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Effective Connectivity in Spinal Cord Injury-Induced Neuropathic Pain
Aim: The aim of this study was to differentiate the effects of spinal cord injury (SCI) and central neuropathic pain (CNP) on effective connectivity during motor imagery of legs, where CNP is typically experienced. Methods: Multichannel EEG was recorded during motor imagery of the legs in 3 groups o...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460641/ https://www.ncbi.nlm.nih.gov/pubmed/36080805 http://dx.doi.org/10.3390/s22176337 |
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author | Kumari, Radha Jarjees, Mohammed Susnoschi-Luca, Ioana Purcell, Mariel Vučković, Aleksandra |
author_facet | Kumari, Radha Jarjees, Mohammed Susnoschi-Luca, Ioana Purcell, Mariel Vučković, Aleksandra |
author_sort | Kumari, Radha |
collection | PubMed |
description | Aim: The aim of this study was to differentiate the effects of spinal cord injury (SCI) and central neuropathic pain (CNP) on effective connectivity during motor imagery of legs, where CNP is typically experienced. Methods: Multichannel EEG was recorded during motor imagery of the legs in 3 groups of people: able-bodied (N = 10), SCI with existing CNP (N = 10), and SCI with no CNP (N = 20). The last group was followed up for 6 months to check for the onset of CNP. Source reconstruction was performed to obtain cortical activity in 17 areas spanning sensorimotor regions and pain matrix. Effective connectivity was calculated using the directed transfer function in 4 frequency bands and compared between groups. Results: A total of 50% of the SCI group with no CNP developed CNP later. Statistically significant differences in effective connectivity were found between all groups. The differences between groups were not dependent on the frequency band. Outflows from the supplementary motor area were greater for the able-bodied group while the outflows from the secondary somatosensory cortex were greater for the SCI groups. The group with existing CNP showed the least differences from the able-bodied group, appearing to reverse the effects of SCI. The connectivities involving the pain matrix were different between able-bodied and SCI groups irrespective of CNP status, indicating their involvement in motor networks generally. Significance: The study findings might help guide therapeutic interventions targeted at the brain for CNP alleviation as well as motor recovery post SCI. |
format | Online Article Text |
id | pubmed-9460641 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94606412022-09-10 Effective Connectivity in Spinal Cord Injury-Induced Neuropathic Pain Kumari, Radha Jarjees, Mohammed Susnoschi-Luca, Ioana Purcell, Mariel Vučković, Aleksandra Sensors (Basel) Article Aim: The aim of this study was to differentiate the effects of spinal cord injury (SCI) and central neuropathic pain (CNP) on effective connectivity during motor imagery of legs, where CNP is typically experienced. Methods: Multichannel EEG was recorded during motor imagery of the legs in 3 groups of people: able-bodied (N = 10), SCI with existing CNP (N = 10), and SCI with no CNP (N = 20). The last group was followed up for 6 months to check for the onset of CNP. Source reconstruction was performed to obtain cortical activity in 17 areas spanning sensorimotor regions and pain matrix. Effective connectivity was calculated using the directed transfer function in 4 frequency bands and compared between groups. Results: A total of 50% of the SCI group with no CNP developed CNP later. Statistically significant differences in effective connectivity were found between all groups. The differences between groups were not dependent on the frequency band. Outflows from the supplementary motor area were greater for the able-bodied group while the outflows from the secondary somatosensory cortex were greater for the SCI groups. The group with existing CNP showed the least differences from the able-bodied group, appearing to reverse the effects of SCI. The connectivities involving the pain matrix were different between able-bodied and SCI groups irrespective of CNP status, indicating their involvement in motor networks generally. Significance: The study findings might help guide therapeutic interventions targeted at the brain for CNP alleviation as well as motor recovery post SCI. MDPI 2022-08-23 /pmc/articles/PMC9460641/ /pubmed/36080805 http://dx.doi.org/10.3390/s22176337 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kumari, Radha Jarjees, Mohammed Susnoschi-Luca, Ioana Purcell, Mariel Vučković, Aleksandra Effective Connectivity in Spinal Cord Injury-Induced Neuropathic Pain |
title | Effective Connectivity in Spinal Cord Injury-Induced Neuropathic Pain |
title_full | Effective Connectivity in Spinal Cord Injury-Induced Neuropathic Pain |
title_fullStr | Effective Connectivity in Spinal Cord Injury-Induced Neuropathic Pain |
title_full_unstemmed | Effective Connectivity in Spinal Cord Injury-Induced Neuropathic Pain |
title_short | Effective Connectivity in Spinal Cord Injury-Induced Neuropathic Pain |
title_sort | effective connectivity in spinal cord injury-induced neuropathic pain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460641/ https://www.ncbi.nlm.nih.gov/pubmed/36080805 http://dx.doi.org/10.3390/s22176337 |
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