Exploring the Link between Brain Topological Resilience and Cognitive Performance in the Context of Aging and Vascular Risk Factors: A Cross-Ethnicity Population-Based Study

背景(考古学) 睡眠剥夺对认知功能的影响 认知 心理弹性 结构方程建模 心理学 计算机科学 神经科学 社会心理学 生物 机器学习 古生物学
作者
Hao Liu,Jing Jing,Jiyang Jiang,Wei Wen,Wanlin Zhu,Zixiao Li,Yuesong Pan,Xueli Cai,Chang Liu,Yijun Zhou,Xia Meng,Yilong Wang,Hao Li,Yong Jiang,Huaguang Zheng,Suying Wang,Haijun Niu,Nicole A. Kochan,Henry Brodaty,Tiemin Wei,Perminder S. Sachdev,Yubo Fan,Tao Liu,Yongjun Wang
出处
期刊:Science Bulletin [Elsevier]
被引量:1
标识
DOI:10.1016/j.scib.2024.04.018
摘要

Brain aging is typically associated with a significant decline in cognitive performance. Vascular risk factors and subsequent atherosclerosis play a major role in this process. Brain resilience reflects the brain's ability to withstand external perturbations, but the relationship of brain resilience with cognition during the aging process remains unclear. Here, we investigated how brain topological resilience (BTR) is associated with cognitive performance in the face of aging and vascular risk factors. We used data from two cross-ethnicity community cohorts, PolyvasculaR Evaluation for Cognitive Impairment and Vascular Events (PRECISE, n=2220) and Sydney Memory and Ageing Study (MAS, n=246). We conducted an attack simulation on brain structural networks based on k-shell decomposition and node degree centrality. BTR was defined based on changes in the size of the largest subgroup of the network during the simulation process. Subsequently, we explored the negative correlations of BTR with age, vascular risk factors (VRF), and atherosclerosis (AS), and its positive correlation with cognitive performance. Furthermore, using structural equation modeling (SEM), we constructed path models to analyze the directional dependencies among these variables, demonstrating that aging, AS, and VRF affect cognition by disrupting BTR. Our results also indicated the specificity of this metric, independent of brain volume. Overall, these findings underscore the supportive role of BTR on cognition during aging and highlight its potential application as an imaging marker for objective assessment of brain cognitive performance.
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