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神经网络计算模型对红外神经刺激的响应。

Response of a neuronal network computational model to infrared neural stimulation.

作者信息

Wei Jinzhao, Li Licong, Song Hao, Du Zhaoning, Yang Jianli, Zhang Mingsha, Liu Xiuling

机构信息

Key Laboratory of Digital Medical Engineering of Hebei, Hebei University, Baoding, China.

College of Electronic and Information Engineering, Hebei University, Baoding, China.

出版信息

Front Comput Neurosci. 2022 Aug 15;16:933818. doi: 10.3389/fncom.2022.933818. eCollection 2022.

Abstract

Infrared neural stimulation (INS), as a novel form of neuromodulation, allows modulating the activity of nerve cells through thermally induced capacitive currents and thermal sensitivity ion channels. However, fundamental questions remain about the exact mechanism of INS and how the photothermal effect influences the neural response. Computational neural modeling can provide a powerful methodology for understanding the law of action of INS. We developed a temperature-dependent model of ion channels and membrane capacitance based on the photothermal effect to quantify the effect of INS on the direct response of individual neurons and neuronal networks. The neurons were connected through excitatory and inhibitory synapses and constituted a complex neuronal network model. Our results showed that a slight increase in temperature promoted the neuronal spikes and enhanced network activity, whereas the ultra-temperature inhibited neuronal activity. This biophysically based simulation illustrated the optical dose-dependent biphasic cell response with capacitive current as the core change condition. The computational model provided a new sight to elucidate mechanisms and inform parameter selection of INS.

摘要

红外神经刺激(INS)作为一种新型神经调节形式,能够通过热诱导电容电流和热敏离子通道来调节神经细胞的活动。然而,关于INS的确切机制以及光热效应如何影响神经反应等基本问题仍然存在。计算神经模型可为理解INS的作用规律提供强大的方法。我们基于光热效应开发了一种离子通道和膜电容的温度依赖性模型,以量化INS对单个神经元和神经元网络直接反应的影响。神经元通过兴奋性和抑制性突触连接,构成了一个复杂的神经元网络模型。我们的结果表明,温度的轻微升高会促进神经元放电并增强网络活动,而超温则会抑制神经元活动。这种基于生物物理学的模拟说明了以电容电流为核心变化条件的光剂量依赖性双相细胞反应。该计算模型为阐明INS的机制和指导其参数选择提供了新的视角。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bcc7/9423709/67b7f23ed7ce/fncom-16-933818-g0001.jpg

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