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从观察性研究和基因学见解探索身体活动与老年人认知功能的关联:一项结合美国国家健康与营养检查调查(NHANES)和孟德尔随机化的研究

Exploring the association of physical activity on cognitive function in older adults from observational and genetic insights: a combined NHANES and Mendelian randomization study.

作者信息

Liu Hai-Yan, Zhang Yi-Jing, Zhang Wen-You

机构信息

Department of Anesthesiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.

Department of Obstetrics, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.

出版信息

Front Aging Neurosci. 2024 Jul 3;16:1418455. doi: 10.3389/fnagi.2024.1418455. eCollection 2024.

Abstract

BACKGROUND

Cognitive function () deterioration is a pressing concern in geriatric research. This study aimed to explore the relationship between physical activity (PA) and in older adults.

METHODS

This study adopted a dual approach, employing both observational and genetic approaches through data from the National Health and Nutrition Examination Survey (NHANES) 2011-2014 and Mendelian Randomization (MR) analysis. For the NHANES component, PA levels were evaluated using the Global Physical Activity Questionnaire, and was assessed via standardized tests. Multivariate regression, threshold effect analysis, smoothing curve fitting, and subgroup analyses were conducted to examine the association between PA and In parallel, MR methods, using genetic variants as instrumental variables, assessed the causal impact of PA on and related conditions such as Alzheimer's disease and dementia.

RESULTS

Observational findings from NHANES demonstrated a positive correlation between PA and , notably among female participants. The detailed analysis identified specific thresholds of PA that correlate with cognitive enhancements. However, MR results did not support a significant causal relationship between PA and or dementia-related outcomes, indicating an absence of a direct genetic basis for the observational associations.

CONCLUSION

Although observational data from NHANES suggest that PA is positively associated with in older adults, particularly among women, MR analysis did not confirm these findings as causally related. The discrepancy highlights the complexity of the PA- relationship and underscores the need for further research. These results emphasize the potential of PA as a modifiable risk factor for , though causal effects remain to be definitively established.

摘要

背景

认知功能衰退是老年医学研究中一个紧迫的问题。本研究旨在探讨老年人身体活动(PA)与认知功能之间的关系。

方法

本研究采用了双重方法,通过2011 - 2014年美国国家健康与营养检查调查(NHANES)的数据,采用观察性和基因方法以及孟德尔随机化(MR)分析。对于NHANES部分,使用全球身体活动问卷评估PA水平,并通过标准化测试评估认知功能。进行多变量回归、阈值效应分析、平滑曲线拟合和亚组分析,以检验PA与认知功能之间的关联。同时,MR方法使用基因变异作为工具变量,评估PA对认知功能以及阿尔茨海默病和痴呆等相关疾病的因果影响。

结果

NHANES的观察结果表明PA与认知功能之间存在正相关,特别是在女性参与者中。详细分析确定了与认知增强相关的PA的特定阈值。然而,MR结果不支持PA与认知功能或痴呆相关结果之间存在显著因果关系,表明观察到的关联缺乏直接的遗传基础。

结论

尽管NHANES的观察数据表明PA与老年人的认知功能呈正相关,特别是在女性中,但MR分析并未证实这些发现具有因果关系。这种差异凸显了PA与认知功能关系的复杂性,并强调了进一步研究的必要性。这些结果强调了PA作为认知功能可改变风险因素的潜力,尽管因果效应仍有待明确确立。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/43b7/11252077/5b940aeb4741/fnagi-16-1418455-g001.jpg

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