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Sleep Quality Modulates the Association between Dynamic Functional Network Connectivity and Cognitive Function in Healthy Older Adults
Xu, Hong-Zhou1; Peng, Xue-Rui1,3; Liu, Yun-Rui1,4; Lei, Xu1; Yu, Jing1,2
第一作者Xu, Hong-Zhou
通讯作者邮箱helen12@swu.edu.cn (j. yu)
心理所单位排序2
摘要

is associated with changes in sleep, brain activity, and cognitive function, as well as the association among these factors; however, the precise nature of these changes has not been elucidated. This study systematically investigated the modulatory effect of sleep on the relationship between brain functional network connectivity (FNC) and cognitive function in older adults. In total, 107 community-dwelling healthy older adults were recruited and assigned into poor sleep and good sleep groups based on the Pittsburgh Sleep Quality Index. The static functional network connectivity (sFNC), the temporal variability of dynamic FNC (dFNC) from variance (dFNC-var), and the dFNC from clustering state (dFNC-state) were calculated. Corresponding cognition-predictive models were constructed for each sleep group. dFNC but not sFNC, was able to significantly predict the cognitive function in older adults. Specifically, sleep played a modulatory role in the association between dFNC and cognitive function, with sleep-specific variations at both microscopic (i.e., specific edges) and macroscopic levels (i.e., specific states) of dFNC. (c) 2021 IBRO. Published by Elsevier Ltd. All rights reserved.

关键词aging dynamic functional network connectivity sleep cognitive function machine learning
2022
语种英语
DOI10.1016/j.neuroscience.2021.11.018
发表期刊NEUROSCIENCE
ISSN0306-4522
卷号480页码:131-142
期刊论文类型实证研究
收录类别SCI
资助项目National Natural Science Foundation of China[31971007] ; National Natural Science Foundation of China[61961160705] ; National Natural Science Foundation of China[31971028] ; CAS Key Laboratory of Mental Health, Institute of Psychology[KLMH2019K02]
出版者PERGAMON-ELSEVIER SCIENCE LTD
WOS关键词BASAL GANGLIA ; DEFAULT MODE ; PREFRONTAL CORTEX ; BRAIN ; VARIABILITY ; PATTERNS ; PREDICTION ; COMPONENTS
WOS研究方向Neurosciences & Neurology
WOS类目Neurosciences
WOS记录号WOS:000726747400012
WOS分区Q3
资助机构National Natural Science Foundation of China ; CAS Key Laboratory of Mental Health, Institute of Psychology
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/41377
专题中国科学院心理健康重点实验室
通讯作者Yu, Jing
作者单位1.Southwest Univ, Fac Psychol, Tiansheng Rd, Chongqing 400715, Peoples R China
2.Chinese Acad Sci, Inst Psychol, Key Lab Mental Hlth, Beijing, Peoples R China
3.Tech Univ Dresden, Fac Psychol, Lifespan Dev Neurosci, Dresden, Germany
4.Univ Basel, Fac Psychol, Ctr Cognit & Decis Sci, Basel, Switzerland
通讯作者单位中国科学院心理健康重点实验室
推荐引用方式
GB/T 7714
Xu, Hong-Zhou,Peng, Xue-Rui,Liu, Yun-Rui,et al. Sleep Quality Modulates the Association between Dynamic Functional Network Connectivity and Cognitive Function in Healthy Older Adults[J]. NEUROSCIENCE,2022,480:131-142.
APA Xu, Hong-Zhou,Peng, Xue-Rui,Liu, Yun-Rui,Lei, Xu,&Yu, Jing.(2022).Sleep Quality Modulates the Association between Dynamic Functional Network Connectivity and Cognitive Function in Healthy Older Adults.NEUROSCIENCE,480,131-142.
MLA Xu, Hong-Zhou,et al."Sleep Quality Modulates the Association between Dynamic Functional Network Connectivity and Cognitive Function in Healthy Older Adults".NEUROSCIENCE 480(2022):131-142.
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