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The Weakened Relationship Between Prestimulus Alpha Oscillations and Response Time in Older Adults With Mild Cognitive Impairment
Chen, Yiqi1,2; He, Hao1,2,3,4; Xu, Pengfei1,2,3,4; Wang, Jing1,2; Qiu, Yuehong1,2; Feng, Wei5; Luo, Yuejia1,2,3,4; Hu, Li6; Guan, Qing1,2,3,4
第一作者Chen, Yiqi
通讯作者邮箱li hu huli@psych.ac.cn ; qing guan guanqing@szu.edu.cn
心理所单位排序6
摘要

Background: Prestimulus alpha oscillations associated with preparatory attention have an impact on response time (RT). However, little is known about whether there is a deficit in the relationship between prestimulus alpha oscillations and RT in older adults with mild cognitive impairment (MCI). Method: We collected electroencephalography (EEG) data from 28 older adults with MCI and 28 demographically matched healthy controls (HCs) when they were performing an Eriksen flanker task. For each participant, single-trial prestimulus alpha power was calculated for combinations of congruency (congruent vs. incongruent) and response speed (fast vs. slow). Result: Statistical analysis indicated that prestimulus alpha power was significantly lower for fast trials than slow trials in HCs but not in older adults with MCI. The Fisher's z scores of the within-subject correlation coefficients between single-trial prestimulus alpha power and RT were significantly larger in HCs than in older adults with MCI. In addition, machine learning analyses indicated that prestimulus alpha power and its correlation with RT could serve as features to distinguish older adults with MCI from HCs and to predict performance on some neuropsychological tests. Conclusion: The reduced correlation between prestimulus alpha activity and RT suggests that older adults with MCI experience impaired preparatory attention.

关键词mild cognitive impairment preparatory attention prestimulus alpha oscillations response time machine learning
2020-03-12
语种英语
DOI10.3389/fnhum.2020.00048
发表期刊FRONTIERS IN HUMAN NEUROSCIENCE
ISSN1662-5161
卷号14页码:10
期刊论文类型article
收录类别SCI
资助项目National Key Research and Development Program of China[2018YFC1315202] ; National Key Research and Development Program of China[2018YFC1315205] ; Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions grant[2019SHIBS0003] ; Shenzhen Science and Technology Research Funding Program[JCYJ20180507183500566] ; National Natural Science Foundation of China[31700960]
出版者FRONTIERS MEDIA SA
WOS关键词TOP-DOWN MODULATION ; PRE-STIMULUS ALPHA ; ALZHEIMERS-DISEASE ; PREPARATORY ATTENTION ; EEG ; BRAIN ; PERFORMANCE ; INHIBITION ; DEMENTIA ; PREDICT
WOS研究方向Neurosciences & Neurology ; Psychology
WOS类目Neurosciences ; Psychology
WOS记录号WOS:000525489300001
Q分类Q2
资助机构National Key Research and Development Program of China ; Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions grant ; Shenzhen Science and Technology Research Funding Program ; National Natural Science Foundation of China
引用统计
被引频次:5[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/311026/31559
专题中国科学院心理健康重点实验室
通讯作者Hu, Li; Guan, Qing
作者单位1.Shenzhen Univ, Ctr Brain Disorders & Cognit Sci, Shenzhen, Peoples R China
2.Shenzhen Univ, Sch Psychol, Shenzhen, Peoples R China
3.Shenzhen Fundamental Res Inst, Shenzhen Hong Kong Inst Brain Sci, Shenzhen, Peoples R China
4.Shenzhen Inst Neurosci, Ctr Neuroimaging, Shenzhen, Peoples R China
5.Jilin Med Univ, Sch Marxism, Jilin, Jilin, Peoples R China
6.Chinese Acad Sci, Inst Psychol, CAS Key Lab Mental Hlth, Beijing, Peoples R China
通讯作者单位中国科学院心理健康重点实验室
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GB/T 7714
Chen, Yiqi,He, Hao,Xu, Pengfei,et al. The Weakened Relationship Between Prestimulus Alpha Oscillations and Response Time in Older Adults With Mild Cognitive Impairment[J]. FRONTIERS IN HUMAN NEUROSCIENCE,2020,14:10.
APA Chen, Yiqi.,He, Hao.,Xu, Pengfei.,Wang, Jing.,Qiu, Yuehong.,...&Guan, Qing.(2020).The Weakened Relationship Between Prestimulus Alpha Oscillations and Response Time in Older Adults With Mild Cognitive Impairment.FRONTIERS IN HUMAN NEUROSCIENCE,14,10.
MLA Chen, Yiqi,et al."The Weakened Relationship Between Prestimulus Alpha Oscillations and Response Time in Older Adults With Mild Cognitive Impairment".FRONTIERS IN HUMAN NEUROSCIENCE 14(2020):10.
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