Literature DB >> 27589505

A new therapeutic application of brain-machine interface (BMI) training followed by hybrid assistive neuromuscular dynamic stimulation (HANDS) therapy for patients with severe hemiparetic stroke: A proof of concept study.

Michiyuki Kawakami1, Toshiyuki Fujiwara2, Junichi Ushiba3, Atsuko Nishimoto1, Kaoru Abe1, Kaoru Honaga1, Atsuko Nishimura1, Katsuhiro Mizuno1, Mitsuhiko Kodama2, Yoshihisa Masakado2, Meigen Liu1.   

Abstract

BACKGROUND: Hybrid assistive neuromuscular dynamic stimulation (HANDS) therapy improved paretic upper extremity motor function in patients with severe to moderate hemiparesis. We hypothesized that brain machine interface (BMI) training would be able to increase paretic finger muscle activity enough to apply HANDS therapy in patients with severe hemiparesis, whose finger extensor was absent.
OBJECTIVE: The aim of this study was to assess the efficacy of BMI training followed by HANDS therapy in patients with severe hemiparesis.
METHODS: Twenty-nine patients with chronic stroke who could not extend their paretic fingers were participated this study. We applied BMI training for 10 days at 40 min per day. The BMI detected the patients' motor imagery of paretic finger extension with event-related desynchronization (ERD) over the affected primary sensorimotor cortex, recorded with electroencephalography. Patients wore a motor-driven orthosis, which extended their paretic fingers and was triggered with ERD. When muscle activity in their paretic fingers was detected with surface electrodes after 10 days of BMI training, we applied HANDS therapy for the following 3 weeks. In HANDS therapy, participants received closed-loop, electromyogram-controlled, neuromuscular electrical stimulation (NMES) combined with a wrist-hand splint for 3 weeks at 8 hours a day. Before BMI training, after BMI training, after HANDS therapy and 3month after HANDS therapy, we assessed Fugl-Meyer Assessment upper extremity motor score (FMA) and the Motor Activity Log14-Amount of Use (MAL-AOU) score.
RESULTS: After 10 days of BMI training, finger extensor activity had appeared in 21 patients. Eighteen of 21 patients then participated in 3 weeks of HANDS therapy. We found a statistically significant improvement in the FMA and the MAL-AOU scores after the BMI training, and further improvement was seen after the HANDS therapy.
CONCLUSION: Combining BMI training with HANDS therapy could be an effective therapeutic strategy for severe UE paralysis after stroke.

Entities:  

Keywords:  Brain-machine interface; rehabilitation; stroke; upper extremity

Mesh:

Year:  2016        PMID: 27589505     DOI: 10.3233/RNN-160652

Source DB:  PubMed          Journal:  Restor Neurol Neurosci        ISSN: 0922-6028            Impact factor:   2.406


  10 in total

1.  Associative cued asynchronous BCI induces cortical plasticity in stroke patients.

Authors:  Muhammad Samran Navid; Usman Rashid; Imran Khan Niazi; Imran Amjad; Sharon Olsen; Heidi Haavik; Gemma Alder; Nitika Kumari; Nada Signal; Denise Taylor; Dario Farina; Mads Jochumsen
Journal:  Ann Clin Transl Neurol       Date:  2022-04-30       Impact factor: 5.430

2.  Effect of the combination of motor imagery and electrical stimulation on upper extremity motor function in patients with chronic stroke: preliminary results.

Authors:  Kohei Okuyama; Miho Ogura; Michiyuki Kawakami; Kengo Tsujimoto; Kohsuke Okada; Kazuma Miwa; Yoko Takahashi; Kaoru Abe; Shigeo Tanabe; Tomofumi Yamaguchi; Meigen Liu
Journal:  Ther Adv Neurol Disord       Date:  2018-10-09       Impact factor: 6.570

3.  Evaluating the Effectiveness and Safety of the Electroencephalogram-Based Brain-Machine Interface Rehabilitation System for Patients With Severe Hemiparetic Stroke: Protocol for a Randomized Controlled Trial (BEST-BRAIN Trial).

Authors:  Katsuhiro Mizuno; Takayuki Abe; Junichi Ushiba; Michiyuki Kawakami; Tomomi Ohwa; Kazuto Hagimura; Miho Ogura; Kohei Okuyama; Toshiyuki Fujiwara; Meigen Liu
Journal:  JMIR Res Protoc       Date:  2018-12-06

4.  Absence of Motor-Evoked Potentials Does Not Predict Poor Recovery in Patients With Severe-Moderate Stroke: An Exploratory Analysis.

Authors:  Elizabeth S Powell; Philip M Westgate; Larry B Goldstein; Lumy Sawaki
Journal:  Arch Rehabil Res Clin Transl       Date:  2019-09-12

Review 5.  Discussion on the Rehabilitation of Stroke Hemiplegia Based on Interdisciplinary Combination of Medicine and Engineering.

Authors:  Xiaowei Sun; Ke Xu; Yuqing Shi; Hongtao Li; Ruobing Li; Siyu Yang; Hong Jin; Chuwen Feng; Baitao Li; Chunyue Xing; Yuanyuan Qu; Qingyong Wang; Yinghua Chen; Tiansong Yang
Journal:  Evid Based Complement Alternat Med       Date:  2021-03-17       Impact factor: 2.629

6.  Decoding Attempted Hand Movements in Stroke Patients Using Surface Electromyography.

Authors:  Mads Jochumsen; Imran Khan Niazi; Muhammad Zia Ur Rehman; Imran Amjad; Muhammad Shafique; Syed Omer Gilani; Asim Waris
Journal:  Sensors (Basel)       Date:  2020-11-26       Impact factor: 3.576

Review 7.  Brain-computer interfaces for post-stroke motor rehabilitation: a meta-analysis.

Authors:  María A Cervera; Surjo R Soekadar; Junichi Ushiba; José Del R Millán; Meigen Liu; Niels Birbaumer; Gangadhar Garipelli
Journal:  Ann Clin Transl Neurol       Date:  2018-03-25       Impact factor: 4.511

8.  Immediate and long-term effects of BCI-based rehabilitation of the upper extremity after stroke: a systematic review and meta-analysis.

Authors:  Zhongfei Bai; Kenneth N K Fong; Jack Jiaqi Zhang; Josephine Chan; K H Ting
Journal:  J Neuroeng Rehabil       Date:  2020-04-25       Impact factor: 4.262

9.  Neuromuscular electrical stimulation-enhanced rehabilitation is associated with not only motor but also somatosensory cortical plasticity in chronic stroke patients: an interventional study.

Authors:  Syoichi Tashiro; Katsuhiro Mizuno; Michiyuki Kawakami; Osamu Takahashi; Takuya Nakamura; Mabu Suda; Koshiro Haruyama; Yohei Otaka; Tetsuya Tsuji; Meigen Liu
Journal:  Ther Adv Chronic Dis       Date:  2019-11-20       Impact factor: 5.091

10.  Prediction of Motor Recovery in the Upper Extremity for Repetitive Transcranial Magnetic Stimulation and Occupational Therapy Goal Setting in Patients With Chronic Stroke: A Retrospective Analysis of Prospectively Collected Data.

Authors:  Toyohiro Hamaguchi; Naoki Yamada; Takuya Hada; Masahiro Abo
Journal:  Front Neurol       Date:  2020-10-20       Impact factor: 4.003

  10 in total

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