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Research Trends in Dietary Factors Related to Obesity and Metabolic Syndrome in Koreans: A Scoping Review of Studies using Data from the Korean National Health and Nutrition Examination Survey and the Korean Genome and Epidemiology Study

스코핑 고찰 방법을 활용한 한국인의 비만과 대사증후군 관련 식생활 요인 연구동향 분석: 국민건강영양조사 및 한국인유전체역학조사사업 자료를 활용한 연구를 중심으로

  • Seung Jae, Lee (Department of Nutritional Science and Food Management, Ewha Womans University) ;
  • Dayeon, Shin (Department of Nutritional Science and Food Management, University) ;
  • Jina, Yoon (Department of Nutritional Science and Food Management, University) ;
  • Haeng-Ran, Kim (Department of Agro-food Resources, National Institute of Agricultural Sciences, Rural Development Administration) ;
  • Kyeong-A, Jang (Department of Agro-food Resources, National Institute of Agricultural Sciences, Rural Development Administration) ;
  • Min-Sook, Kang (Department of Agro-food Resources, National Institute of Agricultural Sciences, Rural Development Administration) ;
  • Kyung Won, Lee (Department of Home Economics Education, Korea National University of Education)
  • 이승재 (이화여자대학교 식품영양학과) ;
  • 신다연 (인하대학교 식품영양학과) ;
  • 윤진아 (인하대학교 식품영양학과) ;
  • 김행란 (농촌진흥청 국립농업과학원 농식품자원부) ;
  • 장경아 (농촌진흥청 국립농업과학원 농식품자원부) ;
  • 강민숙 (농촌진흥청 국립농업과학원 농식품자원부) ;
  • 이경원 (한국교원대학교 가정교육과)
  • Received : 2022.11.18
  • Accepted : 2022.12.20
  • Published : 2022.12.31

Abstract

This study investigated the potential role of dietary factors associated with obesity and metabolic syndrome (MetS) in Koreans. The scoping review method was used to evaluate the studies that utilized the secondary data sets comprising the Korean National Health and Nutrition Examination Survey (KNHANES) and the Korean Genome and Epidemiology Study (KoGES). Articles published between 2012 and 2022 were identified using RISS, KISS, DBpia, PubMed, and ScienceDirect databases. In all, there were 32 published articles on obesity and 119 on MetS. Obesity research included eight articles on nutrients, 12 on food items/food groups, two on dietary patterns, nine on dietary behavior/eating habits, and one on the dietary index. MetS studies comprised 34 articles on nutrients, 43 on food items/food groups, seven on dietary patterns, 25 on dietary behavior/eating habits, and 10 on the dietary index. Carbohydrates, alcohol, and coffee consumption were the most frequently studied dietary factors for obesity and MetS. The primary areas of study were largely focused on nutrients and food items/food groups. Thus, to overcome the paucity of information on the relationship of dietary patterns and dietary indexes with obesity and MetS, there is a need for further research using the KNHANES and KoGES data sets.

Keywords

Acknowledgement

본 논문은 농촌진흥청 연구사업(과제번호: PJ016762)의 지원에 의해 수행되었습니다.

References

  1. Ahn J, Kim NS, Lee BK, Park S. 2017. Carbohydrate Intake Exhibited a Positive Association with the Risk of Metabolic Syndrome in Both Semi-Quantitative Food Frequency Questionnaires and 24-Hour Recall in Women. J. Korean Med. Sci., 32(9):1474-1483 https://doi.org/10.3346/jkms.2017.32.9.1474
  2. Ahn Y, Park SJ, Kwack HK, Kim MK, Ko KP, Kim SS. 2013. Rice-eating pattern and the risk of metabolic syndrome especially waist circumference in Korean Genome and Epidemiology Study (KoGES). BMC Public Health, 13:61
  3. Arksey H, O'Malley L. 2005. Scoping studies: Towards a methodological framework. Int. J. Soc. Res. Methodol., 8(1):19-32 https://doi.org/10.1080/1364557032000119616
  4. Bae YJ. 2016. Relationship among practicing healthy diet and metabolic syndrome indicators in adults - From the Korea National Health and Nutrition Examination Survey, 2013~2014. J. Nutr. Health, 49(6):459-470 https://doi.org/10.4163/jnh.2016.49.6.459
  5. Bak HJ, Kim HS. 2015. A Study of Association Dining-out, Nutritional Intakes and Health Risk Factors among Korean Women using the Data of Korean National Health and Nutrition Examination Survey (KNHANES VI). Korean J. Food Cook Sci., 21(5):139-146
  6. Bang SY. 2019. The relations between metabolic syndrome, physical activity, and dietary patterns in Korean adults. J. Korea Acad-Ind. Coop. Soc, 20(2): 662-672
  7. Byeon S, Shin Y, Yoon J, Kim S, Kim Y. 2019. Stress is Associated with Nutritional Intake and Metabolic Syndrome in Urban Middle-Aged Women. J. Korean Soc. Food Sci. Nutr., 48(8):802-810
  8. Cheon SY, Wang HW, Lee HJ, Hwang KM, Yoon HS, Kang YJ. 2017. Relationship of sodium consumption with obesity in Korean adults based on Korea National Health and Nutrition Examination Survey 2010~2014. J. Nutr. Health., 50(1):64-73 https://doi.org/10.4163/jnh.2017.50.1.64
  9. Cho HH, Lee DW, Hahm MI. 2021. Association between nutrition labelling awareness and the metabolic syndrome: results from the Korean National Health and Nutrition Examination Survey (KNHANES) 2016-2018. Br. J. Nutr., 126(5):685-694 https://doi.org/10.1017/S0007114520004535
  10. Cho YA, Choi JH. 2021. Association between Carbohydrate Intake and the Prevalence of Metabolic Syndrome in Korean Women. Nutr., 13(9):3098-3098
