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Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients

Previous studies have demonstrated a close relationship between early Parkinson’s disease and functional network abnormalities. However, the pattern of brain changes in the early stages of Parkinson’s disease has not been confirmed, which has important implications for the study of clinical indicato...

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Autores principales: Liu, Qing, Shi, ZhongYan, Wang, Kexin, Liu, Tiantian, Funahashi, Shintaro, Wu, Jinglong, Zhang, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9204483/
https://www.ncbi.nlm.nih.gov/pubmed/35720771
http://dx.doi.org/10.3389/fncom.2022.891384
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author Liu, Qing
Shi, ZhongYan
Wang, Kexin
Liu, Tiantian
Funahashi, Shintaro
Wu, Jinglong
Zhang, Jian
author_facet Liu, Qing
Shi, ZhongYan
Wang, Kexin
Liu, Tiantian
Funahashi, Shintaro
Wu, Jinglong
Zhang, Jian
author_sort Liu, Qing
collection PubMed
description Previous studies have demonstrated a close relationship between early Parkinson’s disease and functional network abnormalities. However, the pattern of brain changes in the early stages of Parkinson’s disease has not been confirmed, which has important implications for the study of clinical indicators of Parkinson’s disease. Therefore, we investigated the functional connectivity before and after treatment in patients with early Parkinson’s disease, and further investigated the relationship between some topological properties and clinicopathological indicators. We included resting state-fMRI (rs-fMRI) data from 27 patients with early Parkinson’s disease aged 50–75 years from the Parkinson’s Disease Progression Markers Initiative (PPMI). The results showed that the functional connectivity of 6 networks, cerebellum network (CBN), cingulo_opercular network (CON), default network (DMN), fronto-parietal network (FPN), occipital network (OCC), and sensorimotor network (SMN), was significantly changed. Compared to before treatment, the main functional connections were concentrated in the CBN after treatment. In addition, the coefficients of these nodes have also changed. For betweenness centrality (BC), the FPN showed a significant improvement in treatment (p < 0.001). In conclusion, the alteration of functional networks in early Parkinson’s patients is critical for clarifying the mechanisms of early diagnosis of the disease.
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spelling pubmed-92044832022-06-18 Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients Liu, Qing Shi, ZhongYan Wang, Kexin Liu, Tiantian Funahashi, Shintaro Wu, Jinglong Zhang, Jian Front Comput Neurosci Neuroscience Previous studies have demonstrated a close relationship between early Parkinson’s disease and functional network abnormalities. However, the pattern of brain changes in the early stages of Parkinson’s disease has not been confirmed, which has important implications for the study of clinical indicators of Parkinson’s disease. Therefore, we investigated the functional connectivity before and after treatment in patients with early Parkinson’s disease, and further investigated the relationship between some topological properties and clinicopathological indicators. We included resting state-fMRI (rs-fMRI) data from 27 patients with early Parkinson’s disease aged 50–75 years from the Parkinson’s Disease Progression Markers Initiative (PPMI). The results showed that the functional connectivity of 6 networks, cerebellum network (CBN), cingulo_opercular network (CON), default network (DMN), fronto-parietal network (FPN), occipital network (OCC), and sensorimotor network (SMN), was significantly changed. Compared to before treatment, the main functional connections were concentrated in the CBN after treatment. In addition, the coefficients of these nodes have also changed. For betweenness centrality (BC), the FPN showed a significant improvement in treatment (p < 0.001). In conclusion, the alteration of functional networks in early Parkinson’s patients is critical for clarifying the mechanisms of early diagnosis of the disease. Frontiers Media S.A. 2022-05-26 /pmc/articles/PMC9204483/ /pubmed/35720771 http://dx.doi.org/10.3389/fncom.2022.891384 Text en Copyright © 2022 Liu, Shi, Wang, Liu, Funahashi, Wu and Zhang. https://creativecommons.org/licenses/by/4.0/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) and the copyright owner(s) 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.
spellingShingle Neuroscience
Liu, Qing
Shi, ZhongYan
Wang, Kexin
Liu, Tiantian
Funahashi, Shintaro
Wu, Jinglong
Zhang, Jian
Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients
title Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients
title_full Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients
title_fullStr Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients
title_full_unstemmed Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients
title_short Treatment Enhances Betweenness Centrality of Fronto-Parietal Network in Parkinson’s Patients
title_sort treatment enhances betweenness centrality of fronto-parietal network in parkinson’s patients
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9204483/
https://www.ncbi.nlm.nih.gov/pubmed/35720771
http://dx.doi.org/10.3389/fncom.2022.891384
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