Nutr Res Pract.  2023 Aug;17(4):735-746. 10.4162/nrp.2023.17.4.735.

Relationship between metabolic syndrome and intake of ultraprocessed foods in Korean adults: based on 6th and 7th Korea National Health and Nutrition Examination Survey (2013–2018)

Affiliations
  • 1Department of Food and Nutrition, Wonkwang University, Iksan 54538, Korea
  • 2Institute of Life Science and Natural resources, Wonkwang University, Iksan 54538, Korea

Abstract

BACKGROUND/OBJECTIVES
Metabolic syndrome is closely associated with lifestyle factors, including diet and nutritional intake. Modern trends show a shift in food consumption from healthy home-cooked meals to processed and instant foods. Therefore, this study analyzed the association between ultra-processed food intake and the development of metabolic syndrome in Korean adults based on the data from the Korea National Health and Nutrition Examination Survey (KNHANES) 2013–2018.
SUBJECTS/METHODS
The subjects of this study were 17,414 adults aged 19–80 years who participated in the 6th–7th KNHANES. Processed food was classified into four categories, NOVA1 to NOVA4, using 24-h recall data. The higher the NOVA category, the more processed the food. Statistical analysis was conducted using logistic regression to investigate the prevalence of metabolic syndrome according to the consumption of ultra-processed foods.
RESULTS
Among the diagnostic criteria for metabolic syndrome, hypertension (odds ratio [OR], 0.72; 95% confidence interval [CI], 0.62–0.85; Q4 vs. Q1, P-trend < 0.001) and high triglycerides (OR, 0.83; 95% CI, 0.72–0.94; Q4 vs. Q1, P-trend < 0.001) showed a correlation with the percentages of energy consumed from ultra-processed foods. The OR for metabolic syndrome, according to the percentages of energy consumed from ultra-processed foods, is shown only for men. The OR showed that the percentages of energy consumed from ultraprocessed foods were associated with increased metabolic syndrome.
CONCLUSIONS
This study suggests that consumption of ultra-processed foods raises the risk of metabolic syndrome especially among men. To prevent metabolic syndrome, it is necessary to prepare appropriate dietary guidelines for Korean adults.

Keyword

Metabolic syndrome; fast foods; nutrition assessment; public health; Korea

Figure

  • Fig. 1 Flow chart representing the selection of study participants.NHANES, National Health and Nutrition Examination Survey; BMI, body mass index; hs-CRP, high-sensitivity C-reactive protein.