  11. Choi A, Ha K, Joung H, Song YJ. 2019. Frequency of Consumption of Whole Fruit, Not Fruit Juice, Is Associated with Reduced Prevalence of Obesity in Korean Adults. J. Acad. Nutr. Diet., 119(11):1842-1851 https://doi.org/10.1016/j.jand.2019.04.015
  12. Choi J, Koh C. 2020. The Trend of International Research on Bioterrorism of Nurses: Scoping Review. Korean J. Mil. Nurs. Res., 38(1):1-25 https://doi.org/10.31148/kjmnr.2020.38.1.1
  13. Choi MK, Bae YJ. 2013. Relationship between dietary magnesium, manganese, and copper and metabolic syndrome risk in Korean adults: the Korea National Health and Nutrition Examination Survey (2007-2008). Biol. Trace. Elem. Res., 156(1-3):56-66 https://doi.org/10.1007/s12011-013-9852-z
  14. Choi SA, Chung SS, Rho JO. 2022. Benefits of adherence to the Korea Healthy Eating Index on the risk factors and incidence of the metabolic syndrome: analysis of the 7th (2016-2018) Korea National Health and Nutrition Examination Survey. J. Nutr. Health., 55(1):120-140 https://doi.org/10.4163/jnh.2022.55.1.120
  15. Choi SB, Paik JK, Kwak JH, Chung HK, Kang HJ. 2020. Comparison of Nutrient Intake and Metabolic Syndrome between Single Person Households and Non-Single Person Households in Elderly Subjects - From the Sixth Korea National Health and Nutrition Examination Survey (KNHANES, 2013~2015). J. Korean Soc. Food Sci. Nutr., 33(3):322-330
  16. Choi SY, Kang NE, Kim SH. 2013. An Investigation on the Metabolic Syndromes and Health-Related Risk Factors among Male Workers. J. Korean Soc. Food Sci. Nutr., 26(4):975-984 https://doi.org/10.9799/ksfan.2013.26.4.975
  17. Choi WJ, Shin D. 2022. Interactions between red and processed meat consumption and APOA5 gene variants associated with the incidence of metabolic syndrome in Korean adults. Genes Nutr., 17(1):5
  18. Chon S, Yun B, Jung Y, Cho SH, Choi YS, Kim SY, Lee BS, Seo SK. 2014. Association between vitamin D status and risk of metabolic syndrome among Korean postmenopausal women. PLoS One, 9(2):e89721
  19. Chung CE. 2015. The relationship of ready-to-eat cereal consumption with nutrition and health status in the Korean population based on the Korea National Health and Nutrition Examination Survey 2012. J. Nutr. Health, 48(3):258-268 https://doi.org/10.4163/jnh.2015.48.3.258
  20. Chung S, Chung MY, Choi HK, Park JH, Hwang JT, Joung HJ. 2020. Animal Protein Intake Is Positively Associated with Metabolic Syndrome Risk Factors in Middle-Aged Korean Men. Nutr., 12(11):341
  21. Chung S, Ha K, Lee HS, Kim C, Joung H, Paik HY, Song Y. 2015. Soft drink consumption is positively associated with metabolic syndrome risk factors only in Korean women: Data from the 2007-2011 Korea National Health and Nutrition Examination Survey. Metab., 64(11):1477-84 https://doi.org/10.1016/j.metabol.2015.07.012
  22. Colquhoun HL, Levac D, O'Brien KK, Straus S, Tricco AC, Perrier L, Kastner M, Moher D. 2014. Scoping reviews: time for clarity in definition, methods, and reporting, J. Clin. Epidemiol., 67(12):1291-1294 https://doi.org/10.1016/j.jclinepi.2014.03.013
  23. Dennis EJ, Kang M, Han SN. 2017. Relation between Beverage Consumption Pattern and Metabolic Syndrome among Healthy Korean Adults. Korean J. Community Nutr., 22(5):441-455 https://doi.org/10.5720/kjcn.2017.22.5.441
  24. Ha K, Joung H, Song Y. 2018a. Low-carbohydrate diet and the risk of metabolic syndrome in Korean adults. Nutr. Metab. Cardiovasc Dis., 28(11):1122-1132 https://doi.org/10.1016/j.numecd.2018.06.007
  25. Ha K, Kim K, Chun OK, Joung H, Song YJ. 2018b. Differential association of dietary carbohydrate intake with metabolic syndrome in the US and Korean adults: data from the 2007-2012 NHANES and KNHANES. Eur. J. Clin. Nutr., 72(6):848-860 https://doi.org/10.1038/s41430-017-0031-8
  26. Ha K, Nam K, Song YJ. 2020a. A moderate-carbohydrate diet with plant protein is inversely associated with cardiovascular risk factors: the Korea National Health and Nutrition Examination Survey 2013-2017. Nutr., 19(1):84
  27. Ha K, Song Y, Kim HK. 2020b. Regional disparities in the associations of cardiometabolic risk factors and healthy dietary factors in Korean adults. Nutr. Res. Pract., 14(5):519-531 https://doi.org/10.4162/nrp.2020.14.5.519
  28. Her ES. 2016a. Metabolic Syndrome Risk by Dietary Fat Energy Ratio in Middle-aged Men. Korean J. Food Cook Sci., 29(6):1030-1039
  29. Her E. 2016b. Metabolic Syndrome Risk by Intake Ratio and Intake Pattern of Proteins in Middle-aged Men Based on the 2012-2013 Korean National Health and Nutrition Examination Survey Data. Korean J. Community Nutr., 29(6):1030-1039 https://doi.org/10.9799/ksfan.2016.29.6.1030
  30. Her ES. 2017. Metabolic Syndrome Risk according to Fruit and Vegetable Intake in Middle-aged Men - Using the Korea National Health and Nutrition Examination Survey (KNHANES) 2013~2015 -. J. Korean Soc. Food Sci. Nutr., 30(5):1048-1057
  31. Hong SA, Kim MK. 2017. Relationship between fruit and vegetable intake and the risk of metabolic syndrome and its disorders in Korean women according to menopausal status. Asia Pac. J. Clin. Nutr., 26(3):514-523
  32. Hwang HJ, Han KS. 2020. The Relationship of Metabolic Syndrome with Dairy Intake and Physical Activity in Korean Adults: From the Korean National Health and Nutrition Examination Surveys, 2016~2017. J. Korea Convergence Soc., 11(3):109-118.
