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Functional electrical stimulation therapy controlled by a P300-based brain–computer interface, as a therapeutic alternative for upper limb motor function recovery in chronic post-stroke patients. A non-randomized pilot study
INTRODUCTION: Up to 80% of post-stroke patients present upper-limb motor impairment (ULMI), causing functional limitations in daily activities and loss of independence. UMLI is seldom fully recovered after stroke when using conventional therapeutic approaches. Functional Electrical Stimulation Thera...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470638/ https://www.ncbi.nlm.nih.gov/pubmed/37669261 http://dx.doi.org/10.3389/fneur.2023.1221160 |
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author | Ramirez-Nava, Ana G. Mercado-Gutierrez, Jorge A. Quinzaños-Fresnedo, Jimena Toledo-Peral, Cinthya Vega-Martinez, Gabriel Gutierrez, Mario Ibrahin Pacheco-Gallegos, María del Refugio Hernández-Arenas, Claudia Gutiérrez-Martínez, Josefina |
author_facet | Ramirez-Nava, Ana G. Mercado-Gutierrez, Jorge A. Quinzaños-Fresnedo, Jimena Toledo-Peral, Cinthya Vega-Martinez, Gabriel Gutierrez, Mario Ibrahin Pacheco-Gallegos, María del Refugio Hernández-Arenas, Claudia Gutiérrez-Martínez, Josefina |
author_sort | Ramirez-Nava, Ana G. |
collection | PubMed |
description | INTRODUCTION: Up to 80% of post-stroke patients present upper-limb motor impairment (ULMI), causing functional limitations in daily activities and loss of independence. UMLI is seldom fully recovered after stroke when using conventional therapeutic approaches. Functional Electrical Stimulation Therapy (FEST) controlled by Brain–Computer Interface (BCI) is an alternative that may induce neuroplastic changes, even in chronic post-stroke patients. The purpose of this work was to evaluate the effects of a P300-based BCI-controlled FEST intervention, for ULMI recovery of chronic post-stroke patients. METHODS: A non-randomized pilot study was conducted, including 14 patients divided into 2 groups: BCI-FEST, and Conventional Therapy. Assessments of Upper limb functionality with Action Research Arm Test (ARAT), performance impairment with Fugl–Meyer assessment (FMA), Functional Independence Measure (FIM) and spasticity through Modified Ashworth Scale (MAS) were performed at baseline and after carrying out 20 therapy sessions, and the obtained scores compared using Chi square and Mann–Whitney U statistical tests (𝛼 = 0.05). RESULTS: After training, we found statistically significant differences between groups for FMA (p = 0.012), ARAT (p < 0.001), and FIM (p = 0.025) scales. DISCUSSION: It has been shown that FEST controlled by a P300-based BCI, may be more effective than conventional therapy to improve ULMI after stroke, regardless of chronicity. CONCLUSION: The results of the proposed BCI-FEST intervention are promising, even for the most chronic post-stroke patients often relegated from novel interventions, whose expected recovery with conventional therapy is very low. It is necessary to carry out a randomized controlled trial in the future with a larger sample of patients. |
format | Online Article Text |
id | pubmed-10470638 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104706382023-09-01 Functional electrical stimulation therapy controlled by a P300-based brain–computer interface, as a therapeutic alternative for upper limb motor function recovery in chronic post-stroke patients. A non-randomized pilot study Ramirez-Nava, Ana G. Mercado-Gutierrez, Jorge A. Quinzaños-Fresnedo, Jimena Toledo-Peral, Cinthya Vega-Martinez, Gabriel Gutierrez, Mario Ibrahin Pacheco-Gallegos, María del Refugio Hernández-Arenas, Claudia Gutiérrez-Martínez, Josefina Front Neurol Neurology INTRODUCTION: Up to 80% of post-stroke patients present upper-limb motor impairment (ULMI), causing functional limitations in daily activities and loss of independence. UMLI is seldom fully recovered after stroke when using conventional therapeutic