Marin-Pardo Octavio, Donnelly Miranda Rennie, Phanord Coralie S, Wong Kira, Liew Sook-Lei
Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA, United States.
Stevens Neuroimaging and Neuroinformatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States.
Front Hum Neurosci. 2024 May 15;18:1356052. doi: 10.3389/fnhum.2024.1356052. eCollection 2024.
Chronic stroke survivors with severe arm impairment have limited options for effective rehabilitation. High intensity, repetitive task practice (RTP) is known to improve upper limb function among stroke survivors who have some volitional muscle activation. However, clients without volitional movement of their arm are ineligible for RTP-based interventions and require hands-on facilitation from a clinician or robotic therapy to simulate task practice. Such approaches can be expensive, burdensome, and have marginal effects. Alternatively, supervised at-home telerehabilitation using muscle biofeedback may provide a more accessible, affordable, and effective rehabilitation option for stroke survivors with severe arm impairment, and could potentially help people with severe stroke regain enough volitional activation to be eligible for RTP-types of therapies. Feedback of muscle activity via electromyography (EMG) has been previously used with clients who have minimal or no movement to improve functional performance. Specifically, training to reduce unintended co-contractions of the impaired hand using EMG biofeedback may modestly improve motor control in people with limited movement. Importantly, these modest and covert functional changes may influence the perceived impact of stroke-related disability in daily life. In this manuscript, we examine whether physical changes following use of a portable EMG biofeedback system (Tele-REINVENT) for severe upper limb hemiparesis also relate to perceived quality of life improvements. Secondarily, we examined the effects of Tele-REINVENT, which uses EMG to quantify antagonistic muscle activity during movement attempt trials and transform individuated action into computer game control, on several different domains of stroke recovery.
For this pilot study, nine stroke survivors (age = 37-73 years) with chronic impairment (Fugl-Meyer = 14-40/66) completed 30 1-hour sessions of home-based training, consisting of six weeks of gaming that reinforced wrist extensor muscle activity while attenuating coactivation of flexor muscles. To assess motor control and performance, we measured changes in active wrist ranges of motion, the Fugl-Meyer Assessment, and Action Research Arm Test. We also collected an EMG-based test of muscle control to examine more subtle changes. To examine changes in perceived quality of life, we utilized the Stroke Impact Scale along with participant feedback.
Results from our pilot data suggest that 30 sessions of remote training can induce modest changes on clinical and functional assessments, showing a statistically significant improvement of active wrist ranges of motion at the group level, changes that could allow some people with severe stroke to be eligible for other therapeutic approaches, such as RTP. Additionally, changes in motor control were correlated with the perceived impact of stroke on participation and impairment after training. We also report changes in corticomuscular coherence, which showed a laterality change from the ipsilesional motor cortex towards the contralesional hemisphere during wrist extension attempts. Finally, all participants showed high adherence to the protocol and reported enjoying using the system.
Overall, Tele-REINVENT represents a promising telerehabilitation intervention that might improve sensorimotor outcomes in severe chronic stroke, and that improving sensorimotor abilities even modestly may improve quality of life. We propose that Tele-REINVENT may be used as a precursor to help participants gain enough active movement to participate other occupational therapy interventions, such as RTP. Future work is needed to examine if home-based telerehabilitation to provide feedback of individuated muscle activity could increase meaningful rehabilitation accessibility and outcomes for underserved populations.
患有严重手臂功能障碍的慢性中风幸存者在有效康复方面的选择有限。高强度、重复性任务练习(RTP)已知可改善有一定自主肌肉激活能力的中风幸存者的上肢功能。然而,手臂无自主运动的患者不符合基于RTP的干预条件,需要临床医生或机器人疗法的手动辅助来模拟任务练习。这些方法可能成本高昂、负担沉重且效果有限。另外,使用肌肉生物反馈的家庭远程康复监督可能为患有严重手臂功能障碍的中风幸存者提供更易获得、更经济且更有效的康复选择,并有可能帮助严重中风患者恢复足够的自主激活能力,从而符合RTP类疗法的条件。通过肌电图(EMG)反馈肌肉活动先前已用于几乎没有或没有运动的患者,以改善功能表现。具体而言,使用EMG生物反馈训练减少受损手部意外的共同收缩,可能会适度改善运动受限患者的运动控制。重要的是,这些适度且隐蔽的功能变化可能会影响中风相关残疾在日常生活中的感知影响。在本手稿中,我们研究了使用便携式EMG生物反馈系统(Tele-REINVENT)治疗严重上肢偏瘫后身体变化是否也与感知生活质量的改善相关。其次,我们研究了Tele-REINVENT(它在运动尝试试验期间使用EMG量化拮抗肌活动并将个性化动作转化为电脑游戏控制)对中风恢复的几个不同领域的影响。
在这项试点研究中,9名患有慢性损伤(Fugl-Meyer评分为14 - 40/66)的中风幸存者(年龄37 - 73岁)完成了30次为期1小时的家庭训练课程,包括为期六周的游戏训练,强化腕伸肌肌肉活动,同时减弱屈肌的共同激活。为了评估运动控制和表现,我们测量了主动腕关节活动范围、Fugl-Meyer评估和动作研究臂测试的变化。我们还收集了基于EMG的肌肉控制测试,以检查更细微的变化。为了检查感知生活质量的变化,我们使用了中风影响量表以及参与者的反馈。
我们的试点数据结果表明,30次远程训练可以在临床和功能评估上引起适度变化,在组水平上显示主动腕关节活动范围有统计学意义的改善,这些变化可能使一些严重中风患者有资格接受其他治疗方法,如RTP。此外,运动控制的变化与训练后中风对参与和损伤的感知影响相关。我们还报告了皮质肌肉连贯性的变化,在腕关节伸展尝试期间,从同侧运动皮层向对侧半球出现了偏侧性变化。最后,所有参与者对方案的依从性都很高,并报告喜欢使用该系统。
总体而言,Tele-REINVENT代表了一种有前景的远程康复干预措施,可能改善严重慢性中风的感觉运动结果,并且即使适度改善感觉运动能力也可能提高生活质量。我们建议Tele-REINVENT可作为一种前期手段,帮助参与者获得足够的主动运动以参与其他职业治疗干预,如RTP。未来需要开展工作,以研究提供个性化肌肉活动反馈的家庭远程康复是否可以增加服务不足人群有意义的康复可及性和效果。