Age-related differences in the topological efficiency of the brain structural connectome in amnestic mild cognitive impairment

被引:19
作者
Zhao, Tengda [1 ,2 ,3 ,4 ]
Sheng, Can [5 ]
Bi, Qiuhui [1 ,2 ,3 ,4 ]
Niu, Weili [1 ,2 ,3 ,4 ]
Shu, Ni [1 ,2 ,3 ,4 ]
Han, Ying [5 ,6 ,7 ,8 ]
机构
[1] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
[2] Beijing Normal Univ, IDG McGovern Inst Brain Res, Beijing 100875, Peoples R China
[3] Beijing Normal Univ, Ctr Collaborat & Innovat Brain & Learning Sci, Beijing, Peoples R China
[4] Beijing Normal Univ, Beijing Key Lab Brain Imaging & Connect, Beijing, Peoples R China
[5] Capital Med Univ, XuanWu Hosp, Dept Neurol, Beijing 100053, Peoples R China
[6] Beijing Inst Brain Disorders, Ctr Alzheimers Dis, Beijing, Peoples R China
[7] Natl Clin Res Ctr Geriatr Disorders, Beijing, Peoples R China
[8] PKU Care Rehabil Hosp, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Aging; Brain connectome; Diffusion MRI; Graph theory; Mild cognitive impairment; White matter; WHITE-MATTER DEGENERATION; DEFAULT-MODE NETWORK; ALZHEIMERS-DISEASE; FUNCTIONAL CONNECTIVITY; ORGANIZATION; REVEALS; PATTERNS; CORTEX; MEMORY; HUBS;
D O I
10.1016/j.neurobiolaging.2017.08.005
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
Amnestic mild cognitive impairment (aMCI) is accompanied by the accelerated cognitive decline and rapid brain degeneration with aging. However, the age-related alterations of the topological organization of the brain connectome in aMCI patients remained largely unknown. In this study, we constructed the brain structural connectome in 51 aMCI patients and 51 healthy controls by diffusion magnetic resonance imaging and deterministic tractography. The different age-related alteration patterns of the global and regional network metrics between aMCI patients and healthy controls were assessed by a linear regression model. Compared with healthy controls, significantly decreased global and local network efficiency in aMCI patients were found. When correlating network efficiency with age, we observed a significant decline in network efficiency with aging in the aMCI patients, while not in the healthy controls. The age-related decreases of nodal efficiency in aMCI patients were mainly distributed in the key regions of the default-mode network, such as precuneus, anterior cingulate gyrus, and parahippocampal gyrus. In addition, age-related decreases in the connection strength of the edges between peripheral nodes were observed in aMCI patients. Moreover, the decreased regional efficiency of the parahippocampal gyrus was correlated with impaired memory performances in patients. The present study suggests an age-related disruption of the topological organization of the brain structural connectome in aMCI patients, which may provide evidence for different neural mechanisms underlying aging in aMCI and may serve as a potential imaging marker for the early diagnosis of Alzheimer's disease. (C) 2017 Elsevier Inc. All rights reserved.
引用
收藏
页码:144 / 155
页数:12
相关论文
共 75 条
[1]   Efficiency and cost of economical brain functional networks [J].
Achard, Sophie ;
Bullmore, Edward T. .
PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (02) :174-183
[2]  
[Anonymous], NEURAL PLASTICITY
[3]  
Astafiev SV, 2003, J NEUROSCI, V23, P4689
[4]   Topologically Convergent and Divergent Structural Connectivity Patterns between Patients with Remitted Geriatric Depression and Amnestic Mild Cognitive Impairment [J].
Bai, Feng ;
Shu, Ni ;
Yuan, Yonggui ;
Shi, Yongmei ;
Yu, Hui ;
Wu, Di ;
Wang, Jinhui ;
Xia, Mingrui ;
He, Yong ;
Zhang, Zhijun .
JOURNAL OF NEUROSCIENCE, 2012, 32 (12) :4307-4318
[5]   Altered self-referential network in resting-state amnestic type mild cognitive impairment [J].
Bai, Feng ;
Shi, Yongmei ;
Yuan, Yonggui ;
Wang, Yi ;
Yue, Chunxian ;
Teng, Yuhuan ;
Wu, Di ;
Zhang, Zhengsheng ;
Jia, Jianping ;
Zhang, Zhijun .
CORTEX, 2012, 48 (05) :604-613
[6]   Aberrant Hippocampal Subregion Networks Associated with the Classifications of aMCI Subjects: A Longitudinal Resting-State Study [J].
Bai, Feng ;
Xie, Chunming ;
Watson, David R. ;
Shi, Yongmei ;
Yuan, Yonggui ;
Wang, Yi ;
Yue, Chunxian ;
Teng, Yuhuan ;
Wu, Di ;
Zhang, Zhijun .
PLOS ONE, 2011, 6 (12)
[7]   Specifically Progressive Deficits of Brain Functional Marker in Amnestic Type Mild Cognitive Impairment [J].
Bai, Feng ;
Watson, David R. ;
Shi, Yongmei ;
Wang, Yi ;
Yue, Chunxian ;
YuhuanTeng ;
Wu, Di ;
Yuan, Yonggui ;
Zhang, Zhijun .
PLOS ONE, 2011, 6 (09)
[8]   Abnormal whole-brain functional connection in amnestic mild cognitive impairment patients [J].
Bai, Feng ;
Liao, Wei ;
Watson, David R. ;
Shi, Yongmei ;
Wang, Yi ;
Yue, Chunxian ;
Teng, Yuhuan ;
Wu, Di ;
Yuan, Yonggui ;
Jia, Jianping ;
Zhang, Zhijun .
BEHAVIOURAL BRAIN RESEARCH, 2011, 216 (02) :666-672
[9]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[10]   Brain network local interconnectivity loss in aging APOE-4 allele carriers [J].
Brown, Jesse A. ;
Terashima, Kevin H. ;
Burggren, Alison C. ;
Ercoli, Linda M. ;
Miller, Karen J. ;
Small, Gary W. ;
Bookheimer, Susan Y. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (51) :20760-20765