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"Metabolic Syndrome"

Original Article

The relationship between sleep duration and obesity among risky drinking workers: using the Korea National Health and Nutrition Survey
Jion Kim, Sinyoung Cho, Young Ho Yun
Received August 27, 2024  Accepted November 10, 2024  Published online April 8, 2025  
DOI: https://doi.org/10.4082/kjfm.24.0205    [Epub ahead of print]
Background
The association between sleep duration and obesity risk among risky drinkers remains controversial. This study aims to investigate the relationship between adequate sleep duration and both central and overall obesity among risky drinkers in Korea, with a focus on identifying potential interventions to reduce obesity rates.
Methods
We analyzed data from 978 individuals, selected from 1,356 risky drinkers—as defined by the World Health Organization criteria—who participated in the 2019–2020 Korea National Health and Nutrition Examination Survey. Participants had no missing values and were engaged in economic activities. Demographic characteristics and key variables by obesity status were examined using frequency analysis and chi-square tests. Multivariable logistic regression analysis was performed to explore the association between sleep duration and obesity. To account for the stratified sampling design, we utilized complex sample analysis with weighted values.
Results
Risky drinkers with adequate sleep duration (7–9 hours) were less likely to be obese based on waist circumference (≥90 cm in males; ≥85 cm in females) (odds ratio [OR], 0.64; 95% confidence interval [CI], 0.48–0.86) and body mass index (≥25 kg/m2) (OR, 0.56; 95% CI, 0.41–0.76). Trend analysis revealed a significant inverse relationship between sleep duration and obesity likelihood (P for trend <0.05). Gender-stratified analysis demonstrated that the association was significant among males and more pronounced in risky drinkers compared to the general population.
Conclusion
This study suggests that adequate sleep duration may play a key role in reducing obesity rates among Korean male risky drinkers. Further longitudinal studies are recommended to strengthen this finding.
  • 201 View
  • 11 Download

Review Article

The socioeconomic and environmental determinants of metabolic dysfunction-associated steatotic liver disease: understanding inequalities in prevalence and outcomes
Dominika Lorek, Krzysztof Łupina, Wiktoria Bisaga, Dominik Malicki, Weronika Stępień, Laura Kumor, Jakub Janczura
Korean J Fam Med 2025;46(2):61-69.   Published online March 19, 2025
DOI: https://doi.org/10.4082/kjfm.25.0027
Metabolism-associated steatotic liver disease (MASLD) is the most prevalent chronic liver condition worldwide and affects nearly 30% of the global population. While traditionally associated with metabolic risk factors, such as obesity and insulin resistance, increasing attention is being directed toward socioeconomic and environmental determinants that contribute to disparities in MASLD prevalence and outcomes. Low-income populations often experience higher rates of MASLD owing to limited access to healthcare, poor diet quality, and reduced opportunities for physical activity. Conversely, high-income countries are witnessing a paradoxical rise in MASLD cases, driven by sedentary lifestyles and excessive consumption of ultra-processed foods. This review examined the effects of socioeconomic status, education, healthcare access, and environmental exposure on the epidemiology of MASLD. The findings revealed that individuals from lower socioeconomic backgrounds and migrant populations experience a disproportionately higher burden of MASLD due to systemic healthcare barriers, dietary transitions, and occupational exposure. Children and adolescents face increasing susceptibility owing to rising obesity rates, and geographic disparities highlight Europe as the most affected region, followed by Asia and North America. Given the growing public health impact of MASLD, addressing both socioeconomic and environmental determinants is essential. Future efforts should prioritize policy-driven interventions, including equitable healthcare access, lifestyle modifications, and research into novel therapeutic approaches to mitigate the disease burden and improve patient outcomes.
  • 673 View
  • 29 Download
Original Articles
A cross-sectional study of breakfast skipping and body composition among young adults
Esther Kim, Kyujin Choi, Su-Min Jeong, Hee-Kyung Joh
Received August 29, 2024  Accepted November 15, 2024  Published online February 26, 2025  
DOI: https://doi.org/10.4082/kjfm.24.0217    [Epub ahead of print]
Background
Although breakfast provides essential nutrients and energy, skipping this meal has become increasingly common among young adults in Korea. In this study, we examine the relationship between breakfast consumption and body composition.
Methods
We analyzed data from 17,763 students aged 18–39 at Seoul National University (2018–2022). Participants were categorized based on their breakfast frequency: non-skippers, 1 to 3-day skippers, and 4 to 7-day skippers. Measurements included body mass index, waist circumference, body fat percentage, fat mass index (FMI), fat-free mass index (FFMI), and skeletal muscle mass index (SMI). Multivariable logistic and linear regression models adjusted for age, sex, alcohol use, smoking, physical activity, sleep, and food consumption frequencies were used.
Results
Obesity (17.4% vs. 14.8%) and abdominal obesity (10.0% vs. 7.8%) were higher in those skipping breakfast 4 to 7 d/wk compared with non-skippers. Skipping breakfast was not significantly associated with abdominal obesity in either sex. In women, the odds of obesity were higher (odds ratio, 1.57; 95% confidence interval, 1.14–2.15; P=0.006), whereas no significant difference was observed in men. Men who skipped breakfast had increased body fat percentage (coefficient, 0.87; P<0.001) and FMI (coefficient, 0.18; P=0.009) and decreased FFMI and SMI. Women showed increased body fat percentage (coefficient, 0.92; P<0.001) and FMI but no significant differences in FFMI or SMI.
Conclusion
Skipping breakfast adversely affects body composition by increasing body fat percentage and FMI. Further research is needed to confirm these findings and explore the underlying mechanisms.
  • 756 View
  • 34 Download
Association between Circadian Rhythm-Disturbing Factors and Metabolic Syndrome in Korean Adults: Korea National Health and Nutrition Examination Survey (2016–2020)
Sujin Lee, Junhee Park, Hyunjin Cho, Jun Hyun Yoo
Received August 29, 2023  Accepted January 23, 2024  Published online July 9, 2024  
DOI: https://doi.org/10.4082/kjfm.23.0161    [Epub ahead of print]
Background
Circadian misalignment is associated with metabolic syndrome. This study aimed to examine the association between circadian rhythm-disturbing factors and metabolic syndrome.
Methods
We used data from the 7th and 8th Korea National Health and Nutrition Examination Survey conducted between 2016 and 2020, which surveyed 16,253 individuals. Circadian rhythm-disturbing factors were defined as follows: sleep duration outside the reference group (6–8 hours), irregular breakfast, shift work, and physical inactivity. The adjusted odds ratio (aOR) for metabolic syndrome was calculated based on the number of circadian rhythm-disturbing factors present in adults over the age of 19 years.
Results
Among a total of 16,253 participants (mean age 48.2±15 years), metabolic syndrome was found in 5,237 participants (29.3 %). The participants were classified into three categories based on the number of circadian rhythm-disturbing factors as follows: 2,627 (15.6%) did not have any factors, 6,406 (38.13%) had one factor, and 7,220 (46.3%) had two or more factors. Participants with a single circadian rhythm-disturbing factor were 21% more likely to have metabolic syndrome (aOR, 1.21; 95% confidence interval [CI], 1.08–1.36), and participants with two or more factors were 27% more likely to have metabolic syndrome (aOR, 1.27; 95% CI, 1.12–1.43).
Conclusion
Circadian rhythm-disturbing factors were significantly associated with the prevalence of metabolic syndrome in Korean adults. This finding has potential clinical implications for maintaining circadian rhythms by avoiding certain factors to prevent metabolic syndrome. Further studies are required to confirm these findings.
  • 1,206 View
  • 33 Download
Association between mothers’ working hours and metabolic syndrome in children and adolescents: data from the Korea National Health and Nutrition Examination Survey, 2016–2020
Myoung-hye Lee, Joo-Eun Jeong, Hoon-Ki Park, Hwan-Sik Hwang, Kye-Yeung Park
Korean J Fam Med 2025;46(2):84-91.   Published online May 8, 2024
DOI: https://doi.org/10.4082/kjfm.23.0157
Background
Prevention and management of metabolic syndrome (MetS) during childhood are crucial. Recently, obesity among children and adolescents has increased with an increase in mothers’ working hours. The present study was conducted to determine the relationship between mothers’ working hours and MetS in their children.
Methods
Data from the 2016–2020 National Health and Nutrition Examination Survey were used, and 2,598 children and adolescents aged 10–18 years were included. Logistic regression analysis was conducted to confirm the association between MetS and mothers’ working hours for each risk factor. Linear regression analysis was conducted to confirm the association between mothers’ working hours and the number of risk factors for MetS.
Results
Abdominal obesity in children was higher when the mothers’ working hours were 53 hours or more (odds ratio [OR], 2.267; 95% confidence interval [CI], 1.21–4.25). In the trend analysis, the OR of children’s abdominal obesity increased significantly as mothers’ working hours increased (P-value <0.05). Additionally, sex-stratified analysis revealed a significant trend between maternal work hours and the presence of MetS in female children (P=0.016). The adjusted OR of the presence of MetS in female children with mothers working 53 hours or more weekly was 6.065 (95% CI, 1.954–18.822).
Conclusion
Mothers’ working hours were highly correlated with the risk of abdominal obesity in their children. The OR of the presence of MetS significantly increased in female children with mothers having longer working hours compared with those with stay-at-home mothers.
  • 1,427 View
  • 41 Download
Changes in the prevalence of metabolic syndrome before and after the COVID-19 pandemic according to household income levels
Hyunjung Kang, Dagyeong Lee, Junhee Park, Su-Min Jung
Korean J Fam Med 2025;46(1):27-34.   Published online April 25, 2024
DOI: https://doi.org/10.4082/kjfm.23.0171
Background
Since the World Health Organization’s pandemic declaration in March 2020, Korea has witnessed shifts in lifestyle behaviors, impacting habits tied to socioeconomic status and contributing to metabolic syndrome (MetS). To investigate this issue, the current study aimed to investigate changes in MetS prevalence, particularly based on income levels before and after the coronavirus disease 2019 (COVID-19) pandemic.
Methods
This study used data from the 8th Korea National Health and Nutrition Examination Survey (2019–2020). A total of 6,840 individuals aged 30–65 years were included in this study. Household income was divided into high (≥75th percentile), middle (25–75th percentile), and low (≤25th percentile). A multivariable logistic regression analysis was performed to explore the interaction between this association before and after the COVID-19 pandemic.
Results
A statistically significant difference was found in the prevalence of MetS before and after the COVID-19 pandemic (26.7% to 30.2%, P=0.001). These changes differed based on income levels. The increase in the prevalence of MetS was statistically significant in the low- and high-income groups but not in the middle-income group (low: 8.0%p increase [P=0.039], middle: 1.0%p increase [P=0.522], high: 6.4%p increase [P<0.001]). The interaction between household income and the COVID-19 pandemic on MetS was statistically significant (P for interaction=0.032).
Conclusion
This study revealed that P for interaction between household income, MetS, and the period before and after the COVID-19 pandemic was significant. Changes in physical activity and eating habits during the COVID-19 pandemic may have contributed to these differences.
  • 1,959 View
  • 65 Download
Relationship between Serum Total Testosterone Concentration and Metabolic Syndrome in Premenopausal Obese Women
Kyu-Jin Kim, Jun-Ho Lee, Seong-Ju Kim, Byung-Yeon Yu, Jee-Hyun Kang
Korean J Fam Med 2024;45(4):215-222.   Published online February 28, 2024
DOI: https://doi.org/10.4082/kjfm.23.0089
Background
Men with low testosterone levels are at an increased risk of developing metabolic syndrome, irrespective of age or obesity. However, the relationship between metabolic syndrome and testosterone levels in women remains unclear. We compared the total testosterone concentrations between premenopausal obese women with and without metabolic syndrome and identified the factors affecting these concentrations.
Methods
A single-center retrospective analysis was conducted using the medical records of 580 premenopausal women with obesity. The diagnostic criteria for metabolic syndrome were established using the National Cholesterol Education Program Adult Treatment Panel III guidelines.
Results
The mean±standard deviation age, weight, and body mass index were 38.8±8.4 years, 78.0±11.8 kg, and 30.0±4.1 kg/m2, respectively. The mean total testosterone concentration was lower in the metabolic syndrome group than in the non-metabolic syndrome group (n=385 vs. n=195; 0.22±0.10 ng/mL vs. 0.24±0.11 ng/mL; P<0.001). In a model adjusted for age, body mass index, skeletal muscle mass, body fat mass, and body fat percentage, the odds ratio for metabolic syndrome with respect to the total testosterone level was 0.128 (P=0.028). Testosterone concentration was negatively correlated with age (r=-0.334), systolic blood pressure (r=-0.084), and triglyceride concentration (r=-0.093) but positively correlated with weight (r=0.144), body mass index (r=0.140), waist circumference (r=0.133), body fat mass (r=0.167), and body fat percentage (r=0.167). Stepwise regression analysis revealed that age (β=-0.004, P<0.001), body mass index (β=0.003, P=0.004), and high-density lipoprotein cholesterol concentration (β=0.001, P=0.019) were independently associated with total testosterone concentration (adjusted R2=12.6%).
Conclusion
Metabolic syndrome and obesity may be independently associated with testosterone levels in premenopausal women with obesity.

