Comorbidity network analysis related to obesity in middle-aged and older adults: findings from Korean population-based survey data
- 주제(키워드) Comorbidity , Multimorbidity , Obesity , Network analysis
- 주제(기타) Public, Environmental & Occupational Health
- 설명문(일반) [Lee, Hye Ah] Ewha Womans Univ, Clin Trial Ctr, Mokdong Hosp, 1071 Anyangcheon Ro, Seoul 07985, South Korea; [Park, Hyesook] Ewha Womans Univ, Dept Prevent Med, Coll Med, Seoul, South Korea; [Park, Hyesook] Ewha Womans Univ, Grad Program Syst Hlth Sci & Engn, Seoul, South Korea
- 등재 SCIE, SCOPUS
- 발행기관 KOREAN SOC EPIDEMIOLOGY
- 발행년도 2021
- 총서유형 Journal
- URI http://www.dcollection.net/handler/ewha/000000181536
- 본문언어 영어
- Published As http://dx.doi.org/10.4178/epih.e2021018
초록/요약
OBJECTIVES: We conducted a comorbidity network analysis using data from the seventh Korea National Health and Nutrition Examination Survey to systematically quantify obesity-related comorbidities. METHODS: The study induded 11,712 subjects aged 45 to 80 (5,075 male and 6,637 female). A prevalent disease was defined as a specific disease for which a subject had been diagnosed by a doctor and was being treated. Comorbidity network analysis was performed for diseases with a prevalence of 1% or more, including overweight and obesity We estimated the observed-to-expected ratio of all possible disease pairs with comorbidity strength and visualized the network of obesity-related comorbidities. RESULTS: In subjects over 45 years old, 37.3% of people had a body mass index over 25.0 kg/m(2).The most common prevalent disease was hypertension (42.3%), followed by dyslipidemia (17.4%) and diabetes (17.0%). Overweight and obese subjects were 2.1 times (95% confidence interval, 1.9 to 2.3) more likely to have a comorbidity (i.e., 2 or more diseases) than normal-weight subjects. Metabolic diseases such as hypertension, dyslipidemia, diabetes, and osteoarthritis were directly associated with overweight and obesity. The probability of coexistence for each of those 4 diseases was 1.3 times higher than expected. In addition, hypertension and dyslipidemia frequently coexisted in overweight and obese female along with other diseases. In obese male, dyslipidemia and diabetes were the major diseases in the comorbidity network. CONCLUSIONS: Our results provide evidence justifying the management of metabolic components in obese individuals. In addition, our results will help prioritize interventions for comorbidity reduction as a public health goal.
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