  33. Im HJ, Park SM, Choi JH, Choi EJ. 2014. Binge drinking and its relation to metabolic syndrome in korean adult men. Korean J. Fam. Med., 35(4):173-81 https://doi.org/10.4082/kjfm.2014.35.4.173
  34. Im MY, Lee YR, Han SJ, Cho CM. 2012. The Effects of Lifestyle Factors on Metabolic Syndrome among Korean Adults. J. Korean Acad. Community Health Nurs., 23(1):13-21 https://doi.org/10.12799/jkachn.2012.23.1.13
  35. Isomaa BO, Almgren P, Tuomi T, Forsen B, Lahti K, Nissen M, Taskinen MR, Groop L. 2001. Cardiovascular morbidity and mortality associated with the metabolic syndrome. Diabetes care, 24(4):683-689 https://doi.org/10.2337/diacare.24.4.683
  36. Jang E, Kim Y, Shin WK. 2021. Association between Vitamin C and the Prevalence of Obesity among Korean Adults - The Korea National Health and Nutrition Examination Survey 2016-2017 -. J. Korean Soc. Food Cult., 36(6):571-582
  37. Jang M, Lee K, Her E. 2016. Metabolic Syndrome Risk by Intake Ratio and Intake Pattern of Proteins in Middle-aged Men Based on the 2012-2013 Korean National Health and Nutrition Examination Survey Data. Korean J. Community Nutr., 21(4):366-377 https://doi.org/10.5720/kjcn.2016.21.4.366
  38. Jang SH, Suh YS, Chung YJ. 2015. Metabolic risk and nutritional state according to breakfast energy level of Korean adults: Using the 2007~2009 Korea National Health and Nutrition Examination Survey. J. Nutr. Health, 48(1):46-57 https://doi.org/10.4163/jnh.2015.48.1.46
  39. Jeong W, Jang SI. 2020. Associations between Meal Companions and Obesity in South Korean Adults. Int. J. Environ. Res. Public Health, 17(8):2697
  40. Jin H, Choi E, Kim M, Oh SS, Jang SI. 2019. Association between Use of Nutritional Labeling and the Metabolic Syndrome and Its Components. Int. J. Environ. Res. Public Health, 16(22):4486
  41. Jin S, Je Y. 2021. Dairy Consumption and Risk of Metabolic Syndrome in Korean Adults and Elderly People. Metab. Syndr. Relat. Disord., 19(5):272-280 https://doi.org/10.1089/met.2020.0122
  42. Jung CH, Lee LS, Ahn HJ, Choi JS, Noh MY, Lee JJ, Lee EY, Lim JH, Lee YR, Yoon SY, Kim CH, Cho DH, Choi YS, Choi KM. 2020 . Association of meal frequency with metabolic syndrome in Korean adults: from the Korea National Health and Nutrition Examination Survey (KNHANES). Diabetol. Metab. Syndr., 9:77
  43. Jung JH, Kim AS, Ko HJ, Choi HI, Hong HE. 2017. Association between Breakfast Skipping and the Metabolic Syndrome: The Korea National Health and Nutrition Examination Survey, 2017. Nutr. Metab., 56(8):396
  44. Kang HT, Shim JY, Lee YJ, Linton JA, Park BJ, Lee HR. 2013. Reading nutrition labels is associated with a lower risk of metabolic syndrome in Korean adults: the 2007-2008 Korean NHANES. Nutr. Metab. Cardiovasc. Dis., 23(9):876-82 https://doi.org/10.1016/j.numecd.2012.06.007
  45. Kang Y, Kim J. 2016. Gender difference on the association between dietary patterns and metabolic syndrome in Korean population. Eur. J. Nutr., 55(7):2321-30 https://doi.org/10.1007/s00394-015-1127-3
  46. Khan I, Kwon M, Shivappa N, Hebert JR, Kim MK. 2020. Proinflammatory Dietary Intake is Associated with Increased Risk of Metabolic Syndrome and Its Components: Results from the Population-Based Prospective Study. Nutr., 12(4):1196
  47. Kim A. 2018. Effect of Health Behaviors, Dietary Habits, and Psychological Health on Metabolic Syndrome in One-Person Households Among Korean Young Adults. J. Digit. Converg., 16(7):493-509
  48. Kim BS, Kim MJ, Choi HR, Won CW, Kim SY. 2014b. Relationship between Physical Activity Level, Amount of Alcohol Consumption and Metabolic Syndrome in Korean Male Drinkers. Korean J. Sports Med., 32(2):97-104 https://doi.org/10.5763/kjsm.2014.32.2.97
  49. Kim BY, Lee ES. 2017. Relationship between Alcohol Drinking Patterns and Obesity and Abdominal Obesity in Korean Adult Men. J. Korean Pubilc Health Nurs., 31(3):478-491
  50. Kim CK, Kim H, Chung HK, Shin D. 2018b. Eating Alone is Differentially Associated with the Risk of Metabolic Syndrome in Korean Men and Women. Int. J. Environ. Res. Public Health., 15(5):1020
  51. Kim DY, Ahn A, Lee H, Choi J, Lim H. 2019a. Dietary Patterns Independent of Fast Food Are Associated with Obesity among Korean Adults: Korea National Health and Nutrition Examination Survey 2010-2014. Nutr., 11(11):2740
  52. Kim D, Kim J. 2017. Dairy consumption is associated with a lower incidence of the metabolic syndrome in middle-aged and older Korean adults: the Korean Genome and Epidemiology Study (KoGES). Br. J. Nutr., 117(1):148-160 https://doi.org/10.1017/S000711451600444X
  53. Kim DY, Kim SH, Lim H. 2018c. Association between dietary carbohydrate quality and the prevalence of obesity and hypertension. J. Hum. Nutr. Diet., 31(5):587-596 https://doi.org/10.1111/jhn.12559
  54. Kim EK, Jun DW, Jang EC, Kim SH, Choi HS. 2012a. Effect of coffee and green tea consumption on liver enzyme and metabolic syndrome in Korean. J. Korea Acad-Ind. Coop. Soc., 13(6):2570-2578