Citations

Citations to this article as recorded by  
  • The Interconnected Nature of Smoking, Depression, and Obesity in Behavioral Medicine
    Joung Sik Son
    Korean Journal of Family Medicine.2024; 45(4): 181.     CrossRef
  • 2,310 View
  • 61 Download
  • 1 Web of Science
  • 1 Crossref
Low Muscle Strength as Risk Factor for Non-Alcoholic Fatty Liver Disease in Different Metabolic Conditions
Hye-Sun Rho, Whan-Seok Choi
Korean J Fam Med 2024;45(2):89-95.   Published online November 28, 2023
DOI: https://doi.org/10.4082/kjfm.23.0118
Background
Non-alcoholic fatty liver disease (NAFLD) recently became a leading liver disease that threatens health worldwide. Low muscle strength, obesity, insulin resistance, and metabolic syndrome are recognized key factors for NAFLD. However, the impact of low muscle strength itself in different metabolic conditions has not been widely studied.
Methods
A cross-sectional analysis was performed of a sample of 5,427 participants from the 2019 Korea National Health and Nutrition Examination Survey. Relative handgrip strength (rHGS, defined as handgrip strength/body mass index) was used to assess muscle strength. The cut-off values for a low rHGS were 1.405 for men and 0.850 for women. NAFLD was diagnosed if the Hepatic Steatosis Index was >36. Participants were stratified according to insulin resistance, metabolic syndrome, and central obesity for the subgroup analyses.
Results
Complex sample multivariate logistic regression analysis revealed a significant association between low muscle strength and NAFLD after the adjustment for other confounders (odds ratio [OR], 1.92; P<0.001). In the insulin resistance, metabolic syndrome, and central obesity subgroups, a significant association between low muscle strength and NAFLD remained (OR, 1.66–4.19 depending on subgroup; all P<0.05), whereas it did not in the no central obesity group.
Conclusion
This study demonstrated that low muscle strength is correlated with a risk of NAFLD. This relationship was independent of insulin resistance and metabolic syndrome but was dependent on the presence of central obesity.

Citations

Citations to this article as recorded by  
  • Possible association between metabolic dysfunction-associated steatotic liver disease predictors and hand grip strength
    Suyeon Lee, Jong-Koo Kim, Taesic Lee
    Scientific Reports.2025;[Epub]     CrossRef
  • Association Between Relative Grip Strength, Insulin Resistance, and Nonalcoholic Fatty Liver Disease Among Middle-Aged and Older Adults: A Prospective Cohort Study
    DooYong Park, Byungul Lim, On Lee
    Metabolic Syndrome and Related Disorders.2024;[Epub]     CrossRef
  • The impact of appendicular skeletal muscle index and trunk muscle index on stress urinary incontinence risk in female adults: a retrospective study
    Junwei Wang, Cunming Zhang, Aiwei Zhang
    Frontiers in Nutrition.2024;[Epub]     CrossRef
  • Joint Association of Relative Grip Strength and Regular Exercise Participation with Nonalcoholic Fatty Liver Disease: A Prospective Cohort Study
    Sujung Yoo, Dooyong Park
    The Korean Journal of Sports Medicine.2024; 42(4): 262.     CrossRef
  • 3,581 View
  • 76 Download
  • 2 Web of Science
  • 4 Crossref
Fruit Intake and Changes of Cardio-Metabolic Risk Factors in People with Obesity
Shiao Shih Liu, Ju Young Kim, Jung Ha Park, Sohye Kim, Kiheon Lee, Woo Kyung Bae, Kee Hyuck Lee, Jong Soo Han, Hyejin Lee, Se Young Jung
Korean J Fam Med 2021;42(5):382-389.   Published online September 20, 2021
DOI: https://doi.org/10.4082/kjfm.20.0205
Background
This study aimed to explore the relationship between fruit intake, changes in fruit intake, and changes in cardiometabolic factors in people with obesity.
Methods
A total of 21,270 subjects (8,718 men, 12,552 women) aged 40 years and over, from the Korean-based Genome and Epidemiology Study, were followed up for an average of 4.4 years. Fruit intake was assessed using a food frequency questionnaire at baseline and the second follow-up. The beta coefficient and confidence intervals for changes in cardiometabolic risk factors according to fruit consumption were calculated using a linear regression model.
Results
In men, the abdominal circumference decreased with changes in fruit intake (P=0.029). Fruit intake and increased fruit intake in men were associated with a lower systolic blood pressure (P=0.012 and P=0.02, respectively) and lower triglyceride levels (P=0.002 and P<0.001, respectively). In women, abdominal circumference decreased with both fruit intake and increased fruit intake (P<0.001 and P=0.013, respectively). Systolic blood pressure and triglycerides tended to decrease only with fruit intake (P=0.048 and P<0.001, respectively). Unlike in men, fasting blood glucose tended to decrease in women with both fruit intake and increased fruit intake (P=0.011 and P=0.005, respectively).
Conclusion
Fruit intake and increased fruit intake may have beneficial effects on cardiometabolic risk factors among individuals who are obese.

Citations

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  • Associations of cMIND Diet with depressive and anxiety symptoms among old people in China: a nationwide study
    Tengfei Niu, Yu Zhang, Xilin Zhou, Kun Shen, Xinyan Ji, Juan Zhu, Ouxiang Wu, Xiaobing Xian
    European Journal of Nutrition.2025;[Epub]     CrossRef
  • Fruits and the Risk of Type 2 Diabetes: The Korean Genome and Epidemiology Study Cohort
    Hojun Yu, Cheol Min Lee, Seung-Won Oh
    Korean Journal of Family Medicine.2024; 45(1): 44.     CrossRef
  • Association between cMIND diet and hypertension among older adults in China: a nationwide survey
    Yazhu Wang, Yu Zhang, Xinrong Zeng, Xiaobing Xian, Jingyu Chen, Tengfei Niu
    Aging Clinical and Experimental Research.2024;[Epub]     CrossRef
  • Impact of fruits and vegetables consumption on metabolic health: a case–control study
    Azza Abd El-Shaheed, Nermine N. Mahfouz, May M. Abdel Hamid
    Bulletin of the National Research Centre.2024;[Epub]     CrossRef
  • Effects of Semaglutide on Cardiac Protein Expression and Cardiac Function of Obese Mice
    Xiaoyu Pan, Lin Yue, Jiangli Ban, Lin Ren, Shuchun Chen
    Journal of Inflammation Research.2022; Volume 15: 6409.     CrossRef
  • Current status of nutrient intake in Korea: focused on macronutrients
    Seung-Won Oh
    Journal of the Korean Medical Association.2022; 65(12): 801.     CrossRef
  • Current status of health promotion in Korea
    Soo Young Kim
    Journal of the Korean Medical Association.2022; 65(12): 776.     CrossRef
  • 5,089 View
  • 120 Download
  • 6 Web of Science
  • 7 Crossref
Relationship between Metabolic Syndrome and Hearing Loss: Korea National Health and Nutritional Survey
Jiyoung Kim, In Young Cho, Yohwan Yeo, Yun-Mi Song
Korean J Fam Med 2021;42(1):53-58.   Published online June 11, 2020
DOI: https://doi.org/10.4082/kjfm.19.0131
Background
We aimed to evaluate the association between metabolic syndrome (MetS) and hearing loss (HL) in light of noise exposure in Korean middle-aged adults.
Methods
Subjects were 10,356 adults (4,509 males, 5,847 females) aged 40–80 years, who completed audiometric tests and laboratory examinations as part of the Korea National Health and Nutrition Examination Survey between 2010 and 2012. MetS was defined according to the National Cholesterol Education Program-Third Adult Treatment Panel (NCEP III) and International Diabetes Federation (IDF). Low-frequency HL was defined as pure tone averages >25 decibels (dB) at low frequencies (0.5, 1, and 2 kilohertz [kHz]). High-frequency HL was defined as pure tone averages >25 dB at high frequencies (3, 4, and 6 kHz). Odd ratios (OR) and 95% confidence intervals (CI) of MetS associated with each HL type were estimated using multiple logistic regression analysis after adjusting for covariates and taking into consideration sampling weight.
Results
Thirty eight point one percent and 28.6% met the MetS by NCEP III and IDF criteria, respectively. Prevalence of HL was 29.3% and 63.9% for low- and high-frequency HL, respectively. MetS defined by NCEP III was associated with higher risk of high-frequency HL (OR, 1.35; 95% CI, 1.05–1.73), while MetS by IDF criteria was not. The interaction by the noise exposure on the MetS and high-frequency HL was not significant (P-interaction=0.100). There was no association between MetS and low-frequency HL, regardless of applied diagnostic criteria for MetS.
Conclusion
Our findings suggest MetS is associated with high-frequency HL in people with exposure to noise.

