脊髓电刺激促进局灶感觉运动激活,加速脑机接口技能学习。

IF 9.1 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Hussein Alawieh, Deland Liu, Jonathan Madera, Satyam Kumar, Frigyes Samuel Racz, Ann Majewicz Fey, José Del R Millán
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引用次数: 0

摘要

影响中枢神经系统的损伤可能会破坏通往肌肉的神经通路,导致运动障碍。然而,在运动意图期间,大脑表现出感觉运动节律(smr),脑机接口(bci)可以解码smr来控制辅助设备并促进功能恢复。然而,无创脑机接口存在SMR不稳定的问题,需要对用户进行纵向培训以学习正确的SMR调制。在本研究中,我们在纵向上肢脑机接口训练之前,通过应用颈经皮脊髓电刺激(TESS)来抑制运动皮层来加速这一技能学习过程。结果支持皮层抑制在显著增加smr的聚焦和强度,导致健康受试者和脊髓损伤个体BCI控制加速方面的机制作用。仅在两次TESS治疗后就观察到改善,并且在无法实现控制的用户中维持至少一周。我们的发现为推进基于脑接口的运动康复提供了有希望的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Electrical spinal cord stimulation promotes focal sensorimotor activation that accelerates brain-computer interface skill learning.

Injuries affecting the central nervous system may disrupt neural pathways to muscles causing motor deficits. Yet the brain exhibits sensorimotor rhythms (SMRs) during movement intents, and brain-computer interfaces (BCIs) can decode SMRs to control assistive devices and promote functional recovery. However, noninvasive BCIs suffer from the instability of SMRs, requiring longitudinal training for users to learn proper SMR modulation. Here, we accelerate this skill learning process by applying cervical transcutaneous electrical spinal stimulation (TESS) to inhibit the motor cortex prior to longitudinal upper-limb BCI training. Results support a mechanistic role for cortical inhibition in significantly increasing focality and strength of SMRs leading to accelerated BCI control in healthy subjects and an individual with spinal cord injury. Improvements were observed following only two TESS sessions and were maintained for at least one week in users who could not otherwise achieve control. Our findings provide promising possibilities for advancing BCI-based motor rehabilitation.

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来源期刊
CiteScore
19.00
自引率
0.90%
发文量
3575
审稿时长
2.5 months
期刊介绍: The Proceedings of the National Academy of Sciences (PNAS), a peer-reviewed journal of the National Academy of Sciences (NAS), serves as an authoritative source for high-impact, original research across the biological, physical, and social sciences. With a global scope, the journal welcomes submissions from researchers worldwide, making it an inclusive platform for advancing scientific knowledge.
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