{"title":"肌肉力量、脑电图生物标志物和工作记忆作为认知功能受损老年人认知功能的相互作用预测因子。","authors":"Yagang Song, Shuqi Jia, Xing Wang, Aiwei Wang, Shufan Li, Feng Ding, Tao Ma, Xueping Wu","doi":"10.3389/fnagi.2025.1641209","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Cognitive decline in older adults is a pressing public health concern, with emerging evidence suggesting that both muscle strength and neural function may influence cognitive outcomes. However, the integrative mechanisms linking these domains remain insufficiently understood.</p><p><strong>Objective: </strong>This study aimed to explore whether resting-state EEG characteristics and working memory mediate the relationship between muscle strength and global cognitive function in older adults with cognitive impairment. Methods: A cross-sectional study was conducted among 137 older adults (mean age = 72.65 ± 7.75) with cognitive impairment. Muscle strength was assessed using grip strength and 30 s chair stand tests. Resting-state EEG power across six frequency bands was recorded from 16 electrodes. Working memory was evaluated using a two-back task, and cognitive function was assessed via the MoCA. Mediation analyses were performed using the PROCESS macro (Model 4), controlling for age, sex, education, and BMI.</p><p><strong>Results: </strong>Grip strength showed significant direct effects on cognitive function (<i>β</i> = 0.399, <i>p</i> < 0.001), with partial mediation by both working memory (β = 0.070, <i>p</i> < 0.05) and resting-state EEG (<i>β</i> = 0.150, <i>p</i> < 0.01). In contrast, lower limb strength was mediated only by working memory (β = 0.078, <i>p</i> < 0.05), while EEG-based mediation was not significant. The overall model explained 50.7% of the variance in cognitive outcomes.</p><p><strong>Conclusion: </strong>This study highlights the distinct mediating roles of working memory and EEG features in the muscle strength-cognition relationship. Grip strength, as a potential biomarker, may reflect central nervous system integrity and serve as a target for cognitive health interventions in aging populations.</p>","PeriodicalId":12450,"journal":{"name":"Frontiers in Aging Neuroscience","volume":"17 ","pages":"1641209"},"PeriodicalIF":4.5000,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12443566/pdf/","citationCount":"0","resultStr":"{\"title\":\"Muscle strength, EEG biomarkers, and working memory as interacting predictors of cognitive function in cognitively impaired older adults.\",\"authors\":\"Yagang Song, Shuqi Jia, Xing Wang, Aiwei Wang, Shufan Li, Feng Ding, Tao Ma, Xueping Wu\",\"doi\":\"10.3389/fnagi.2025.1641209\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Cognitive decline in older adults is a pressing public health concern, with emerging evidence suggesting that both muscle strength and neural function may influence cognitive outcomes. However, the integrative mechanisms linking these domains remain insufficiently understood.</p><p><strong>Objective: </strong>This study aimed to explore whether resting-state EEG characteristics and working memory mediate the relationship between muscle strength and global cognitive function in older adults with cognitive impairment. Methods: A cross-sectional study was conducted among 137 older adults (mean age = 72.65 ± 7.75) with cognitive impairment. Muscle strength was assessed using grip strength and 30 s chair stand tests. Resting-state EEG power across six frequency bands was recorded from 16 electrodes. Working memory was evaluated using a two-back task, and cognitive function was assessed via the MoCA. Mediation analyses were performed using the PROCESS macro (Model 4), controlling for age, sex, education, and BMI.</p><p><strong>Results: </strong>Grip strength showed significant direct effects on cognitive function (<i>β</i> = 0.399, <i>p</i> < 0.001), with partial mediation by both working memory (β = 0.070, <i>p</i> < 0.05) and resting-state EEG (<i>β</i> = 0.150, <i>p</i> < 0.01). In contrast, lower limb strength was mediated only by working memory (β = 0.078, <i>p</i> < 0.05), while EEG-based mediation was not significant. The overall model explained 50.7% of the variance in cognitive outcomes.</p><p><strong>Conclusion: </strong>This study highlights the distinct mediating roles of working memory and EEG features in the muscle strength-cognition relationship. 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引用次数: 0
摘要
背景:老年人的认知能力下降是一个紧迫的公共卫生问题,新出现的证据表明肌肉力量和神经功能都可能影响认知结果。然而,连接这些领域的综合机制仍然没有得到充分的了解。目的:探讨静息状态脑电图特征和工作记忆是否介导老年认知功能障碍患者肌肉力量与整体认知功能之间的关系。方法:对137例老年认知障碍患者(平均年龄 = 72.65 ± 7.75)进行横断面研究。肌肉力量通过握力和30次 椅子站立测试来评估。通过16个电极记录6个频带的静息状态EEG功率。工作记忆通过双背任务进行评估,认知功能通过MoCA进行评估。使用PROCESS宏观(模型4)进行中介分析,控制年龄、性别、教育程度和BMI。结果:握力对认知功能有显著的直接影响(β = 0.399,p p β = 0.150,p p )结论:本研究突出了工作记忆和脑电特征在肌力-认知关系中的显著中介作用。握力作为一种潜在的生物标志物,可以反映中枢神经系统的完整性,并可作为老年人群认知健康干预的目标。
Muscle strength, EEG biomarkers, and working memory as interacting predictors of cognitive function in cognitively impaired older adults.
Background: Cognitive decline in older adults is a pressing public health concern, with emerging evidence suggesting that both muscle strength and neural function may influence cognitive outcomes. However, the integrative mechanisms linking these domains remain insufficiently understood.
Objective: This study aimed to explore whether resting-state EEG characteristics and working memory mediate the relationship between muscle strength and global cognitive function in older adults with cognitive impairment. Methods: A cross-sectional study was conducted among 137 older adults (mean age = 72.65 ± 7.75) with cognitive impairment. Muscle strength was assessed using grip strength and 30 s chair stand tests. Resting-state EEG power across six frequency bands was recorded from 16 electrodes. Working memory was evaluated using a two-back task, and cognitive function was assessed via the MoCA. Mediation analyses were performed using the PROCESS macro (Model 4), controlling for age, sex, education, and BMI.
Results: Grip strength showed significant direct effects on cognitive function (β = 0.399, p < 0.001), with partial mediation by both working memory (β = 0.070, p < 0.05) and resting-state EEG (β = 0.150, p < 0.01). In contrast, lower limb strength was mediated only by working memory (β = 0.078, p < 0.05), while EEG-based mediation was not significant. The overall model explained 50.7% of the variance in cognitive outcomes.
Conclusion: This study highlights the distinct mediating roles of working memory and EEG features in the muscle strength-cognition relationship. Grip strength, as a potential biomarker, may reflect central nervous system integrity and serve as a target for cognitive health interventions in aging populations.
期刊介绍:
Frontiers in Aging Neuroscience is a leading journal in its field, publishing rigorously peer-reviewed research that advances our understanding of the mechanisms of Central Nervous System aging and age-related neural diseases. Specialty Chief Editor Thomas Wisniewski at the New York University School of Medicine is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.