Reconfiguration of brain network dynamics underlying spatial deficits in subjective cognitive decline

被引:3
|
作者
Chen, Qian [1 ,3 ,4 ]
Chen, Futao [2 ,3 ,4 ]
Zhu, Yajing [1 ,3 ,4 ]
Long, Cong [2 ,3 ,4 ]
Lu, Jiaming [2 ,3 ,4 ]
Zhang, Xin [2 ,3 ,4 ]
Nedelska, Zuzana [5 ]
Hort, Jakub [5 ]
Chen, Jun [6 ]
Ma, Guolin [7 ]
Zhang, Bing [1 ,2 ,3 ,4 ,8 ,9 ]
机构
[1] Nanjing Med Univ, Drum Tower Hosp, Dept Radiol, Clin Coll, Nanjing, Peoples R China
[2] Nanjing Univ, Dept Radiol, Drum Tower Hosp, Med Sch, Nanjing, Peoples R China
[3] Nanjing Univ, Inst Med Imaging & Artificial Intelligence, Nanjing, Peoples R China
[4] Nanjing Univ, Drum Tower Hosp, Med Imaging Ctr, Med Sch, Nanjing, Peoples R China
[5] Charles Univ Prague, Univ Hosp Motol, Fac Med 2, Dept Neurol,Memory Clin, Prague, Czech Republic
[6] Mayo Clin, Dept Radiol, Rochester, MN USA
[7] China Japan Friendship Hosp, Dept Radiol, Beijing, Peoples R China
[8] Jiangsu Key Lab Mol Med, Nanjing, Peoples R China
[9] Nanjing Univ, Inst Brain Sci, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
Subjective cognitive decline; Brain dynamics; Hidden Markov model; Spatial navigation; FUNCTIONAL CONNECTIVITY; ALZHEIMERS-DISEASE; NAVIGATION; IMPAIRMENT; RISK; STATES;
D O I
10.1016/j.neurobiolaging.2023.03.006
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
Brain dynamics and the associations with spatial navigation in individuals with subjective cognitive decline (SCD) remain unknown. In this study, a hidden Markov model (HMM) was inferred from resting-state functional magnetic resonance imaging data in a cohort of 80 SCD and 77 normal control (NC) participants. By HMM, 12 states with distinct brain activity were identified. The SCD group showed increased fractional occupancy in the states with less activated ventral default mode, posterior salience, and visuospatial networks, while decreased fractional occupancy in the state with general network activation. The SCD group also showed decreased probabilities of transition into and out of the state with general network activation, suggesting an inability to dynamically upregulate and downregulate brain network activity. Significant correlations between brain dynamics and spatial navigation were observed. The combined features of spatial navigation and brain dynamics showed an area under the curve of 0.854 in distinguishing between SCD and NC. The findings may provide exploratory evidence of the reconfiguration of brain network dynamics underlying spatial deficits in SCD. (c) 2023 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:82 / 93
页数:12
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