Abnormal brain networks in Meiges syndrome based on centrality analysis and functional network connectivity: a cross-sectional analysis.

IF 2.4 3区 医学 Q2 NEUROIMAGING
Yifei Wang, Aocai Yang, Zeyu Song, Yu Chen, Guolin Ma, Xiaoying Tang
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引用次数: 0

Abstract

Background: Meige's syndrome (MS) is a neurologically disabling disorder characterized by visual impairment, mastication, and swallowing difficulties. Emerging evidence suggests that MS may stem from disturbances in brain networks. However, current literature inadequately probes the centrality and functional connectivity within these networks.

Purpose: This study aims to compare the brain networks of MS patients with those of healthy controls (HC). We focus on examining changes in intrinsic connectivity, the significance of nodes within the global brain network, and functional network connectivity (FNC). Additionally, we seek to identify potential correlations between neuroimaging findings and clinical scales.

Method: In this cross-sectional study, we employed centrality analysis and mediation analysis of brain networks using resting-state fMRI data. Voxel-level degree centrality (DC) and eigenvector centrality (EC) served as key features. Independent component analysis was utilized to assess functional connectivity at the network level.

Results: Analyses of EC and DC identified abnormal areas in MS patients predominantly in the right thalamus, left middle occipital gyrus, and Cerebellum Inferior. Mediation analysis indicated that disease severity and course of disease are fully mediated by DC values in the right cerebellum. FNC results highlighted abnormal connections in cerebellar-subcortical, memory retrieval-cingulo-opercular task control, and ventral attention-sensory/somatomotor hand networks in MS patients.

Conclusions: Our findings reveal multiple abnormalities in centrality and functional connectivity of brain networks in MS patients. Notably, disease severity correlates with alterations in these, potentially influencing disease progression.

基于中心性分析和功能网络连通性的Meiges综合征异常脑网络:横断面分析。
背景:Meige综合征(MS)是一种以视觉障碍、咀嚼和吞咽困难为特征的神经功能障碍。新出现的证据表明,多发性硬化症可能源于大脑网络的紊乱。然而,目前的文献没有充分探讨这些网络中的中心性和功能连通性。目的:本研究旨在比较MS患者与健康对照(HC)的脑网络。我们重点研究内在连接的变化,全球大脑网络中节点的重要性,以及功能网络连接(FNC)。此外,我们试图确定神经影像学结果与临床量表之间的潜在相关性。方法:在横断面研究中,我们使用静息状态fMRI数据对大脑网络进行中心性分析和中介分析。体素级度中心性(DC)和特征向量中心性(EC)作为关键特征。使用独立组件分析来评估网络级别的功能连通性。结果:EC和DC分析发现MS患者的异常区域主要集中在右侧丘脑、左侧枕中回和下小脑。中介分析表明,疾病的严重程度和病程完全由右小脑DC值介导。FNC结果突出了MS患者小脑-皮质下、记忆提取-扣谷-眼任务控制和腹侧注意-感觉/躯体运动手网络的异常连接。结论:我们的研究结果揭示了多发性硬化症患者脑网络的中心性和功能连通性的多重异常。值得注意的是,疾病严重程度与这些变化相关,可能影响疾病进展。
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来源期刊
Brain Imaging and Behavior
Brain Imaging and Behavior 医学-神经成像
CiteScore
7.20
自引率
0.00%
发文量
154
审稿时长
3 months
期刊介绍: Brain Imaging and Behavior is a bi-monthly, peer-reviewed journal, that publishes clinically relevant research using neuroimaging approaches to enhance our understanding of disorders of higher brain function. The journal is targeted at clinicians and researchers in fields concerned with human brain-behavior relationships, such as neuropsychology, psychiatry, neurology, neurosurgery, rehabilitation, and cognitive neuroscience.
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