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Variation Tendency of CVD Risk Factors in Blood According to Age and Relative Grip Strength among Different Populations Based on Bayesian Probabilistic Approach: A Cross-Sectional Study from Jiangsu Province’s Data of China Physical Fitness Surveillance
Version 1
: Received: 7 November 2022 / Approved: 14 November 2022 / Online: 14 November 2022 (01:55:06 CET)
How to cite:
Tharmo, K.; Feng, S. Variation Tendency of CVD Risk Factors in Blood According to Age and Relative Grip Strength among Different Populations Based on Bayesian Probabilistic Approach: A Cross-Sectional Study from Jiangsu Province’s Data of China Physical Fitness Surveillance. Preprints2022, 2022110227. https://doi.org/10.20944/preprints202211.0227.v1
Tharmo, K.; Feng, S. Variation Tendency of CVD Risk Factors in Blood According to Age and Relative Grip Strength among Different Populations Based on Bayesian Probabilistic Approach: A Cross-Sectional Study from Jiangsu Province’s Data of China Physical Fitness Surveillance. Preprints 2022, 2022110227. https://doi.org/10.20944/preprints202211.0227.v1
Tharmo, K.; Feng, S. Variation Tendency of CVD Risk Factors in Blood According to Age and Relative Grip Strength among Different Populations Based on Bayesian Probabilistic Approach: A Cross-Sectional Study from Jiangsu Province’s Data of China Physical Fitness Surveillance. Preprints2022, 2022110227. https://doi.org/10.20944/preprints202211.0227.v1
APA Style
Tharmo, K., & Feng, S. (2022). Variation Tendency of CVD Risk Factors in Blood According to Age and Relative Grip Strength among Different Populations Based on Bayesian Probabilistic Approach: A Cross-Sectional Study from Jiangsu Province’s Data of China Physical Fitness Surveillance. Preprints. https://doi.org/10.20944/preprints202211.0227.v1
Chicago/Turabian Style
Tharmo, K. and SB Feng. 2022 "Variation Tendency of CVD Risk Factors in Blood According to Age and Relative Grip Strength among Different Populations Based on Bayesian Probabilistic Approach: A Cross-Sectional Study from Jiangsu Province’s Data of China Physical Fitness Surveillance" Preprints. https://doi.org/10.20944/preprints202211.0227.v1
Abstract
Background:Cardiovascular disease (CVD) has been one of the leading causes of death and disability-adjusted life years lost worldwide. Blood pressure, lipid, and cholesterol are good predictors of CVD risk and correspond upon age and physical fitness. However, few studies have explored the variation trend of CVD risk factors across different populations upon age and their muscle strength. Objective: to analysis the variation tendency of CVD risk factors in blood according to age and relative grip strength among different populations. Method: 25363 participants were recruited in this cross-sectional study and 24709 were included in the analysis. A logistic regression and a Bayesian probabilistic analysis based on Markov Chain Monte Carlo (MCMC) Modeling is conducted to build probability prediction models of hypertension, hyperlipidemia, and hypercholesterolemia according to age, relative grip strength, body weight conditions, and physical activity levels. Results: 1) age might be the main influence factor of hypertension, which is regarded as one of the primary CVD risk factors. However, although keeping a high level of physical activity might have positive effect on preventing hypertension because that individuals with normal body weight and higher physical activity shows a lower probability of being diagnosed with hypertension, it might could not prevent individuals from getting hypertension with age. 2) After 60, individuals of normal body weight seem more likely to have hyperlipidemia than those are overweight or obese. 3) Larger relative grip strength might not be able to offset the negative effects of obesity, overweight and physical inactivity on hyperlipidemia. 4) The probability of getting hypercholesterolemia varies less with age and relative grip strength. Conclusion: Body weight management and keeping high levels of physical activity are recommended at any age. It might benefit to increase some bodyweight after 60 years old.
Medicine and Pharmacology, Orthopedics and Sports Medicine
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