  55. Kim HJ, Cho S, Jacobs DR Jr, Park K. 2014a. Instant coffee consumption may be associated with higher risk of metabolic syndrome in Korean adults. Diabetes Res. Clin. Pract., 106(1):145-53 https://doi.org/10.1016/j.diabres.2014.07.007
  56. Kim HK, Chung J. 2019. Associations of the eating alone behavior with nutrient intake, obesity and metabolic syndrome in middle-aged adults based on the 2013~2017 Korean National Health and Nutrition Examination Survey. J. Nutr. Health, 52(5): 435-448 https://doi.org/10.4163/jnh.2019.52.5.435
  57. Kim HJ, Ju SY, Park CR, Park YK. 2016a. Relationship between Kimchi and Metabolic Syndrome in Korean Adults: Data from the Korea National Health and Nutrition Examination Surveys (KNHANES) 2007~2012. J. Korean Dietetic. Assoc., 22(3):151-162 https://doi.org/10.14373/JKDA.2016.22.3.151
  58. Kim H, Kim YJ, Lim Y, Kwon O. 2018d. Association of coffee consumption with health-related quality of life and metabolic syndrome in Korean adults: based on 2013~2016 Korea National Health and Nutrition Examination Survey. J. Nutr. Health, 51(6):538-555 https://doi.org/10.4163/jnh.2018.51.6.538
  59. Kim HJ, Lee J, Kim J. 2018e. Association between Dietary Inflammatory Index and Metabolic Syndrome in the General Korean Population. Nutr., 10(5):648
  60. Kim H, Lee K, Rebholz CM, Kim J. 2021. Association between unhealthy plant-based diets and the metabolic syndrome in adult men and women: a population-based study in South Korea. Br. J. Nutr., 125(5):577-590 https://doi.org/10.1017/S0007114520002895
  61. Kim HJ, Oh SY, Choi DW, Park EC. 2019b. The Association between Eating-Out Rate and BMI in Korea. Int. J. Environ. Res. Public Health, 16(17):3186
  62. Kim HN, Song SW. 2014. Relationships of both Heavy and Binge Alcohol Drinking with Unhealthy Habits in Korean Adults Based on the KNHANES IV Data. Iran. J. Public Health, 43(5):579-89
  63. Kim HR. 2013. Nutrition Transition and Shiting Diet linked Noncommunicable Diseases and Policy Issues. Health and welfare policy forum, 198(0):27-37
  64. Kim JS, Ahn SH, Son SM. 2018a. Risk of Metabolic Syndrome according to Intake of White Rice and Kimchi in Korean Adults: based on the 6th Korea National Health and Nutrition Examination Survey, 2013-2015. Korean J. Community Nutr., 23(6):525-537 https://doi.org/10.5720/kjcn.2018.23.6.525
  65. Kim J, Choi YH. 2016. Physical activity, dietary vitamin C, and metabolic syndrome in the Korean adults: the Korea National Health and Nutrition Examination Survey 2008 to 2012. Public Health, 135:30-7 https://doi.org/10.1016/j.puhe.2016.01.002
  66. Kim J, Jo I, Joung H. 2012d. A rice-based traditional dietary pattern is associated with obesity in Korean adults. J. Acad. Nutr. Diet., 112(2):246-53 https://doi.org/10.1016/j.jada.2011.10.005
  67. Kim JM, Lee EJ. 2021. Association between Soft-Drink Intake and Obesity, Depression, and Subjective Health Status of Male and Female Adults. Int. J. Environ. Res. Public Health, 18(19):10415
  68. Kim J, Lim GE, Kang S, Lee K, Park TJ, Kim J. 2015. The Relationship between Daily Sodium Intake and Obesity in Korean Adults. Korean Journal of Health Promotion, Korean J. Health Promot., 15(4):175-184 https://doi.org/10.15384/kjhp.2015.15.4.175
  69. Kim JH, Park YS, Kim H. 2018f. Association between metabolic syndrome and coffee consumption in the Korean population by gender: a cross-sectional study in Korea. Asia Pac. J. Clin. Nutr., 27(5):1131-1140
  70. Kim K, Chang Y. 2021. Association of dietary fiber intake with metabolic syndrome among adult cancer survivors: a population-based cross-sectional study. Sci. Rep., 11(1):11794
  71. Kim K, Kim K, Park SM. 2016b. Association between the Prevalence of Metabolic Syndrome and the Level of Coffee Consumption among Korean Women. PLoS One, 11(12):1-15
  72. Kim KY. 2017. Relationship between Coffee Intake and Metabolic Syndrome Risk Factors according to Blood Glucose Level: From the Sixth Korea National Health and Nutrition Examination Survey (KNHANES VI-3) 2015. Korean J. Fam. Med., 23(8):184-194
  73. Kim MK, Chon SJ, Noe EB, Roh YH, Yun BH, Cho S, Choi YS, Lee BS, Seo SK. 2017a. Associations of dietary calcium intake with metabolic syndrome and bone mineral density among the Korean population: KNHANES 2008-2011. Osteoporos. Int., 28(1):299-308 https://doi.org/10.1007/s00198-016-3717-1
  74. Kim MS, Kim JS, Yu JO. 2012b. Factors Relating to Use of Food Labels among Adults with Metabolic Syndrome. J. Korean Soc. Health Educ. Promot, 29(5):1-12
  75. Kim MS, Sohn CM. 2016. Analysis of Dietary Inflammatory Index of Metabolic Syndrome in Korean: Data from the Health Examinee Cohort (2012-2014). Korean J. Hum. Ecol., 25(6):823-834 https://doi.org/10.5934/kjhe.2016.25.6.823
  76. Kim NR, Jeon MS. 2021. Chocolate consumption and the prevalence of metabolic syndrome in the Korean adult population: an analysis based on the 2014-2016 Korea National Health and Nutrition Examination Survey. Nutr. Res. Pract., 15(1):80-94 https://doi.org/10.4162/nrp.2021.15.1.80
