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多尺度轴突和神经刺激建模方法综述

A Multiscale Approach to Axon and Nerve Stimulation Modeling: A Review.

出版信息

IEEE Trans Neural Syst Rehabil Eng. 2021;29:397-407. doi: 10.1109/TNSRE.2021.3054551. Epub 2021 Mar 2.

Abstract

Electrical nerve fiber stimulation is a technique widely used in prosthetics and rehabilitation, and its study from a computational point of view can be a useful instrument to support experimental tests. In the last years, there was an increasing interest in computational modeling of neural cells and numerical simulations on nerve fibers stimulation because of its usefulness in forecasting the effect of electrical current stimuli delivered to tissues through implanted electrodes, in the design of optimal stimulus waveforms based on the specific application (i.e., inducing limb movements, sensory feedback or physiological function restoring), and in the evaluation of the current stimuli properties according to the characteristics of the nerves surrounding tissue. Therefore, a review study on the main modeling and computational frameworks adopted to investigate peripheral nerve stimulation is an important instrument to support and drive future research works. To this aim, this paper deals with mathematical models of neural cells with a detailed description of ion channels and numerical simulations using finite element methods to describe the dynamics of electrical stimulation by implanted electrodes in peripheral nerve fibers. In particular, we evaluate different nerve cell models considering different ion channels present in neurons and provide a guideline on multiscale numerical simulations of electrical nerve fibers stimulation.

摘要

电神经纤维刺激是一种广泛应用于假肢和康复的技术,从计算角度研究它可以成为支持实验测试的有用工具。近年来,由于其在预测通过植入电极向组织传递电流刺激的效果、基于特定应用设计最佳刺激波形(即诱导肢体运动、感觉反馈或恢复生理功能)以及根据周围组织神经的特性评估电流刺激特性方面的有用性,对神经细胞的计算建模和数值模拟的研究越来越感兴趣。因此,对研究周围神经刺激的主要建模和计算框架进行综述研究是支持和推动未来研究工作的重要工具。为此,本文详细描述了离子通道的神经细胞数学模型,并使用有限元方法进行数值模拟,以描述植入电极对周围神经纤维电刺激的动力学。特别地,我们评估了不同的神经细胞模型,考虑了神经元中存在的不同离子通道,并提供了电神经纤维刺激的多尺度数值模拟指南。

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