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Topological reorganization of functional hubs in patients with Parkinson’s disease with freezing of gait

BACKGROUND AND PURPOSE: Resting-state functional MRI (rs-fMRI) studies in Parkinson’s disease (PD) patients with freezing of gait (FOG) have implicated dysfunctional connectivity over multiple resting-state networks (RSNs). While these findings provided network-specific insights and information rela...

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Autores principales: Sreenivasan, Karthik, Bayram, Ece, Zhuang, Xiaowei, Longhurst, Jason, Yang, Zhengshi, Cordes, Dietmar, Ritter, Aaron, Caldwell, Jessica, Cummings, Jeffrey L., Mari, Zoltan, Litvan, Irene, Bluett, Brent, Mishra, Virendra R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10523899/
https://www.ncbi.nlm.nih.gov/pubmed/37080778
http://dx.doi.org/10.1111/jon.13107
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author Sreenivasan, Karthik
Bayram, Ece
Zhuang, Xiaowei
Longhurst, Jason
Yang, Zhengshi
Cordes, Dietmar
Ritter, Aaron
Caldwell, Jessica
Cummings, Jeffrey L.
Mari, Zoltan
Litvan, Irene
Bluett, Brent
Mishra, Virendra R.
author_facet Sreenivasan, Karthik
Bayram, Ece
Zhuang, Xiaowei
Longhurst, Jason
Yang, Zhengshi
Cordes, Dietmar
Ritter, Aaron
Caldwell, Jessica
Cummings, Jeffrey L.
Mari, Zoltan
Litvan, Irene
Bluett, Brent
Mishra, Virendra R.
author_sort Sreenivasan, Karthik
collection PubMed
description BACKGROUND AND PURPOSE: Resting-state functional MRI (rs-fMRI) studies in Parkinson’s disease (PD) patients with freezing of gait (FOG) have implicated dysfunctional connectivity over multiple resting-state networks (RSNs). While these findings provided network-specific insights and information related to the aberrant or altered regional functional connectivity (FC), whether these alterations have any effect on topological reorganization in PD-FOG patients is incompletely understood. Understanding the higher order functional organization, which could be derived from the “hub” and the “rich-club” organization of the functional networks, could be crucial to identifying the distinct and unique pattern of the network connectivity associated with PD-FOG. METHODS: In this study, we use rs-fMRI data and graph theoretical approaches to explore the reorganization of RSN topology in PD-FOG when compared to those without FOG. We also compared the higher order functional organization derived using the hub and rich-club measures in the FC networks of these PD-FOG patients to understand whether there is a topological reorganization of these hubs in PD-FOG. RESULTS: We found that the PD-FOG patients showed a noticeable reorganization of hub regions. Regions that are part of the prefrontal cortex, primary somatosensory, motor, and visuomotor coordination areas were some of the regions exhibiting altered hub measures in PD-FOG patients. We also found a significantly altered feeder and local connectivity in PD-FOG. CONCLUSIONS: Overall, our findings demonstrate a widespread topological reorganization and disrupted higher order functional network topology in PD-FOG that may further assist in improving our understanding of functional network disturbances associated with PD-FOG.
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spelling pubmed-105238992023-09-27 Topological reorganization of functional hubs in patients with Parkinson’s disease with freezing of gait Sreenivasan, Karthik Bayram, Ece Zhuang, Xiaowei Longhurst, Jason Yang, Zhengshi Cordes, Dietmar Ritter, Aaron Caldwell, Jessica Cummings, Jeffrey L. Mari, Zoltan Litvan, Irene Bluett, Brent Mishra, Virendra R. J Neuroimaging Article BACKGROUND AND PURPOSE: Resting-state functional MRI (rs-fMRI) studies in Parkinson’s disease (PD) patients with freezing of gait (FOG) have implicated dysfunctional connectivity over multiple resting-state networks (RSNs). While these findings provided network-specific insights and information related to the aberrant or altered regional functional connectivity (FC), whether these alterations have any effect on topological reorganization in PD-FOG patients is incompletely understood. Understanding the higher order functional organization, which could be derived from the “hub” and the “rich-club” organization of the functional networks, could be crucial to identifying the distinct and unique pattern of the network connectivity associated with PD-FOG. METHODS: In this study, we use rs-fMRI data and graph theoretical approaches to explore the reorganization of RSN topology in PD-FOG when compared to those without FOG. We also compared the higher order functional organization derived using the hub and rich-club measures in the FC networks of these PD-FOG patients to understand whether there is a topological reorganization of these hubs in PD-FOG. RESULTS: We found that the PD-FOG patients showed a noticeable reorganization of hub regions. Regions that are part of the prefrontal cortex, primary somatosensory, motor, and visuomotor coordination areas were some of the regions exhibiting altered hub measures in PD-FOG patients. We also found a significantly altered feeder and local connectivity in PD-FOG. CONCLUSIONS: Overall, our findings demonstrate a widespread topological reorganization and disrupted higher order functional network topology in PD-FOG that may further assist in improving our understanding of functional network disturbances associated with PD-FOG. 2023 2023-04-20 /pmc/articles/PMC10523899/ /pubmed/37080778 http://dx.doi.org/10.1111/jon.13107 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
spellingShingle Article
Sreenivasan, Karthik
Bayram, Ece
Zhuang, Xiaowei
Longhurst, Jason
Yang, Zhengshi
Cordes, Dietmar
Ritter, Aaron
Caldwell, Jessica
Cummings, Jeffrey L.
Mari, Zoltan
Litvan, Irene
Bluett, Brent
Mishra, Virendra R.
Topological reorganization of functional hubs in patients with Parkinson’s disease with freezing of gait
title Topological reorganization of functional hubs in patients with Parkinson’s disease with freezing of gait
title_full Topological reorganization of functional hubs in patients with Parkinson’s disease with freezing of gait
title_fullStr Topological reorganization of functional hubs in patients with Parkinson’s disease with freezing of gait
title_full_unstemmed Topological reorganization of functional hubs in patients with Parkinson’s disease with freezing of gait
title_short Topological reorganization of functional hubs in patients with Parkinson’s disease with freezing of gait
title_sort topological reorganization of functional hubs in patients with parkinson’s disease with freezing of gait
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10523899/
https://www.ncbi.nlm.nih.gov/pubmed/37080778
http://dx.doi.org/10.1111/jon.13107
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