Disrupted morphological brain network organization in subjective cognitive decline and mild cognitive impairment

被引:1
|
作者
Chen, Yuxin [1 ,2 ]
Liang, Lingyan [2 ]
Wei, Yichen [2 ]
Liu, Ying [2 ]
Li, Xiaocheng [2 ]
Zhang, Zhiguo [3 ,4 ]
Li, Linling [5 ,6 ]
Deng, Demao [1 ,2 ]
机构
[1] Guangxi Univ, Med Coll Guangxi Univ, Nanning, Guangxi, Peoples R China
[2] Guangxi Acad Med Sci, Peoples Hosp Guangxi Zhuang Autonomous Reg, Dept Radiol, Nanning, Guangxi, Peoples R China
[3] Harbin Inst Technol, Sch Comp Sci & Technol, Shenzhen, Guangdong, Peoples R China
[4] Peng Cheng Lab, Shenzhen, Guangdong, Peoples R China
[5] Shenzhen Univ, Shenzhen Univ Med Sch, Sch Biomed Engn, Shenzhen, Guangdong, Peoples R China
[6] Guangdong Prov Key Lab Biomed Measurements & Ultra, Shenzhen, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Subjective cognitive decline; Mild cognitive impairment; Morphological brain networks; Topological properties; ALZHEIMERS-DISEASE; SMALL-WORLD; ATTENTION; DORSAL;
D O I
10.1007/s11682-023-00839-6
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
We aim to investigate the alterations in gray matter for subjective cognitive decline (SCD) and mild cognitive impairment (MCI) from the perspective of the human connectome. High-resolution T1-weighted images were acquired from 54 patients with SCD, 95 patients with MCI, and 65 healthy controls (HC). Morphological brain networks (MBN) were constructed using similarities in the distribution of gray matter volumes between regions. The strength of morphological connections and topographic metrics derived from the graph-theoretical analysis were compared. Furthermore, we assessed the relationship between the observed morphological abnormalities and disease severity. According to the results, we found a significantly decreased morphological connection between the somatomotor network and ventral attention network in SCD compared to HC and MCI compared to SCD. The graph-theoretic analysis illustrated disruptions in the whole network organization, where the normalized shortest path increased and the global efficiency (Eg) decreased in MCI compared to SCD. In addition, Montreal Cognitive Assessment scores of SCD patients had a significantly negative correlation with Eg. The primary limitations of the present study include the cross-sectional design, no enrolled AD patients, no assessment of amyloidosis, and the need for more comprehensive neuropsychological tests. Our findings indicate the abnormalities of morphological networks at early stages in the AD continuum, which could be interpreted as compensatory changes to retain a normal level of cognitive function. The present study could provide new insight into the mechanism of AD.
引用
收藏
页码:387 / 395
页数:9
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