Singh Neha, Saini Megha, Kumar Nand, Padma Srivastava M V, Mehndiratta Amit
Centre for Biomedical Engineering, Indian Institute of Technology, New Delhi, India.
Department of Psychiatry, All India Institute of Medical Sciences (AIIMS), New Delhi, India.
Front Neurosci. 2023 May 25;17:1116273. doi: 10.3389/fnins.2023.1116273. eCollection 2023.
Repetitive TMS is used in stroke rehabilitation with predefined passive low and high-frequency stimulation. Brain State-Dependent Stimulation (BSDS)/Activity-Dependent Stimulation (ADS) using bio-signal has been observed to strengthen synaptic connections. Without the personalization of brain-stimulation protocols, we risk a one-size-fits-all approach.
We attempted to close the ADS loop via intrinsic-proprioceptive (via exoskeleton-movement) and extrinsic-visual-feedback to the brain. We developed a patient-specific brain stimulation platform with a two-way feedback system, to synchronize single-pulse TMS with exoskeleton along with adaptive performance visual feedback, in real-time, for a focused neurorehabilitation strategy to voluntarily engage the patient in the brain stimulation process.
The novel TMS Synchronized Exoskeleton Feedback (TSEF) platform, controlled by the patient's residual Electromyogram, simultaneously triggered exoskeleton movement and single-pulse TMS, once in 10 s, implying 0.1 Hz frequency. The TSEF platform was tested for a demonstration on three patients ( = 3) with different spasticity on the Modified Ashworth Scale (MAS = 1, 1+, 2) for one session each. Three patients completed their session in their own timing; patients with (more) spasticity tend to take (more) inter-trial intervals. A proof-of-concept study on two groups-TSEF-group and a physiotherapy control-group was performed for 45 min/day for 20-sessions. Dose-matched Physiotherapy was given to control-group. Post 20 sessions, an increase in ipsilesional cortical-excitability was observed; Motor Evoked Potential increased by ~48.5 μV at a decreased Resting Motor Threshold by ~15.6%, with improvement in clinical scales relevant to the Fugl-Mayer Wrist/Hand joint (involved in training) by 2.6 units, an effect not found in control-group. This strategy could voluntarily engage the patient.
A brain stimulation platform with a real-time two-way feedback system was developed to voluntarily engage the patients during the brain stimulation process and a proof-of-concept study on three patients indicates clinical gains with increased cortical excitability, an effect not observed in the control-group; and the encouraging results nudge for further investigations on a larger cohort.
重复经颅磁刺激(rTMS)用于中风康复,采用预定义的被动低频和高频刺激。已观察到使用生物信号的脑状态依赖刺激(BSDS)/活动依赖刺激(ADS)可加强突触连接。如果脑刺激方案没有个性化,我们就有可能采用一刀切的方法。
我们试图通过内在本体感觉(通过外骨骼运动)和外部视觉反馈至大脑来闭合ADS环路。我们开发了一个具有双向反馈系统的患者特异性脑刺激平台,以实时同步单脉冲TMS与外骨骼以及自适应性能视觉反馈,实现聚焦神经康复策略,使患者自愿参与脑刺激过程。
由患者残余肌电图控制的新型TMS同步外骨骼反馈(TSEF)平台,每10秒同时触发一次外骨骼运动和单脉冲TMS,频率为0.1Hz。TSEF平台在三名改良Ashworth量表(MAS = 1、1+、2)痉挛程度不同的患者(n = 3)身上各进行了一次测试演示。三名患者按照自己的节奏完成了测试;痉挛程度(更)高的患者往往(更)倾向于延长试验间隔时间。对两组进行了概念验证研究——TSEF组和物理治疗对照组,每天进行45分钟,共20次疗程。对对照组给予剂量匹配的物理治疗。20次疗程后,观察到患侧皮质兴奋性增加;运动诱发电位增加了约48.5μV,静息运动阈值降低了约15.6%,与Fugl-Mayer手腕/手部关节(参与训练)相关的临床量表改善了2.6个单位,对照组未发现此效果。该策略可使患者自愿参与。
开发了一个具有实时双向反馈系统的脑刺激平台,以使患者在脑刺激过程中自愿参与,对三名患者的概念验证研究表明,皮质兴奋性增加带来了临床获益,对照组未观察到该效果;这些令人鼓舞的结果促使我们对更大的队列进行进一步研究。