Citations

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  • Association of Polycystic Ovary Syndrome With Sensorineural Hearing Loss: A Systematic Review and Meta‐analysis
    Tai‐Yu Chen, Mei‐Jou Chen, Kuang‐Hsu Lien
    Otolaryngology–Head and Neck Surgery.2025; 172(4): 1121.     CrossRef
  • The association between occupational noise exposure, hearing loss, and metabolic syndrome among workers in a textile factory: A cross-sectional study
    Kiana Taheria, Saber Mohammadi, Mahin Hosseininejad
    Almanac of Clinical Medicine.2025; 53(1): 9.     CrossRef
  • Traumatismo acústico agudo
    J.-L. Puel, J. Wang
    EMC - Otorrinolaringología.2024; 53(1): 1.     CrossRef
  • Association of Metabolic Health With Hearing Impairment Among Older Adults: A Nationwide Analysis of Follow-Up Data
    Hye Jun Kim, Seogsong Jeong, Beom Sik Park, Yun Hwan Oh, Michelle J. Suh
    Korean Journal of Otorhinolaryngology-Head and Neck Surgery.2024; 67(8): 431.     CrossRef
  • Association between Sleep Duration and Presbycusis in Korean Adults: Korea National Health and Nutrition Examination Survey
    Min Ju Kang, Youngin Lee, Yun Jin Kim, Sang Yeoup Lee, Jeong Gyu Lee, Yu Hyeon Yi, Young Hye Cho, Young Jin Tak, Eun Ju Park, Seung Hun Lee, Gyu Lee Kim, Jung In Choi, Young Jin Ra, Sae Rom Lee, Ryuk Jun Kwon, Soo Min Son, Yea Ji Lee, Young Eun Choi
    Korean Journal of Family Medicine.2023; 44(2): 117.     CrossRef
  • Traumatisme acoustique aigu
    J.-L. Puel, J. Wang
    EMC - Oto-rhino-laryngologie.2023; 38(4): 1.     CrossRef
  • Association of dietary factors with noise-induced hearing loss in Korean population: A 3-year national cohort study
    Hyun Jin Lee, Juhyung Lee, Chulyoung Yoon, Yesai Park, Young-Hoon Joo, Jun-Ook Park, Young Joon Seo, Kyoung Ho Park, Ahmad Salimi
    PLOS ONE.2022; 17(12): e0279884.     CrossRef
  • Association of Metabolic Syndrome with Sensorineural Hearing Loss
    Hwa-Sung Rim, Myung-Gu Kim, Dong-Choon Park, Sung-Soo Kim, Dae-Woong Kang, Sang-Hoon Kim, Seung-Geun Yeo
    Journal of Clinical Medicine.2021; 10(21): 4866.     CrossRef
  • 4,454 View
  • 151 Download
  • 4 Web of Science
  • 8 Crossref
Impact of Visceral Obesity on the Risk of Incident Metabolic Syndrome in Metabolically Healthy Normal Weight and Overweight Groups: A Longitudinal Cohort Study in Korea
Yoon Hye Lee, Jiyong Park, Seran Min, Oklim Kang, Hyuktae Kwon, Seung-Won Oh
Korean J Fam Med 2020;41(4):229-236.   Published online April 29, 2020
DOI: https://doi.org/10.4082/kjfm.18.0122
Background
Although both obesity, measured by body mass index, and visceral obesity are known to be major risk factors of metabolic syndrome and its components, there have been debates on the relative contribution of general obesity and visceral obesity to the development of metabolic syndrome.
Methods
We performed a large longitudinal cohort study of 3,093 subjects (age range, 18–65 years) who were metabolically healthy and had a normal weight who received health screenings over a 3-year follow-up period. Cox proportional hazards models were used to estimate the adjusted hazard ratios (HRs) and 95% confidence intervals (CI) for incident metabolic syndrome and its components per sex-specific 1-standard deviation (SD) increase in visceral adipose tissue (VAT) and body mass index.
Results
Both obesity and visceral obesity increased the risk of incident metabolic syndrome, but when HR was compared per sex-specific 1-SD, visceral obesity appeared to confer more risk than simple obesity. The HR for 1-SD of body mass index was 1.19 (95% CI, 1.07–1.32; P=0.001) in men and 1.29 (95% CI, 1.10–1.52; P=0.002) in women, while the HR for 1-SD of VAT was 1.29 (95% CI, 1.15–1.44; P<0.001) in men and 1.50 (95% CI, 1.28–1.75; P<0.001) in women.
Conclusion
Visceral obesity and obesity were longitudinally associated with an increased risk of incident metabolic syndrome among metabolically healthy adults, and visceral fat accumulation appears to be better predictor of metabolic syndrome.

Citations

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  • Association between visceral fat area and metabolic syndrome in individuals with normal body weight: insights from a Chinese health screening dataset
    Yongbing Sun, Xinbei Lin, Zhi Zou, Yang Zhou, Ao Liu, Xin Li, Yawei Du, Xiaoqi Ji, Zhonglin Li, Xiaoling Wu, Yong Wang, Xue Lv, Tao Li, Jiancheng Zhang, Zhiping Guo, Hao Li, Yongli Li
    Lipids in Health and Disease.2025;[Epub]     CrossRef
  • Different factors modulate visceral and subcutaneous fat accumulation in adults: a single-center study in Brazil
    Camila Lima Chagas, Nadja Fernandes da Silva, Isa Galvão Rodrigues, Gabriela Maria Pereira Floro Arcoverde, Victoria Domingues Ferraz, Dário Celestino Sobral Filho, Alcides da Silva Diniz, Cláudia Porto Sabino Pinho, Poliana Coelho Cabral, Ilma Kruze Gran
    Frontiers in Nutrition.2025;[Epub]     CrossRef
  • Potential Therapeutic Exploitation of G Protein-Coupled Receptor 120 (GPR120/FFAR4) Signaling in Obesity-Related Metabolic Disorders
    Dariusz Szukiewicz
    International Journal of Molecular Sciences.2025; 26(6): 2501.     CrossRef
  • Predictors of visceral obesity among patients with pathology of the gastrointestinal tract
    Yu.M. Stepanov, L.M. Mosiychuk, I.A. Klenina, О.М. Tatarchuk, O.P. Petishko, O.M. Shevtsova
    GASTROENTEROLOGY.2024; 58(1): 6.     CrossRef
  • Determinants of central obesity in children and adolescents and associated complications in South Africa: a systematic review
    Cairo Bruce Ntimana, Kagiso Peace Seakamela, Reneilwe Given Mashaba, Eric Maimela
    Frontiers in Public Health.2024;[Epub]     CrossRef
  • Reconsidering Semaglutide Use for Chronic Obesity in Patients of Asian Descent: A Critical Review
    Jenny Lu, Grace Williams, Stacey Fanning
    Cureus.2024;[Epub]     CrossRef
  • Evaluation of ultrasonographic approaches aimed at determining distinct abdominal adipose tissue depots
    Nadja Fernandes da Silva, Cláudia Porto Sabino Pinho, Alcides da Silva Diniz
    Archives of Endocrinology and Metabolism.2023;[Epub]     CrossRef
  • Association of food consumption and physical activity with metabolic syndrome according to central obesity status in Indonesian adults: A cross-sectional study
    Mayang Januarti Permatasari, Ahmad Syauqy, Etika Ratna Noer, Adriyan Pramono, Kusmiyati Tjahjono
    Jurnal Gizi Indonesia (The Indonesian Journal of Nutrition).2023; 12(1): 31.     CrossRef
  • Computed tomographic abdominal fat volume estimation – a handy tool to predict the risk of metabolic syndrome
    Navaneeth G.C, Rudresh Hiremath, Shweta Raviraj Poojary, Divya Vishwanatha Kini, Kavitha B. Chittaragi
    Polish Journal of Radiology.2023; 88: 379.     CrossRef
  • Obesity considerations during the COVID-19 outbreak
    François Dohet, Suva Loap, Alain Menzel, Mohammed Iddir, Frédéric Dadoun, Torsten Bohn, Hanen Samouda
    International Journal for Vitamin and Nutrition Research.2022; 92(1): 67.     CrossRef
  • Current status of health promotion in Korea
    Soo Young Kim
    Journal of the Korean Medical Association.2022; 65(12): 776.     CrossRef
  • Association of Visceral Adipose Tissue and Insulin Resistance with Incident Metabolic Syndrome Independent of Obesity Status: The IRAS Family Study
    Morgana Mongraw‐Chaffin, Kristen G. Hairston, Anthony J. G. Hanley, Janet A. Tooze, Jill M. Norris, Nicolette D. Palmer, Donald W. Bowden, Carlos Lorenzo, Yii‐Der Ida Chen, Lynne E. Wagenknecht
    Obesity.2021; 29(7): 1195.     CrossRef
  • Proteins associated with incident metabolic syndrome in population-based cohorts
    Lars Lind, Johan Sundström, Johan Ärnlöv
    Diabetology & Metabolic Syndrome.2021;[Epub]     CrossRef
  • 4,764 View
  • 114 Download
  • 9 Web of Science
  • 13 Crossref
Association between Alcohol Consumption and Metabolic Syndrome Determined by Facial Flushing in Korean Women
Yu Ri Seo, Jong Sung Kim, Sung Soo Kim, Jin Gyu Jung, Seok Jun Yoon
Korean J Fam Med 2021;42(1):24-30.   Published online February 14, 2020
DOI: https://doi.org/10.4082/kjfm.19.0141
Background
This study aimed to examine the relationship between alcohol consumption and metabolic syndrome in Korean women as determined by facial flushing.
Methods
Of the female patients aged <65 years who visited the health promotion center at Chungnam National University Hospital from January 2016 to March 2017, 1,344 women were included. After adjusting for confounding factors such as age, body mass index, smoking, exercise, and menopausal status, multiple logistic regression analysis was performed to assess the association between alcohol consumption and the risk of metabolic syndrome in the facial flushing and non-facial flushing groups compared with the non-drinkers.
Results
Even after adjusting for confounding factors, the risk of metabolic syndrome was significantly high in all drinking subgroups (≤2 standard drinks: odds ratio [OR], 1.68; 95% confidence interval [CI], 1.10–2.68; 2<, ≤4 standard drinks: OR, 2.48; 95% CI, 1.29–4.74; and >4 standard drinks: OR, 4.16; 95% CI, 2.03–8.30) of the facial flushing group. The risk of metabolic syndrome was significantly high only in the subgroup of weekly alcohol consumption >4 standard drinks (OR, 2.20; 95% CI, 1.07–4.52) in the non-facial flushing group.
Conclusion
This study suggests that Korean women experiencing facial flushing when drinking have a higher risk of developing metabolic syndrome even with a low weekly drinking amount than those who do not experience face flushing.

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    Armachius James, Ting Yao, Hengming Ke, Yousheng Wang
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  • Current Status of Korean Alcohol Drinking in Accordance with the Korean Alcohol Guidelines for Moderate Drinking Based on Facial Flushing
    Sami Lee, Jihan Kim, Jong Sung Kim
    Korean Journal of Family Medicine.2023; 44(3): 129.     CrossRef
  • Association between Alcohol Consumption and Metabolic Dysfunction-Associated Steatotic Liver Disease Based on Alcohol Flushing Response in Men: The Korea National Health and Nutrition Examination Survey 2019–2021
    Dae Eon Kang, Si Nae Oh
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  • Alcohol and Testosterone Deficiency in People Who Experience Facial Flushes
    Jungun Lee
    Korean Journal of Family Medicine.2022; 43(6): 345.     CrossRef
  • Relationship between Alcohol Consumption and Testosterone Deficiency according to Facial Flushes among Middle-Aged and Older Korean Men
    Kyungmi Koh, Sung Soo Kim, Jong-Sung Kim, Jin-Gyu Jung, Seok-Joon Yoon, Won Yoon Suh, Hyun Gu Kim, Namhee Kim
    Korean Journal of Family Medicine.2022; 43(6): 381.     CrossRef
  • Does the Risk for Diabetes Related with Alcohol Drinking Depend on Facial Flushing?
    Soo Young Kim
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  • National Health Examination Metabolic Syndrome Item and Health Behavior Analysis
    Hyung-yeol Choi, Chang-hyun Jang, Soo-yeon Kim
    The Asian Journal of Kinesiology.2020; 22(4): 1.     CrossRef
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Association between Relative Handgrip Strength and Dyslipidemia in Korean Adults: Findings of the 2014–2015 Korea National Health and Nutrition Examination Survey
Bo Mi Kim, Yu Hyeon Yi, Yun Jin Kim, Sang Yeoup Lee, Jeong Gyu Lee, Young Hye Cho, Young Jin Tak, Hye Rim Hwang, Seung Hun Lee, Eun Ju Park, Youngin Lee
Korean J Fam Med 2020;41(6):404-411.   Published online February 12, 2020
DOI: https://doi.org/10.4082/kjfm.19.0073
Background
Grip strength is a convenient method to measure muscle strength. Recently, relative handgrip strength (HGS) was recommended as a clinical predictor of metabolic health and disease, such as dyslipidemia, which is considered a risk factor for cardiovascular disease. The purpose of this study was to characterize the association between relative HGS and dyslipidemia.
Methods
We included 6,027 adults (2,934 men, 3,093 women) aged 30–69 years who participated in the Korea National Health and Nutrition Examination Survey in 2014 and 2015. Relative HGS was obtained by dividing the HGS by body mass index. Complex sampling analysis was conducted to compare the general characteristics of participants according to the quartiles of relative HGS. Logistic regression analysis was used to examine the association between quartiles of relative HGS and dyslipidemia.
Results
After adjustment for age, prevalence of diabetes mellitus, prevalence of hypertension, alcohol consumption, smoking status, exercise, income, and education level, relative HGS was inversely associated with dyslipidemia in both men and women. In multivariable logistic regression analysis, the odds ratios (95% confidence intervals) for dyslipidemia in quartiles 1, 2, and 3 relative to quartile 4 were 1.36 (1.00–1.83), 1.29 (0.98–1.70), 1.23 (0.95– 1.60) in men and 1.81 (1.30–2.50), 1.81 (1.32–2.47), 1.39 (1.07–1.81) in women, respectively.
Conclusion
Relative HGS was inversely associated with dyslipidemia risk in Korean adults. Muscle-strengthening exercise is recommended to enhance health outcomes.