Reference

1. Wilson PW, Kannel WB, Silbershatz H, D’Agostino RB. Clustering of metabolic factors and coronary heart disease. Arch Intern Med. 1999; 159:1104–1109. PMID: 10335688.
Article
2. Shin E, Lee Y, Kim T, Jung KJ, Chung W. Association between high sensitivity C-reactive protein and metabolic syndrome in South Korea: a gender-specific analysis. Health Policy Manag. 2021; 31:158–172.
3. Ministry of Health and Welfare, Korea Centers for Disease Control and Prevention. Korea Health Statistics 2014: Korea National Health and Nutrition Examination Survey (KNHANES VI-2). Cheongju: Korea Centers for Disease Control and Prevention;2015.
4. Ministry of Health and Welfare, Korea Centers for Disease Control and Prevention. Korea Health Statistics 2018: Korea National Health and Nutrition Examination Survey (KNHANES VII-3). Cheongju: Korea Centers for Disease Control and Prevention;2019.
5. Park YW, Zhu S, Palaniappan L, Heshka S, Carnethon MR, Heymsfield SB. The metabolic syndrome: prevalence and associated risk factor findings in the US population from the Third National Health and Nutrition Examination Survey, 1988-1994. Arch Intern Med. 2003; 163:427–436. PMID: 12588201.
6. Jeon JH, Kim SH. Depression, stress and how they are related with health behaviors and metabolic syndrome among women over 40 years. J Korean Soc Matern Child Health. 2012; 16:263–273.
Article
7. Azadbakht L, Mirmiran P, Esmaillzadeh A, Azizi T, Azizi F. Beneficial effects of a Dietary Approaches to Stop Hypertension eating plan on features of the metabolic syndrome. Diabetes Care. 2005; 28:2823–2831. PMID: 16306540.
Article
8. Kim DY, Seo BD, Kim DJ. Effect of walking exercise on changes in cardiorespiratory fitness, metabolic syndrome markers, and high-molecular-weight adiponectin in obese middle-aged women. J Phys Ther Sci. 2014; 26:1723–1727. PMID: 25435686.
Article
9. Kim A. Effect of health behaviors, dietary habits, and psychological health on metabolic syndrome in one-person households among Korean young adults. J Digit Converg. 2018; 16:493–509.
10. Yun GS. A study on the development of fresh-cut foods by changing food culture. Food Preserv Process Ind. 2014; 13:26–31.
11. Poti JM, Braga B, Qin B. Ultra-processed food intake and obesity: what really matters for health—processing or nutrient content? Curr Obes Rep. 2017; 6:420–431. PMID: 29071481.
Article
12. Monteiro CA, Cannon G, Levy RB, Moubarac JC, Louzada ML, Rauber F, Khandpur N, Cediel G, Neri D, Martinez-Steele E, et al. Ultra-processed foods: what they are and how to identify them. Public Health Nutr. 2019; 22:936–941. PMID: 30744710.
Article
13. Shim JS, Shim SY, Cha HJ, Kim J, Kim HC. Socioeconomic characteristics and trends in the consumption of ultra-processed foods in Korea from 2010 to 2018. Nutrients. 2021; 13:1120. PMID: 33805412.
Article
14. Sung H, Park JM, Oh SU, Ha K, Joung H. Consumption of ultra-processed foods increases the likelihood of having obesity in Korean women. Nutrients. 2021; 13:698. PMID: 33671557.
Article
15. Martínez Steele E, Juul F, Neri D, Rauber F, Monteiro CA. Dietary share of ultra-processed foods and metabolic syndrome in the US adult population. Prev Med. 2019; 125:40–48. PMID: 31077725.
Article
16. Tavares LF, Fonseca SC, Garcia Rosa ML, Yokoo EM. Relationship between ultra-processed foods and metabolic syndrome in adolescents from a Brazilian Family Doctor Program. Public Health Nutr. 2012; 15:82–87. PMID: 21752314.
Article
17. Monteiro CA, Cannon G, Moubarac JC, Levy RB, Louzada ML, Jaime PC. The UN Decade of Nutrition, the NOVA food classification and the trouble with ultra-processing. Public Health Nutr. 2018; 21:5–17. PMID: 28322183.
Article
18. National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III). Third report of the National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III) final report. Circulation. 2002; 106:3143–3421. PMID: 12485966.
19. International Obesity Task Force. Asia-Pacific Regional Obesity Guideline. Sydney: International Association for the Study of Obesity;1999.
20. Lavigne-Robichaud M, Moubarac JC, Lantagne-Lopez S, Johnson-Down L, Batal M, Laouan Sidi EA, Lucas M. Diet quality indices in relation to metabolic syndrome in an Indigenous Cree (Eeyouch) population in northern Québec, Canada. Public Health Nutr. 2018; 21:172–180. PMID: 28683844.
