Diabetes & Metabolism Journal

Original Article

Cardiovascular Risk/Epidemiology
Metabolic Syndrome Severity Score for Predicting Cardiovascular Events: A Nationwide Population-Based Study from Korea: Yo Nam Jang, Jun Hyeok Lee, Jin Sil Moon, Dae Ryong Kang, Seong Yong Park, Jerim Cho, Jang-Young Kim, Ji Hye Huh; Diabetes Metab J. 2021;45(4):569-577. Published online January 30, 2021; DOI: https://doi.org/10.4093/dmj.2020.0103

6,540 View
225 Download
14 Web of Science
15 Crossref

Graphical Abstract Abstract PDF Supplementary Material PubReader ePub

Background
Recently, a metabolic syndrome severity score (MS score) using a dataset of the Korea National Health and Nutrition Examination Surveys has been developed. We aimed to determine whether the newly developed score is a significant predictor of cardiovascular (CV) events among the Korean population.
Methods
From the Korean National Health Insurance System, 2,541,364 (aged 40 to 59 years) subjects with no history of CV events (ischemic stroke or myocardial infarction [MI]), who underwent health examinations from 2009 to 2011 and were followed up until 2014 to 2017, were identified. Cox proportional hazard model was employed to investigate the association between MS score and CV events. Model performance of MS score for predicting CV events was compared to that of conventional metabolic syndrome diagnostic criteria (Adult Treatment Program III [ATP-III]) using the Akaike information criterion and the area under the receiver operating characteristic curve.
Results
Over a median follow-up of 6 years, 15,762 cases of CV events were reported. MS score at baseline showed a linear association with incident CV events. In the multivariable-adjusted model, the hazard ratios (95% confidence intervals) comparing the highest versus lowest quartiles of MS score were 1.48 (1.36 to 1.60) for MI and 1.89 (1.74 to 2.05) for stroke. Model fitness and performance of the MS score in predicting CV events were superior to those of ATP-III.
Conclusion
The newly developed age- and sex-specific continuous MS score for the Korean population is an independent predictor of ischemic stroke and MI in Korean middle-aged adults even after adjusting for confounding factors.