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The Association between Obesity Phenotypes and Early Renal Function Decline in Adults without Hypertension, Dyslipidemia, and Diabetes
Jung In Choi, Young Hye Cho, Sang Yeoup Lee, Dong Wook Jeong, Jeong Gyu Lee, Yu Hyeon Yi, Young Jin Tak, Seung Hun Lee, Hye Rim Hwang, Eun Ju Park
Korean J Fam Med 2019;40(3):176-181.   Published online May 10, 2019
DOI: https://doi.org/10.4082/kjfm.18.0139
Background
The prevalence of chronic kidney disease is increasing worldwide. Several studies have suggested that obesity is associated with early renal dysfunction. However, little is known about the relationship between obesity phenotypes and early renal function decline. Therefore, this study aimed to identify the relationship between obesity phenotypes and early renal function decline in adults without hypertension, dyslipidemia, and diabetes.
Methods
We conducted a cross-sectional analysis of clinical and anthropometric data from 1,219 patients who underwent a routine health checkup in 2014. We excluded adults with cardiovascular disease, renal disease, diabetes, hypertension, dyslipidemia, or low glomerular filtration rate (<60 mL/min/1.73 m2). Renal function was determined according to the estimated glomerular filtration rate calculated using the Chronic Kidney Disease Epidemiology Collaboration creatinine-cystatin C equation.
Results
Age, sex, body mass index, waist circumference, triglyceride, low-density lipoprotein, and fasting glucose had an association with the estimated glomerular filtration rate. After adjusting for age, sex, smoking status, and alcohol intake, the odds ratios of the metabolically abnormal normal weight and metabolically abnormal obese phenotypes for the presence of low estimated glomerular filtration rates were 1.807 (95% confidence interval, 1.009– 3.236) and 1.834 (95% confidence interval, 1.162–2.895), compared with the metabolically healthy normal weight phenotype. However, the metabolically healthy obese phenotype did not show a significant association with early renal function decline.
Conclusion
In this cross-sectional study, we confirmed the association between the metabolically abnormal normal weight and metabolically abnormal obese phenotypes and early kidney function decline in adults without hypertension, dyslipidemia, and diabetes.

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Association between C-Reactive Protein and Metabolic Syndrome in Korean Adults
Youhyun Song, Soo Kyung Yang, Jungeun Kim, Duk-Chul Lee
Korean J Fam Med 2019;40(2):116-123.   Published online October 30, 2018
DOI: https://doi.org/10.4082/kjfm.17.0075
Background
The prevalence of metabolic syndrome (MetS) is increasing, and obesity, insulin resistance, and inflammation are the known risk factors. However, results of previous studies regarding the relationship between MetS and inflammation have not been consistent. This study aimed to identify the associations between C-reactive protein (CRP) and MetS and its components in obese and non-obese men and women.
Methods
This was a cross-sectional study based on the 6th Korea National Health and Nutrition Examination Survey (2015), and a nationally representative sample of 3,013 Korean adults aged 40–78 years were included. Those with cardiovascular disease, cancer, CRP level >10 mg/L, white blood cell count >10,000/mm3 , chronic kidney disease, and lung/liver disease were excluded.
Results
Approximately 11.0%, 50.0%, 8.4%, and 48.8% of non-obese men, obese men, non-obese women, and obese women presented with MetS (P<0.001), respectively. In all four groups, those who presented with MetS or its components showed a higher high-sensitivity (hs-CRP) average than those without. Multivariate regression analysis showed the increased risk of developing MetS with higher quartiles of hs-CRP level in obese (3rd and 4th quartiles: odds ratios [ORs], 3.87 and 2.57, respectively) and non-obese women (4th quartile: OR, 2.63). The different components also showed increased ORs in the four groups. However, no statistically significant trend in the relationship was found in men.
Conclusion
Low-grade inflammation may increase the risk of MetS in Korean women independent of adiposity. However, due to the cross-sectional design of the present study, further studies must be conducted to identify the causal relationship between inflammation and metabolic disorders.

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Relationship between Age at Menarche and Metabolic Syndrome in Premenopausal Women: Korea National Health and Nutrition Examination Survey 2013–2014
Yun-Seo Hwang, Eun-Joo Park, Jong-Gi Choi, Hyo-Eun Kim, Seung-Guk Park, Sun-Mi Yoo
Korean J Fam Med 2018;39(5):300-306.   Published online July 30, 2018
DOI: https://doi.org/10.4082/kjfm.17.0022
Background
Early menarche may be associated with increased risk of cardiovascular disease. The aim of this study was to evaluate the relationship between age at menarche and metabolic syndrome (MetS) in Korean premenopausal women.
Methods
We used nationally representative data from the Korea National Health and Nutrition Examination Survey from 2013 to 2014, and 3,023 premenopausal women aged 20–55 years were our subjects. We defined early menarche as age at first menstrual period less than 12 years. Multivariable logistic regression analysis was used to evaluate the relationship between age at menarche and MetS after adjusting for current age, and socioeconomic, lifestyle, and reproductive variables.
Results
MetS was much more common in women aged 40–55 years than in women aged 20–39 years (4.1% vs. 15.1%). Compared with women who experienced menarche at age 12–15 years, the risk of MetS in the early menarche group was not higher in either age group, after adjusting for current age, and socioeconomic, lifestyle, and reproductive variables (odds ratio [OR], 1.767; 95% confidence interval [CI], 0.718–4.351 in those aged 20–39 years; OR, 1.780; 95% CI, 0.775–4.085 in those aged 40–55 years). The risk of MetS in women with menarche at age ≥16 years was not higher than in women with menarche at age 12–15 years.
Conclusion
Early or late menarche was not associated with an increased risk of MetS in premenopausal Korean women. Even before menopause, current age has a major influence on the development of MetS.

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    Lin Zhang, Liu Yang, Congzhi Wang, Ting Yuan, Dongmei Zhang, Huanhuan Wei, Jing Li, Yunxiao Lei, Lu Sun, Xiaoping Li, Ying Hua, Hengying Che, Yuanzhen Li
    BMJ Open.2022; 12(5): e051486.     CrossRef
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    Jeong-Seon Lee, Young Ah Lee, Choong Ho Shin, Dong In Suh, Yun Jeong Lee, Dong Keon Yon
    QJM: An International Journal of Medicine.2022; 115(12): 837.     CrossRef
  • Association between Age at Menarche and Metabolic Syndrome in Southwest Iran: A Population-Based Case-Control Study
    Zahra Rahimi, Nader Saki, Bahman Cheraghian, Sara Sarvandian, Seyed Jalal Hashemi, Jamileh Kaabi, Amal Saki Malehi, Arman Shahriari, Nahal Nasehi
    Journal of Research in Health Sciences.2022; 22(3): e00558.     CrossRef
  • Longitudinal 15-year follow-up of women with former early puberty: abnormal metabolic profiles not associated with earlier age at onset of puberty, but associated with obesity
    Somchit Jaruratanasirikul, Pitchaya Satitpatanapan, Hutcha Sriplung
    Journal of Pediatric Endocrinology and Metabolism.2021; 34(1): 71.     CrossRef
  • The role of multiparity and maternal age at first pregnancy in the association between early menarche and metabolic syndrome among middle-aged and older women
    Tiago Novais Rocha, Pedro Rafael de Souza Macêdo, Afshin Vafaei, Dimitri Taurino Guedes, Ingrid Guerra Azevedo, Álvaro Campos Cavalcanti Maciel, Saionara Maria Aires da Câmara
    Menopause.2021; 28(9): 1004.     CrossRef
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    Shihui Fu, Ping Ping, Yulong Li, Bo Li, Yali Zhao, Yao Yao, Pei Zhang
    Journal of Translational Medicine.2021;[Epub]     CrossRef
  • Letter to the Editor Regarding the Article: Relationship between Age at Menarche and Metabolic Syndrome in Premenopausal Women: Korea National Health and Nutrition Examination Survey 2013–2014
    Anthony Urteaga, Miluska Robles, Alonso Soto
    Korean Journal of Family Medicine.2019; 40(4): 284.     CrossRef
  • Age-Group Related Cohort Effects on the Association between Age at Menarche and Metabolic Syndrome among Korean Premenopausal Women
    Sunmi Yoo, Yun-Seo Hwang
    Korean Journal of Family Medicine.2019; 40(4): 280.     CrossRef
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The Relationship between Aortic Knob Width and Metabolic Syndrome
Eun-Ji Lee, Jee-Hye Han, Kil-Young Kwon, Jung-Hwan Kim, Kun-Hee Han, Si-Yeun Sung, Seo-Rim Hong
Korean J Fam Med 2018;39(4):253-259.   Published online July 16, 2018
DOI: https://doi.org/10.4082/kjfm.17.0038
Background
Both aortic knob width and metabolic syndrome are suggested to be related to atherosclerosis and cardiovascular diseases. However, the association between aortic knob width and metabolic syndrome is unknown. This study aimed to explore this relationship.
Methods
Participants were 3,705 Korean adults aged 18–79 years who visited the health promotion center of a general hospital. Data on chest radiography, physical measurements, medical and social history, and blood tests were collected. We defined metabolic syndrome according to the National Cholesterol Education Program Adult Treatment Panel III criteria. A single reviewer measured aortic knob width on chest radiography.
Results
Aortic knob width was significantly correlated with age; body mass index; waist circumference; systolic and diastolic blood pressures; total cholesterol, triglyceride, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, fasting glucose, glycated hemoglobin, insulin, and uric acid levels; and homeostatic model assessment of insulin resistance values. Aortic knob width significantly increased as the number of metabolic syndrome components increased. Moreover, metabolic syndrome component values tended to increase across the quartile groups of aortic knob width after adjusting for age, exercise, smoking status, and alcohol use. Through receiver operating characteristic curve analysis, we determined the clinically useful cutoff value for aortic knob width to be 30.47 mm in premenopausal women.
Conclusion
Aortic knob width was found to be significantly related to metabolic syndrome and its individual components.

