Bioinformatics Analysis Identifies Key Genes in the Effect of Resistance Training on Female Skeletal Muscle Aging.

IF 1.4 4区 医学 Q4 GERIATRICS & GERONTOLOGY Journal of Aging and Physical Activity Pub Date : 2024-04-29 Print Date: 2024-08-01 DOI:10.1123/japa.2023-0178
Jiacheng Ma, Xiaoli Pang, Ismail Laher, Shunchang Li
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Abstract

Resistance training is used to combat skeletal muscle function decline in older adults. Few studies have been designed specific for females, resulting in very limited treatment options for skeletal muscle atrophy in aging women. Here, we analyzed the gene expression profiles of skeletal muscle samples from sedentary young women, sedentary older women, and resistance-trained older women, using microarray data from public database. A total of 45 genes that were differentially expressed during female muscle aging and reversed by resistance training were identified. Functional and pathway enrichment analysis, protein-protein interaction network analysis, and receiver operating characteristic analysis were performed to reveal the key genes and pathways involved in the effects of resistance training on female muscle aging. The collagen genes COL1A1, COL3A1, and COL4A1 were identified important regulators of female muscle aging and resistance training, by modulating multiple signaling pathways, such as PI3 kinase-Akt signaling, focal adhesions, extracellular matrix-receptor interactions, and relaxin signaling. Interestingly, the expression of CDKN1A and TP63 were increased during aging, and further upregulated by resistance training in older women, suggesting they may negatively affect resistance training outcomes. Our findings provide novel insights into the molecular mechanisms of resistance training on female muscle aging and identify potential biomarkers and targets for clinical intervention.

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生物信息学分析确定了阻力训练对女性骨骼肌衰老影响的关键基因
阻力训练可用于对抗老年人骨骼肌功能衰退。但很少有专门针对女性的研究,导致针对老年女性骨骼肌萎缩的治疗方案非常有限。在此,我们利用公共数据库中的芯片数据分析了久坐不动的年轻女性、久坐不动的老年女性和接受过阻力训练的老年女性骨骼肌样本的基因表达谱。结果发现,共有 45 个基因在女性肌肉衰老过程中存在差异表达,而阻力训练可逆转这些差异表达。通过功能和通路富集分析、蛋白质-蛋白质相互作用网络分析以及接收者操作特征分析,揭示了参与阻力训练对女性肌肉衰老影响的关键基因和通路。研究发现,胶原蛋白基因COL1A1、COL3A1和COL4A1通过调节多种信号通路,如PI3激酶-Akt信号通路、病灶粘附、细胞外基质-受体相互作用和松弛素信号通路,成为女性肌肉衰老和阻力训练的重要调节因子。有趣的是,CDKN1A和TP63的表达在衰老过程中增加,并在老年女性进行阻力训练时进一步上调,这表明它们可能会对阻力训练的结果产生负面影响。我们的研究结果为阻力训练对女性肌肉衰老的分子机制提供了新的见解,并为临床干预确定了潜在的生物标志物和靶标。
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来源期刊
CiteScore
2.60
自引率
6.70%
发文量
105
审稿时长
>12 weeks
期刊介绍: The Journal of Aging and Physical Activity (JAPA) is a multidisciplinary journal that publishes peer-reviewed original research reports, scholarly reviews, and professional-application articles on the relationship between physical activity and the aging process. The journal encourages the submission of articles that can contribute to an understanding of (a) the impact of physical activity on physiological, psychological, and social aspects of older adults and (b) the effect of advancing age or the aging process on physical activity among older adults. In addition to publishing research reports and reviews, JAPA publishes articles that examine the development, implementation, and evaluation of physical activity programs among older adults. Articles from the biological, behavioral, and social sciences, as well as from fields such as medicine, clinical psychology, physical and recreational therapy, health, physical education, and recreation, are appropriate for the journal. Studies using animal models do not fit within our mission statement and should be submitted elsewhere.
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