Yutao Li, Chenyi Fu, Honglin Song, Zhenhang Zhang, Tianbiao Liu
{"title":"Prolonged moderate to vigorous physical activity may lead to a decline in cognitive performance: a Mendelian randomization study.","authors":"Yutao Li, Chenyi Fu, Honglin Song, Zhenhang Zhang, Tianbiao Liu","doi":"10.3389/fnagi.2024.1403464","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>This study investigates the causal relationship between moderate to vigorous physical activity and cognitive performance.</p><p><strong>Methods: </strong>Genetic loci strongly related to moderate to vigorous physical activity from genome-wide association studies were used as instrumental variables. These were combined with genetic data on cognitive performance from different Genome-Wide Association Study (GWAS) to conduct a two-sample Mendelian randomization analysis. The primary analysis used inverse variance weighting within a random effects model, supplemented by weighted median estimation, MR-Egger regression and other methods, with results expressed as Beta coefficient.</p><p><strong>Results: </strong>This study selected 19 SNPs closely related to physical activity as instrumental variables. The multiplicative random-effects Inverse-Variance Weighted (IVW) analysis revealed that moderate to vigorous physical activity was negatively associated with cognitive performance (Beta = -0.551; OR = 0.58; 95% CI: 0.46-0.72; <i>p</i> < 0.001). Consistent results were obtained using the fixed effects IVW model (Beta = -0.551; OR = 0.58; 95% CI: 0.52-0.63; <i>p</i> < 0.001), weighted median (Beta = -0.424; OR = 0.65; 95% CI: 0.55-0.78; <i>p</i> < 0.001), simple mode (Beta = -0.467; OR = 0.63; 95% CI: 0.44-0.90; <i>p</i> < 0.001), and weighted mode (Beta = -0.504; OR = 0.60; 95% CI: 0.44-0.83; <i>p</i> < 0.001). After adjusting for BMI, smoking, sleep duration, and alcohol intake frequency, the multivariate MR analysis also showed a significant association between genetically predicted MVPA and cognitive performance, with Beta of -0.599 and OR = 0.55 (95% CI: 0.44-0.69; <i>p</i> < 0.001).</p><p><strong>Conclusion: </strong>The findings of this study indicate that genetically predicted moderate to vigorous physical activity may be associated with a decline in cognitive performance.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"16 ","pages":"1403464"},"PeriodicalIF":4.1000,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11449848/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Aging Neuroscience","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3389/fnagi.2024.1403464","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"GERIATRICS & GERONTOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: This study investigates the causal relationship between moderate to vigorous physical activity and cognitive performance.
Methods: Genetic loci strongly related to moderate to vigorous physical activity from genome-wide association studies were used as instrumental variables. These were combined with genetic data on cognitive performance from different Genome-Wide Association Study (GWAS) to conduct a two-sample Mendelian randomization analysis. The primary analysis used inverse variance weighting within a random effects model, supplemented by weighted median estimation, MR-Egger regression and other methods, with results expressed as Beta coefficient.
Results: This study selected 19 SNPs closely related to physical activity as instrumental variables. The multiplicative random-effects Inverse-Variance Weighted (IVW) analysis revealed that moderate to vigorous physical activity was negatively associated with cognitive performance (Beta = -0.551; OR = 0.58; 95% CI: 0.46-0.72; p < 0.001). Consistent results were obtained using the fixed effects IVW model (Beta = -0.551; OR = 0.58; 95% CI: 0.52-0.63; p < 0.001), weighted median (Beta = -0.424; OR = 0.65; 95% CI: 0.55-0.78; p < 0.001), simple mode (Beta = -0.467; OR = 0.63; 95% CI: 0.44-0.90; p < 0.001), and weighted mode (Beta = -0.504; OR = 0.60; 95% CI: 0.44-0.83; p < 0.001). After adjusting for BMI, smoking, sleep duration, and alcohol intake frequency, the multivariate MR analysis also showed a significant association between genetically predicted MVPA and cognitive performance, with Beta of -0.599 and OR = 0.55 (95% CI: 0.44-0.69; p < 0.001).
Conclusion: The findings of this study indicate that genetically predicted moderate to vigorous physical activity may be associated with a decline in cognitive performance.
研究目的本研究探讨了中度到剧烈运动与认知能力之间的因果关系:方法:将全基因组关联研究中与中强度体力活动密切相关的基因位点作为工具变量。这些数据与来自不同全基因组关联研究(GWAS)的认知能力遗传数据相结合,进行双样本孟德尔随机分析。主要分析采用随机效应模型中的反方差加权法,并辅以加权中位数估计、MR-Egger 回归和其他方法,结果以 Beta 系数表示:本研究选取了 19 个与体力活动密切相关的 SNPs 作为工具变量。乘法随机效应逆方差加权(IVW)分析表明,中度到剧烈运动与认知能力呈负相关(Beta = -0.551;OR = 0.58;95% CI:0.46-0.72;p p p p p p p p p 结论:该研究结果表明,中度到剧烈运动与认知能力呈负相关(Beta = -0.551;OR = 0.58;95% CI:0.46-0.72):本研究结果表明,根据基因预测,中度至剧烈运动可能与认知能力下降有关。
期刊介绍:
Frontiers in Aging Neuroscience is a leading journal in its field, publishing rigorously peer-reviewed research that advances our understanding of the mechanisms of Central Nervous System aging and age-related neural diseases. Specialty Chief Editor Thomas Wisniewski at the New York University School of Medicine is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.