Citations

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  • The aortic knob index as a novel predictor of new-onset atrial fibrillation after off-pump coronary artery bypass grafting
    Naoki Yamamoto, Koji Onoda
    Surgery Today.2024; 54(2): 168.     CrossRef
  • The Relationship of Aortic Knob Width with Mortality in Patients with Ishemic Stroke
    Aziz Vatan, Yusuf Jankat Bozkurt, Mehmet Semih Çakır, Cansu Erkol, Turgut Karabağ
    Bulletin of Cardiovasculer Academy.2024;[Epub]     CrossRef
  • Aortic Knob Diameter in Chest Radiographs of Healthy Adults in Uganda
    Steven Magera, Senai Goitom Sereke, Emmy Okello, Faith Ameda, Geoffrey Erem
    Reports in Medical Imaging.2022; Volume 15: 21.     CrossRef
  • The association between aortic knob width on chest x‐ray and obstructive sleep apnoea syndrome in patients referred for sleep testing
    Erdem Cetin, Hasan Casim
    The Clinical Respiratory Journal.2019; 13(11): 716.     CrossRef
  • 6,194 View
  • 89 Download
  • 5 Web of Science
  • 4 Crossref
The Cutoff Pericardial Adipose Tissue Volume Associated with Metabolic Syndrome
Dong Sun Kim, Eun Jeong Ok, Beom Hee Choi, Nam-Seok Joo
Korean J Fam Med 2018;39(5):284-289.   Published online July 9, 2018
DOI: https://doi.org/10.4082/kjfm.17.0027
Background
Metabolic syndrome (MS) is a well-known risk factor of cardiovascular diseases that is focused on central obesity. Recent studies have reported the association between pericardial adipose tissue (PAT) volume and MS. However, no studies have demonstrated the cutoff PAT volume that represents the best association with MS.
Methods
The data of 374 subjects were analyzed cross-sectionally to compare PAT, measured on coronary multidetector computed tomography, and various metabolic parameters according to MS. After PAT volumes were divided into tertiles, various metabolic parameters were compared among tertiles; furthermore, the odds ratio for developing MS was calculated. Finally, we demonstrated the cutoff PAT volume that represented the best association with MS by using the receiver-operating characteristic curve.
Results
We found that 27.5% of the subjects had MS, and the mean PAT volume was 123.9 cm3 . PAT showed a significant positive correlation with body mass index, waist circumference, and levels of glucose, triglyceride, high-sensitivity C-reactive protein, uric acid, and homocysteine, but a negative correlation with high-density lipoprotein cholesterol. Furthermore, after dividing into tertiles, PAT volume was also significantly associated with various metabolic parameters. The odds ratio for having MS was 4.19 (95% confidence interval, 2.27–7.74) in the top tertile of PAT volumes after adjusting for age, sex, and smoking. The cutoff PAT volume that represented the best association with MS was 142.2 cm3 .
Conclusion
PAT was significantly associated with MS and various metabolic parameters. The cutoff PAT volume of 142.2 cm3 showed the best association with MS.
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Association of High-Risk Drinking with Metabolic Syndrome and Its Components in Elderly Korean Men: The Korean National Health and Nutrition Examination Survey 2010–2012
Ji-Hyun Kim, Jeong-Im Ha, Jae-Min Park, Ji Sun Lee, Ah-Leum Ahn, Eun-Jung Oh, Jae-Kyung Choi, Hyuk-Jung Kweon, Dong-Yung Cho
Korean J Fam Med 2018;39(4):233-238.   Published online July 6, 2018
DOI: https://doi.org/10.4082/kjfm.17.0024
Background
Previous studies have examined the association between alcohol consumption and metabolic syndrome (MetS) in adults, but studies in the elderly are lacking. We examined the relationship between high-risk alcohol consumption and MetS in elderly Korean men using the Alcohol Use Disorders Identification Test (AUDIT) questionnaire from the 2010–2012 Korean National Health and Nutrition Examination Survey.
Methods
Among 25,534 subjects, 2,807 were men >60 years of age; after exclusions, we included 2,088 men in the final analysis. We categorized the study participants into three groups according to AUDIT score: low risk (0–7), intermediate risk (8–14), and high risk (≥15 points).
Results
Among the study population, 17.0% of the men were high-risk drinkers, who had the highest mean waist circumference, systolic and diastolic blood pressure (BP), fasting plasma glucose (FPG), and triglyceride (TG) levels. The overall prevalence of MetS was 41.9% in the elderly men, and it was significantly higher in the group with high (48.3%) versus low (31.9%) AUDIT scores. The prevalence of MetS components (elevated BP, high FPG, high TG, and low high-density lipoprotein cholesterol) was associated with a high AUDIT score. The odds ratios (95% confidence interval) of the high-risk group for MetS, elevated BP, and high TG were 1.40 (1.03–1.89), 1.82 (1.28– 2.60), and 1.77 (1.30–2.41) after adjustment for confounding variables.
Conclusion
AUDIT score was correlated with most MetS components in elderly Korean men.

Citations

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  • Sex-Specific Energy Intakes and Physical Activity Levels According to the Presence of Metabolic Syndrome in Korean Elderly People: Korean National Health and Nutrition Examination Survey 2016–2018
    Won-Sang Jung, Hun-Young Park, Sung-Woo Kim, Kiwon Lim
    International Journal of Environmental Research and Public Health.2020; 17(15): 5416.     CrossRef
  • Cardiovascular effects of alcohol: A double-edged sword / how to remain at the nadir point of the J-Curve?
    Theodora A. Manolis, Antonis A. Manolis, Antonis S. Manolis
    Alcohol.2019; 76: 117.     CrossRef
  • High-Risk Drinking in the Elderly
    Seung-Won Oh
    Korean Journal of Family Medicine.2018; 39(4): 209.     CrossRef
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  • 130 Download
  • 3 Web of Science
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Relationship between Marital Status and Metabolic Syndrome in Korean Middle-Aged Women: The Sixth Korea National Health and Nutrition Examination Survey (2013–2014)
Young-Ah Jung, Li-Ly Kang, Ha-Nui Kim, Hoon-Ki Park, Hwan-Sik Hwang, Kye-Yeung Park
Korean J Fam Med 2018;39(5):307-312.   Published online July 6, 2018
DOI: https://doi.org/10.4082/kjfm.17.0020
Background
This study aimed to investigate the relationship between marital status and the incidence of metabolic syndrome in Korean middle-aged women.
Methods
Based on data from the sixth Korea National Health and Nutrition Examination Survey (2013–2014), 3,225 women aged 40–69 years were subjected to the analysis. Marital status was categorized as married, unmarried, separated, widowed, or divorced. The odds ratios (ORs) for metabolic syndrome were calculated based on marital status. After adjustment for age, income level, education level, alcohol intake, smoking status, leisure physical activity, menopause status, daily calories, and fat intake, changes in the OR for metabolic syndrome based on marital status were examined by multivariate logistic regression analysis.
Results
The OR for metabolic syndrome in the widowed group to the married group was 4.818 (95% confidence interval [CI], 3.861–6.002; P<0.001) and that after adjustment of age, economic level, education level, alcohol intake, smoking status, physical activity, menopause status, total daily calories, and fat intake was 2.141 (CI, 1.432–3.199; P<0.001), both of which were statistically significant. The OR for metabolic syndrome in the unmarried group to the married group was 0.246 (CI, 0.141–0.431; P<0.001) after adjustment of all components. On the contrary, the ORs of the separated group and the divorced group to the married group were not significant.
Conclusion
In comparison with the married middle-aged group, the widowed middle-aged group tended to have a higher risk of metabolic syndrome, which is speculated to be related to socioeconomic factors and health behavior.

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    Mitra Abbasifard, Gholamreza Bazmandegan, Hamid Ostadebrahimi, Fatemeh Foroutanian, Zahra Kamiab
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    Yang Zou, Song Lu, Dongdong Li, Xin Huang, Chao Wang, Guobo Xie, Lihua Duan, Hongyi Yang
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    Buthaina Alkhatib, Aliaa Orabi, Lana M. Agraib, Islam Al-Shami
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    Wan-Chen Hsu, Aileen R. de Juras, Susan C. Hu, Sheba Mohankumar
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    Clinical Nutrition Open Science.2023; 49: 37.     CrossRef
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    Prince Osei Akumiah, Kwabena Opoku-Addai, Adwoa Safowaa, Akosua Serwaa Akumiah
    SN Comprehensive Clinical Medicine.2023;[Epub]     CrossRef
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    Farida Nailufar, Ali Khomsan, Yayuk Farida Baliwati, Hadi Riyadi
    Current Research in Nutrition and Food Science Journal.2022; 10(3): 1222.     CrossRef
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    Frontiers in Nutrition.2021;[Epub]     CrossRef
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    Dilnessa Fentie, Tariku Derese, Bekele Yazie, Yibeltal Getachew
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    Yang Xiong, Yangchang Zhang, Fuxun Zhang, Changjing Wu, Feng Qin, Jiuhong Yuan
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    Okubatsion Tekeste Okube, Samuel T. Kimani, Waithira Mirie
    High Blood Pressure & Cardiovascular Prevention.2020; 27(1): 61.     CrossRef
  • Gender discrepancy of incidence and risk factors of metabolic syndrome among rural Chinese from 2012–2013 to 2015–2017
    Shasha Yu, Xiaofan Guo, GuangXiao Li, Hongmei Yang, Guozhe Sun, Liqiang Zheng, Yingxian Sun
    Diabetology & Metabolic Syndrome.2020;[Epub]     CrossRef
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    Alemu Gebrie
    Diabetes & Metabolic Syndrome: Clinical Research & Reviews.2020; 14(5): 1551.     CrossRef
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Cut-Off Values for Visceral Fat Area Identifying Korean Adults at Risk for Metabolic Syndrome
Arang Lee, Ye Ji Kim, Seung-Won Oh, Cheol Min Lee, Ho Chun Choi, Hee-Kyung Joh, Bumjo Oh, Seung-Sik Hwang, Seung Jae Kim, Oh Deog Kwon
Korean J Fam Med 2018;39(4):239-246.   Published online July 4, 2018
DOI: https://doi.org/10.4082/kjfm.17.0099
Background
Cut-off values for visceral fat area (VFA) measured by computed tomography (CT) for identifying individuals at risk of metabolic syndrome (MetS) have not been clearly established in Korean adults, particularly for large populations. We aimed to identify optimal VFA and waist circumference (WC) cut-off values and compare the ability of VFA and WC to predict the presence of ≥2 metabolic risk factors.
Methods
We included 36,783 subjects aged 19–79 years undergoing abdominal fat CT during regular health checkups between January 2007 and February 2015 in Seoul. The risk factors for MetS except WC were based on the International Diabetes Federation criteria. Receiver operating characteristic curve analyses were used to determine the appropriate VFA and WC cut-off values for MetS.
Results
VFA was a more significant predictor of metabolic risk factors than WC and body mass index (BMI). The optimal cut-off values for VFA and WC were 134.6 cm2 and 88 cm for men and 91.1 cm2 and 81 cm for women, respectively. We estimated age-specific cut-off values for VFA, WC, and BMI. VFA cut-off values increased with age, particularly among women.
Conclusion
This large population study proposed the cut-off values for VFA and WC for identifying subjects at risk of MetS among Korean adults. For more accurate diagnosis, different age-specific cut-off values for VFA and WC may be considered.

