Structural Brain Network Abnormalities in Parkinson's Disease With Freezing of Gait

被引:5
|
作者
Jin, Chaoyang [1 ]
Yang, Lei [1 ]
Qi, Shouliang [1 ,2 ]
Teng, Yueyang [1 ]
Li, Chen [1 ]
Yao, Yudong [3 ]
Ruan, Xiuhang [4 ]
Wei, Xinhua [4 ]
机构
[1] Northeastern Univ, Coll Med & Biol Informat Engn, Shenyang, Peoples R China
[2] Northeastern Univ, Key Lab Intelligent Comp Med Image, Minist Educ, Shenyang, Peoples R China
[3] Stevens Inst Technol, Dept Elect & Comp Engn, Hoboken, NJ USA
[4] South China Univ Technol, Guangzhou Peoples Hosp 1, Sch Med, Dept Radiol, Guangzhou, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Parkinson's disease; freezing of gait; diffusion tensor imaging; graph theory analysis; network-based statistic; FUNCTIONAL NETWORK; PREFRONTAL CORTEX; BASAL GANGLIA; CONNECTIVITY; SUPPLEMENTARY; STIMULATION; HUBS;
D O I
10.3389/fnagi.2022.944925
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
ObjectiveDiffusion tensor imaging (DTI) studies have investigated white matter (WM) integrity abnormalities in Parkinson's disease (PD). However, little is known about the topological changes in the brain network. This study aims to reveal these changes by comparing PD without freezing of gait (FOG) (PD FOG-), PD with FOG (PD FOG+), and healthy control (HC). Methods21 PD FOG+, 34 PD FOG-, and 23 HC were recruited, and DTI images were acquired. The graph theoretical analysis and network-based statistical method were used to calculate the topological parameters and assess connections. ResultsPD FOG+ showed a decreased normalized clustering coefficient, small-worldness, clustering coefficient, and increased local network efficiency compared with HCs. PD FOG+ showed decreased centrality, degree centrality, and nodal efficiency in the striatum, frontal gyrus, and supplementary motor area (SMA). PD FOG+ showed decreased connections in the frontal gyrus, cingulate gyrus, and caudate nucleus (CAU). The between centrality of the left SMA and left CAU was negatively correlated with FOG questionnaire scores. ConclusionThis study demonstrates that PD FOG+ exhibits disruption of global and local topological organization in structural brain networks, and the disrupted topological organization can be potential biomarkers in PD FOG+. These new findings may provide increasing insight into the pathophysiological mechanism of PD FOG+.
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页数:13
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