Plasma Proteomic Signatures of Physical Activity Provide Insights into Biological Impacts of Physical Activity and its Protective Role Against Dementia.
Gayatri Arani, Amit Arora, Shuai Yang, Jingyue Wu, Jennifer N Kraszewski, Amy Martins, Alexandra Miller, Zebunnesa Zeba, Ayan Jafri, Chengcheng Hu, Leslie V Farland, Jennifer W Bea, Dawn K Coletta, Daniel H Aslan, M Katherine Sayre, Pradyumna K Bharadwaj, Madeline Ally, Silvio Maltagliati, Mark H C Lai, Rand Wilcox, Eco de Geus, Gene E Alexander, David A Raichlen, Yann C Klimentidis
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引用次数: 0
Abstract
Physical activity (PA), including sedentary behavior, is associated with many diseases, including Alzheimer's disease and all-cause dementia. However, the specific biological mechanisms through which PA protects against disease are not entirely understood. To address this knowledge gap, we first assessed the conventional observational associations of three self-reported and three device-based PA measures with circulating levels of 2,911 plasma proteins measured in the UK Biobank (nmax=39,160) and assessed functional enrichment of identified proteins. We then used bi-directional Mendelian randomization (MR) to further evaluate the evidence for causal relationships of PA with protein levels. Finally, we performed mediation analyses to identify proteins that may mediate the relationship of PA with incident all-cause dementia. Our findings revealed 41 proteins consistently associated with all PA measures and 1,027 proteins associated with at least one PA measure. Both conventional observational and MR study designs converged on proteins that appear to increase as a result of PA, including integrin proteins such as ITGAV and ITGAM, as well as MXRA8, CLEC4A, CLEC4M, GFRA1, and ADGRG2; and on proteins that appear to decrease as a result of PA such as LEP, LPL, INHBC, CLMP, PTGDS, ADM, OGN, and PI3. Functional enrichment analyses revealed several relevant processes, including cell-matrix adhesion, integrin-mediated signaling, and collagen binding. Finally, several proteins, including GDF15, ITGAV, HPGDS, BCAN, and MENT, were found to mediate the relationship of PA with all-cause dementia, implicating processes such as synaptic plasticity, neurogenesis and inflammation, through which PA protects against dementia. Our results provide insights into how PA may affect biological processes and protect from all-cause dementia, and provide avenues for future research into the health-promoting effects of PA.
身体活动(PA),包括久坐行为,与许多疾病有关,包括阿尔茨海默病和全因痴呆。然而,PA预防疾病的具体生物学机制尚不完全清楚。为了解决这一知识差距,我们首先评估了三种自我报告和三种基于设备的PA测量与英国生物银行(n max =39,160)测量的2911种血浆蛋白循环水平的传统观察相关性,并评估了鉴定蛋白的功能富集。然后,我们使用双向孟德尔随机化(MR)来进一步评估PA与蛋白质水平因果关系的证据。最后,我们进行了中介分析,以确定可能介导PA与事件全因痴呆关系的蛋白质。我们的研究结果显示,41种蛋白质与所有PA测量一致相关,1027种蛋白质与至少一种PA测量相关。常规观察和MR研究设计都集中在似乎因PA而增加的蛋白质上,包括整合素蛋白,如ITGAV和ITGAM,以及MXRA8、cle4a、cle4m、GFRA1、ADGRG2和PTGDS;以及一些似乎因PA而减少的蛋白质,如LEP、LPL、INHBC、CLMP、PTGDS、ADM、OGN和PI3。功能富集分析揭示了几个相关过程,包括细胞-基质粘附、整合素介导的信号传导和胶原结合。最后,包括GDF15、ITGAV、HPGDS、BCAN和MENT在内的几种蛋白质被发现介导了PA与全因痴呆的关系,暗示突触可塑性、神经发生和炎症等过程是PA预防痴呆的机制。我们的研究结果为PA如何影响生物过程和预防全因痴呆提供了见解,并为未来研究PA的健康促进作用提供了途径。