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    Soonhyun Ban, Jihyeon Baek, Soee Choi, Sung-Ho Han
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    Yongbing Sun, Xinbei Lin, Zhi Zou, Yang Zhou, Ao Liu, Xin Li, Yawei Du, Xiaoqi Ji, Zhonglin Li, Xiaoling Wu, Yong Wang, Xue Lv, Tao Li, Jiancheng Zhang, Zhiping Guo, Hao Li, Yongli Li
    Lipids in Health and Disease.2025;[Epub]     CrossRef
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    Alexandre Malta Brandão, Marcos Vinícius Melo de Oliveira, Gina Camillo Rocha Silvestre, Alexandre Queiroz Silva, Michele Alberto Marques, Suely Aparecida Pinheiro Palomino, Maria de Lourdes Higuchi, Erasmo Simão da Silva
    JVS-Vascular Science.2025; 6: 100283.     CrossRef
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    Sunmin Park
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    Yu‐Hsuan Chang, Chin‐Sung Chang, Chieh‐Yu Liu, Yin‐Fan Chang, Shiow‐Ching Shun
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The Relationship between the Triglyceride to High-Density Lipoprotein Cholesterol Ratio and Metabolic Syndrome
Hyun-Gyu Shin, Young-Kwang Kim, Yong-Hwan Kim, Yo-Han Jung, Hee-Cheol Kang
Korean J Fam Med 2017;38(6):352-357.   Published online November 14, 2017
DOI: https://doi.org/10.4082/kjfm.2017.38.6.352
Background

Metabolic syndrome is associated with cardiovascular diseases and is characterized by insulin resistance. Recent studies suggest that the triglyceride/high-density lipoprotein cholesterol (TG/HDLC) ratio predicts insulin resistance better than individual lipid levels, including TG, total cholesterol, low-density lipoprotein cholesterol (LDLC), or HDLC. We aimed to elucidate the relationship between the TG/HDLC ratio and metabolic syndrome in the general Korean population.

Methods

We evaluated the data of adults ≥20 years old who were enrolled in the Korean National Health and Nutrition Examination Survey in 2013 and 2014. Subjects with angina pectoris, myocardial infarction, stroke, or cancer were excluded. Metabolic syndrome was defined by the harmonized definition. We examined the odds ratios (ORs) of metabolic syndrome according to TG/HDLC ratio quartiles using logistic regression analysis (SAS ver. 9.4; SAS Institute Inc., Cary, NC, USA). Weighted complex sample analysis was also conducted.

Results

We found a significant association between the TG/HDLC ratio and metabolic syndrome. The cutoff value of the TG/HDLC ratio for the fourth quartile was ≥3.52. After adjustment, the OR for metabolic syndrome in the fourth quartile compared with that of the first quartile was 29.65 in men and 20.60 in women (P<0.001).

Conclusion

The TG/HDLC ratio is significantly associated with metabolic syndrome.

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  • HDL-Cholesterol and Triglycerides Dynamics: Essential Players in Metabolic Syndrome
    Sebastià Alcover, Lisaidy Ramos-Regalado, Gabriela Girón, Natàlia Muñoz-García, Gemma Vilahur
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    Yajie Liu, Ruilin Wang
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  • Metabolic syndrome and related factors in Cameroonian women under contraceptive use
    Dandji Saah Marc Bertrand, Dangang Bossi Donald Séverin, Tanguenan Floraise Lynda, Zambou Ngoufack François, Ibrahim Sebutu Bello
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    Constantine E. Kosmas, Shanna Rodriguez Polanco, Maria D. Bousvarou, Evangelia J. Papakonstantinou, Edilberto Peña Genao, Eliscer Guzman, Christina E. Kostara
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    Beatrice Lioy, Richard James Webb, Farzad Amirabdollahian
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    Małgorzata Mirr, Anna Braszak-Cymerman, Aleksandra Ludziejewska, Matylda Kręgielska-Narożna, Paweł Bogdański, Wiesław Bryl, Maciej Owecki
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  • Lipid accumulation product is a better predictor of metabolic syndrome in Chinese adolescents: a cross-sectional study
    Zi-yi Chen, Lei Liu, Xu-xiu Zhuang, Yi-cong Zhang, Ya-nan Ma, Yang Liu, De-liang Wen
    Frontiers in Endocrinology.2023;[Epub]     CrossRef
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    Heli Zhang, Jingpin Wang, Siwei Zhang, Sumei Tong, Jinping Hu, Ying Che, Lin Zhuo, Peng Wang, Rongmei Geng, Yujie Zhou, Panfeng Wang, Siyan Zhan, Baohua Li
    International Archives of Occupational and Environmental Health.2023; 96(10): 1361.     CrossRef
  • Association between Triglycerides to High-Density Lipoprotein Cholesterol Ratio and Death Risk in Diabetic Patients with New-Onset Acute Coronary Syndrome: A Retrospective Cohort Study in the Han Chinese Population
    Dongdong Shi, Le Wang, Hongliang Cong
    Reviews in Cardiovascular Medicine.2022;[Epub]     CrossRef
  • Predictive Value of the Triglyceride to High-Density Lipoprotein Cholesterol Ratio for All-Cause Mortality and Cardiovascular Death in Diabetic Patients With Coronary Artery Disease Treated With Statins
    Le Wang, Hongliang Cong, Jingxia Zhang, Yuecheng Hu, Ao Wei, Yingyi Zhang, Hua Yang, Libin Ren, Wei Qi, Wenyu Li
    Frontiers in Cardiovascular Medicine.2021;[Epub]     CrossRef
  • Reference values for the triglyceride to high-density lipoprotein ratio and its association with cardiometabolic diseases in a mixed adult population: The ELSA-Brasil study
    Deborah de Farias Lelis, João Vitor S. Calzavara, Raul D. Santos, Andrei C. Sposito, Rosane Härter Griep, Sandhi Maria Barreto, Maria del Carmen B. Molina, Maria Inês Schmidt, Bruce B. Duncan, Isabella Bensenor, Paulo Andrade Lotufo, José Geraldo Mill, Ma
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  • Triglyceride to high density lipoprotein cholesterol ratio may serve as a useful predictor of major adverse coronary event in female revascularized ST-elevation myocardial infarction
    Guo-xing Wan, Wen-bin Xia, Li-hua Ji, Hai-lun Qin, Yong-gang Zhang
    Clinica Chimica Acta.2018; 485: 166.     CrossRef
  • Triglyceride to high density lipoprotein cholesterol ratio among adolescents is associated with adult hypertension: the Kangwha study
    Hyungseon Yeom, Hyeon Chang Kim, Ju-Mi Lee, Yongwoo Jeon, Il Suh
    Lipids in Health and Disease.2018;[Epub]     CrossRef
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Relationship between Coffee Consumption and Metabolic Syndrome in Korean Adults: Data from the 2013–2014 Korea National Health and Nutrition Examination Survey
Hyekyung Shin, John A. Linton, Yujin Kwon, Yohan Jung, Bitna Oh, Sinae Oh
Korean J Fam Med 2017;38(6):346-351.   Published online November 14, 2017
DOI: https://doi.org/10.4082/kjfm.2017.38.6.346
Background

The gradually increasing demand for coffee worldwide has prompted increased interest in the relationship between coffee and health issues as well as a need for research on metabolic syndrome in adults.

Methods

Data from 3,321 subjects (1,268 men and 2,053 women) enrolled in the 2013–2014 Korean National Health and Nutrition Examination Survey were analyzed. The subjects were divided into three groups according to their daily coffee consumption. The odds ratios (ORs) and 95% confidence intervals (95% CIs) for metabolic syndrome in the coffee-drinking groups were calculated using multiple logistic regression analysis by adjusting for confounding variables.

Results

The prevalence of metabolic syndrome was 15.5%, 10.7%, and 9.7% in men and 3.0%, 7.1%, and 6.5% in women according to their coffee consumption (less than one, one or two, or more than three cups of coffee per day), respectively. Compared with the non-coffee consumption group, the ORs (95% CIs) for metabolic syndrome in the group that consumed more than three cups of coffee was 0.638 (0.328–1.244) for men and 1.344 (0.627–2.881) for women after adjusting for age, body mass index, household income, education, smoking, alcohol, regular exercise, and daily caloric intake.

Conclusion

The OR of metabolic syndrome was not statistically significant in both men and women.

Citations

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  • Association Between Coffee Consumption and Metabolic Syndrome Components Among Saudi Adults
    Wala I. Alzahrani, Sarah N. Alsharif, Maryam S. Hafiz, Doaa A. Alyoubi, Amal M. Alrizqi, Raneem A. Younes, Alaa M. Jahlan, Khaled A. Yaghmour
    Metabolites.2025; 15(3): 163.     CrossRef
  • Association between coffee consumption and metabolic syndrome in Korean adults
    Sooyeun Choi, Youjin Je
    European Journal of Clinical Nutrition.2024; 78(10): 905.     CrossRef
  • Coffee Consumption, General Obesity and Abdominal Obesity in Adults: A Systematic Review and Meta-Analysis of Cross-Sectional Studies
    Mohammad Nemati, Sanaz Soltani, Fatemeh Almasi, Asma Salari-Moghaddam, Bagher Larijani, Armin Ebrahimzadeh, Alireza Milajerdi, Ahmad Esmaillzadeh
    Advanced Biomedical Research.2024;[Epub]     CrossRef
  • The Relationship between Habitual Coffee Drinking and the Prevalence of Metabolic Syndrome in Taiwanese Adults: Evidence from the Taiwan Biobank Database
    Meng-Ying Lu, Hsiao-Yang Cheng, Jerry Cheng-Yen Lai, Shaw-Ji Chen
    Nutrients.2022; 14(9): 1867.     CrossRef
  • Association of Coffee Consumption and Its Types According to Addition of Sugar and Creamer with Metabolic Syndrome Incidence in a Korean Population from the Health Examinees (HEXA) Study
    Li-Juan Tan, Hye Joo Jeon, SoHyun Park, Seong-Ah Kim, Kyungjoon Lim, Sangwon Chung, Pahn-Shick Chang, Jong-koo Lee, Daehee Kang, Sangah Shin
    Nutrients.2021; 13(3): 920.     CrossRef
  • Beverages and Non-alcoholic fatty liver disease (NAFLD): Think before you drink
    Jyoti Chhimwal, Vikram Patial, Yogendra Padwad
    Clinical Nutrition.2021; 40(5): 2508.     CrossRef
  • The Association Between Coffee Consumption and Nonalcoholic Fatty Liver Disease in the South Korean General Population
    Li‐Juan Tan, Hyein Jung, Seong‐Ah Kim, Sangah Shin
    Molecular Nutrition & Food Research.2021;[Epub]     CrossRef
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    Logesh Rajan, Dhanabal Palaniswamy, Suresh Kumar Mohankumar
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  • 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
    Jung-Sug Lee, Hyoung-Seop Park, Sanghoon Han, Gegen Tana, Moon-Jeong Chang
    Journal of Nutrition and Health.2019; 52(2): 227.     CrossRef
  • Coffee Intake and Obesity: A Meta-Analysis
    Ariel Lee, Woobin Lim, Seoyeon Kim, Hayeong Khil, Eugene Cheon, Soobin An, SungEun Hong, Dong Hoon Lee, Seok-Seong Kang, Hannah Oh, NaNa Keum, Chung-Cheng Hsieh
    Nutrients.2019; 11(6): 1274.     CrossRef
  • 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
    Hyoung-seop Park, Jung-Sug Lee
    Journal of Nutrition and Health.2019; 52(4): 369.     CrossRef
  • Moderate coffee consumption is inversely associated with the metabolic syndrome in the Korean adult population
    Youngyo Kim, Youjin Je
    British Journal of Nutrition.2018; 120(11): 1279.     CrossRef
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  • 74 Download
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The Association between Urinary Sodium Excretion and Metabolic Syndrome in Korean Adults from the 2010–2011 Korean National Health and Nutrition Examination Survey
Jeong Eun Seo, Hong Soo Lee, Sang Wha Lee, Kyung Won Shim, A Ri Byun, Jung Hwa Kim, Hee Jeong An, Hyejin Chun
Korean J Fam Med 2017;38(4):199-205.   Published online July 20, 2017
DOI: https://doi.org/10.4082/kjfm.2017.38.4.199
Background

The sodium intake of Koreans was higher than that recommended by the World Health Organization. Urinary sodium, which is correlated with sodium intake, can be easily calculated by the Tanaka's equation. This study aimed to evaluate the association between urinary sodium and metabolic syndrome in Korean adults using the 2010–2011 Korean National Health and Nutrition Examination Survey (KNHANES).

