Altered Dynamic Functional Connectivity in Subcortical Ischemic Vascular Disease With Cognitive Impairment

被引:6
|
作者
Xu, Yuanhang [1 ,2 ]
Shang, Huajie [1 ,2 ,3 ]
Lu, Hui [1 ,2 ,3 ]
Zhang, Junying [3 ,4 ]
Yao, Li [1 ,2 ,5 ]
Long, Zhiying [1 ,2 ]
机构
[1] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing, Peoples R China
[2] Beijing Normal Univ, IDG McGovern Inst Brain Res, Beijing, Peoples R China
[3] Beijing Normal Univ, BABRI Ctr, Beijing, Peoples R China
[4] China Acad Chinese Med Sci, Inst Basic Res Clin Med, Beijing, Peoples R China
[5] Beijing Normal Univ, Sch Artificial Intelligence, Beijing, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
resting-state fMRI; dynamic functional connectivity; subcortical ischemic vascular disease; mild cognitive impairment; brain state; SMALL VESSEL DISEASE; CLINICAL CHARACTERISTICS; NEURAL FLEXIBILITY; NETWORK; FMRI; DEMENTIA; FLUCTUATIONS; VARIABILITY; PATTERNS; FEATURES;
D O I
10.3389/fnagi.2021.758137
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Subcortical ischemic vascular disease (SIVD) can cause cognitive impairment and affect the static functional connectivity of resting functional magnetic resonance imaging (fMRI). Numerous previous studies have demonstrated that functional connectivities (FCs) fluctuate dynamically over time. However, little is known about the impact of cognitive impairment on brain dynamic functional connectivity (DFC) in SIVD patients with MCI. In the present study, the DFC analysis method was applied to the resting functional magnetic resonance imaging (fMRI) data of 37 SIVD controls (SIVD-Control) without cognitive impairment, 34 SIVD patients with amnestic MCI (SIVD-aMCI) and 30 SIVD patients with nonamnestic MCI (SIVD-naMCI). The results indicated that the cognitive impairment of SIVD mainly reduced the mean dwell time of State 3 with overall strong positive connections. The reduction degree of SIVD-aMCI was larger than that of SIVD-naMCI. The memory/execution function impairment of SIVD also changed the relationship between the mean dwell time of State 3 and the behavioral performance of the memory/execution task from significant to non-significant correlation. Moreover, SIVD-aMCI showed significantly lower system segregation of FC states than SIVD-Control and SIVD-naMCI. The system segregation of State 5 with overall weak connections was significantly positive correlated with the memory performance. The results may suggest that the mean dwell time of State 3 and the system segregation of State 5 may be used as important neural measures of cognitive impairments of SIVD.
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页数:12
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