Cargando…

Brain-computer interface combined with mental practice and occupational therapy enhances upper limb motor recovery, activities of daily living, and participation in subacute stroke

BACKGROUND: We investigated the effects of brain-computer interface (BCI) combined with mental practice (MP) and occupational therapy (OT) on performance in activities of daily living (ADL) in stroke survivors. METHODS: Participants were randomized into two groups: experimental (n = 23, BCI controll...

Descripción completa

Detalles Bibliográficos
Autores principales: Zanona, Aristela de Freitas, Piscitelli, Daniele, Seixas, Valquiria Martins, Scipioni, Kelly Regina Dias da Silva, Bastos, Marina Siqueira Campos, de Sá, Leticia Caroline Kaspchak, Monte-Silva, Kátia, Bolivar, Miburge, Solnik, Stanislaw, De Souza, Raphael Fabricio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9869053/
https://www.ncbi.nlm.nih.gov/pubmed/36698872
http://dx.doi.org/10.3389/fneur.2022.1041978
_version_ 1784876684145590272
author Zanona, Aristela de Freitas
Piscitelli, Daniele
Seixas, Valquiria Martins
Scipioni, Kelly Regina Dias da Silva
Bastos, Marina Siqueira Campos
de Sá, Leticia Caroline Kaspchak
Monte-Silva, Kátia
Bolivar, Miburge
Solnik, Stanislaw
De Souza, Raphael Fabricio
author_facet Zanona, Aristela de Freitas
Piscitelli, Daniele
Seixas, Valquiria Martins
Scipioni, Kelly Regina Dias da Silva
Bastos, Marina Siqueira Campos
de Sá, Leticia Caroline Kaspchak
Monte-Silva, Kátia
Bolivar, Miburge
Solnik, Stanislaw
De Souza, Raphael Fabricio
author_sort Zanona, Aristela de Freitas
collection PubMed
description BACKGROUND: We investigated the effects of brain-computer interface (BCI) combined with mental practice (MP) and occupational therapy (OT) on performance in activities of daily living (ADL) in stroke survivors. METHODS: Participants were randomized into two groups: experimental (n = 23, BCI controlling a hand exoskeleton combined with MP and OT) and control (n = 21, OT). Subjects were assessed with the functional independence measure (FIM), motor activity log (MAL), amount of use (MAL-AOM), and quality of movement (MAL-QOM). The box and blocks test (BBT) and the Jebsen hand functional test (JHFT) were used for the primary outcome of performance in ADL, while the Fugl-Meyer Assessment was used for the secondary outcome. Exoskeleton activation and the degree of motor imagery (measured as event-related desynchronization) were assessed in the experimental group. For the BCI, the EEG electrodes were placed on the regions of FC3, C3, CP3, FC4, C4, and CP4, according to the international 10–20 EEG system. The exoskeleton was placed on the affected hand. MP was based on functional tasks. OT consisted of ADL training, muscle mobilization, reaching tasks, manipulation and prehension, mirror therapy, and high-frequency therapeutic vibration. The protocol lasted 1 h, five times a week, for 2 weeks. RESULTS: There was a difference between baseline and post-intervention analysis for the experimental group in all evaluations: FIM (p = 0.001, d = 0.56), MAL-AOM (p = 0.001, d = 0.83), MAL-QOM (p = 0.006, d = 0.84), BBT (p = 0.004, d = 0.40), and JHFT (p = 0.001, d = 0.45). Within the experimental group, post-intervention improvements were detected in the degree of motor imagery (p < 0.001) and the amount of exoskeleton activations (p < 0.001). For the control group, differences were detected for MAL-AOM (p = 0.001, d = 0.72), MAL-QOM (p = 0.013, d = 0.50), and BBT (p = 0.005, d = 0.23). Notably, the effect sizes were larger for the experimental group. No differences were detected between groups at post-intervention. CONCLUSION: BCI combined with MP and OT is a promising tool for promoting sensorimotor recovery of the upper limb and functional independence in subacute post-stroke survivors.
format Online
Article
Text
id pubmed-9869053
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-98690532023-01-24 Brain-computer interface combined with mental practice and occupational therapy enhances upper limb motor recovery, activities of daily living, and participation in subacute stroke Zanona, Aristela de Freitas Piscitelli, Daniele Seixas, Valquiria Martins Scipioni, Kelly Regina Dias da Silva Bastos, Marina Siqueira Campos de Sá, Leticia Caroline Kaspchak Monte-Silva, Kátia Bolivar, Miburge Solnik, Stanislaw De Souza, Raphael Fabricio Front Neurol Neurology BACKGROUND: We investigated the effects of brain-computer interface (BCI) combined with mental practice (MP) and occupational therapy (OT) on performance in activities of daily living (ADL) in stroke survivors. METHODS: Participants were randomized into two groups: experimental (n = 23, BCI controlling a hand exoskeleton combined with MP and OT) and control (n = 21, OT). Subjects were assessed with the functional independence measure (FIM), motor activity log (MAL), amount of use (MAL-AOM), and quality of movement (MAL-QOM). The box and blocks test (BBT) and the Jebsen hand functional test (JHFT) were used for the primary outcome of performance in ADL, while the Fugl-Meyer Assessment was used for the secondary outcome. Exoskeleton activation and the degree of motor imagery (measured as event-related desynchronization) were assessed