Structural Brain Network Disruption at Preclinical Stage of Cognitive Impairment Due to Cerebral Small Vessel Disease

被引:25
作者
Du, Jing [1 ,2 ,3 ]
Zhu, Hong [5 ]
Zhou, Jie [5 ]
Lu, Peiwen [1 ,2 ,3 ]
Qiu, Yage [4 ]
Yu, Ling [1 ,2 ]
Cao, Wenwei [1 ,2 ]
Zhi, Nan [1 ,2 ]
Yang, Jie [1 ,2 ,3 ]
Xu, Qun [1 ,2 ,3 ]
Sun, Junfeng [5 ]
Zhou, Yan [4 ]
机构
[1] Shanghai Jiao Tong Univ, Renji Hosp, Renji UNSW CHeBA Neurocognit Ctr, Med Sch, Shanghai 200127, Peoples R China
[2] Shanghai Jiao Tong Univ, Renji Hosp, Dept Neurol, Med Sch, Shanghai 200127, Peoples R China
[3] Shanghai Jiao Tong Univ, Renji Hosp, Management Ctr, Dept Hlth,Med Sch, Shanghai 200127, Peoples R China
[4] Shanghai Jiao Tong Univ, Renji Hosp, Dept Radiol, Med Sch, Shanghai 200127, Peoples R China
[5] Shanghai Jiao Tong Univ, Shanghai Med X Engn Res Ctr, Sch Biomed Engn, Shanghai 200030, Peoples R China
基金
中国国家自然科学基金;
关键词
cerebral small vessel disease (CSVD); preclinical cognitive impairment (PCI); structural brain network; diffusion tensor imaging (DTI); rich-club; RICH-CLUB ORGANIZATION; CONNECTIVITY PATTERNS; FUNCTIONAL NETWORKS; WHITE-MATTER; CONNECTOME; HUBS; MRI; INTEGRATION; DEMENTIA; TRACKING;
D O I
10.1016/j.neuroscience.2020.08.037
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Cerebral small vessel disease (CSVD) is a common disease among elderly individuals and recognized as a major cause of vascular cognitive impairment. Recent studies demonstrated that CSVD is a disconnection syndrome. However, due to the covert neurological symptoms and subtle changes in clinical performance, the connection alterations during the stage of preclinical cognitive impairment (PCI) and mild cognitive impairment (MCI) are usually neglected and still largely unknown. Using diffusion tensor imaging (DTI), we investigated the early structural network changes in PCI and MCI patients. The PCI group demonstrated well preserved rich-club organization, less nodal strength loss, and disruption of connections centered in the feeder and local connections. Nevertheless, the MCI group manifested a disruption in the rich-club organization, a worse nodal strength loss especially in hub nodes, and an overall disturbance in rich-club, feeder and local connections. Moreover, in all CSVD patients, the strength of the rich-club, feeder and local connections was significantly correlated with multiple cognitive scores, especially in attention, executive, and memory domains; while in MCI patients, only the strength of the rich-club connections was significantly correlated with cognition. Furthermore, based on the network-based statistic analysis, we also identified distinct network component disruption pattern between the PCI group and the MCI group, validating the results described above. These results suggest a disruption pattern from peripheral to central connections with the change of cognitive status, shedding light on the early identification and the underlying disruption of CSVD. (C) 2020 IBRO. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:99 / 115
页数:17
相关论文
共 73 条
[1]   Hubs of brain functional networks are radically reorganized in comatose patients [J].
Achard, Sophie ;
Delon-Martin, Chantal ;
Vertes, Petra E. ;
Renard, Felix ;
Schenck, Maleka ;
Schneider, Francis ;
Heinrich, Christian ;
Kremer, Stephane ;
Bullmore, Edward T. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (50) :20608-20613
[2]   The default network and self-generated thought: component processes, dynamic control, and clinical relevance [J].
Andrews-Hanna, Jessica R. ;
Smallwood, Jonathan ;
Spreng, R. Nathan .
YEAR IN COGNITIVE NEUROSCIENCE, 2014, 1316 :29-52
[3]  
[Anonymous], 2013, Diagnostic and statistical manual of mental disorders
[4]   The role of default network deactivation in cognition and disease [J].
Anticevic, Alan ;
Cole, Michael W. ;
Murray, John D. ;
Corlett, Philip R. ;
Wang, Xiao-Jing ;
Krystal, John H. .
TRENDS IN COGNITIVE SCIENCES, 2012, 16 (12) :584-592
[5]   Age-Related Differences in Dynamic Interactions Among Default Mode, Frontoparietal Control, and Dorsal Attention Networks during Resting-State and Interference Resolution [J].
Avelar-Pereira, Barbara ;
Backman, Lars ;
Wahlin, Anders ;
Nyberg, Lars ;
Salami, Alireza .
FRONTIERS IN AGING NEUROSCIENCE, 2017, 9
[6]   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
[7]   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
[8]  
Cohen J., 1988, STAT POWER ANAL BEHA, DOI 10.4324/9780203771587
[9]   Detecting rich-club ordering in complex networks [J].
Colizza, V ;
Flammini, A ;
Serrano, MA ;
Vespignani, A .
NATURE PHYSICS, 2006, 2 (02) :110-115
[10]   Impaired Rich Club Connectivity in Unaffected Siblings of Schizophrenia Patients [J].
Collin, Guusje ;
Kahn, Rene S. ;
de Reus, Marcel A. ;
Cahn, Wiepke ;
van den Heuvel, Martijn P. .
SCHIZOPHRENIA BULLETIN, 2014, 40 (02) :438-448