Disrupted Patterns of Rich-Club and Diverse-Club Organizations in Subjective Cognitive Decline and Amnestic Mild Cognitive Impairment

被引:30
|
作者
Xue, Chen [1 ]
Sun, Haiting [2 ]
Hu, Guanjie [3 ]
Qi, Wenzhang [1 ]
Yue, Yingying [4 ]
Rao, Jiang [5 ]
Yang, Wenjie [5 ]
Xiao, Chaoyong [1 ,3 ]
Chen, Jiu [3 ,6 ]
机构
[1] Nanjing Med Univ, Dept Radiol, Affiliated Brain Hosp, Nanjing, Peoples R China
[2] Air Force Med Univ, Dept Pediat, Xijing Hosp, Mil Med Univ 4, Xian, Peoples R China
[3] Nanjing Med Univ, Inst Brain Funct Imaging, Nanjing, Peoples R China
[4] Southeast Univ, ZhongDa Hosp, Sch Med, Dept Psychosomat & Psychiat, Nanjing, Peoples R China
[5] Nanjing Med Univ, Dept Rehabil, Affiliated Brain Hosp, Nanjing, Peoples R China
[6] Nanjing Med Univ, Inst Neuropsychiat, Affiliated Brain Hosp, Clin Coll 4, Nanjing, Peoples R China
基金
美国国家卫生研究院; 加拿大健康研究院; 中国国家自然科学基金;
关键词
amnestic mild cognitive impairment; subjective cognitive decline; rich club; diverse club; graph theory; ALZHEIMERS ASSOCIATION WORKGROUPS; DIAGNOSTIC GUIDELINES; NATIONAL INSTITUTE; MEMORY IMPAIRMENT; HUMAN CONNECTOME; DISEASE; CONNECTIVITY; EFFICIENCY; RECOMMENDATIONS; LOBE;
D O I
10.3389/fnins.2020.575652
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background Subjective cognitive decline (SCD) and amnestic mild cognitive impairment (aMCI) were considered to be a continuum of Alzheimer's disease (AD) spectrum. The abnormal topological architecture and rich-club organization in the brain functional network can reveal the pathology of the AD spectrum. However, few studies have explored the disrupted patterns of diverse club organizations and the combination of rich- and diverse-club organizations in SCD and aMCI. Methods We collected resting-state functional magnetic resonance imaging data of 19 SCDs, 29 aMCIs, and 28 healthy controls (HCs) from the Alzheimer's Disease Neuroimaging Initiative. Graph theory analysis was used to analyze the network metrics and rich- and diverse-club organizations simultaneously. Results Compared with HC, the aMCI group showed altered small-world and network efficiency, whereas the SCD group remained relatively stable. The aMCI group showed reduced rich-club connectivity compared with the HC. In addition, the aMCI group showed significantly increased feeder connectivity and decreased local connectivity of the diverse club compared with the SCD group. The overlapping nodes of the rich club and diverse club showed a significant difference in nodal efficiency and shortest path length (L-p) between groups. Notably, the L-p values of overlapping nodes in the SCD and aMCI groups were significantly associated with episodic memory. Conclusion The present study demonstrates that the network properties of SCD and aMCI have varying degrees of damage. The combination of the rich club and the diverse club can provide a novel insight into the pathological mechanism of the AD spectrum. The altered patterns in overlapping nodes might be potential biomarkers in the diagnosis of the AD spectrum.
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页数:14
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