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抽动秽语综合征患儿脑功能网络的异常动力学

Abnormal dynamics of brain functional networks in children with Tourette syndrome.

作者信息

Xin Xiaoyang, Feng Yixuan, Lou Yuting, Feng Jianhua, Gao Xiaoqing

机构信息

Center for Psychological Sciences, Zhejiang University, Hangzhou 310027, China.

Eye Center of the Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310009, China; Zhejiang Provincial Key Lab of Ophthalmology, Hangzhou 310009, China.

出版信息

J Psychiatr Res. 2023 Mar;159:249-257. doi: 10.1016/j.jpsychires.2023.01.046. Epub 2023 Jan 28.

Abstract

Tourette syndrome (TS) is a childhood-onset neurodevelopmental disorder characterized by the presence of multiple motor and vocal tics. Research using resting-state functional magnetic resonance imaging (rfMRI) have found aberrant static functional connectivity (FC) and its topological properties in the brain networks of TS. Our study is the first to investigate the dynamic functional connectivity (dFC) in the whole brain network of TS patients, focusing on the temporal properties of dFC states and the temporal variability of topological organization. The rfMRI data of 36 male children with TS and 27 matched healthy controls were collected and further analyzed by group spatial independent component analysis, sliding windows approach based dFC analysis, k-means clustering analysis, and graph theory analysis. The clustering analysis identified three dFC states. Of these states, state 2, characterized by increased inter-network connections in subcortical network (SCN), sensorimotor network (SMN), and default mode network (DMN), and decreased inter-network connections between salience network (SAN) and executive control network (ECN), was found to have higher fractional window and dwell time in TS, which was also positively correlated with tic severity. TS patients also exhibited higher temporal variability of whole-brain-network global efficiency and local efficiency, and higher temporal variability of nodal efficiency and local efficiency in SCN, DMN, ECN, SAN, and SMN. Additionally, temporal variability of the efficiency and local efficiency in insula was positively correlated with tic severity. Our findings revealed abnormal temporal property of dFC states and temporal variability of topological organization in TS, providing new insights into clinical diagnoses and neuropathology of TS.

摘要

抽动秽语综合征(TS)是一种起病于儿童期的神经发育障碍,其特征为存在多种运动性和发声性抽动。使用静息态功能磁共振成像(rfMRI)的研究发现,TS患者大脑网络中存在异常的静态功能连接(FC)及其拓扑特性。我们的研究首次调查了TS患者全脑网络中的动态功能连接(dFC),重点关注dFC状态的时间特性和拓扑组织的时间变异性。收集了36名患TS的男性儿童和27名匹配的健康对照的rfMRI数据,并通过组空间独立成分分析、基于滑动窗口方法的dFC分析、k均值聚类分析和图论分析进行进一步分析。聚类分析确定了三种dFC状态。在这些状态中,状态2的特征是皮层下网络(SCN)、感觉运动网络(SMN)和默认模式网络(DMN)中的网络间连接增加,而突显网络(SAN)和执行控制网络(ECN)之间的网络间连接减少,发现该状态在TS患者中具有更高的分数窗口和驻留时间,且与抽动严重程度呈正相关。TS患者还表现出全脑网络全局效率和局部效率的更高时间变异性,以及SCN、DMN、ECN、SAN和SMN中节点效率和局部效率的更高时间变异性。此外,岛叶效率和局部效率的时间变异性与抽动严重程度呈正相关。我们的研究结果揭示了TS中dFC状态的异常时间特性和拓扑组织的时间变异性,为TS的临床诊断和神经病理学提供了新的见解。

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