A clinical trial evaluating feasibility and acceptability of a brain-computer interface for telerehabilitation in patients with stroke.

IF 5.2 2区 医学 Q1 ENGINEERING, BIOMEDICAL
Salem Mansour, Joshua Giles, Krishnan P S Nair, Rebecca Marshall, Ali Ali, Mahnaz Arvaneh
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引用次数: 0

Abstract

Background: We have created a groundbreaking telerehabilitation system known as Tele BCI-FES. This innovative system merges brain-computer interface (BCI) and functional electrical stimulation (FES) technologies to rehabilitate upper limb function following a stroke. Our system pioneers the concept of allowing patients to undergo BCI therapy from the comfort of their homes, while ensuring supervised therapy and real-time adjustment capabilities. In this paper, we introduce our single-arm clinical trial, which evaluates the feasibility and acceptance of this proposed system as a telerehabilitation solution for upper extremity recovery in stroke survivors.

Method: The study involved eight chronic patients with stroke and their caregivers who were recruited to attend nine home-based Tele BCI-FES sessions (three sessions per week) while receiving remote support from the research team. The primary outcomes of this study were recruitment and retention rates, as well as participants perception on the adoption of technology. The secondary outcomes involved assessing improvements in upper extremity function using the Fugl-Meyer Assessment for Upper Extremity (FMA_UE) and the Leeds Arm Spasticity Impact Scale.

Results: Seven chronic patients with stroke completed the home-based Tele BCI-FES sessions, with high retention (87.5%) and recruitment rates (86.7%). Although participants provided mixed feedback on setup ease, they found the system progressively easier to use, and the setup process became more efficient with continued sessions. Participants suggested modifications to enhance user experience. Following the intervention, a significant increase in FMA_UE scores was observed, with an average improvement of 3.83 points (p = 0.032). The observed improvement of 3.83 points in the FMA-UE score approaches the reported Minimal clinically important difference of 4.25 points for patients with chronic stroke.

Conclusion: This study serves as a proof of concept, showcasing the feasibility and acceptability of the proposed Tele BCI-FES system for rehabilitating the upper extremities of stroke survivors. While some participants demonstrated significant improvements in FMA-UE scores, these findings are not generalizable, as they were derived from a small-scale feasibility study. The results should be interpreted cautiously within the study's specific context. Additionally, the intervention was not compared to other therapeutic approaches, limiting conclusions regarding its relative effectiveness. To further validate the efficacy of the proposed Tele BCI-FES system, it is essential to conduct additional research with larger sample sizes and extended rehabilitation sessions. Moreover, future studies should include comparisons with other therapeutic approaches to better evaluate the relative effectiveness of this intervention. Trial registration This clinical study is registered at clinicaltrials.gov https://clinicaltrials.gov/study/NCT05215522 under the study identifier (NCT05215522) and registered with the ISRCTN registry https://doi.org/10.1186/ISRCTN42991002 (ISRCTN42991002).

评估脑机接口用于脑卒中患者远程康复的可行性和可接受性的临床试验。
背景:我们已经创建了一个开创性的远程康复系统,称为远程BCI-FES。这个创新的系统融合了脑机接口(BCI)和功能性电刺激(FES)技术,以恢复中风后的上肢功能。我们的系统开创了允许患者在舒适的家中接受脑机接口治疗的概念,同时确保监督治疗和实时调整能力。在本文中,我们介绍了我们的单臂临床试验,该试验评估了该系统作为中风幸存者上肢康复远程康复解决方案的可行性和可接受性。方法:该研究涉及8名慢性中风患者及其护理人员,他们被招募参加9次基于家庭的远程BCI-FES会议(每周三次),同时接受研究小组的远程支持。本研究的主要结果是招聘率和保留率,以及参与者对技术采用的看法。次要结果包括使用Fugl-Meyer上肢功能评估(FMA_UE)和利兹臂痉挛影响量表评估上肢功能的改善。结果:7例慢性脑卒中患者完成了基于家庭的远程BCI-FES课程,保留率(87.5%)和招募率(86.7%)较高。尽管参与者对设置的易用性提供了不同的反馈,但他们发现系统越来越容易使用,并且随着持续的会话,设置过程变得更有效。与会者建议进行修改,以提升用户体验。干预后,FMA_UE得分显著提高,平均提高3.83分(p = 0.032)。观察到的FMA-UE评分改善3.83分,接近报道的慢性卒中患者的最小临床重要差异4.25分。结论:本研究为概念验证,展示了所提出的远程BCI-FES系统用于脑卒中幸存者上肢康复的可行性和可接受性。虽然一些参与者在FMA-UE得分方面表现出了显著的改善,但这些发现并不具有普遍性,因为它们来自一项小规模的可行性研究。研究结果应在研究的具体背景下谨慎解读。此外,该干预措施没有与其他治疗方法进行比较,限制了有关其相对有效性的结论。为了进一步验证所提出的远程BCI-FES系统的有效性,有必要进行更大样本量和延长康复疗程的额外研究。此外,未来的研究应包括与其他治疗方法的比较,以更好地评估该干预措施的相对有效性。本临床研究在clinicaltrials.gov https://clinicaltrials.gov/study/NCT05215522注册,研究标识符(NCT05215522),并在ISRCTN注册中心https://doi.org/10.1186/ISRCTN42991002注册(ISRCTN42991002)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of NeuroEngineering and Rehabilitation
Journal of NeuroEngineering and Rehabilitation 工程技术-工程:生物医学
CiteScore
9.60
自引率
3.90%
发文量
122
审稿时长
24 months
期刊介绍: Journal of NeuroEngineering and Rehabilitation considers manuscripts on all aspects of research that result from cross-fertilization of the fields of neuroscience, biomedical engineering, and physical medicine & rehabilitation.
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