Gong Dehua, Baek Seung-Soo
Major in Sport & Health Care, College of Culture and Arts, Sangmyung University, Seoul, Korea.
Exercise Rehabilitation Research Institute, Sangmyung University, Seoul, Korea.
J Exerc Rehabil. 2025 Apr 30;21(2):102-111. doi: 10.12965/jer.2550080.040. eCollection 2025 Apr.
This study examined the relationship between moderate-to-vigorous physical activity (MVPA), sedentary behavior (SB), and metabolic syndrome, employing both cross-sectional and Mendelian randomization methods to enhance causal inference. The cross-sectional analysis included adults aged 20 years and older with arthritis (n=4,227) from the National Health and Nutrition Examination Survey and assessed the associations between MVPA, SB, and metabolic syndrome. Mendelian randomization analysis used genome-wide association studies to validate causal relationships, employing instrumental variables selected from single nucleotide polymorphisms linked to accelerometer-based physical activity (fraction of time with accelerations >425 milli-gravities) and SB. The primary Mendelian randomization methods included inverse variance weighting and Bayesian Weighted Mendelian Randomization. Sensitivity analyses, including Mendelian Randomization-Egger intercept test, the weighted median method, and Mendelian Randomization Pleiotropy RESidual Sum and Outlier, were conducted to ensure result robustness. Cross-sectional analysis revealed a significant association between higher levels of MVPA and reduced SB with a lower prevalence of metabolic syndrome. Participants in the high MVPA/low SB group demonstrated lower odds of metabolic syndrome (odds ratio [OR], 0.40; 95% confidence interval [CI], 0.29-0.56), hypertension (OR, 0.55; 95% CI, 0.40-0.75), fasting glucose (OR, 0.52; 95% CI, 0.35-0.77), and waist circumference (OR, 0.34; 95% CI, 0.22-0.54). Mendelian randomization analysis confirmed a causal relationship, showing that physical activity decreases risk factors for metabolic syndrome, while SB exacerbates them. This study emphasizes the critical roles of regular physical activity and reduced SB in mitigating the risk of metabolic syndrome, especially among older adults with arthritis.
本研究采用横断面研究和孟德尔随机化方法,以加强因果推断,探讨了中度至剧烈身体活动(MVPA)、久坐行为(SB)与代谢综合征之间的关系。横断面分析纳入了来自美国国家健康与营养检查调查的20岁及以上患有关节炎的成年人(n = 4227),并评估了MVPA、SB与代谢综合征之间的关联。孟德尔随机化分析利用全基因组关联研究来验证因果关系,采用从与基于加速度计的身体活动(加速度>425毫重力的时间比例)和SB相关的单核苷酸多态性中选择的工具变量。主要的孟德尔随机化方法包括逆方差加权和贝叶斯加权孟德尔随机化。进行了敏感性分析,包括孟德尔随机化-Egger截距检验、加权中位数法和孟德尔随机化多效性残差和离群值检验,以确保结果的稳健性。横断面分析显示,较高水平的MVPA和较少的SB与较低的代谢综合征患病率之间存在显著关联。高MVPA/低SB组的参与者患代谢综合征的几率较低(优势比[OR],0.40;95%置信区间[CI],0.29 - 0.56)、高血压(OR,0.55;95%CI,0.40 - 0.75)、空腹血糖(OR,0.52;95%CI,0.35 - 0.77)和腰围(OR,0.34;95%CI,0.22 - 0.54)。孟德尔随机化分析证实了因果关系,表明身体活动可降低代谢综合征的危险因素,而SB则会加剧这些因素。本研究强调了规律身体活动和减少SB在降低代谢综合征风险中的关键作用,尤其是在患有关节炎的老年人中。