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Connectivity of EEG synchronization networks increases for Parkinson’s disease patients with freezing of gait
Freezing of gait (FoG), a paroxysmal gait disturbance commonly experienced by patients with Parkinson’s disease (PD), is characterized by sudden episodes of inability to generate effective forward stepping. Recent studies have shown an increase in beta frequency of local-field potentials in the basa...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8405655/ https://www.ncbi.nlm.nih.gov/pubmed/34462540 http://dx.doi.org/10.1038/s42003-021-02544-w |
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author | Asher, Eitan E. Plotnik, Meir Günther, Moritz Moshel, Shay Levy, Orr Havlin, Shlomo Kantelhardt, Jan W. Bartsch, Ronny P. |
author_facet | Asher, Eitan E. Plotnik, Meir Günther, Moritz Moshel, Shay Levy, Orr Havlin, Shlomo Kantelhardt, Jan W. Bartsch, Ronny P. |
author_sort | Asher, Eitan E. |
collection | PubMed |
description | Freezing of gait (FoG), a paroxysmal gait disturbance commonly experienced by patients with Parkinson’s disease (PD), is characterized by sudden episodes of inability to generate effective forward stepping. Recent studies have shown an increase in beta frequency of local-field potentials in the basal-ganglia during FoG, however, comprehensive research on the synchronization between different brain locations and frequency bands in PD patients is scarce. Here, by developing tools based on network science and non-linear dynamics, we analyze synchronization networks of electroencephalography (EEG) brain waves of three PD patient groups with different FoG severity. We find higher EEG amplitude synchronization (stronger network links) between different brain locations as PD and FoG severity increase. These results are consistent across frequency bands (theta, alpha, beta, gamma) and independent of the specific motor task (walking, still standing, hand tapping) suggesting that an increase in severity of PD and FoG is associated with stronger EEG networks over a broad range of brain frequencies. This observation of a direct relationship of PD/FoG severity with overall EEG synchronization together with our proposed EEG synchronization network approach may be used for evaluating FoG propensity and help to gain further insight into PD and the pathophysiology leading to FoG. |
format | Online Article Text |
id | pubmed-8405655 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-84056552021-09-22 Connectivity of EEG synchronization networks increases for Parkinson’s disease patients with freezing of gait Asher, Eitan E. Plotnik, Meir Günther, Moritz Moshel, Shay Levy, Orr Havlin, Shlomo Kantelhardt, Jan W. Bartsch, Ronny P. Commun Biol Article Freezing of gait (FoG), a paroxysmal gait disturbance commonly experienced by patients with Parkinson’s disease (PD), is characterized by sudden episodes of inability to generate effective forward stepping. Recent studies have shown an increase in beta frequency of local-field potentials in the basal-ganglia during FoG, however, comprehensive research on the synchronization between different brain locations and frequency bands in PD patients is scarce. Here, by developing tools based on network science and non-linear dynamics, we analyze synchronization networks of electroencephalography (EEG) brain waves of three PD patient groups with different FoG severity. We find higher EEG amplitude synchronization (stronger network links) between different brain locations as PD and FoG severity increase. These results are consistent across frequency bands (theta, alpha, beta, gamma) and independent of the specific motor task (walking, still standing, hand tapping) suggesting that an increase in severity of PD and FoG is associated with stronger EEG networks over a broad range of brain frequencies. This observation of a direct relationship of PD/FoG severity with overall EEG synchronization together with our proposed EEG synchronization network approach may be used for evaluating FoG propensity and help to gain further insight into PD and the pathophysiology leading to FoG. Nature Publishing Group UK 2021-08-30 /pmc/articles/PMC8405655/ /pubmed/34462540 http://dx.doi.org/10.1038/s42003-021-02544-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Asher, Eitan E. Plotnik, Meir Günther, Moritz Moshel, Shay Levy, Orr Havlin, Shlomo Kantelhardt, Jan W. Bartsch, Ronny P. Connectivity of EEG synchronization networks increases for Parkinson’s disease patients with freezing of gait |
title | Connectivity of EEG synchronization networks increases for Parkinson’s disease patients with freezing of gait |
title_full | Connectivity of EEG synchronization networks increases for Parkinson’s disease patients with freezing of gait |
title_fullStr | Connectivity of EEG synchronization networks increases for Parkinson’s disease patients with freezing of gait |
title_full_unstemmed | Connectivity of EEG synchronization networks increases for Parkinson’s disease patients with freezing of gait |
title_short | Connectivity of EEG synchronization networks increases for Parkinson’s disease patients with freezing of gait |
title_sort | connectivity of eeg synchronization networks increases for parkinson’s disease patients with freezing of gait |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8405655/ https://www.ncbi.nlm.nih.gov/pubmed/34462540 http://dx.doi.org/10.1038/s42003-021-02544-w |
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