1. Network of biomarkers and their mediation effects on the associations between regular exercise and the incidence of cardiovascular & metabolic diseases
- Author
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Jong Koo Lee, Joo Yong Park, Jaesung Choi, Daehee Kang, Ji-Eun Kim, Miyoung Lee, Aesun Shin, and Ji Yeob Choi
- Subjects
Adult ,Male ,0301 basic medicine ,Mediation (statistics) ,medicine.medical_specialty ,Disease prevention ,Epidemiology ,Science ,Diseases ,030204 cardiovascular system & hematology ,Article ,03 medical and health sciences ,0302 clinical medicine ,Metabolic Diseases ,Diabetes mellitus ,Internal medicine ,Humans ,Medicine ,Exercise ,Aged ,Preventive healthcare ,Preventive medicine ,Multidisciplinary ,business.industry ,Incidence ,Incidence (epidemiology) ,Endocrine system and metabolic diseases ,Middle Aged ,Anthropometry ,medicine.disease ,Cardiovascular diseases ,030104 developmental biology ,Risk factors ,Biomarker (medicine) ,Female ,business ,Biomarkers ,Dyslipidemia - Abstract
This study aimed to understand the biological process related to the prevention of cardiovascular & metabolic diseases (CMD), including diabetes, hypertension, and dyslipidemia via regular exercise. This study included 17,053 subjects aged 40–69 years in the Health Examinees Study from 2004 to 2012. Participation in regular exercise was investigated by questionnaires. Data on 42 biomarkers were collected from anthropometric measures and laboratory tests. We examined the associations between regular exercise and biomarkers using general linear models, between biomarkers and the risk of CMD using cox proportional hazard models, and the mediation effect of biomarkers using mediation analyses. Biomarker networks were constructed based on the significant differential correlations (p
- Published
- 2021