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维持大脑健康:身体活动与体能对衰老大脑的影响——一项英国生物银行研究

Maintaining Brain Health: The Impact of Physical Activity and Fitness on the Aging Brain-A UK Biobank Study.

作者信息

Hoogen Hanna, Hebling Vieira Bruno, Langer Nicolas

机构信息

Department of Psychology, University of Zurich, Zurich, Switzerland.

Faculty of Psychology & Neuroscience, Maastricht University, Maastricht, Netherlands.

出版信息

Eur J Neurosci. 2025 Apr;61(8):e70085. doi: 10.1111/ejn.70085.

Abstract

The growing prevalence of physical and neurological disorders linked to aging poses significant challenges for society. Many of these disorders are closely linked to changes in brain structure and function, highlighting the importance of identifying protective factors that can preserve brain structure in later life and mitigate age-related decline. Physical activity (PA) is consistently linked to physical health and was found to mitigate age-related disorders. However, its effects on markers of brain aging remain inconclusive, partly due to reliance on underpowered studies and self-reported data. We investigated the effects of accelerometer-measured PA and physical fitness on BrainAGE, a machine-learning-derived marker of brain aging, in a large UK Biobank cohort. Using cortical and subcortical neuroimaging-derived features, a BrainAGE model was trained on 21,442 participants (mean absolute error: 3.75 years) and applied to predict BrainAGE for an independent sample of 10,874 participants. Accelerometer-measured moderate-intensity PA, but not self-reported PA, was associated with decelerated brain aging, indicated by a negative BrainAGE. Further, higher hand grip strength, along with lower body mass index (BMI), diastolic blood pressure (DBP), and resting heart rate, was linked to decelerated aging. These fitness measures impacted BrainAGE independently of PA. Additionally, fitness partially accounted for the relationship between PA and BrainAGE. Specifically, BMI, DBP, and resting heart rate showed a significant mediating effect, while grip strength did not. These findings highlight the interplay between PA and fitness in maintaining brain health and provide valuable insights for neuroscience and preventive health measures.

摘要

与衰老相关的身体和神经疾病患病率不断上升,给社会带来了重大挑战。其中许多疾病与大脑结构和功能的变化密切相关,这凸显了识别保护因素的重要性,这些因素可以在晚年维持大脑结构并减轻与年龄相关的衰退。身体活动(PA)一直与身体健康相关,并被发现可以减轻与年龄相关的疾病。然而,其对大脑衰老标志物的影响仍不明确,部分原因是依赖于样本量不足的研究和自我报告的数据。我们在一个大型的英国生物银行队列中,研究了通过加速度计测量的身体活动和身体素质对BrainAGE(一种通过机器学习得出的大脑衰老标志物)的影响。利用皮质和皮质下神经影像衍生特征,在21442名参与者(平均绝对误差:3.75年)上训练了一个BrainAGE模型,并将其应用于预测10874名独立样本参与者的BrainAGE。通过加速度计测量的中等强度身体活动,而非自我报告的身体活动,与大脑衰老减速相关,表现为负的BrainAGE。此外,更高的握力,以及更低的体重指数(BMI)、舒张压(DBP)和静息心率,与衰老减速相关。这些身体素质指标对BrainAGE的影响独立于身体活动。此外,身体素质部分解释了身体活动与BrainAGE之间的关系。具体而言,BMI、DBP和静息心率显示出显著的中介作用,而握力则没有。这些发现突出了身体活动和身体素质在维持大脑健康方面的相互作用,并为神经科学和预防健康措施提供了有价值的见解。

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