Article
21. Blanco-Rojo R, Sandoval-Insausti H, López-Garcia E, Graciani A, Ordovás JM, Banegas JR, Rodríguez-Artalejo F, Guallar-Castillón P. Consumption of ultra-processed foods and mortality: a national prospective cohort in Spain. Mayo Clin Proc. 2019; 94:2178–2188. PMID: 31623843.
Article
22. Julia C, Martinez L, Allès B, Touvier M, Hercberg S, Méjean C, Kesse-Guyot E. Contribution of ultra-processed foods in the diet of adults from the French NutriNet-Santé study. Public Health Nutr. 2018; 21:27–37. PMID: 28703085.
Article
23. Rauber F, da Costa Louzada ML, Steele EM, Millett C, Monteiro CA, Levy RB. Ultra-processed food consumption and chronic non-communicable diseases-related dietary nutrient profile in the UK (2008-2014). Nutrients. 2018; 10:587. PMID: 29747447.
Article
24. Martínez Steele E, Baraldi LG, Louzada ML, Moubarac JC, Mozaffarian D, Monteiro CA. Ultra-processed foods and added sugars in the US diet: evidence from a nationally representative cross-sectional study. BMJ Open. 2016; 6:e009892.
Article
25. Dinu M, Tristan Asensi M, Pagliai G, Lotti S, Martini D, Colombini B, Sofi F. Consumption of ultra-processed foods is inversely associated with adherence to the Mediterranean diet: a cross-sectional study. Nutrients. 2022; 14:2073. PMID: 35631214.
Article
26. Kim H, Hu EA, Rebholz CM. Ultra-processed food intake and mortality in the USA: results from the Third National Health and Nutrition Examination Survey (NHANES III, 1988-1994). Public Health Nutr. 2019; 22:1777–1785. PMID: 30789115.
Article
27. Mendonça RD, Pimenta AM, Gea A, de la Fuente-Arrillaga C, Martinez-Gonzalez MA, Lopes AC, Bes-Rastrollo M. Ultraprocessed food consumption and risk of overweight and obesity: the University of Navarra Follow-Up (SUN) cohort study. Am J Clin Nutr. 2016; 104:1433–1440. PMID: 27733404.
Article
28. Mendonça RD, Lopes AC, Pimenta AM, Gea A, Martinez-Gonzalez MA, Bes-Rastrollo M. Ultra-processed food consumption and the incidence of hypertension in a Mediterranean cohort: the Seguimiento Universidad de Navarra Project. Am J Hypertens. 2017; 30:358–366. PMID: 27927627.
Article
29. Fiolet T, Srour B, Sellem L, Kesse-Guyot E, Allès B, Méjean C, Deschasaux M, Fassier P, Latino-Martel P, Beslay M, et al. Consumption of ultra-processed foods and cancer risk: results from NutriNet-Santé prospective cohort. BMJ. 2018; 360:k322. PMID: 29444771.
Article
30. Ivancovsky-Wajcman D, Fliss-Isakov N, Webb M, Bentov I, Shibolet O, Kariv R, Zelber-Sagi S. Ultra-processed food is associated with features of metabolic syndrome and non-alcoholic fatty liver disease. Liver Int. 2021; 41:2635–2645. PMID: 34174011.
Article
31. Pagliai G, Dinu M, Madarena MP, Bonaccio M, Iacoviello L, Sofi F. Consumption of ultra-processed foods and health status: a systematic review and meta-analysis. Br J Nutr. 2021; 125:308–318. PMID: 32792031.
Article
32. Nasreddine L, Tamim H, Itani L, Nasrallah MP, Isma’eel H, Nakhoul NF, Abou-Rizk J, Naja F. A minimally processed dietary pattern is associated with lower odds of metabolic syndrome among Lebanese adults. Public Health Nutr. 2018; 21:160–171. PMID: 28965534.
Article
33. Marrón-Ponce JA, Flores M, Cediel G, Monteiro CA, Batis C. Associations between consumption of ultra-processed foods and intake of nutrients related to chronic non-communicable diseases in Mexico. J Acad Nutr Diet. 2019; 119:1852–1865. PMID: 31262695.
Article
34. Ames BN. Low micronutrient intake may accelerate the degenerative diseases of aging through allocation of scarce micronutrients by triage. Proc Natl Acad Sci U S A. 2006; 103:17589–17594. PMID: 17101959.
Article
35. Agodi A, Maugeri A, Kunzova S, Sochor O, Bauerova H, Kiacova N, Barchitta M, Vinciguerra M. Association of dietary patterns with metabolic syndrome: results from the Kardiovize Brno 2030 study. Nutrients. 2018; 10:898. PMID: 30011827.
Article
36. Na W, Chung B, Sohn C. A relationship between dietary patterns and dyslipidemia in urban-dwelling middle-aged Korean men: using Korean Genome and Epidemiology Study (KoGES). Clin Nutr Res. 2019; 8:219–228. PMID: 31384600.
Article
Full Text Links
  • NRP
Actions
Cited
CITED
export Copy
Close
Share
  • Twitter
  • Facebook
Similar articles
Copyright © 2024 by Korean Association of Medical Journal Editors. All rights reserved.     E-mail: koreamed@kamje.or.kr