Myoelectric motor execution and sensory training to treat chronic pain and paralysis in a replanted arm: a case study.

IF 5.2 2区 医学 Q1 ENGINEERING, BIOMEDICAL Journal of NeuroEngineering and Rehabilitation Pub Date : 2024-11-23 DOI:10.1186/s12984-024-01508-5
Morten B Kristoffersen, Maria Munoz-Novoa, Mirka Buist, Mona Emadeldin, Carina Reinholdt, Max Ortiz-Catalan
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Abstract

Background: Following upper limb amputation, surgeries such as arm transplantation or replantation might be an option to restore function. After such surgeries, rehabilitation of the arm is needed. However, conventional rehabilitation is dependent on some volitional movement of the arm. If there is no or minimal movement of the arm, conventional rehabilitation might not be successful. The purpose of this study is to evaluate a novel combination of myoelectric motor execution (MME) and sensory training (ST) to reduce pain and improve upper limb function in a person with a highly impaired replanted arm.

Methods: The participant, a 72-year-old male, had his right arm replanted after a traumatic accident. No functional recovery was achieved following conventional rehabilitation and chronic neuropathic pain developed post-surgery. The participant then received 18 sessions of MME in which intended movements were decoded from the replanted arm's myoelectric signals using machine learning and real-time feedback was provided on a screen. Nine sessions included ST using tactile grids where the participant discriminated different sensations.

Results: The participant regained active extension of the thumb (4 degrees) and regained active wrist movement (flex: 6 degrees, extend: 10 degrees), both of which had no active movement prior the MME interventions. He also perceived an increase in sensation in the thumb and fingers. Pain levels fluctuated throughout the study and no consistent change could be concluded.

Conclusion: MME is a novel virtual rehabilitation treatment which provides feedback using virtual limbs and serious games. MME combined with ST is a potential rehabilitation treatment for individuals with highly impaired arms and hands which might ameliorate chronic neuropathic pain.

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用肌电运动执行和感觉训练治疗再植手臂的慢性疼痛和瘫痪:一项案例研究。
背景:上肢截肢后,手臂移植或再植等手术可能是恢复功能的一种选择。此类手术后,手臂需要进行康复训练。然而,传统的康复治疗依赖于手臂的一些自主运动。如果手臂没有运动或运动很少,传统的康复治疗可能不会成功。本研究的目的是评估肌电运动执行(MME)和感觉训练(ST)的新型组合,以减轻高度受损的再植手臂患者的疼痛并改善其上肢功能:受试者是一名 72 岁的男性,在一次外伤事故后接受了右臂再植手术。传统的康复治疗无法恢复其功能,术后出现了慢性神经性疼痛。随后,该受试者接受了 18 次 MME 治疗,在这些治疗中,利用机器学习从再植手臂的肌电信号中解码预期动作,并在屏幕上提供实时反馈。其中九个疗程包括使用触觉网格进行 ST,让受试者分辨不同的感觉:结果:受试者恢复了拇指的主动伸展(4 度)和手腕的主动运动(屈曲:6 度,伸展:10 度),这两项运动在接受 MME 干预之前都没有。他还感觉到拇指和手指的感觉有所增强。在整个研究过程中,疼痛程度有所波动,但无法得出一致的变化结论:MME 是一种新型的虚拟康复治疗方法,可利用虚拟肢体和严肃游戏提供反馈。结论:MME 是一种新型的虚拟康复治疗方法,它利用虚拟肢体和严肃游戏提供反馈。MME 与 ST 相结合,是一种针对手臂和手部高度受损者的潜在康复治疗方法,可改善慢性神经性疼痛。
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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.
期刊最新文献
Myoelectric motor execution and sensory training to treat chronic pain and paralysis in a replanted arm: a case study. Selective nociceptive modulation using a novel prototype of transcutaneous kilohertz high-frequency alternating current stimulation: a crossover double-blind randomized sham-controlled trial. A fuzzy-logic approach for longitudinal assessment of patients' psychophysiological state: an application to upper-limb orthopedic robot-aided rehabilitation. Effects of different types of high-definition transcranial electrical stimulation on visual working memory and contralateral delayed activity. A multi-objective optimal control approach to motor strategy changes in older people with mild cognitive impairment during obstacle crossing.
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