Skip to main content
Top
Published in: European Journal of Nutrition 7/2016

01-10-2016 | Original Contribution

Gender difference on the association between dietary patterns and metabolic syndrome in Korean population

Authors: Y. Kang, J. Kim

Published in: European Journal of Nutrition | Issue 7/2016

Login to get access

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.
Literature
1.
go back to reference 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 112:3066–3072CrossRef 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 112:3066–3072CrossRef
2.
go back to reference Suh S, Lee MK (2014) Metabolic syndrome and cardiovascular diseases in Korea. J Atheroscler Thromb 21(Suppl 1):S31–S35CrossRef Suh S, Lee MK (2014) Metabolic syndrome and cardiovascular diseases in Korea. J Atheroscler Thromb 21(Suppl 1):S31–S35CrossRef
3.
go back to reference Mozumdar A, Liguori G (2011) Persistent increase of prevalence of metabolic syndrome among U.S. adults: NHANES III to NHANES 1999–2006. Diabetes Care 34:216–219CrossRef Mozumdar A, Liguori G (2011) Persistent increase of prevalence of metabolic syndrome among U.S. adults: NHANES III to NHANES 1999–2006. Diabetes Care 34:216–219CrossRef
4.
go back to reference Kim EO, Oh S (2012) Gender differences in the association of occupation with metabolic syndrome in Korean adults. Korean J Obes 21:108–114CrossRef Kim EO, Oh S (2012) Gender differences in the association of occupation with metabolic syndrome in Korean adults. Korean J Obes 21:108–114CrossRef
5.
go back to reference Calton EK, James AP, Pannu PK, Soares MJ (2014) Certain dietary patterns are beneficial for the metabolic syndrome: reviewing the evidence. Nutr Res 34:559–568CrossRef Calton EK, James AP, Pannu PK, Soares MJ (2014) Certain dietary patterns are beneficial for the metabolic syndrome: reviewing the evidence. Nutr Res 34:559–568CrossRef
6.
go back to reference 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 23:677–683CrossRef 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 23:677–683CrossRef
7.
go back to reference 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 114:37–47CrossRef 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 114:37–47CrossRef
8.
go back to reference 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 140:1855–1863CrossRef 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 140:1855–1863CrossRef
9.
go back to reference 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 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
10.
go back to reference 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 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
11.
go back to reference Cho YA, Kim J, Cho ER, Shin A (2011) Dietary patterns and the prevalence of metabolic syndrome in Korean women. Nutr Metab Cardiovasc Dis 21:893–900CrossRef Cho YA, Kim J, Cho ER, Shin A (2011) Dietary patterns and the prevalence of metabolic syndrome in Korean women. Nutr Metab Cardiovasc Dis 21:893–900CrossRef
12.
go back to reference 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 7:224–232CrossRef 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 7:224–232CrossRef
13.
go back to reference Korean Nutrition Society (2010) Dietary reference intake for Korean. Kookjin Press, Seoul Korean Nutrition Society (2010) Dietary reference intake for Korean. Kookjin Press, Seoul
14.
go back to reference Kim J, Jo I, Joung H (2012) A rice-based traditional dietary pattern is associated with obesity in Korean adults. J Acad Nutr Diet 112:246–253CrossRef Kim J, Jo I, Joung H (2012) A rice-based traditional dietary pattern is associated with obesity in Korean adults. J Acad Nutr Diet 112:246–253CrossRef
15.
go back to reference 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 68:804–810CrossRef 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 68:804–810CrossRef
16.
go back to reference Ministry of Health and Welfare (2005) National Health And Nutrition Examination Survey Report 2005. In: Ministry of Health and Welfare, Seoul Ministry of Health and Welfare (2005) National Health And Nutrition Examination Survey Report 2005. In: Ministry of Health and Welfare, Seoul
17.
go back to reference 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 120:1640–1645CrossRef 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 120:1640–1645CrossRef
18.
go back to reference 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 32:100–106CrossRef 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 32:100–106CrossRef
19.
go back to reference Radhika G, Van Dam RM, Sudha V, Ganesan A, Mohan V (2009) Refined grain consumption and the metabolic syndrome in urban Asian Indians. Metabolism 58:675–681CrossRef Radhika G, Van Dam RM, Sudha V, Ganesan A, Mohan V (2009) Refined grain consumption and the metabolic syndrome in urban Asian Indians. Metabolism 58:675–681CrossRef
20.
go back to reference 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 100:576–584CrossRef 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 100:576–584CrossRef
21.
go back to reference 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) 80:677–684CrossRef 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) 80:677–684CrossRef
22.
go back to reference 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 154:1150–1159CrossRef 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 154:1150–1159CrossRef
23.
go back to reference 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 77:773–793CrossRef 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 77:773–793CrossRef
24.
go back to reference 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 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
25.
go back to reference 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 112:1654–1661CrossRef 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 112:1654–1661CrossRef
26.
go back to reference 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 54:421–428CrossRef 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 54:421–428CrossRef
27.
go back to reference 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 269:150–159CrossRef 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 269:150–159CrossRef
28.
go back to reference 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 100:577–586CrossRef 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 100:577–586CrossRef
29.
go back to reference 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 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
30.
go back to reference 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):171–179CrossRef 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):171–179CrossRef
31.
go back to reference 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 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
32.
go back to reference Rajaram S, Sabate J (2006) Nuts, body weight and insulin resistance. Br J Nutr 96(Suppl 2):S79–S86CrossRef Rajaram S, Sabate J (2006) Nuts, body weight and insulin resistance. Br J Nutr 96(Suppl 2):S79–S86CrossRef
33.
go back to reference Martinez ME, Marshall JR, Sechrest L (1998) Invited commentary: factor analysis and the search for objectivity. Am J Epidemiol 148:17–19CrossRef Martinez ME, Marshall JR, Sechrest L (1998) Invited commentary: factor analysis and the search for objectivity. Am J Epidemiol 148:17–19CrossRef
Metadata
Title
Gender difference on the association between dietary patterns and metabolic syndrome in Korean population
Authors
Y. Kang
J. Kim
Publication date
01-10-2016
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Nutrition / Issue 7/2016
Print ISSN: 1436-6207
Electronic ISSN: 1436-6215
DOI
https://doi.org/10.1007/s00394-015-1127-3

Other articles of this Issue 7/2016

European Journal of Nutrition 7/2016 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.