Fang Qi, Zhang Jinmin
Chengdu Sport University, Chengdu, Sichuan, China.
School of Physical Education and Sport Science, Fujian Normal University, Fuzhou, China.
Front Psychol. 2024 Sep 6;15:1368241. doi: 10.3389/fpsyg.2024.1368241. eCollection 2024.
Recent studies increasingly suggest that moderate-to-vigorous physical activity (MVPA) impacts cognitive risk. However, the bidirectional nature of this relationship warrants further exploration. To address this, we employed a Mendelian randomization (MR) approach, analyzing two distinct samples.
These analyses utilized published genome-wide association study (GWAS) summary statistics for MVPA ( = 377,234) and cognitive performance ( = 257,841). Our primary method was the inverse variance weighted (IVW) model with random effects, aiming to deduce potential causal links. Additionally, we employed supplementary methods, including MR Egger regression, Weighted median, Weighted mode, and Simple mode. For sensitivity analysis, tools like the MR Egger test, Cochran's Q, MR PRESSO, and leave-one-out (LOO) were utilized.
Our findings indicate a decrease in cognitive risk with increased MVPA (Odds Ratio [OR] = 0.577, 95% Confidence Interval [CI]: 0.460-0.723, = 1.930 × 10-6). Furthermore, enhanced cognitive levels corresponded to a reduced risk of inadequate MVPA (OR = 0.866, 95% CI: 0.839-0.895, = 1.200 × 10-18).
In summary, our study demonstrates that MVPA lowers cognitive risk, while poor cognitive health may impede participation in MVPA. Overall, these findings provide valuable insights for developing personalized prevention and intervention strategies in health and sports sciences.
近期研究越来越多地表明,中度至剧烈身体活动(MVPA)会影响认知风险。然而,这种关系的双向性值得进一步探索。为解决这一问题,我们采用了孟德尔随机化(MR)方法,分析了两个不同的样本。
这些分析利用了已发表的关于MVPA(n = 377,234)和认知表现(n = 257,841)的全基因组关联研究(GWAS)汇总统计数据。我们的主要方法是具有随机效应的逆方差加权(IVW)模型,旨在推断潜在的因果关系。此外,我们还采用了补充方法,包括MR Egger回归、加权中位数、加权众数和简单众数。对于敏感性分析,使用了MR Egger检验、 Cochr an's Q、MR PRESSO和留一法(LOO)等工具。
我们的研究结果表明,随着MVPA增加,认知风险降低(优势比[OR] = 0.577,95%置信区间[CI]:0.460 - 0.723,P = 1.930×10 - 6)。此外,认知水平提高对应着MVPA不足风险的降低(OR = 0.866,95% CI:0.839 - 0.895,P = 1.200×10 - 18)。
总之,我们的研究表明,MVPA可降低认知风险,而认知健康状况不佳可能会阻碍参与MVPA。总体而言,这些发现为健康和体育科学中制定个性化的预防和干预策略提供了有价值的见解。