  77. Kim S, Lim J, Kye S, Joung H. 2012c. Association between vitamin D status and metabolic syndrome risk among Korean population: based on the Korean National Health and Nutrition Examination Survey IV-2, 2008. Diabetes Res. Clin. Pract., 96(2):230-6 https://doi.org/10.1016/j.diabres.2012.01.001
  78. Kim S, Song YJ, Lee JE, Jun S, Shin S, Wie GA, Cho Y, Joung H. 2017b. Total Antioxidant Capacity from Dietary Supplement Decreases the Likelihood of Having Metabolic Syndrome in Korean Adults. Nutr., 9(10):1055
  79. Kim Y, Je Y. 2018. Moderate coffee consumption is inversely associated with the metabolic syndrome in the Korean adult population. Br. J. Nutr., 120(11):1279-1287 https://doi.org/10.1017/s0007114518002635
  80. Kim Y, Je Y. 2018. A modified Mediterranean diet score is inversely associated with metabolic syndrome in Korean adults. Eur. J. Clin. Nutr., 72(12):1682-1689 https://doi.org/10.1038/s41430-018-0156-4
  81. Ko DS, Park BY, Seok GH. 2013. Relation of Health Promotion Behaviors and Metabolic Syndrome in Daytime Workers. J. Korea inst. electronic commun. Sci., 8(12):1941-1947 https://doi.org/10.13067/JKIECS.2013.8.11.1941
  82. Kwak JW, Jeon CH, Kwak MH, Kim JH, Park YS. 2019. Relationship between Obesity and Lifestyle Factors in Young Korean Women: the Seventh Korea National Health and Nutrition Examination Survey 2016. Korean J. Health Promot., 19(1):9-15 https://doi.org/10.15384/kjhp.2019.19.1.9
  83. Kwon AR, Yoon YS, Min KP, Lee YK, Jeon JH. 2018b. Eating alone and metabolic syndrome: A population-based Korean National Health and Nutrition Examination Survey 2013-2014. Obes. Res. Clin. Pract., 12(2):146-157 https://doi.org/10.1016/j.orcp.2017.09.002
  84. Kwon YJ, Lee HS, Lee JW. 2018a. Association of carbohydrate and fat intake with metabolic syndrome. Clin. Nutr., 37(2):746-751 https://doi.org/10.1016/j.clnu.2017.06.022
  85. Lago F, Dieguez C, Gomez-Reino, J, Gualillo O. 2007. The emerging role of adipokines as mediators of inflammation and immune responses. Cytokine & growth factor rev., 18(3-4):313-325 https://doi.org/10.1016/j.cytogfr.2007.04.007
  86. Lee CJ, Joung H. 2012. Milk Intake is Associated with Metabolic Syndrome - Using Data from the Korea National Health and Nutrition Examination Survey 2007~2010. Korean J. Community Nutr., 17(6):795-804 https://doi.org/10.5720/kjcn.2012.17.6.795
  87. Lee DE, Park HS, Jin JS, Min BK, Youn IA, Suh HW, Seo JH. 2020. Analysis of Research Trends on Postpartum-women Healthcare : A Scoping Review. J. Korean Med., 41(3):32-54 https://doi.org/10.13048/jkm.20024
  88. Lee G, Choi HY. 2020. Factors Associated with Dietary Control and Physical Activity in the Management of Metabolic Syndrome in Korean Menopausal Women. Int. J. Environ. Res. Public Health, 17(18):6901
  89. Lee HJ, Cho J, Lee HSH, Kim C, Cho E. 2014. Intakes of dairy products and calcium and obesity in Korean adults: Korean National Health and Nutrition Examination Surveys (KNHANES) 2007-2009. PLoS One, 10;9(6):e99085
  90. Lee H, Na W, Sohn C. 2019a. Associations of Dietary Patterns with Sarcopenic Obesity among Middle-Aged Women. Korean J. Hum. Ecol., 28(1):21-32 https://doi.org/10.5934/kjhe.2019.28.1.21
  91. Lee JS, Park HS, Han S, Tana G, Chang MJ. 2019b. Study on relationship between caffeine intake level and metabolic syndrome and related diseases in Korean adults: 2013~2016 Korea National Health and Nutrition Examination Survey. J. Nutr. Health, 52(2):227-241 https://doi.org/10.4163/jnh.2019.52.2.227
  92. Lee KW, Cho W. 2017. The Consumption of Dairy Products Is Associated with Reduced Risks of Obesity and Metabolic Syndrome in Korean Women but not in Men. Nutr., 9(6):630
  93. Lee KW, Cho Y, Jo G, Park YK, Shin MJ. 2016a. Association of dietary intakes of total and subtypes of fat substituted for carbohydrate with metabolic syndrome in Koreans. Endocr. J., 63(11):991-999 https://doi.org/10.1507/endocrj.EJ16-0056
  94. Lee K. 2012. Gender-specific relationships between alcohol drinking patterns and metabolic syndrome: the Korea National Health and Nutrition Examination Survey 2008. Public Health Nutr., 15(10):1917-24 https://doi.org/10.1017/S136898001100365X
  95. Lee K. 2022. Food Security Moderates the Relationships of Muscle Mass with Metabolic Syndrome and Insulin Resistance. J. Bone Metab., 29(1):23-33 https://doi.org/10.11005/jbm.2022.29.1.23
  96. Lee KW, Shin D. 2021. Comparison of Dietary Behaviors and the Prevalence of Metabolic Syndrome in Single- and Multi-Person Households among Korean Adults. Healthc., 9(9):1116-31 https://doi.org/10.3390/healthcare9091116
  97. Lee SW, Jang SI. 2021. Association of Alcohol Drinking Patterns with Metabolic Syndrome and Its Components in Korean Adults: The Korea National Health and Nutrition Examination Survey 2016-2018. Int. J. Environ. Res. Public Health., 18(12):6433-45 https://doi.org/10.3390/ijerph18126433