in the experimental group. For the BCI, the EEG electrodes were placed on the regions of FC3, C3, CP3, FC4, C4, and CP4, according to the international 10–20 EEG system. The exoskeleton was placed on the affected hand. MP was based on functional tasks. OT consisted of ADL training, muscle mobilization, reaching tasks, manipulation and prehension, mirror therapy, and high-frequency therapeutic vibration. The protocol lasted 1 h, five times a week, for 2 weeks. RESULTS: There was a difference between baseline and post-intervention analysis for the experimental group in all evaluations: FIM (p = 0.001, d = 0.56), MAL-AOM (p = 0.001, d = 0.83), MAL-QOM (p = 0.006, d = 0.84), BBT (p = 0.004, d = 0.40), and JHFT (p = 0.001, d = 0.45). Within the experimental group, post-intervention improvements were detected in the degree of motor imagery (p < 0.001) and the amount of exoskeleton activations (p < 0.001). For the control group, differences were detected for MAL-AOM (p = 0.001, d = 0.72), MAL-QOM (p = 0.013, d = 0.50), and BBT (p = 0.005, d = 0.23). Notably, the effect sizes were larger for the experimental group. No differences were detected between groups at post-intervention. CONCLUSION: BCI combined with MP and OT is a promising tool for promoting sensorimotor recovery of the upper limb and functional independence in subacute post-stroke survivors. Frontiers Media S.A. 2023-01-09 /pmc/articles/PMC9869053/ /pubmed/36698872 http://dx.doi.org/10.3389/fneur.2022.1041978 Text en Copyright © 2023 Zanona, Piscitelli, Seixas, Scipioni, Bastos, de Sá, Monte-Silva, Bolivar, Solnik and De Souza. 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
Zanona, Aristela de Freitas
Piscitelli, Daniele
Seixas, Valquiria Martins
Scipioni, Kelly Regina Dias da Silva
Bastos, Marina Siqueira Campos
de Sá, Leticia Caroline Kaspchak
Monte-Silva, Kátia
Bolivar, Miburge
Solnik, Stanislaw
De Souza, Raphael Fabricio
Brain-computer interface combined with mental practice and occupational therapy enhances upper limb motor recovery, activities of daily living, and participation in subacute stroke
title Brain-computer interface combined with mental practice and occupational therapy enhances upper limb motor recovery, activities of daily living, and participation in subacute stroke
title_full Brain-computer interface combined with mental practice and occupational therapy enhances upper limb motor recovery, activities of daily living, and participation in subacute stroke
title_fullStr Brain-computer interface combined with mental practice and occupational therapy enhances upper limb motor recovery, activities of daily living, and participation in subacute stroke
title_full_unstemmed Brain-computer interface combined with mental practice and occupational therapy enhances upper limb motor recovery, activities of daily living, and participation in subacute stroke
title_short Brain-computer interface combined with mental practice and occupational therapy enhances upper limb motor recovery, activities of daily living, and participation in subacute stroke
title_sort brain-computer interface combined with mental practice and occupational therapy enhances upper limb motor recovery, activities of daily living, and participation in subacute stroke
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9869053/
https://www.ncbi.nlm.nih.gov/pubmed/36698872
http://dx.doi.org/10.3389/fneur.2022.1041978
work_keys_str_mv AT zanonaaristeladefreitas braincomputerinterfacecombinedwithmentalpracticeandoccupationaltherapyenhancesupperlimbmotorrecoveryactivitiesofdailylivingandparticipationinsubacutestroke
AT piscitellidaniele braincomputerinterfacecombinedwithmentalpracticeandoccupationaltherapyenhancesupperlimbmotorrecoveryactivitiesofdailylivingandparticipationinsubacutestroke
AT seixasvalquiriamartins braincomputerinterfacecombinedwithmentalpracticeandoccupationaltherapyenhancesupperlimbmotorrecoveryactivitiesofdailylivingandparticipationinsubacutestroke
AT scipionikellyreginadiasdasilva braincomputerinterfacecombinedwithmentalpracticeandoccupationaltherapyenhancesupperlimbmotorrecoveryactivitiesofdailylivingandparticipationinsubacutestroke
AT bastosmarinasiqueiracampos braincomputerinterfacecombinedwithmentalpracticeandoccupationaltherapyenhancesupperlimbmotorrecoveryactivitiesofdailylivingandparticipationinsubacutestroke
AT desaleticiacarolinekaspchak braincomputerinterfacecombinedwithmentalpracticeandoccupationaltherapyenhancesupperlimbmotorrecoveryactivitiesofdailylivingandparticipationinsubacutestroke
AT montesilvakatia braincomputerinterfacecombinedwithmentalpracticeandoccupationaltherapyenhancesupperlimbmotorrecoveryactivitiesofdailylivingandparticipationinsubacutestroke
AT bolivarmiburge braincomputerinterfacecombinedwithmentalpracticeandoccupationaltherapyenhancesupperlimbmotorrecoveryactivitiesofdailylivingandparticipationinsubacutestroke
AT solnikstanislaw braincomputerinterfacecombinedwithmentalpracticeandoccupationaltherapyenhancesupperlimbmotorrecoveryactivitiesofdailylivingandparticipationinsubacutestroke
AT desouzaraphaelfabricio braincomputerinterfacecombinedwithmentalpracticeandoccupationaltherapyenhancesupperlimbmotorrecoveryactivitiesofdailylivingandparticipationinsubacutestroke