approaches. Functional Electrical Stimulation Therapy (FEST) controlled by Brain–Computer Interface (BCI) is an alternative that may induce neuroplastic changes, even in chronic post-stroke patients. The purpose of this work was to evaluate the effects of a P300-based BCI-controlled FEST intervention, for ULMI recovery of chronic post-stroke patients. METHODS: A non-randomized pilot study was conducted, including 14 patients divided into 2 groups: BCI-FEST, and Conventional Therapy. Assessments of Upper limb functionality with Action Research Arm Test (ARAT), performance impairment with Fugl–Meyer assessment (FMA), Functional Independence Measure (FIM) and spasticity through Modified Ashworth Scale (MAS) were performed at baseline and after carrying out 20 therapy sessions, and the obtained scores compared using Chi square and Mann–Whitney U statistical tests (𝛼 = 0.05). RESULTS: After training, we found statistically significant differences between groups for FMA (p = 0.012), ARAT (p < 0.001), and FIM (p = 0.025) scales. DISCUSSION: It has been shown that FEST controlled by a P300-based BCI, may be more effective than conventional therapy to improve ULMI after stroke, regardless of chronicity. CONCLUSION: The results of the proposed BCI-FEST intervention are promising, even for the most chronic post-stroke patients often relegated from novel interventions, whose expected recovery with conventional therapy is very low. It is necessary to carry out a randomized controlled trial in the future with a larger sample of patients. Frontiers Media S.A. 2023-08-17 /pmc/articles/PMC10470638/ /pubmed/37669261 http://dx.doi.org/10.3389/fneur.2023.1221160 Text en Copyright © 2023 Ramirez-Nava, Mercado-Gutierrez, Quinzaños-Fresnedo, Toledo-Peral, Vega-Martinez, Gutierrez, Pacheco-Gallegos, Hernández-Arenas and Gutiérrez-Martínez. 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 | Neurology Ramirez-Nava, Ana G. Mercado-Gutierrez, Jorge A. Quinzaños-Fresnedo, Jimena Toledo-Peral, Cinthya Vega-Martinez, Gabriel Gutierrez, Mario Ibrahin Pacheco-Gallegos, María del Refugio Hernández-Arenas, Claudia Gutiérrez-Martínez, Josefina Functional electrical stimulation therapy controlled by a P300-based brain–computer interface, as a therapeutic alternative for upper limb motor function recovery in chronic post-stroke patients. A non-randomized pilot study |
title | Functional electrical stimulation therapy controlled by a P300-based brain–computer interface, as a therapeutic alternative for upper limb motor function recovery in chronic post-stroke patients. A non-randomized pilot study |
title_full | Functional electrical stimulation therapy controlled by a P300-based brain–computer interface, as a therapeutic alternative for upper limb motor function recovery in chronic post-stroke patients. A non-randomized pilot study |
title_fullStr | Functional electrical stimulation therapy controlled by a P300-based brain–computer interface, as a therapeutic alternative for upper limb motor function recovery in chronic post-stroke patients. A non-randomized pilot study |
title_full_unstemmed | Functional electrical stimulation therapy controlled by a P300-based brain–computer interface, as a therapeutic alternative for upper limb motor function recovery in chronic post-stroke patients. A non-randomized pilot study |
title_short | Functional electrical stimulation therapy controlled by a P300-based brain–computer interface, as a therapeutic alternative for upper limb motor function recovery in chronic post-stroke patients. A non-randomized pilot study |
title_sort | functional electrical stimulation therapy controlled by a p300-based brain–computer interface, as a therapeutic alternative for upper limb motor function recovery in chronic post-stroke patients. a non-randomized pilot study |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470638/ https://www.ncbi.nlm.nih.gov/pubmed/37669261 http://dx.doi.org/10.3389/fneur.2023.1221160 |
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