Citations

Citations to this article as recorded by

Metabolic syndrome awareness in the general Korean population: results from a nationwide survey
Hyun-Jin Kim, Mi-Seung Shin, Kyung-Hee Kim, Mi-Hyang Jung, Dong-Hyuk Cho, Ju-Hee Lee, Kwang Kon Koh
The Korean Journal of Internal Medicine.2024; 39(2): 272. CrossRef
BMI-based metabolic syndrome severity score and arterial stiffness in a cohort Chinese study
Miao Wang, Chi Wang, Maoxiang Zhao, Shouling Wu, Hao Xue, Hongbin Liu
Nutrition, Metabolism and Cardiovascular Diseases.2024;[Epub] CrossRef
Association between metabolic syndrome severity score and cardiovascular disease: results from a longitudinal cohort study on Chinese adults
Jing-jing Lin, Pin-yuan Dai, Jie Zhang, Yun-qi Guan, Wei-wei Gong, Min Yu, Le Fang, Ru-ying Hu, Qing-fang He, Na Li, Li-xin Wang, Ming-bin Liang, Jie-ming Zhong
Frontiers in Endocrinology.2024;[Epub] CrossRef
Omics biomarkers and an approach for their practical implementation to delineate health status for personalized nutrition strategies
Jaap Keijer, Xavier Escoté, Sebastià Galmés, Andreu Palou-March, Francisca Serra, Mona Adnan Aldubayan, Kristina Pigsborg, Faidon Magkos, Ella J. Baker, Philip C. Calder, Joanna Góralska, Urszula Razny, Malgorzata Malczewska-Malec, David Suñol, Mar Galofr
Critical Reviews in Food Science and Nutrition.2023; : 1. CrossRef
Development and validation of a continuous metabolic syndrome severity score in the Tehran Lipid and Glucose Study
Mohammadjavad Honarvar, Safdar Masoumi, Ladan Mehran, Davood Khalili, Atieh Amouzegar, Fereidoun Azizi
Scientific Reports.2023;[Epub] CrossRef
Associations of metabolic syndrome, its severity with cognitive impairment among hemodialysis patients
Yuqi Yang, Qian Li, Yanjun Long, Jing Yuan, Yan Zha
Diabetology & Metabolic Syndrome.2023;[Epub] CrossRef
Resistin serum levels and its association with clinical profile and carotid intima-media thickness in psoriasis: a cross-sectional study
Sofia Makishi Schlenker, Sofia Inez Munhoz, André Rochinski Busanello, Matheus Guedes Sanches, Barbara Stadler Kahlow, Renato Nisihara, Thelma Larocca Skare
Anais Brasileiros de Dermatologia.2023; 98(6): 799. CrossRef
Cholecystectomy Increases the Risk of Type 2 Diabetes in the Korean Population
Ji Hye Huh, Kyong Joo Lee, Yun Kyung Cho, Shinje Moon, Yoon Jung Kim, Eun Roh, Kyung-do Han, Dong Hee Koh, Jun Goo Kang, Seong Jin Lee, Sung-Hee Ihm
Annals of Surgery.2023; 278(2): e264. CrossRef
Cardiorespiratory Endurance is Associated with Metabolic Syndrome Severity in Men
V. V. Sverchkov, E. V. Bykov
Journal Biomed.2023; 19(2): 61. CrossRef
Effect of a Wearable Device–Based Physical Activity Intervention in North Korean Refugees: Pilot Randomized Controlled Trial
Ji Yoon Kim, Kyoung Jin Kim, Kyeong Jin Kim, Jimi Choi, Jinhee Seo, Jung-Been Lee, Jae Hyun Bae, Nam Hoon Kim, Hee Young Kim, Soo-Kyung Lee, Sin Gon Kim
Journal of Medical Internet Research.2023; 25: e45975. CrossRef
Independent association between age- and sex-specific metabolic syndrome severity score and cardiovascular disease and mortality
Mohammadjavad Honarvar, Ladan Mehran, Safdar Masoumi, Sadaf Agahi, Shayesteh Khalili, Fereidoun Azizi, Atieh Amouzegar
Scientific Reports.2023;[Epub] CrossRef
Optimal Low-Density Lipoprotein Cholesterol Levels in Adults Without Diabetes Mellitus: A Nationwide Population-Based Study Including More Than 4 Million Individuals From South Korea
Ji Hye Huh, Sang Wook Park, Tae-Hwa Go, Dae Ryong Kang, Sang-Hak Lee, Jang-Young Kim
Frontiers in Cardiovascular Medicine.2022;[Epub] CrossRef
Triglyceride-Glucose Index for the Diagnosis of Metabolic Syndrome: A Cross-Sectional Study of 298,652 Individuals Receiving a Health Check-Up in China
Mingfei Jiang, Xiaoran Li, Huan Wu, Fan Su, Lei Cao, Xia Ren, Jian Hu, Grace Tatenda, Mingjia Cheng, Yufeng Wen, Hou De Zhou
International Journal of Endocrinology.2022; 2022: 1. CrossRef
Changes in body composition, body balance, metabolic parameters and eating behavior among overweight and obese women due to adherence to the Pilates exercise program
Hyun Ju Kim, Jihyun Park, Mi Ri Ha, Ye Jin Kim, Chaerin Kim, Oh Yoen Kim
Journal of Nutrition and Health.2022; 55(6): 642. CrossRef
Metabolic Syndrome Severity Score, Comparable to Serum Creatinine, Could Predict the Occurrence of End-Stage Kidney Disease in Patients with Antineutrophil Cytoplasmic Antibody-Associated Vasculitis
Pil Gyu Park, Jung Yoon Pyo, Sung Soo Ahn, Jason Jungsik Song, Yong-Beom Park, Ji Hye Huh, Sang-Won Lee
Journal of Clinical Medicine.2021; 10(24): 5744. CrossRef

First
Prev
Page of 1
Next
Last

Search