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Tai Chi Practice Promotes Network Flexibility And Mitigates Age-Related Decreases In Dynamic Functional Connectivity

震级(天文学) 威尔科克森符号秩检验 相关性 功能连接 灵活性(工程) 心理学 统计 动态功能连接 听力学 静息状态功能磁共振成像 脑电图 数学 统计分析 秩相关 秩(图论) 动态网络分析 马尔可夫链
作者
Jonathan Cerna,Prakhar Gupta,Maxine He,Liran Ziegelman,Yang Hu,Manuel E. Hernandez
出处
期刊:Medicine and Science in Sports and Exercise [Lippincott Williams & Wilkins]
卷期号:57 (10S): 761-762
标识
DOI:10.1249/01.mss.0001161464.08674.d6
摘要

Although Tai Chi (TC) has previously been shown to offer compensatory responses to normal age-related functional connectivity (FC) decrements, such responses remain poorly characterized. PURPOSE: To compare and characterize the magnitude of aging-related versus TC-related differences using dynamic FC. METHODS: High-density EEG data (64 channels) were collected from TC older adult practitioners (TCOA, n = 15, age: 65-75 years), age-matched controls (OAC, n = 15), and young adult controls (YAC, n = 15, age: 18-30 years) during resting state conditions. Source-localized EEG data were fit to a hidden Markov model to extract recurrent neural network dynamics. Dynamic functional connectivity (FC) was calculated for intra- and inter-network values and categorized by FC changes. Network-based statistics identified component-level group differences. Wilcoxon Signed Rank Tests compared aging effects (OAC vs. YAC) to TC-related effects (OAC vs. TCOA). RESULTS: For intra-network connectivity, TC-related differences exceeded aging differences in decreased magnitude of negative correlations (W = 459, p = 0.036, d = -0.32), decreased magnitude of positive correlations (W = 425, p = 0.026, d = -0.32), and transitions from positive to negative correlations (W = 3058, p = 1.03E-6, d = -0.43). For inter-network connectivity, TC-related differences were larger in decreased magnitude of negative correlations (W = 13398, p < 2.80E-10, d = -0.40), decreased magnitude of positive correlations (W = 14407, p = 8.33E-10, d = -0.38), transitions from negative to positive correlations (W = 68605, p = 1.28E-14, d = -0.28) and transitions from positive to negative correlations (W = 51667, p = 1.28E-14, d = -0.33). These patterns suggest that TC practice induces stronger network reorganization effects compared to age-related changes, particularly in inter-network integration. CONCLUSIONS: Our findings reveal distinct patterns of dynamic network reorganization, with TC-related differences mitigating commonly observed patterns of diffuse increases in positive correlations and decreased magnitude of negative correlations while simultaneously promoting greater network flexibility. Future studies should examine network-specific interactions to better understand these neural mechanisms. Supported by: This research was funded, in part, by the Jump ARCHES endowment through the Health Care Engineering Systems Center. Artifical Intelligence was used for code generation, code review, and debugging.

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