ORIGINAL RESEARCH article
Front. Neurosci.
Sec. Neurodegeneration
Volume 19 - 2025 | doi: 10.3389/fnins.2025.1627838
This article is part of the Research TopicAdvancing personalized diagnosis and treatment in Parkinson's Disease: Integrating biomarkers, neuroimaging, and artificial intelligenceView all 17 articles
Brain function network abnormalities in Parkinson's disease patients at different disease stages
Provisionally accepted- 1Henan Provincial People's Hospital, Zhengzhou, China
- 2General Hospital of Pingmei Shenma Medical Group, Pingdingshan, China
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Parkinson's disease (PD) is a neurodegenerative disorder with some progressive impairment and an unclear pathogenesis.To use resting-state functional magnetic resonance imaging (rs-fMRI) and graph analysis approaches to compare changes in brain functional network topology in PD at different disease stages.58 PD patients, with 29 early-stage PD (PD-E) and 29 middle-to-late stage PD (PD-M), and 29 age -and sex-matched healthy control (HC) participants were recruited. All subjects underwent clinical assessments and magnetic resonance imaging (MRI) scanning. We analyzed alterations in the global, regional, and modular topological characteristics of functional brain networks among different disease stages of PD patients and HC participants. Furthermore, we also examined relationships between topological features with significant group effects and clinical characteristics, including Movement Disorder Society's Unified Parkinson's Disease Rating Scale III (MDS-UPDRS III) score and Hoehn and Yahr (H&Y) stage.At the global level, PD-M and PD-E exhibited lower clustering coefficient, and PD-M also exhibited lower local efficiency and normalized characteristic path length relative to HC. At the regional level, PD-M and PD-E showed lower nodal centrality in temporal-occipital regions and higher brain regions related to the default mode network and frontoparietal control network relative to HC. Notably, nodal centrality metrics of the left middle frontal gyrus and the temporal pole of the right middle temporal gyrus were associated with MDS-UPDRS III score and H&Y stage.This study found that the brain functional networks were disrupted at varying degree in patients with PD at different disease stages. These findings contribute to our understanding of the topological changes in the neural networks associated with the severity of PD.
Keywords: Parkinson ' s disease, resting-state functional MRI, brain functional networks, Global topological organization, regional topological organization
Received: 13 May 2025; Accepted: 18 Jul 2025.
Copyright: © 2025 Wei, Wang, Han, Shen, Li, Bai, Liu, Xu, Shi, Li and Wang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Meiyun Wang, Henan Provincial People's Hospital, Zhengzhou, China
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