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长期性能的犹他倾斜电极阵列和肌内植入式肌电图引线在人体臂神经和肌肉中的表现。

Long-term performance of Utah slanted electrode arrays and intramuscular electromyographic leads implanted chronically in human arm nerves and muscles.

机构信息

Physical Medicine & Rehabilitation, University of Utah, Salt Lake City, United States of America.

Avanos Medical, Alpharetta, United States of America.

出版信息

J Neural Eng. 2020 Oct 31;17(5):056042. doi: 10.1088/1741-2552/abc025.

Abstract

OBJECTIVE

We explore the long-term performance and stability of seven percutaneous Utah Slanted Electrode Arrays (USEAs) and intramuscular recording leads (iEMGs) implanted chronically in the residual arm nerves and muscles of three human participants as a means to permanently restore sensorimotor function after transradial amputations.

APPROACH

We quantify the number of functional recording and functional stimulating electrodes over time. We also calculate the signal-to-noise ratio (SNR) of USEA and iEMG recordings and quantify the stimulation current necessary to evoke detectable sensory percepts. Furthermore, we quantify the consistency of the sensory modality, receptive field location, and receptive field size of USEA-evoked percepts.

MAIN RESULTS

In the most recent subject, involving USEAs with technical improvements, neural recordings persisted for 502 d (entire implant duration) and the number of functional recording electrodes for one USEA increased over time. However, for six out of seven USEAs across the three participants, the number of functional recording electrodes decreased within the first 2 months after implantation. The SNR of neural recordings and electromyographic recordings stayed relatively consistent over time. Sensory percepts were consistently evoked over the span of 14 months, were not significantly different in size, and highlighted the nerves' fascicular organization. The percentage of percepts with consistent modality or consistent receptive field location between sessions (∼1 month apart) varied between 0%-86.2% and 9.1%-100%, respectively. Stimulation thresholds and electrode impedances increased initially but then remained relatively stable over time.

SIGNIFICANCE

This work demonstrates improved performance of USEAs, and provides a basis for comparing the longevity and stability of USEAs to that of other neural interfaces. USEAs provide a rich repertoire of neural recordings and sensory percepts. Although their performance still generally declines over time, functionality can persist long-term. Future work should leverage the results presented here to further improve USEA design or to develop adaptive algorithms that can maintain a high level of performance.

摘要

目的

我们探索了 7 个经皮犹他斜电极阵列(USEA)和肌内记录电极(iEMG)在三名人类参与者的残留臂神经和肌肉中慢性植入后的长期性能和稳定性,作为在桡骨截肢后永久恢复感觉运动功能的一种手段。

方法

我们随着时间的推移量化了功能记录和功能刺激电极的数量。我们还计算了 USEA 和 iEMG 记录的信噪比(SNR),并量化了引起可检测感觉知觉所需的刺激电流。此外,我们量化了 USEA 诱发知觉的感觉模态、感受野位置和感受野大小的一致性。

主要结果

在最近的一位参与者中,涉及技术改进的 USEA,神经记录持续了 502 天(整个植入期),一个 USEA 的功能记录电极数量随着时间的推移而增加。然而,在三名参与者的七个 USEA 中有六个,在植入后的头两个月内,功能记录电极的数量减少了。神经记录和肌电图记录的 SNR 随着时间的推移保持相对稳定。感觉知觉在 14 个月的时间内持续被诱发,大小没有明显差异,并突出了神经的束状组织。在相隔约 1 个月的会话之间,感觉模态或感受野位置一致的知觉百分比在 0%-86.2%和 9.1%-100%之间变化。刺激阈值和电极阻抗最初增加,但随后随着时间的推移保持相对稳定。

意义

这项工作展示了 USEA 的改进性能,并为比较 USEA 与其他神经接口的耐久性和稳定性提供了基础。USEA 提供了丰富的神经记录和感觉知觉 repertoire。尽管它们的性能随着时间的推移仍然普遍下降,但功能可以长期持续。未来的工作应该利用这里提出的结果来进一步改进 USEA 的设计或开发能够保持高水平性能的自适应算法。

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