Exploring the relationship of sleep duration on cognitive function among the elderly: a combined NHANES 2011-2014 and mendelian randomization analysis.

IF 3.4 2区 医学 Q2 GERIATRICS & GERONTOLOGY BMC Geriatrics Pub Date : 2024-11-12 DOI:10.1186/s12877-024-05511-2
Peng Qiu, Cheng Dong, Aifen Li, Juanjuan Xie, Junyu Wu
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Abstract

Background: As one of the key features of sleep, sleep duration (SD) has been confirmed to be associated with multiple health outcomes. However, the link between SD and cognitive function (CF) is still not well understood.

Methods: We employed a combined approach utilizing data from the National Health and Nutrition Examination Survey (NHANES 2011-2014) and Mendelian Randomization (MR) methods to investigate the relationship between SD and CF. In the NHANES cross-sectional analysis, the association between these variables was primarily examined through multivariate linear regression to explore direct correlations and utilized smoothing curve fitting to assess potential nonlinear relationships. To ensure the robustness of our findings, subgroup analyses were also conducted. MR analysis was used to assess the causal relationship between SD and sleeplessness on CF. After excluding confounding factors, univariate and multivariate MR were performed using inverse variance weighting (IVW) as the main analysis method, and sensitivity analysis was performed.

Results: The results of our cross-sectional study indicate a notable negative association between SD and CF, forming an inverted U-shaped curve with the inflection point occurring at SD = 6 h. This relationship remains consistent and robust across subgroup analyses differentiated by variables such as age, levels of physical activity, and frequency of alcohol intake. In MR analysis, IVW analysis showed no causal relationship between SD and sleeplessness on CF (Both P > 0.05).

Conclusion: Cross-sectional studies suggest the existence of an inverted U-shaped correlation between SD and CF among the elderly. However, MR analysis did not reveal a causal relationship between SD and CF, which the lack of nonlinear MR analysis may limit. These findings provide evidence from a sleep perspective for optimizing cognitive strategies in older adults.

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探索睡眠时间与老年人认知功能的关系:2011-2014 年国家健康与人口调查(NHANES)和孟德尔随机分析法的综合分析。
背景:作为睡眠的主要特征之一,睡眠时间(SD)已被证实与多种健康结果相关。然而,人们对睡眠时间与认知功能(CF)之间的关系仍不甚了解:我们采用了一种综合方法,利用美国国家健康与营养调查(NHANES,2011-2014 年)的数据和孟德尔随机(Mendelian Randomization,MR)方法来研究 SD 与 CF 之间的关系。在 NHANES 横截面分析中,这些变量之间的关系主要是通过多元线性回归来探讨直接相关性,并利用平滑曲线拟合来评估潜在的非线性关系。为确保研究结果的稳健性,我们还进行了分组分析。MR 分析用于评估 SD 和失眠对 CF 的因果关系。在排除混杂因素后,以反方差加权(IVW)为主要分析方法进行了单变量和多变量MR分析,并进行了敏感性分析:我们的横断面研究结果表明,SD 与 CF 之间存在明显的负相关,形成了一条倒 U 型曲线,拐点出现在 SD = 6 小时时。在 MR 分析中,IVW 分析表明 SD 与 CF 失眠之间没有因果关系(P 均 > 0.05):结论:横断面研究表明,SD 和 CF 在老年人中存在倒 U 型相关性。然而,磁共振分析并未揭示 SD 与 CF 之间的因果关系,这可能是缺乏非线性磁共振分析的限制。这些发现从睡眠角度为优化老年人的认知策略提供了证据。
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来源期刊
BMC Geriatrics
BMC Geriatrics GERIATRICS & GERONTOLOGY-
CiteScore
5.70
自引率
7.30%
发文量
873
审稿时长
20 weeks
期刊介绍: BMC Geriatrics is an open access journal publishing original peer-reviewed research articles in all aspects of the health and healthcare of older people, including the effects of healthcare systems and policies. The journal also welcomes research focused on the aging process, including cellular, genetic, and physiological processes and cognitive modifications.
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