Disrupted Structural Brain Connectome Is Related to Cognitive Impairment in Patients With Ischemic Leukoaraiosis
Ischemic leukoaraiosis (ILA) is related to cognitive impairment and vascular dementia in the elderly. One possible mechanism could be the disruption of white matter (WM) tracts and network function that connect distributed brain regions involved in cognition. The purpose of this study was to investi...
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doaj-ac4dba2bf08d46508b17175b0da2795c2021-06-10T10:50:47ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612021-06-011510.3389/fnhum.2021.654750654750Disrupted Structural Brain Connectome Is Related to Cognitive Impairment in Patients With Ischemic LeukoaraiosisTong Lu0Tong Lu1Zan Wang2Ying Cui3Jiaying Zhou4Yuancheng Wang5Shenghong Ju6Shenghong Ju7Nanjing Medical University, Nanjing, ChinaDepartment of Radiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, ChinaDepartment of Neurology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, ChinaDepartment of Radiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, ChinaDepartment of Radiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, ChinaDepartment of Radiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, ChinaNanjing Medical University, Nanjing, ChinaDepartment of Radiology, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, ChinaIschemic leukoaraiosis (ILA) is related to cognitive impairment and vascular dementia in the elderly. One possible mechanism could be the disruption of white matter (WM) tracts and network function that connect distributed brain regions involved in cognition. The purpose of this study was to investigate the relationship between structural connectome and cognitive functions in ILA patients. A total of 89 patients with ILA (Fazekas score ≥ 3) and 90 healthy controls (HCs) underwent comprehensive neuropsychological examinations and diffusion tensor imaging scans. The tract-based spatial statistics approach was employed to investigate the WM integrity. Graph theoretical analysis was further applied to construct the topological architecture of the structural connectome in ILA patients. Partial correlation analysis was used to investigate the relationships between network measures and cognitive performances in the ILA group. Compared with HCs, the ILA patients showed widespread WM integrity disruptions. The ILA group displayed increased characteristic path length (Lp) and decreased global network efficiency at the level of the whole brain relative to HCs, and reduced nodal efficiencies, predominantly in the frontal–subcortical and limbic system regions. Furthermore, these structural connectomic alterations were associated with cognitive impairment in ILA patients. The association between WM changes (i.e., fractional anisotropy and mean diffusivity measures) and cognitive function was mediated by the structural connectivity measures (i.e., local network efficiency and Lp). In conclusion, cognitive impairment in ILA patients is related to microstructural disruption of multiple WM fibers and topological disorganization of structural networks, which have implications in understanding the relationship between ILA and the possible attendant cognitive impairment.https://www.frontiersin.org/articles/10.3389/fnhum.2021.654750/fullischemic leukoaraiosisdiffusion tensor imagingwhite matter integritygraph theorystructural brain networkbrain connectome |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tong Lu Tong Lu Zan Wang Ying Cui Jiaying Zhou Yuancheng Wang Shenghong Ju Shenghong Ju |
spellingShingle |
Tong Lu Tong Lu Zan Wang Ying Cui Jiaying Zhou Yuancheng Wang Shenghong Ju Shenghong Ju Disrupted Structural Brain Connectome Is Related to Cognitive Impairment in Patients With Ischemic Leukoaraiosis Frontiers in Human Neuroscience ischemic leukoaraiosis diffusion tensor imaging white matter integrity graph theory structural brain network brain connectome |
author_facet |
Tong Lu Tong Lu Zan Wang Ying Cui Jiaying Zhou Yuancheng Wang Shenghong Ju Shenghong Ju |
author_sort |
Tong Lu |
title |
Disrupted Structural Brain Connectome Is Related to Cognitive Impairment in Patients With Ischemic Leukoaraiosis |
title_short |
Disrupted Structural Brain Connectome Is Related to Cognitive Impairment in Patients With Ischemic Leukoaraiosis |
title_full |
Disrupted Structural Brain Connectome Is Related to Cognitive Impairment in Patients With Ischemic Leukoaraiosis |
title_fullStr |
Disrupted Structural Brain Connectome Is Related to Cognitive Impairment in Patients With Ischemic Leukoaraiosis |
title_full_unstemmed |
Disrupted Structural Brain Connectome Is Related to Cognitive Impairment in Patients With Ischemic Leukoaraiosis |
title_sort |
disrupted structural brain connectome is related to cognitive impairment in patients with ischemic leukoaraiosis |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Human Neuroscience |
issn |
1662-5161 |
publishDate |
2021-06-01 |
description |
Ischemic leukoaraiosis (ILA) is related to cognitive impairment and vascular dementia in the elderly. One possible mechanism could be the disruption of white matter (WM) tracts and network function that connect distributed brain regions involved in cognition. The purpose of this study was to investigate the relationship between structural connectome and cognitive functions in ILA patients. A total of 89 patients with ILA (Fazekas score ≥ 3) and 90 healthy controls (HCs) underwent comprehensive neuropsychological examinations and diffusion tensor imaging scans. The tract-based spatial statistics approach was employed to investigate the WM integrity. Graph theoretical analysis was further applied to construct the topological architecture of the structural connectome in ILA patients. Partial correlation analysis was used to investigate the relationships between network measures and cognitive performances in the ILA group. Compared with HCs, the ILA patients showed widespread WM integrity disruptions. The ILA group displayed increased characteristic path length (Lp) and decreased global network efficiency at the level of the whole brain relative to HCs, and reduced nodal efficiencies, predominantly in the frontal–subcortical and limbic system regions. Furthermore, these structural connectomic alterations were associated with cognitive impairment in ILA patients. The association between WM changes (i.e., fractional anisotropy and mean diffusivity measures) and cognitive function was mediated by the structural connectivity measures (i.e., local network efficiency and Lp). In conclusion, cognitive impairment in ILA patients is related to microstructural disruption of multiple WM fibers and topological disorganization of structural networks, which have implications in understanding the relationship between ILA and the possible attendant cognitive impairment. |
topic |
ischemic leukoaraiosis diffusion tensor imaging white matter integrity graph theory structural brain network brain connectome |
url |
https://www.frontiersin.org/articles/10.3389/fnhum.2021.654750/full |
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