  98. Lee SJ, Ryu HK. 2022. Association between drinking behaviors and components of metabolic syndrome in subjects in their 20s and 30s: data obtained from the Korea National Health and Nutrition Examination Survey (2016-2018). Nutr. Res. Pract., 16(3):392-404 https://doi.org/10.4162/nrp.2022.16.3.392
  99. Lee YS, Cho Y, Shin MJ. 2015. Dietary Very Long Chain Saturated Fatty Acids and Metabolic Factors: Findings from the Korea National Health and Nutrition Examination Survey 2013. Clin. Nutr. Res., 4(3):182-189 https://doi.org/10.7762/cnr.2015.4.3.182
  100. Lee Y, Lee KW, Kim Y. 2022. A Study on the Trend of Research in Food Science and Nutrition: Published in Journal of the Korean Society of Food Culture for last 21 years. J. Korean Soc. Food Cult., 37(5):385-409
  101. Lee YS, Lee SY. 2020. The Relationship between Dietary Sodium-to-Potassium Ratio and Metabolic Syndrome in Korean Adults: Using Data from the Korean National Health and Nutrition Examination Survey 2013-2015. Korean J. Health Promot., 20(3):116-124 https://doi.org/10.15384/kjhp.2020.20.3.116
  102. Lee Y, Son J, Jang J, Park K. 2016b. Coffee and metabolic syndrome: A systematic review and meta-analysis. J Nutr Health., 49(4):213-222
  103. Levac D, Colquhoun H, O'Brien KK. 2010. Scoping studies: Advancing the methodology. Implementation Sci., 5(1):69-77 https://doi.org/10.1186/1748-5908-5-69
  104. Lim M, Kim J. 2020. Association between fruit and vegetable consumption and risk of metabolic syndrome determined using the Korean Genome and Epidemiology Study (KoGES). Eur. J. Nutr., 59(4):1667-1678 https://doi.org/10.1007/s00394-019-02021-5
  105. Ministry of Health and Welfare.Korea Disease Control and Prevention Agency. 2022. 「National health statistics - Korea National Health and Nutrition Examination Survey (KNHANES) VIII 2nd (2020)」
  106. Moon HC, Choi DH, Lee TY, Kim TY, An YI, Park SJ, Jung MC. 2017. Association of Metabolic Syndrome with Whole Milk and Low Fat Milk: Using Data from the Korean National Health and Nutrition Examination Survey 2013-2015. Korean J. Health Promot., 17(4):234-241 https://doi.org/10.15384/kjhp.2017.17.4.234
  107. Munn Z, Peters MDJ, Stern C, Tufanaru C, McArthur A, Aromataris E. 2018. Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach. BMC med. Res. Methodol., 18(1):143-149 https://doi.org/10.1186/s12874-018-0611-x
  108. Na W, Yu TY, Sohn C. 2019. Development of a food-based index of dietary inflammatory potential for Koreans and its relationship with metabolic syndrome. Nutr. Res. Pract., 13(2):150-158 https://doi.org/10.4162/nrp.2019.13.2.150
  109. Nguyen HD, Oh H, Kim MS. 2022. Higher intakes of fruits, vegetables, and multiple individual nutrients is associated with a lower risk of metabolic syndrome among adults with comorbidities. Nutr. Res., 99:1-12 https://doi.org/10.1016/j.nutres.2021.11.004
  110. Oh C, No JK. 2018. Appropriate protein intake is one strategy in the management of metabolic syndrome in Korean elderly to mitigate changes in body composition. Nutr. Res., 51:21-28 https://doi.org/10.1016/j.nutres.2017.12.008
  111. Oh SS, Kim W, Han KT, Park EC, Jang SI. 2018. Alcohol consumption frequency or alcohol intake per drinking session: Which has a larger impact on the metabolic syndrome and its components. Alcohol., 71:15-23 https://doi.org/10.1016/j.alcohol.2018.01.005
  112. Paik JK, Park M, Shin JE, Jang SY, Shin JY. 2020. Dietary Protein to Carbohydrate Ratio and Incidence of Metabolic Syndrome in Korean Adults Based on a Long-Term Prospective Community-Based Cohort. Nutr., 12(11):3274
  113. Park H, Lee JS. 2019. Association with obesity and abdominal obesity according to the kind and amount of coffee intake in Korean adults: 2013~ 2016 Korea National Health and Nutrition Examination Survey. J. Nutr. Health, 52(4):369-382 https://doi.org/10.4163/jnh.2019.52.4.369
  114. Park H, Shin Y, Kwon O, Kim Y. 2018. Association of Sensory Liking for Fat with Dietary Intake and Metabolic Syndrome in Korean Adults. Nutr., 10(7):877
  115. Park JS, Kim KY. 2017. Relationship between dairy products, fish and shellfish intake and metabolic syndrome risk factors in prediabetes: based on the sixth Korea National Health and Nutrition Examination Survey (KNHANES VI-3) 2015. J. Nutr. Health, 50(5):447-459 https://doi.org/10.4163/jnh.2017.50.5.447
  116. Park JY, Kim MJ, Kim JH. 2019. Influence of Alcohol Consumption on the Serum hs-CRP Level and Prevalence of Metabolic Syndrome - Based on the 2015 Korean National Health and Nutrition Examination Survey -. J. Korean Diet Assoc., 25(2):83-104
  117. Park J, Kweon S, Kim Y, Jang MJ, Oh K. 2012. Dietary behaviors related to metabolic syndrome in Korean adults. Korean J. Community Nutr., 17(5):664-675 https://doi.org/10.5720/kjcn.2012.17.5.664
