Abstract
Purpose
Dietary patterns are found to be associated with metabolic risk factors. We explored gender difference on the association between dietary patterns and the risk of metabolic syndrome (MetS) in the general Korean population.
Method
A total of 13,410 Korean adults (aged ≥19 years, 5384 men and 8026 women) who participated in the fifth KNHANES were studied. Dietary intake was assessed by the 24-h recall method. MetS was defined by the joint interim statement of the International Diabetes Federation and the American Heart Association/National Heart, Lung, and Blood Institute. Multivariable-adjusted logistic regression analysis was performed to identify the relationship between dietary pattern and MetS and its components by gender.
Results
Three dietary patterns were derived using factor analysis by sex: traditional, Westernized, and healthy. The traditional pattern was positively associated with hypertriglyceridemia (P for trend = 0.0098), low high-density lipoprotein cholesterol (P for trend = 0.0007), elevated blood pressure (P for trend = 0.0328), and MetS (P for trend = 0.0003) in women only after adjusting for age, body mass index, socioeconomic status, and lifestyle factors. In contrast, the healthy pattern (HP) was negatively associated with abdominal obesity (P for trend = 0.0051) in women. For men, the HP was negatively associated with hypertriglyceridemia (P for trend = 0.0025) after adjustment for potential confounders. The Westernized pattern was not associated with MetS or its components in either men or women.
Conclusion
There may be gender differences on the relationship between dietary patterns and metabolic risk factors in Korean population.
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References
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
Suh S, Lee MK (2014) Metabolic syndrome and cardiovascular diseases in Korea. J Atheroscler Thromb 21(Suppl 1):S31–S35
Mozumdar A, Liguori G (2011) Persistent increase of prevalence of metabolic syndrome among U.S. adults: NHANES III to NHANES 1999–2006. Diabetes Care 34:216–219
Kim EO, Oh S (2012) Gender differences in the association of occupation with metabolic syndrome in Korean adults. Korean J Obes 21:108–114
Calton EK, James AP, Pannu PK, Soares MJ (2014) Certain dietary patterns are beneficial for the metabolic syndrome: reviewing the evidence. Nutr Res 34:559–568
Kesse-Guyot E, Ahluwalia N, Lassale C, Hercberg S, Fezeu L et al (2013) Adherence to Mediterranean diet reduces the risk of metabolic syndrome: a 6-year prospective study. Nutr Metab Cardiovasc Dis 23:677–683
Zazpe I, Sanchez-Tainta A, Toledo E, Sanchez-Villegas A, Martinez-Gonzalez MA (2014) Dietary patterns and total mortality in a Mediterranean cohort: the SUN project. J Acad Nutr Diet 114:37–47
Denova-Gutierrez E, Castanon S, Talavera JO, Gallegos-Carrillo K, Flores M et al (2010) Dietary patterns are associated with metabolic syndrome in an urban Mexican population. J Nutr 140:1855–1863
Park SY, Murphy SP, Wilkens LR, Yamamoto JF, Sharma S et al (2005) Dietary patterns using the Food Guide Pyramid groups are associated with sociodemographic and lifestyle factors: the multiethnic cohort study. J Nutr 135:843–849
Kim D, Kim J (2015) Age and sex differences in the relationship between serum 25-hydroxyvitamin D and hypertension in the general Korean population. Eur J Clin Nutr. doi:10.1038/ejcn.2015.115
Cho YA, Kim J, Cho ER, Shin A (2011) Dietary patterns and the prevalence of metabolic syndrome in Korean women. Nutr Metab Cardiovasc Dis 21:893–900
Shin JY, Kim JM, Kim Y (2013) Associations between dietary patterns and hypertension among Korean adults: the Korean National Health and Nutrition Examination Survey (2008–2010). Nutr Res Pract 7:224–232
Korean Nutrition Society (2010) Dietary reference intake for Korean. Kookjin Press, Seoul
Kim J, Jo I, Joung H (2012) A rice-based traditional dietary pattern is associated with obesity in Korean adults. J Acad Nutr Diet 112:246–253
Kang M, Kim DW, Baek YJ, Moon SH, Jung HJ et al (2014) Dietary supplement use and its effect on nutrient intake in Korean adult population in the Korea National Health and Nutrition Examination Survey IV (2007–2009) data. Eur J Clin Nutr 68:804–810
Ministry of Health and Welfare (2005) National Health And Nutrition Examination Survey Report 2005. In: Ministry of Health and Welfare, Seoul
Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI et al (2009) Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International Association for the Study of Obesity. Circulation 120:1640–1645
Choi H, Song S, Kim J, Chung J, Yoon J et al (2012) High carbohydrate intake was inversely associated with high-density lipoprotein cholesterol among Korean adults. Nutr Res 32:100–106
Radhika G, Van Dam RM, Sudha V, Ganesan A, Mohan V (2009) Refined grain consumption and the metabolic syndrome in urban Asian Indians. Metabolism 58:675–681
Kim K, Yun SH, Choi BY, Kim MK (2008) Cross-sectional relationship between dietary carbohydrate, glycaemic index, glycaemic load and risk of the metabolic syndrome in a Korean population. Br J Nutr 100:576–584
Baudrand R, Campino C, Carvajal CA, Olivieri O, Guidi G et al (2014) High sodium intake is associated with increased glucocorticoid production, insulin resistance and metabolic syndrome. Clin Endocrinol (Oxf) 80:677–684
Wirfalt E, Hedblad B, Gullberg B, Mattisson I, Andren C et al (2001) Food patterns and components of the metabolic syndrome in men and women: a cross-sectional study within the Malmo Diet and Cancer cohort. Am J Epidemiol 154:1150–1159
Mosher MJ, Martin LJ, Cupples LA, Yang Q, Dyer TD et al (2005) Genotype-by-sex interaction in the regulation of high-density lipoprotein: the Framingham Heart Study. Hum Biol 77:773–793
Kannel WB, Feinleib M, McNamara PM, Garrison RJ, Castelli WP (1979) An investigation of coronary heart disease in families. The Framingham offspring study. Am J Epidemiol 110:281–290
Steffen LM, Van Horn L, Daviglus ML, Zhou X, Reis JP et al (2014) A modified Mediterranean diet score is associated with a lower risk of incident metabolic syndrome over 25 years among young adults: the CARDIA (Coronary Artery Risk Development in Young Adults) study. Br J Nutr 112:1654–1661
Saneei P, Fallahi E, Barak F, Ghasemifard N, Keshteli AH et al (2014) Adherence to the DASH diet and prevalence of the metabolic syndrome among Iranian women. Eur J Nutr 54:421–428
Adamsson V, Reumark A, Fredriksson IB, Hammarstrom E, Vessby B et al (2011) Effects of a healthy Nordic diet on cardiovascular risk factors in hypercholesterolaemic subjects: a randomized controlled trial (NORDIET). J Intern Med 269:150–159
Harris Jackson K, West SG, Vanden Heuvel JP, Jonnalagadda SS, Ross AB et al (2014) Effects of whole and refined grains in a weight-loss diet on markers of metabolic syndrome in individuals with increased waist circumference: a randomized controlled-feeding trial. Am J Clin Nutr 100:577–586
Esmaillzadeh A, Kimiagar M, Mehrabi Y, Azadbakht L, Hu FB et al (2006) Fruit and vegetable intakes, C-reactive protein, and the metabolic syndrome. Am J Clin Nutr 84:1489–1497
Kim J (2013) Dairy food consumption is inversely associated with the risk of the metabolic syndrome in Korean adults. J Hum Nutr Diet 26(Suppl 1):171–179
Sajjadi F, Gharipour M, Mohammadifard N, Nouri F, Maghroun M et al (2014) Relationship between legumes consumption and metabolic syndrome: findings of the Isfahan Healthy Heart Program. ARYA Atheroscler 10:18–24
Rajaram S, Sabate J (2006) Nuts, body weight and insulin resistance. Br J Nutr 96(Suppl 2):S79–S86
Martinez ME, Marshall JR, Sechrest L (1998) Invited commentary: factor analysis and the search for objectivity. Am J Epidemiol 148:17–19
Acknowledgments
This research was supported by the Basic Science Research Program of the National Research Foundation of Korea (NRF) founded by the Ministry of Education, Science and Technology (NRF2012R1A1A1012317).
Author contribution
All authors had a significant role in the study. JK had the main responsibility for the data collection, analysis, and interpretation as well as drafting the manuscript. YK contributed to performing the statistical analysis and drafting the manuscript. All authors read and approved the final manuscript.
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The study was reviewed and approved by the Korea CDC Institutional Review Board.
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Kang, Y., Kim, J. Gender difference on the association between dietary patterns and metabolic syndrome in Korean population. Eur J Nutr 55, 2321–2330 (2016). https://doi.org/10.1007/s00394-015-1127-3
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DOI: https://doi.org/10.1007/s00394-015-1127-3