Sleep Quality Modulates the Association between Dynamic Functional Network Connectivity and Cognitive Function in Healthy Older Adults
文献类型:期刊论文
作者 | Xu, Hong-Zhou2; Peng, Xue-Rui1,2; Liu, Yun-Rui2,3; Lei, Xu2; Yu, Jing2,4 |
刊名 | NEUROSCIENCE |
出版日期 | 2022 |
卷号 | 480页码:131-142 |
ISSN号 | 0306-4522 |
关键词 | aging dynamic functional network connectivity sleep cognitive function machine learning |
DOI | 10.1016/j.neuroscience.2021.11.018 |
通讯作者 | Yu, Jing(helen12@swu.edu.cn) |
英文摘要 | 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. |
收录类别 | SCI |
WOS关键词 | BASAL GANGLIA ; DEFAULT MODE ; PREFRONTAL CORTEX ; BRAIN ; VARIABILITY ; PATTERNS ; PREDICTION ; COMPONENTS |
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] |
WOS研究方向 | Neurosciences & Neurology |
语种 | 英语 |
出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
WOS记录号 | WOS:000726747400012 |
资助机构 | National Natural Science Foundation of China ; CAS Key Laboratory of Mental Health, Institute of Psychology |
源URL | [http://ir.psych.ac.cn/handle/311026/41377] |
专题 | 心理研究所_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.Tech Univ Dresden, Fac Psychol, Lifespan Dev Neurosci, Dresden, Germany 2.Southwest Univ, Fac Psychol, Tiansheng Rd, Chongqing 400715, Peoples R China 3.Univ Basel, Fac Psychol, Ctr Cognit & Decis Sci, Basel, Switzerland 4.Chinese Acad Sci, Inst Psychol, Key Lab Mental Hlth, Beijing, Peoples R China |
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. |
入库方式: OAI收割
来源:心理研究所
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