Causal effect of physical activity and sedentary behaviors on the risk of osteoarthritis: a univariate and multivariate Mendelian randomization study

孟德尔随机化 医学 物理疗法 骨关节炎 多元分析 单变量分析 单变量 内科学 多元统计 多元方差分析 病理 基因型 遗传变异 替代医学 化学 机器学习 统计 基因 生物化学 计算机科学 数学
作者
Xingzhao Li,Sibo Wang,Wanguo Liu,Wei Han,Yuhang Zhu
出处
期刊:Scientific Reports [Springer Nature]
卷期号:13 (1) 被引量:1
标识
DOI:10.1038/s41598-023-46984-2
摘要

Abstract There is still a lot of ambiguity about the link between physical activity (PA), sedentary behaviors (SBs) and osteoarthritis (OA). This study aimed to investigate the causal relationship of PA/SBs on the risk of OA. A univariate and multivariate Mendelian randomization (MR) analysis was conducted to investigate the causal effect of five PA phenotypes and three SB phenotypes on overall OA, knee OA, hip OA, total hip arthroplasty, and total knee arthroplasty (TKA). MR methods used were inverse-variance weighting, MR-Egger regressions, and weighted median. Sensitivity analysis examined horizontal pleiotropy and heterogeneity, and confirmed the reliability of the results. After false discovery rate, light do-it-yourself (DIY) activities decreased the risk for overall OA (OR: 0.32, 95% CI 0.16–0.65), and knee OA (OR: 0.26, 95% CI 0.12–0.51). Resulting in a decreased risk of walking for pleasure on overall OA (OR: 0.87, 95% CI 0.70–1.04) and knee OA (OR: 0.14, 95% CI 0.06–0.32) was also observed. Television viewing, however, significantly increased the risk of OA, knee OA, hip OA, and TKA. MVMR findings revealed independent causal impacts of walking for pleasure and watching television on overall and knee OA, taking into account BMI, smoking, and education. This study suggested that light DIY and walking for pleasure were beneficial for preventing OA, and the risk of OA and TKA increased with prolonged television watching.

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