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用于脑机接口的可植入无线设备在非人灵长类动物中的慢性硬膜下皮质电图记录

Chronic subdural electrocorticography in nonhuman primates by an implantable wireless device for brain-machine interfaces.

作者信息

Yan Tianfang, Suzuki Katsuyoshi, Kameda Seiji, Maeda Masashi, Mihara Takuma, Hirata Masayuki

机构信息

Department of Neurological Diagnosis and Restoration, Osaka University Graduate School of Medicine, Suita, Japan.

Ogino Memorial Laboratory, Nihon Kohden Corporation, Tokyo, Japan.

出版信息

Front Neurosci. 2023 Sep 28;17:1260675. doi: 10.3389/fnins.2023.1260675. eCollection 2023.

Abstract

BACKGROUND

Subdural electrocorticography (ECoG) signals have been proposed as a stable, good-quality source for brain-machine interfaces (BMIs), with a higher spatial and temporal resolution than electroencephalography (EEG). However, long-term implantation may lead to chronic inflammatory reactions and connective tissue encapsulation, resulting in a decline in signal recording quality. However, no study has reported the effects of the surrounding tissue on signal recording and device functionality thus far.

METHODS

In this study, we implanted a wireless recording device with a customized 32-electrode-ECoG array subdurally in two nonhuman primates for 15 months. We evaluated the neural activities recorded from and wirelessly transmitted to the devices and the chronic tissue reactions around the electrodes. In addition, we measured the gain factor of the newly formed ventral fibrous tissue .

RESULTS

Time-frequency analyses of the acute and chronic phases showed similar signal features. The average root mean square voltage and power spectral density showed relatively stable signal quality after chronic implantation. Histological examination revealed thickening of the reactive tissue around the electrode array; however, no evident inflammation in the cortex. From gain factor analysis, we found that tissue proliferation under electrodes reduced the amplitude power of signals.

CONCLUSION

This study suggests that subdural ECoG may provide chronic signal recordings for future clinical applications and neuroscience research. This study also highlights the need to reduce proliferation of reactive tissue ventral to the electrodes to enhance long-term stability.

摘要

背景

硬膜下皮层脑电图(ECoG)信号已被提议作为脑机接口(BMI)的稳定、高质量信号源,其空间和时间分辨率高于脑电图(EEG)。然而,长期植入可能会导致慢性炎症反应和结缔组织包裹,从而导致信号记录质量下降。然而,迄今为止,尚无研究报道周围组织对信号记录和设备功能的影响。

方法

在本研究中,我们将一个带有定制32电极ECoG阵列的无线记录设备硬膜下植入两只非人灵长类动物体内15个月。我们评估了从设备记录并无线传输的神经活动以及电极周围的慢性组织反应。此外,我们测量了新形成的腹侧纤维组织的增益因子。

结果

急性和慢性期的时频分析显示出相似的信号特征。慢性植入后,平均均方根电压和功率谱密度显示出相对稳定的信号质量。组织学检查显示电极阵列周围的反应性组织增厚;然而,皮质中无明显炎症。通过增益因子分析,我们发现电极下方的组织增殖降低了信号的幅度功率。

结论

本研究表明,硬膜下ECoG可为未来的临床应用和神经科学研究提供慢性信号记录。本研究还强调需要减少电极腹侧反应性组织的增殖,以提高长期稳定性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ebe3/10568031/ef5668f933a5/fnins-17-1260675-g001.jpg

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