Frequency-specific Alterations of Large-scale Functional Brain Networks in Patients with Alzheimer's Disease

被引:3
|
作者
Qin, Yuan-Yuan [1 ]
Li, Ya-Peng [2 ]
Zhang, Shun [1 ]
Xiong, Ying [1 ]
Guo, Lin-Ying [1 ]
Yang, Shi-Qi [1 ]
Yao, Yi-Hao [1 ]
Li, Wei [2 ]
Zhu, Wen-Zhen [1 ]
机构
[1] Huazhong Univ Sci & Technol, Tongji Med Coll, Tongji Hosp, Dept Radiol, Wuhan 430030, Hubei, Peoples R China
[2] Huazhong Univ Sci & Technol, Educ Minist China, Image Proc & Intelligent Control Key Lab, Dept Control Sci & Engn, Wuhan 430030, Hunan, Peoples R China
关键词
Alzheimer's Disease; Frequency; Network; GRAPH-THEORETICAL ANALYSIS; SMALL-WORLD; CONNECTIVITY; INSIGHTS;
D O I
10.4103/0366-6999.151654
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Previous studies have indicated that the cognitive deficits in patients with Alzheimer's disease (AD) may be due to topological deteriorations of the brain network. However, whether the selection of a specific frequency band could impact the topological properties is still not clear. Our hypothesis is that the topological properties of AD patients are also frequency-specific. Methods: Resting state functional magnetic resonance imaging data from 10 right-handed moderate AD patients (mean age: 64.3 years; mean mini mental state examination [MMSE]: 18.0) and 10 age and gender-matched healthy controls (mean age: 63.6 years; mean MMSE: 28.2) were enrolled in this study. The global efficiency, the clustering coefficient (CC), the characteristic path length (CpL), and "small-world" property were calculated in a wide range of thresholds and averaged within each group, at three different frequency bands (0.01-0.06 Hz, 0.06-0.11 Hz, and 0.11-0.25 Hz). Results: At lower-frequency bands (0.01-0.06 Hz, 0.06-0.11 Hz), the global efficiency, the CC and the "small-world" properties of AD patients decreased compared to controls. While at higher-frequency bands (0.11-0.25 Hz), the CpL was much longer, and the "small-world" property was disrupted in AD, particularly at a higher threshold. The topological properties changed with different frequency bands, suggesting the existence of disrupted global and local functional organization associated with AD. Conclusions: This study demonstrates that the topological alterations of large-scale functional brain networks in AD patients are frequency dependent, thus providing fundamental support for optimal frequency selection in future related research.
引用
收藏
页码:602 / 609
页数:8
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