-living young Japanese women. Nutrition 23, 798–806.
National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) (2002). Third report of the National Cholesterol Education Program (NCEP) Expert Panel on detection, evaluation, and treatment of high blood cholesterol in adults. Circulation 106, 3143–3421.
Radhika G, Van Dam RM, Sudha V, Ganesan A, Mohan V (2009). Refined grain consumption and the metabolic syndrome in urban Asian Indians (Chennai Urban Rural Epidemiology Study 57). Metabolism 58, 675–681.
Reaven G (2002). Metabolic syndrome: pathophysiology and implications for management of cardiovascular disease. Circulation 106, 286–288.
Riccardi G, Rivellese AA (2000). Dietary treatment of the metabolic syndrome—the optimal diet. Br J Nutr 83, S143–S148.
Savage JS, Marini M, Birch LL (2008). Dietary energy density predicts women's weight change over 6 y. Am J Clin Nutr 88, 677–684.
Srinivasan M, Katewa SD, Palaniyappan A, Pandya JD, Patel MS (2006). Maternal high-fat diet consumption results in fetal malprogramming predisposing to the onset of metabolic syndrome-like phenotype in adulthood. Am J Physiol Endocrinol Metab 291, E792–E799.
Sundstrom J, Riserus U, Byberg L, Zethelius B, Lithell H, Lind L (2006). Clinical value of the metabolic syndrome for long term prediction of total and cardiovascular mortality: prospective, population based cohort study. BMJ 332, 878–882.
Wang J, Luben R, Khaw KT, Bingham S, Wareham NJ, Forouhi NG (2008). Dietary energy density predicts the risk of incident type 2 diabetes: the European Prospective Investigation of Cancer (EPIC)-Norfolk Study. Diabetes Care 31, 2120–2125.
Wang J, Ruotsalainen S, Moilanen L, Lepistö P, Laakso M, Kuusisto J (2007). The metabolic syndrome predicts cardiovascular mortality: a 13-year follow-up study in elderly non-diabetic Finns. Eur Heart J 28, 857–864.
WHO/FAO (2003). Diet, Nutrition and the Prevention of Chronic Diseases: Report of a Joint WHO/FAO Expert Consultation. World Health Organization: Geneva.
Willett WC (1998). Nutritional Epidemiology 2nd edn. Oxford University Press: New York. pp 53–65.
Willett WC, Hu FB (2006). Not the time to abandon the food frequency questionnaire: point. Cancer Epidemiol Biomarkers Prev 15, 1757–1758.
Wilson PW, D’Agostino RB, Parise H, Sullivan L, Meigs JB (2005). Metabolic syndrome as a precursor of cardiovascular disease and type 2 diabetes mellitus. Circulation 112, 3066–3072.
Acknowledgements
Data collection phase of the study was supported by a grant (P. 25/47/2337) from the National Nutrition and Food Technology Research Institute of the Islamic Republic of Iran and Shaheed Beheshti University of Medical Sciences, Tehran, Iran. Financial support for conception, design, data analysis and manuscript drafting was provided by the School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran.
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Contributors: AE and LA participated in the collection of data, conception and design, statistical analysis and data interpretation, manuscript drafting and approval of the final manuscript for submission.
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Esmaillzadeh, A., Azadbakht, L. Dietary energy density and the metabolic syndrome among Iranian women. Eur J Clin Nutr 65, 598–605 (2011). https://doi.org/10.1038/ejcn.2010.284
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DOI: https://doi.org/10.1038/ejcn.2010.284
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