A robust core architecture of functional brain networks supports topological resilience and cognitive performance in middle- and old-aged adults

认知 心理弹性 认知功能衰退 睡眠剥夺对认知功能的影响 弹性(材料科学) 心理学 芯(光纤) 情景记忆 稳健性(进化) 神经科学 老年学 发展心理学 医学 计算机科学 痴呆 生物 社会心理学 基因 物理 热力学 病理 生物化学 疾病 电信
作者
William C. Stanford,Peter J. Mucha,Eran Dayan
出处
期刊:Proceedings of the National Academy of Sciences of the United States of America [Proceedings of the National Academy of Sciences]
卷期号:119 (44)
标识
DOI:10.1073/pnas.2203682119
摘要

Aging is associated with gradual changes in cognition, yet some individuals exhibit protection against age-related cognitive decline. The topological characteristics of brain networks that promote protection against cognitive decline in aging are unknown. Here, we investigated whether the robustness and resilience of brain networks, queried via the delineation of the brain’s core network structure, relate to age and cognitive performance in a cross-sectional dataset of healthy middle- and old-aged adults ( n = 478, ages 40 to 90 y). First, we decomposed each subject’s functional brain network using k -shell decomposition and found that age was negatively associated with robust core network structures. Next, we perturbed these networks, via attack simulations, and found that resilience of core brain network nodes also declined in relationship to age. We then partitioned our dataset into middle- (ages 40 to 65 y, n = 300) and old- (ages 65 to 90 y, n = 178) aged subjects and observed that older individuals had less robust core connectivity and resilience. Following these analyses, we found that episodic memory was positively related to robust connectivity and core resilience, particularly within the default node, limbic, and frontoparietal control networks. Importantly, we found that age-related differences in episodic memory were positively related to core resilience, which indicates a potential role for core resilience in protection against cognitive decline. Together, these findings suggest that robust core connectivity and resilience of brain networks could facilitate high cognitive performance in aging.
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