Connectivity Features for Identifying Cognitive Impairment in Presymptomatic Carotid Stenosis

被引:24
作者
Lin, Chun-Jen [1 ,2 ]
Tu, Pei-Chi [2 ,3 ]
Chern, Chang-Ming [2 ,4 ]
Hsiao, Fu-Jung [2 ,5 ]
Chang, Feng-Chi [6 ]
Cheng, Hsien-Lin [7 ]
Tang, Chih-Wei [2 ,8 ]
Lee, Yi-Chung [4 ,9 ]
Chen, Wei-Ta [2 ,4 ,9 ]
Lee, I-Hui [2 ,4 ]
机构
[1] Taipei Vet Gen Hosp, Hsinchu Branch, Dept Internal Med, Hsinchu, Taiwan
[2] Natl Yang Ming Univ, Inst Brain Sci, Taipei 112, Taiwan
[3] Taipei Vet Gen Hosp, Dept Med Educ & Res, Taipei, Taiwan
[4] Taipei Vet Gen Hosp, Dept Neurol, Taipei, Taiwan
[5] Taipei City Hosp, Dept Educ & Res, Taipei, Taiwan
[6] Taipei Vet Gen Hosp, Dept Radiol, Taipei, Taiwan
[7] Taipei Med Univ Hosp, Dept Phys Med & Rehabil, Taipei, Taiwan
[8] Far Eastern Mem Hosp, Dept Internal Med, New Taipei, Taiwan
[9] Natl Yang Ming Univ, Sch Med, Taipei 112, Taiwan
关键词
FUNCTIONAL CONNECTIVITY; ALZHEIMERS-DISEASE; HUMAN BRAIN; STROKE; SCALE; RISK; PERFORMANCE; PREDICTION; DIZZINESS; NETWORKS;
D O I
10.1371/journal.pone.0085441
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Severe asymptomatic stenosis of the internal carotid artery (ICA) leads to increased incidence of mild cognitive impairment (MCI) likely through silent embolic infarcts and/or chronic hypoperfusion, but the brain dysfunction is poorly understood and difficult to diagnose. Thirty cognitively intact subjects with asymptomatic, severe (>= 70%), unilateral stenosis of the ICA were compared with 30 healthy controls, matched for age, sex, cardiovascular risk factors and education level, on a battery of neuropsychiatric tests, voxel-based morphometry of magnetic resonance imaging (MRI), diffusion tensor imaging and brain-wise, seed-based analysis of resting-state functional MRI. Multivariate regression models and multivariate pattern classification (support vector machines) were computed to assess the relationship between connectivity measures and neurocognitive performance. The patients had worse dizziness scores and poorer verbal memory, executive function and complex visuo-spatial performance than controls. Twelve out of the 30 patients (40%) were considered to have MCI. Nonetheless, the leukoaraiosis Sheltens scores, hippocampal and brain volumes were not different between groups. Their whole-brain mean fractional anisotropy (FA) was significantly reduced and regional functional connectivity (Fc) was significantly impaired in the dorsal attention network (DAN), frontoparietal network, sensorimotor network and default mode network. In particular, the Fc strength at the insula of the DAN and the mean FA were linearly related with attention performance and dizziness severity, respectively. The multivariate pattern classification gave over 90% predictive accuracy of individuals with MCI or severe dizziness. Cognitive decline in stroke-free individuals with severe carotid stenosis may arise from nonselective widespread disconnections of long-range, predominantly interhemispheric non-hippocampal pathways. Connectivity measures may serve as both predictors for cases at risk and therapeutic targets for mitigating vascular cognitive impairment.
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页数:8
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