Methods

A total of 5,870 participants from the 2010–2011 KNHANES were included in this study. Twenty-four hour urinary sodium was calculated by the Tanaka's equation using spot urine. Participants were divided into tertiles based on urinary sodium levels. The association between urinary sodium and metabolic syndrome was analyzed using multivariate logistic regression analysis.

Results

The odds ratios (ORs) and 95% confidence intervals (CIs) of metabolic syndrome for the 2nd and 3rd tertile of urinary sodium levels was 1.51 (1.16–1.97) and 1.56 (1.23–1.97) compared to the lowest tertile of urinary sodium in men. The ORs and 95% CIs of metabolic syndrome in women were 1.20 (0.95–1.51) for the 2nd tertile and 2.16 (1.68–2.78) for the 3rd tertile. These associations remained statistically significant, even after adjusting for multiple covariates such as age, education, regular exercise, smoking, and alcohol consumption.

Conclusion

These findings indicate that urinary sodium is significantly associated with metabolic syndrome in Korean adults.

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  • Associations of heavy metals and urinary sodium excretion with obesity in adults: A cross-sectional study from Korean Health Examination and Nutritional Survey
    Juyeon Lee, Sue K. Park, Iman Al-Saleh
    PLOS ONE.2025; 20(1): e0317190.     CrossRef
  • The relationship between excess sodium intake and metabolic syndrome: Worth consideration?
    Baris Afsar, Rengin Elsurer Afsar, Said Mowaffaq, Geetha Maddukuri, Krista L. Lentine
    European Journal of Clinical Investigation.2025;[Epub]     CrossRef
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    Lu Yin, Sidong Li, Yongmei He, Lin Yang, Li Wang, Chao Li, Yaqin Wang, Jing Wang, Pingting Yang, Jiangang Wang, Zhiheng Chen, Ying Li
    BMJ Open.2023; 13(4): e065402.     CrossRef
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    Byung Min Yoo, Mijin Kim, Min Jae Kang
    Endocrine Journal.2021; 68(9): 1127.     CrossRef
  • Association of rheumatoid arthritis and high sodium intake with major adverse cardiovascular events: a cross-sectional study from the seventh Korean National Health and Nutrition Examination Survey
    Jeong-Hyeon Bae, Min-Young Shin, Eun Ha Kang, Yun Jong Lee, You-Jung Ha
    BMJ Open.2021; 11(12): e056255.     CrossRef
  • Paucity of high‐quality studies reporting on salt and health outcomes from the science of salt: A regularly updated systematic review of salt and health outcomes (April 2017 to March 2018)
    Kristina S. Petersen, Sarah Rae, Erik Venos, Daniela Malta, Kathy Trieu, Joseph Alvin Santos, Sudhir Raj Thout, Jacqui Webster, Norm R. C. Campbell, JoAnne Arcand
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    Decio Armanini, Luciana Bordin, Gabriella Donà, Alessandra Andrisani, Guido Ambrosini, Marco Boscaro, Chiara Sabbadin
    The Journal of Clinical Hypertension.2019; 21(7): 950.     CrossRef
  • Associations of urinary sodium levels with overweight and central obesity in a population with a sodium intake
    Juyeon Lee, Yunji Hwang, Kyoung-Nam Kim, Choonghyun Ahn, Ho Kyung Sung, Kwang-Pil Ko, Kook-Hwan Oh, Curie Ahn, Young Joo Park, Suhnggwon Kim, Young-Khi Lim, Sue K. Park
    BMC Nutrition.2018;[Epub]     CrossRef
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    Young Gyu Cho
    Korean Journal of Family Medicine.2017; 38(4): 171.     CrossRef
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  • 35 Download
  • 9 Web of Science
  • 9 Crossref
Background

The prevalence of metabolic syndrome (MetS) has risen rapidly worldwide, including in South Korea. Factors related to lifestyle are closely associated with the development of MetS. The aim of this study was to investigate the association between MetS and a number of factors positively influencing health, namely non-smoking, low-risk drinking, sufficient sleep, regular exercise, and the habit of reading food labels, among Korean men.

Methods

This cross-sectional study included 3,869 men from the 2007–2009 Korean National Health and Nutrition Examination Survey. Information on five factors positively influencing their health was obtained using a self-reported questionnaire. We categorized subjects into four groups, depending on the number of positive factors reported (group I, 0–1 factor; group II, 2 factors; group III, 3 factors; group IV, 4–5 factors).

Results

Men who reported a greater number of positive health factors had better laboratory and anthropometric values than men who reported fewer positive health factors. The prevalence of MetS was 29.1, 27.2, 20.7, and 14.6% in groups I to IV, respectively. Compared to group I, odds ratios (95% confidence intervals) for MetS were 0.96 (0.78–1.19) in group II, 0.67 (0.52–0.87) in group III, and 0.52 (0.35–0.76) in group IV, after adjusting for confounding factors. Odds ratios for abdominal obesity, glucose intolerance, and hypertriglyceridemia were statistically significant.

Conclusion

A greater number of positive lifestyle factors influencing health were associated with a lower risk of developing MetS, in a nationally representative sample of Korean men.

Citations

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  • Association between Use of Nutritional Labeling and the Metabolic Syndrome and Its Components
    Hyung-sub Jin, Eun-bee Choi, Minseo Kim, Sarah Soyeon Oh, Sung-In Jang
    International Journal of Environmental Research and Public Health.2019; 16(22): 4486.     CrossRef
  • 4,876 View
  • 39 Download
  • 1 Web of Science
  • 1 Crossref
Background

Several studies have shown that family meals promote a well-balanced and healthier diet and weight status. Metabolic syndrome is related to eating behavior. This study investigated the association between eating family meals and the prevalence of metabolic syndrome.

Methods

This cross-sectional study included 4,529 subjects who participated in the Korea National Health and Nutrition Examination Survey IV and V (2007–2012). A self-reported questionnaire was used to assess dietary status. Metabolic syndrome was defined according to the guidelines of the modified version of the National Cholesterol Education Program Adult Treatment Panel III. We compared the overall quality of dietary intake in family meal.

Results

Nutritional adequacy ratios for energy, protein, calcium, vitamin A, vitamin B1, vitamin B2, vitamin C, niacin, and potassium, and the mean adequacy ratio were significantly higher in the family meal group (P<0.05). The prevalence of metabolic syndrome was lower in the family meal group (P<0.05). However, we observed no significant association between eating family meals and the prevalence of metabolic syndrome.

Conclusion

This study demonstrated that eating family meals appeared to be associated with nutrient adequacy. However, we observed no significant differences in prevalence of metabolic syndrome between the 2 groups.

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  • Resource-based theory perspective in the textile industry: The impact of the digital supply chain on operational performance
    Feng Men, Rana Muhammad Shahid Yaqub, Rui Yan, Muhammad Irfan, Misal e Fatima
    Frontiers in Environmental Science.2022;[Epub]     CrossRef
  • Association between levels of thiamine intake, diabetes, cardiovascular diseases and depression in Korea: a national cross-sectional study
    Hai Nguyen Duc, Hojin Oh, In Mo Yoon, Min-Sun Kim
    Journal of Nutritional Science.2021;[Epub]     CrossRef
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    Vivianne Margareth Chaves Pereira REIS, Rafael Silveira FREIRE, Maria Fernanda Santos Figueiredo BRITO, Lucinéia de PINHO, Josiane Santos Brant ROCHA, Marise Fagundes SILVEIRA
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    Yun-Mi Song, Kayoung Lee
    Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity.2020; 25(3): 545.     CrossRef
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    Yongjoo Kim, S. Bryn Austin, S.V. Subramanian, Jennifer J. Thomas, Kamryn T. Eddy, Debra L. Franko, Rachel F. Rodgers, Ichiro Kawachi
    International Journal of Eating Disorders.2018; 51(2): 124.     CrossRef
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  • 66 Download
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  • 5 Crossref
Shift Work Is Associated with Metabolic Syndrome in Young Female Korean Workers
Kyoung Hwa Yu, Yu Hyeon Yi, Yun Jin Kim, Byung Mann Cho, Sang Yeoup Lee, Jeong Gyu Lee, Dong Wook Jeong, So Yeon Ji
Korean J Fam Med 2017;38(2):51-56.   Published online March 22, 2017
DOI: https://doi.org/10.4082/kjfm.2017.38.2.51
Background

Shift work is associated with health problems, including metabolic syndrome. This study investigated the association between shift work and metabolic syndrome in young workers.

Methods

A total of 3,317 subjects aged 20–40 years enrolled in the 2011–2012 Korean National Health and Nutrition Examination Survey were divided into shift and day workers. We conducted a cross-sectional study and calculated odds ratios using multivariate logistic regression analysis in order to examine the association between shift work and metabolic syndrome.

Results

The prevalence of metabolic syndrome was 14.3% and 7.1% among male and female shift workers, respectively. After adjusting for confounding factors, shift work was associated with metabolic syndrome in female workers (odds ratio, 2.53; 95% confidence interval, 1.12 to 5.70).

Conclusion

Shift work was associated with metabolic syndrome in young women. Timely efforts are necessary to manage metabolic syndrome in the workplace.

