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Functional Connectivity Analysis on Resting-State Electroencephalography Signals Following Chiropractic Spinal Manipulation in Stroke Patients

Stroke impairments often present as cognitive and motor deficits, leading to a decline in quality of life. Recovery strategy and mechanisms, such as neuroplasticity, are important factors, as these can help improve the effectiveness of rehabilitation. The present study investigated chiropractic spin...

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Autores principales: Steven Waterstone, Toby, Niazi, Imran Khan, Navid, Muhammad Samran, Amjad, Imran, Shafique, Muhammad, Holt, Kelly, Haavik, Heidi, Samani, Afshin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7564276/
https://www.ncbi.nlm.nih.gov/pubmed/32957711
http://dx.doi.org/10.3390/brainsci10090644
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author Steven Waterstone, Toby
Niazi, Imran Khan
Navid, Muhammad Samran
Amjad, Imran
Shafique, Muhammad
Holt, Kelly
Haavik, Heidi
Samani, Afshin
author_facet Steven Waterstone, Toby
Niazi, Imran Khan
Navid, Muhammad Samran
Amjad, Imran
Shafique, Muhammad
Holt, Kelly
Haavik, Heidi
Samani, Afshin
author_sort Steven Waterstone, Toby
collection PubMed
description Stroke impairments often present as cognitive and motor deficits, leading to a decline in quality of life. Recovery strategy and mechanisms, such as neuroplasticity, are important factors, as these can help improve the effectiveness of rehabilitation. The present study investigated chiropractic spinal manipulation (SM) and its effects on resting-state functional connectivity in 24 subacute to chronic stroke patients monitored by electroencephalography (EEG). Functional connectivity of both linear and non-linear coupling was estimated by coherence and phase lag index (PLI), respectively. Non-parametric cluster-based permutation tests were used to assess the statistical significance of the changes in functional connectivity following SM. Results showed a significant increase in functional connectivity from the PLI metric in the alpha band within the default mode network (DMN). The functional connectivity between the posterior cingulate cortex and parahippocampal regions increased following SM, t (23) = 10.45, p = 0.005. No significant changes occurred following the sham control procedure. These findings suggest that SM may alter functional connectivity in the brain of stroke patients and highlights the potential of EEG for monitoring neuroplastic changes following SM. Furthermore, the altered connectivity was observed between areas which may be affected by factors such as decreased pain perception, episodic memory, navigation, and space representation in the brain. However, these factors were not directly monitored in this study. Therefore, further research is needed to elucidate the underlying mechanisms and clinical significance of the observed changes.
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spelling pubmed-75642762020-10-26 Functional Connectivity Analysis on Resting-State Electroencephalography Signals Following Chiropractic Spinal Manipulation in Stroke Patients Steven Waterstone, Toby Niazi, Imran Khan Navid, Muhammad Samran Amjad, Imran Shafique, Muhammad Holt, Kelly Haavik, Heidi Samani, Afshin Brain Sci Article Stroke impairments often present as cognitive and motor deficits, leading to a decline in quality of life. Recovery strategy and mechanisms, such as neuroplasticity, are important factors, as these can help improve the effectiveness of rehabilitation. The present study investigated chiropractic spinal manipulation (SM) and its effects on resting-state functional connectivity in 24 subacute to chronic stroke patients monitored by electroencephalography (EEG). Functional connectivity of both linear and non-linear coupling was estimated by coherence and phase lag index (PLI), respectively. Non-parametric cluster-based permutation tests were used to assess the statistical significance of the changes in functional connectivity following SM. Results showed a significant increase in functional connectivity from the PLI metric in the alpha band within the default mode network (DMN). The functional connectivity between the posterior cingulate cortex and parahippocampal regions increased following SM, t (23) = 10.45, p = 0.005. No significant changes occurred following the sham control procedure. These findings suggest that SM may alter functional connectivity in the brain of stroke patients and highlights the potential of EEG for monitoring neuroplastic changes following SM. Furthermore, the altered connectivity was observed between areas which may be affected by factors such as decreased pain perception, episodic memory, navigation, and space representation in the brain. However, these factors were not directly monitored in this study. Therefore, further research is needed to elucidate the underlying mechanisms and clinical significance of the observed changes. MDPI 2020-09-17 /pmc/articles/PMC7564276/ /pubmed/32957711 http://dx.doi.org/10.3390/brainsci10090644 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Steven Waterstone, Toby
Niazi, Imran Khan
Navid, Muhammad Samran
Amjad, Imran
Shafique, Muhammad
Holt, Kelly
Haavik, Heidi
Samani, Afshin
Functional Connectivity Analysis on Resting-State Electroencephalography Signals Following Chiropractic Spinal Manipulation in Stroke Patients
title Functional Connectivity Analysis on Resting-State Electroencephalography Signals Following Chiropractic Spinal Manipulation in Stroke Patients
title_full Functional Connectivity Analysis on Resting-State Electroencephalography Signals Following Chiropractic Spinal Manipulation in Stroke Patients
title_fullStr Functional Connectivity Analysis on Resting-State Electroencephalography Signals Following Chiropractic Spinal Manipulation in Stroke Patients
title_full_unstemmed Functional Connectivity Analysis on Resting-State Electroencephalography Signals Following Chiropractic Spinal Manipulation in Stroke Patients
title_short Functional Connectivity Analysis on Resting-State Electroencephalography Signals Following Chiropractic Spinal Manipulation in Stroke Patients
title_sort functional connectivity analysis on resting-state electroencephalography signals following chiropractic spinal manipulation in stroke patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7564276/
https://www.ncbi.nlm.nih.gov/pubmed/32957711
http://dx.doi.org/10.3390/brainsci10090644
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