  118. Park J, Park Y, Lee Y, Lee J, Lee S, Shin C, Sung ES. 2021b. Comparative analysis of energy intake and physical activity according to household type and presence of metabolic syndrome in middle-aged men based on data from the 7th Korea national health and nutrition examination survey (KNHANES) (2016-2018). Phys. Act. Nutr., 25(4):1-9
  119. Park PS, Li MS, Park MY. 2021c. Dietary Factors Associated with Metabolic Syndrome Status in Korean Menopausal Women: Based on the 2016~2017 Korea National Health and Nutrition Examination Survey. Korean J. Community Nutr., 26(6):482-494
  120. Park S, Ahn J, Kim NS, Lee BK. 2017a. High carbohydrate diets are positively associated with the risk of metabolic syndrome irrespective to fatty acid composition in women: the KNHANES 2007-2014. Int. J. Food Sci. Nutr., 68(4):479-487 https://doi.org/10.1080/09637486.2016.1252318
  121. Park S, Ahn J, Lee BK. 2016. Very-low-fat diets may be associated with increased risk of metabolic syndrome in the adult population. Clin. Nutr., 35(5):1159-67 https://doi.org/10.1016/j.clnu.2015.09.010
  122. Park S, Ham JO, Lee BK. 2015. Effects of total vitamin A, vitamin C, and fruit intake on risk for metabolic syndrome in Korean women and men. Nutr., 31(1):111-8 https://doi.org/10.1016/j.nut.2014.05.011
  123. Park S, Kim K, Lee BK, Ahn J. 2021a. A Healthy Diet Rich in Calcium and Vitamin C Is Inversely Associated with Metabolic Syndrome Risk in Korean Adults from the KNHANES 2013-2017. Nutr., 13(4):1312
  124. Ryu JY, Kim DH. 2013. Gender Differences in the Relationship between Alcohol Use Behaviors and Metabolic Syndrome - Korean National Health and Nutrition Examination Survey (KNHANES) V 2010 -. Korean J. Health Educ. Promot., 30(1):83-93
  125. Seo EH, Kim H, Kwon O. 2019b. Association between Total Sugar Intake and Metabolic Syndrome in Middle-Aged Korean Men and Women. Nutr., 11(9):2042
  126. Seo SH, Hong J, Son IH, Han YH, Hyun T. 2019a. Association of Korean fermented cabbage kimchi consumption with an incidence of metabolic syndrome: 10-year follow-up results of the Korean Genome and Epidemiology Study. J. Nutr. Health, 52(6):569-580 https://doi.org/10.4163/jnh.2019.52.6.569
  127. Shin BR, Choi YK, Kim HN, Song SW. 2016. High dietary calcium intake and a lack of dairy consumption are associated with metabolic syndrome in obese males: the Korean National Health and Nutrition Examination Survey 2010 to 2012. Nutr. Res., 36(6):518-25 https://doi.org/10.1016/j.nutres.2016.01.002
  128. Shin D, Joh HK, Kim KH, Park SM. 2013a. Benefits of potassium intake on metabolic syndrome: The fourth Korean National Health and Nutrition Examination Survey (KNHANES IV). Atheroscler., 230(1):80-5 https://doi.org/10.1016/j.atherosclerosis.2013.06.025
  129. Shin H, Linton JA, Kwon Y, Jung Y, Oh B, Oh S. 2017. Relationship between Coffee Consumption and Metabolic Syndrome in Korean Adults: Data from the 2013-2014 Korea National Health and Nutrition Examination Survey. Korean J. Fam. Med., 38(6):346-351 https://doi.org/10.4082/kjfm.2017.38.6.346
  130. Shin H, Yoon YS, Lee Y, Kim C, Oh SW. 2013b. Dairy product intake is inversely associated with metabolic syndrome in Korean adults: Anseong and Ansan cohort of the Korean Genome and Epidemiology Study. J. Korean Med. Sci., 28(10):1482-8 https://doi.org/10.3346/jkms.2013.28.10.1482
  131. Shin S, Kim SA, Ha J, Lim K. 2018. Sugar-Sweetened Beverage Consumption in Relation to Obesity and Metabolic Syndrome among Korean Adults: A Cross-Sectional Study from the 2012?2016 Korean National Health and Nutrition Examination Survey (KNHANES). Nutr., 10(10):1467
  132. Shin S, Lee S. 2019. Association between total diet quality and metabolic syndrome incidence risk in a prospective cohort of Korean adults. Clin. Nutr. Res., 8(1):46-54 https://doi.org/10.7762/cnr.2019.8.1.46
  133. Shin S, Lee S. 2020. Relation between the Total Diet Quality based on Korean Healthy Eating Index and the Incidence of Metabolic Syndrome Constituents and Metabolic Syndrome among a Prospective Cohort of Korean Adults. Korean J. Community Nutr., 25(1):61-70 https://doi.org/10.5720/kjcn.2020.25.1.61
  134. Shin W, Kim J. 2019. Low riboflavin intake is associated with cardiometabolic risks in Korean women. Asia Pac. J. Clin. Nutr., 28(2):285-299
  135. Shon J, Han Y, Park YJ. 2022. Effects of Dietary Fat to Carbohydrate Ratio on Obesity Risk Depending on Genotypes of Circadian Genes. Nutr., 14(3):478
  136. Solem RC. 2015. Limitation of a cross-sectional study. Am. J. Orthod. Dentofac. Orthop., 14805
  137. Son SH, Seo JS, Lee HJ, Park K, Ha TY. 2013. Nutritional Evaluation and Its Relation to the Risk of Metabolic Syndrome according to the Consumption of Cooked Rice and Cooked Rice with Multi-grains in Korean Adults: Based on 2007-2008 Korean National Health and Nutrition Examination Survey. Korean J. Community Nutr., 18(1):77-87
  138. Song FF, Jang JA, Kim Y, Yoon H, Cho MS. 2015. Analysis of Dietary Intake Status and Risk of Metabolic Syndrome According to White Rice Consumption in Korea: Basted on Data 1st (1998), 4th (2007~2009), 6th (2013) Korean National Health and Nutrition Examination Survey (KNHANES). J. Korean Soc. Food Cult., 30(5):682-694 https://doi.org/10.7318/KJFC/2015.30.5.682
