IpsiHand脑机接口疗法可诱导慢性中风患者广泛的上肢运动康复。

Neurorehabilitation and neural repair Pub Date : 2025-01-01 Epub Date: 2024-09-30 DOI:10.1177/15459683241287731
Nabi Rustamov, Lauren Souders, Lauren Sheehan, Alexandre Carter, Eric C Leuthardt
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引用次数: 0

摘要

背景:慢性偏瘫中风患者从现有疗法中获益非常有限。让未受影响的大脑半球参与治疗的脑机接口(BCI)已成为慢性中风康复治疗中一种前景广阔的新型治疗方法:本研究探讨了由对侧控制的 BCI 治疗对上肢运动功能受损的慢性中风患者的有效性。我们进一步探讨了 BCI 驱动运动恢复的神经生理学特征。我们假设,BCI疗法将诱导上肢广泛的运动恢复,基线θ和γ振荡也将发生相应的变化,而这两种振荡已被证明与运动恢复有关:26名前瞻性入组的慢性偏瘫中风患者进行了为期12周的治疗性BCI任务。在开始BCI治疗前和BCI治疗过程中,均采集了运动功能评估数据和静息状态脑电信号。上肢 Fugl-Meyer 评估是主要的运动结果评估工具。计算θ-γ跨频耦合(CFC)并将其与运动恢复相关联:结果:慢性中风患者在接受 BCI 治疗后,上肢近端和远端运动功能均有明显改善。运动功能的改善与肉毒杆菌毒素的应用无关。C3/C4 运动电极上的 Theta-gamma CFC 双侧增强,并与各次 BCI 治疗的运动恢复呈正相关:BCI疗法使患者上肢近端和远端的运动功能明显改善,这与运动区θ-伽马CFC的增加显著相关。这可能代表了慢性中风患者BCI驱动康复的特定节奏皮层振荡机制:Advarra 研究:https://classic.clinicaltrials.gov/ct2/show/NCT04338971 和华盛顿大学研究:https://classic.clinicaltrials.gov/ct2/show/NCT03611855。
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IpsiHand Brain-Computer Interface Therapy Induces Broad Upper Extremity Motor Rehabilitation in Chronic Stroke.

Background: Chronic hemiparetic stroke patients have very limited benefits from current therapies. Brain-computer interface (BCI) engaging the unaffected hemisphere has emerged as a promising novel therapeutic approach for chronic stroke rehabilitation.

Objectives: This study investigated the effectiveness of contralesionally-controlled BCI therapy in chronic stroke patients with impaired upper extremity motor function. We further explored neurophysiological features of motor recovery driven by BCI. We hypothesized that BCI therapy would induce a broad motor recovery in the upper extremity, and there would be corresponding changes in baseline theta and gamma oscillations, which have been shown to be associated with motor recovery.

Methods: Twenty-six prospectively enrolled chronic hemiparetic stroke patients performed a therapeutic BCI task for 12 weeks. Motor function assessment data and resting state electroencephalogram signals were acquired before initiating BCI therapy and across BCI therapy sessions. The Upper Extremity Fugl-Meyer assessment served as a primary motor outcome assessment tool. Theta-gamma cross-frequency coupling (CFC) was computed and correlated with motor recovery.

Results: Chronic stroke patients achieved significant motor improvement in both proximal and distal upper extremity with BCI therapy. Motor function improvement was independent of Botox application. Theta-gamma CFC enhanced bilaterally over the C3/C4 motor electrodes and positively correlated with motor recovery across BCI therapy sessions.

Conclusions: BCI therapy resulted in significant motor function improvement across the proximal and distal upper extremities of patients, which significantly correlated with theta-gamma CFC increases in the motor regions. This may represent rhythm-specific cortical oscillatory mechanism for BCI-driven rehabilitation in chronic stroke patients.

Trial registration: Advarra Study: https://classic.clinicaltrials.gov/ct2/show/NCT04338971 and Washington University Study: https://classic.clinicaltrials.gov/ct2/show/NCT03611855.

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