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  • Multimorbidity and its Associated Factors in Korean Shift Workers: Population-Based Cross-Sectional Study
    Hye Chong Hong, Young Man Kim
    JMIR Public Health and Surveillance.2024; 10: e55014.     CrossRef
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    Minjung Kyung, Sungwon Park, Chang Gi Park, OiSaeng Hong
    International Journal of Environmental Research and Public Health.2024; 21(6): 668.     CrossRef
  • Association between Circadian Rhythm-Disturbing Factors and Metabolic Syndrome in Korean Adults: Korea National Health and Nutrition Examination Survey (2016–2020)
    Sujin Lee, Junhee Park, Hyunjin Cho, Jun Hyun Yoo
    Korean Journal of Family Medicine.2024;[Epub]     CrossRef
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    Byeong-Jin Ye
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    Seán T. Anderson, Hu Meng, Thomas G. Brooks, Soon Yew Tang, Ronan Lordan, Arjun Sengupta, Soumyashant Nayak, Antonijo Mřela, Dimitra Sarantopoulou, Nicholas F. Lahens, Aalim Weljie, Gregory R. Grant, Frederic D. Bushman, Garret A. FitzGerald
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    Wen-Pei Chang, Yen-Kuang Lin
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    Chaohui Dong, Honglian Zeng, Bo Yang, Yi Zhang, Zhitao Li
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    Masoud Khosravipour, Payam Khanlari, Sepideh Khazaie, Hadis Khosravipour, Habibolah Khazaie
    Sleep Medicine Reviews.2021; 57: 101427.     CrossRef
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    Yihui Wang, Li Yu, Yinyan Gao, Lili Jiang, Lin Yuan, Pengju Wang, Yanwen Cao, Xuping Song, Long Ge, Guowu Ding
    Chronobiology International.2021; 38(3): 318.     CrossRef
  • Association between shift work and risk of metabolic syndrome: A systematic review and meta-analysis
    Xingjin Yang, Wencheng Di, Yunhong Zeng, Dechen Liu, Minghui Han, Ranran Qie, Shengbing Huang, Yang Zhao, Yifei Feng, Dongsheng Hu, Liang Sun
    Nutrition, Metabolism and Cardiovascular Diseases.2021; 31(10): 2792.     CrossRef
  • Association between metabolic syndrome and shift work in chemical plant workers
    Seong-Ryol Chai, Soon-Chan Kwon, Yong-Jin Lee, Eun-Chul Jang, Young-Sun Min, Su-yeon Lee
    Annals of Occupational and Environmental Medicine.2021;[Epub]     CrossRef
  • Is Shift Work Sleep Disorder a Risk Factor for Metabolic Syndrome and Its Components? A Systematic Review of Cross-Sectional Studies
    Arpita Shah, Arifa Turkistani, Kanita Luenam, Sayma Yaqub, Patricia Ananias, Arunima Mariya Jose, Joao Pedro Melo, Lubna Mohammed
    Metabolic Syndrome and Related Disorders.2021;[Epub]     CrossRef
  • Metabolic syndrome: Association between prevalence and risk at worksites
    Michiru Kakinuma, Hiroo Ide, Kyoko Nakao, Daisuke Ichikawa, Ryozo Nagai, Yuji Furui
    Archives of Environmental & Occupational Health.2020; 75(4): 226.     CrossRef
  • Association between Dietary Habits, Shift Work, and the Metabolic Syndrome: The Korea Nurses’ Health Study
    Heeja Jung, Hyunju Dan, Yanghee Pang, Bohye Kim, Hyunseon Jeong, Jung Eun Lee, Oksoo Kim
    International Journal of Environmental Research and Public Health.2020; 17(20): 7697.     CrossRef
  • Shift work and metabolic syndrome: A multi‑center cross‑sectional study on females of reproductive age
    Maryam Nikpour, Aram Tirgar, Mahmod Hajiahmadi, Akram Hosseini, Behzad Heidari, Fatemeh Ghaffari, Abbas Ebadi, Fatemh Nasiri, Mojgan Firouzbakht
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  • Association between Metabolic Syndrome and Job Rank
    Ramin Mehrdad, Gholamreza Pouryaghoub, Mahboubeh Moradi
    The International Journal of Occupational and Environmental Medicine.2018; 9(1): 45.     CrossRef
  • The Relationship between Workplace Environment and Metabolic Syndrome
    Hwee-Soo Jeong
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  • Circadian and Metabolic Effects of Light: Implications in Weight Homeostasis and Health
    Santiago A. Plano, Leandro P. Casiraghi, Paula García Moro, Natalia Paladino, Diego A. Golombek, Juan J. Chiesa
    Frontiers in Neurology.2017;[Epub]     CrossRef
  • Shift Work and Health Problems
    Jungun Lee
    Korean Journal of Family Medicine.2017; 38(2): 49.     CrossRef
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  • 69 Download
  • 20 Web of Science
  • 20 Crossref
Comparison of Surrogate Markers as Measures of Uncomplicated Insulin Resistance in Korean Adults
Tae Jong Kim, Hye Jung Kim, Young Bae Kim, Jee Yon Lee, Hye Sun Lee, Jung Hwa Hong, Ji Won Lee
Korean J Fam Med 2016;37(3):188-196.   Published online May 26, 2016
DOI: https://doi.org/10.4082/kjfm.2016.37.3.188
Background

Metabolic syndrome (MS) is known to increase the risk of various cardiometabolic diseases and in-sulin resistance (IR) has known to have central role in the development of MS. Many surrogate indices of IR have been proposed and the detection of MS might be a suitable model for assessing the accuracy of surrogate indices. The aims of our study are to invest the most appropriate index by assessment of the diagnostic capacity of IR among each surrogate index and identifying cut-off values for discriminating uncomplicated MS in Korean adults.

Methods

A cross-sectional study was performed, assessing 294 Korean adults, 85 of whom were diagnosed with uncomplicated MS. The sensitivities and specificities of five surrogate IR indices were compared to discriminate MS from healthy subjects; these included fasting serum insulin, homeostasis model assessment–insulin resistance index, quantitative insulin sensitivity check index, McAuley index, and Disse index. Correlations between each index value were assessed using Pearson's and Spearman's correlation methods.

Results

The McAuley index showed the highest area under the curve (0.85), specificity (86.12%), accuracy (82.31%), positive predictive value (68.13%), and negative predictive value (88.67%) to distinguish MS, with a cut-off point of 5.3 defined. Correlation coefficients of the five indices showed that the McAuley index had the strongest correlation with IR.

Conclusion

The McAuley index showed the best accuracy in the detection of MS as a surrogate marker of IR. To establish more effective and accurate standards of measuring IR, comprehensive and multi-scaled studies are required.

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    Ehsan Mir, Alireza Shamseddini, Najmeh Rahimi, Behzad Bazgir
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    Biological Research For Nursing.2024; 26(3): 449.     CrossRef
  • Insight into the Predictive Power of Surrogate Diagnostic Indices for Identifying Individuals with Metabolic Syndrome
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    Endocrine, Metabolic & Immune Disorders - Drug Targets.2024; 24(11): 1291.     CrossRef
  • The effect of dietary carbohydrate restriction and aerobic exercise on retinol binding protein 4 (RBP4) and fatty acid binding protein 5 (FABP5) in middle-aged men with metabolic syndrome
    Bahloul Ghorbanian, Alexei Wong, Asgar Iranpour
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Relationship between Metabolic Syndrome and Rheumatoid Arthritis
Sang-Hyun Lee, Hochun Choi, Be-Long Cho, Ah-Reum An, Young-Gyun Seo, Ho-Seong Jin, Seung-Min Oh, Soo Hyun Jang
Korean J Fam Med 2016;37(1):44-50.   Published online January 27, 2016
DOI: https://doi.org/10.4082/kjfm.2016.37.1.44
Background

Rheumatoid arthritis (RA) and metabolic syndrome (Mets) are considered to be diseases with common traits that can increase the risk of cardiovascular disease incidence; studies in other countries examined the relationship between these diseases. However, existing studies did not show consistent results. In the present study, the relationship between RA and Mets in Koreans was examined using the data of the 4th and 5th Korea National Health and Nutrition Examination Survey (KNHANES).

Methods

The present study used the data of the 4th and 5th KNHANES, conducted between 2007 and 2012. Among 25,812 adults aged over 40, 19,893 were selected as study subjects, excluding 5,919 who did not have variable information needed for the analysis. T-test and chi-square test were used for the analysis of related variables. To determine the relationship between diagnostic status of RA and Mets, multivariate logistic regression analysis was performed by controlling confounding variables, which were selected through literature review and statistical analysis.

Results

Multivariate logistic regression analysis was conducted to examine the relationship between diagnostic status of RA and Mets. When age, education level, average monthly household income, smoking, alcohol consumption, and level of physical activity were adjusted, the prevalence of Mets was lower in RA patients (adjusted odds ratio [aOR], 0.79; 95% confidence interval [CI], 0.65 to 0.96). Multivariate logistic regression analysis was performed to examine the relationship between treatment status of RA and Mets. When age, education level, average monthly household income, smoking, alcohol consumption, and level of physical activity were adjusted, there was a significant negative correlation in women (aOR, 0.65; 95% CI, 0.44 to 0.96).

Conclusion

The relationship between RA and Mets showed a significantly negative correlation in Korean women. The group that received RA treatment showed significantly lower prevalence of the Mets as compared to the untreated group in Korean RA women.

Citations

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    Rula A. Amr, Ahmed M. Al-Smadi, Rula A. Deiranieh, Romel A. Amr, Amal H. Mayyas, Rand T. Akasheh, Carlo Eduardo Medina-Solis
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  • Prevalence of Metabolic Syndrome in Patients With Rheumatoid Arthritis: An Updated Systematic Review and Meta-Analysis
    Wei Cai, Xuemi Tang, Min Pang
    Frontiers in Medicine.2022;[Epub]     CrossRef
  • Metabolic Syndrome and its Outcomes in Rheumatoid Arthritis: A Review
    Venkatraman Rajkumar
    EMJ Rheumatology.2022;[Epub]     CrossRef
  • Metabolic syndrome in rheumatoid arthritis patients: Relationship among its clinical components
    Mariel García‐Chagollán, Susana Elizabeth Hernández‐Martínez, Alma Elizabeth Rojas‐Romero, José Francisco Muñoz‐Valle, Ramón Sigala‐Arellano, Sergio Cerpa‐Cruz, José Javier Morales‐Núñez, José Alvaro Lomelí‐Nieto, Gabriela Macedo Ojeda, Jorge Hernández‐Be
    Journal of Clinical Laboratory Analysis.2021;[Epub]     CrossRef
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  • Cardiac Impairment in Rheumatoid Arthritis and Influence of Anti-TNFα Treatment
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  • Comorbidities of rheumatoid arthritis: Results from the Korean National Health and Nutrition Examination Survey
    Hyemin Jeong, Sun Young Baek, Seon Woo Kim, Yeong Hee Eun, In Young Kim, Hyungjin Kim, Jaejoon Lee, Eun-Mi Koh, Hoon-Suk Cha, Shian-Ying Sung
    PLOS ONE.2017; 12(4): e0176260.     CrossRef
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  • 44 Download
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Association between Metabolic Syndrome and Menstrual Irregularity in Middle-Aged Korean Women
Sang Su Lee, Do Hoon Kim, Ga-Eun Nam, Hyo-Yun Nam, Young Eun Kim, Sung Ho Lee, Kyung Do Han, Yong Gyu Park
Korean J Fam Med 2016;37(1):31-36.   Published online January 27, 2016
DOI: https://doi.org/10.4082/kjfm.2016.37.1.31
Background

Menstrual irregularity is a common major complaint in women of reproductive age. It is also a known marker for underlying insulin resistance. We investigated the association between menstrual irregularity and metabolic syndrome in the general population of middle-aged women in Korea.

Methods

This cross-sectional study used data from the Korea National Health and Nutrition Examination Survey 2010–2012. A total of 2,742 subjects were included in the analysis. Participants were divided into two categories based on their menstrual cycle regularity and the relationship between metabolic syndrome and its variables was investigated by multiple logistic regression analysis.

Results

Adjusted analyses revealed significantly higher odds ratios for metabolic syndrome, high waist circumference, high triglyceride levels, and low high density lipoprotein cholesterol levels with the presence of menstrual irregularity.

Conclusion

Metabolic syndrome and its components (high waist circumference, high triglyceride levels, and low high density lipoprotein cholesterol levels) were significantly associated with menstrual irregularity in women of reproductive age.

Citations

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    Andrea C. Salcedo, Hannah Shehata, Abigail Berry, Christopher Riba
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    Sunghyun Hong, Minsuk Oh, Youngwon Kim, Justin Y. Jeon
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    Kyung Min Ko, Kyungdo Han, Youn Jee Chung, Kun-Ho Yoon, Yong Gyu Park, Seung-Hwan Lee
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    Open Access Macedonian Journal of Medical Sciences.2016; 4(1): 25.     CrossRef
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