  139. Song F, Oh JE, Lee KW, Cho MS. 2016. The effect of coffee consumption on food group intake, nutrient intake, and metabolic syndrome of Korean adults-2010 KNHANES (V-1). NFS. J., 4:9-14 https://doi.org/10.1016/j.nfs.2016.04.002
  140. Song HJ, Cho YG, Lee HJ. 2013. Dietary sodium intake and prevalence of overweight in adults. Metab. Clin. Exp., 62(5):703-8 https://doi.org/10.1016/j.metabol.2012.11.009
  141. Song HY, Park HE. 2015. The relations of the elderly's eating habits with their obesity. J. Korea Acad-Ind. Coop. Soc, 16(8):5404-5412 https://doi.org/10.5762/KAIS.2015.16.8.5404
  142. Song JY, Choi M, Kim OY. 2021. Relationship between Meal Regularity and the Metabolic Syndrome among Korean Single-Person Household Adults under 60 Years of Age: Based on the Seventh Korea National Health and Nutrition Examination Survey (2016~2018). J. Korean Diet. Assoc., 27(1):1-14
  143. Song SJ, Lee JE, Song WO, Paik HY, Song Y. 2014. Carbohydrate intake and refined-grain consumption are associated with metabolic syndrome in the Korean adult population. J. Acad. Nutr. Diet., 114(1):54-62 https://doi.org/10.1016/j.jand.2013.08.025
  144. Song SJ, Lee YJ, Song YJ. 2020. Association between Dietary Carbohydrate Intake and Cardiovascular Risk Factors According to Low-Density Lipoprotein Cholesterol Levels in Korean Adults. Korean J. Health Promot., 20(4):182-193 https://doi.org/10.15384/kjhp.2020.20.4.182
  145. Song SJ, Song YJ. 2021. Dietary Fiber and Its Source Are Associated with Cardiovascular Risk Factors in Korean Adults. Nutr, 13(1):160
  146. Sung H, Park JM, Oh SU, Ha K, Joung H. 2021. Consumption of Ultra-Processed Foods Increases the Likelihood of Having Obesity in Korean Women. Nutr., 13(2):698
  147. The Joanna Briggs Institute. 2015. Joanna Briggs Institute Reviewers' Manual: 2015- Methodology for JBI Scoping Reviews, The Joanna Briggs Institute.).
  148. Thomas A, Lubarsky S, Durning SJ, Young ME. 2017. Knowledge syntheses in medical education: demystifying scoping reviews. Acad Med., 92(2):161-166 https://doi.org/10.1097/ACM.0000000000001452
  149. Woo H, Choi B, Kim M. 2016. Cross-Sectional and Longitudinal Associations between Egg Consumption and Metabolic Syndrome in Adults ≥40 Years Old: The Yangpyeong Cohort of the Korean Genome and Epidemiology Study (KoGES_Yangpyeong). PLoS One, 11(1):e0147729
  150. Woo HW, Lim YH, Kim MK, Shin J, Lee YH, Shin DH, Shin DH, Choi BY. 2020. Prospective associations between total, animal, and vegetable calcium intake and metabolic syndrome in adults aged 40 years and older. Clin. Nutr., 39(7):2282-2291 https://doi.org/10.1016/j.clnu.2019.10.020
  151. Yoo JE, Kim JS, Son SM. 2017. Risk of Metabolic Syndrome according to Intakes of Vegetables and Kimchi in Korean Adults: Using the 5th Korea National Health and Nutrition Examination Survey, 2010-2011. Korean J. Community Nutr., 22(6):507-519 https://doi.org/10.5720/kjcn.2017.22.6.507
  152. Yoo KB, Suh HJ, Lee M, Kim JH, Kwon JA, Park EC. 2014. Breakfast eating patterns and the metabolic syndrome: the Korea National Health and Nutrition Examination Survey (KNHANES) 2007-2009. Asia Pac. J. Clin. Nutr., 23(1):128-37
  153. Yoo S, Kim DY, Lim H. 2020. Sarcopenia in relation to nutrition and lifestyle factors among middle-aged and older Korean adults with obesity. Eur. J. Nutr., 59(8):3451-3460 https://doi.org/10.1007/s00394-020-02179-3
  154. Yoon ES, Lee JY, Kang HS, Ann ES, Woo SG, Kim DJ. 2008. Optimal exercise volume for prevention, treatment of obesity and metabolic syndrome in central obese mid-Life women -Focused on pre,post menopausal women-. Korean J. Phys. Educ., 47(6):669-681
  155. Yoon J, Shin Y, Kang B, Byeon S, Kim SA, Kim Y. 2017. Intake of Antioxidant Nutrients and Risk of Metabolic Syndrome according to Degree of Stress in Rural Korean Women. Korean J. Food Cook Sci., 46(7):868-875
  156. Yoon SR, Fogleman SK, Kim H, Lee KE, Kim OY. 2020. Breakfast Intake Effect on the Association between Fast-Food Consumption and the Risk of Obesity and Dyslipidemia in Korean Adults Aged 20-39 Years Based on the Korea National Health and Nutrition Examination Survey IV 2013-2014. Clin. Nutr. Res., 9(2):107-121 https://doi.org/10.7762/cnr.2020.9.2.107
  157. World Health Organization. Healthy diet. Available from: https://www.who.int/health-topics/healthy-diet#tab=tab_1, [accessed 2022.11.03]
  158. Korea Disease Control and Prevention Agency. 2021 Chronic disease status and issues; chronic disease fact book. Available from: https://www.kdca.go.kr/gallery.es?mid=a20503020000&bid=0003&act=view&list_no=145399, [accessed 2022.10.12]
  159. National Health Insurance Service. 2022 Health examination statistics. Available from: https://kosis.kr/statHtml/statHtml.do?orgId=350&tblId=DT_35007_N139, [accessed 2022. 11.03]