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经 EEG 研究评估经皮神经电刺激诱发的桡骨截肢者触觉感知

Assessment of TENS-Evoked Tactile Sensations for Transradial Amputees via EEG Investigation.

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2024;32:3261-3269. doi: 10.1109/TNSRE.2024.3452153. Epub 2024 Sep 10.

Abstract

Most of current prostheses can offer motor function restoration for limb amputees but usually lack natural and intuitive sensory feedback. Many studies have demonstrated that Transcutaneous Electrical Nerve Stimulation (TENS) is promising in non-invasive sensation evoking for amputees. However, the objective evaluation and mechanism analysis on sensation feedback are still limited. This work utilized multi-channel TENS with diverse stimulus patterns to evoke sensations on four non-disabled subjects and two transradial amputees. Meanwhile, electroencephalogram (EEG) was collected to objectively assess the evoked sensations, where event-related potentials (ERPs), brain electrical activity maps (BEAMs), and functional connectivity (FC) were computed. The results show that various sensations could be successfully evoked for both amputees and non-disabled subjects by customizing stimulus parameters. The ERP confirmed the sensation and revealed the sensory-processing-related components like N100 and P200; the BEAMs confirmed the corresponding regions of somatosensory cortex were activated by stimulation; the FC indicated an increase of interactions between the regions of sensorimotor cortex. This study may shed light on how the brain responds to external stimulation as sensory feedback and serve as a pilot for further bidirectional closed-loop prosthetic control.

摘要

目前大多数假肢可以为肢体截肢者提供运动功能恢复,但通常缺乏自然和直观的感觉反馈。许多研究表明,经皮神经电刺激(TENS)在诱发截肢者的非侵入性感觉方面很有前景。然而,对感觉反馈的客观评估和机制分析仍然有限。本工作利用多通道 TENS 结合不同的刺激模式,对四名非残疾受试者和两名桡骨截肢者进行了感觉诱发。同时,采集了脑电图(EEG)来客观评估诱发的感觉,计算了事件相关电位(ERPs)、脑电活动图(BEAMs)和功能连接(FC)。结果表明,通过定制刺激参数,可以成功地为截肢者和非残疾受试者诱发各种感觉。ERP 证实了感觉的存在,并揭示了与感觉处理相关的成分,如 N100 和 P200;BEAMs 证实了刺激激活了相应的体感皮层区域;FC 表明感觉运动皮层区域之间的相互作用增加。这项研究可能有助于揭示大脑如何对外界刺激做出反应,作为感觉反馈,并为进一步的双向闭环假肢控制提供初步研究。

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