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外周内脏神经接口的神经刺激和记录的计算建模。

Computational modelling of nerve stimulation and recording with peripheral visceral neural interfaces.

机构信息

Department of Anatomy and Physiology, The University of Melbourne, Victoria, Australia.

Bionics Institute, East Melbourne, Victoria, Australia.

出版信息

J Neural Eng. 2021 Nov 25;18(6). doi: 10.1088/1741-2552/ac36e2.

Abstract

Neuromodulation of visceral nerves is being intensively studied for treating a wide range of conditions, but effective translation requires increasing the efficacy and predictability of neural interface performance. Here we use computational models of rat visceral nerve to predict how neuroanatomical variability could affect both electrical stimulation and recording with an experimental planar neural interface.We developed a hybrid computational pipeline,sceralervensembleecording andtimulation (ViNERS), to couple finite-element modelling of extracellular electrical fields with biophysical simulations of individual axons. Anatomical properties of fascicles and axons in rat pelvic and vagus nerves were measured or obtained from public datasets. To validate ViNERS, we simulated pelvic nerve stimulation and recording with an experimental four-electrode planar array.Axon diameters measured from pelvic nerve were used to model a population of myelinated and unmyelinated axons and simulate recordings of electrically evoked single-unit field potentials (SUFPs). Across visceral nerve fascicles of increasing size, our simulations predicted an increase in stimulation threshold and a decrease in SUFP amplitude. Simulated threshold changes were dominated by changes in perineurium thickness, which correlates with fascicle diameter. We also demonstrated that ViNERS could simulate recordings of electrically-evoked compound action potentials (ECAPs) that were qualitatively similar to pelvic nerve recording made with the array used for simulation.We introduce ViNERS as a new open-source computational tool for modelling large-scale stimulation and recording from visceral nerves. ViNERS predicts how neuroanatomical variation in rat pelvic nerve affects stimulation and recording with an experimental planar electrode array. We show ViNERS can simulate ECAPS that capture features of our recordings, but our results suggest the underlying NEURON models need to be further refined and specifically adapted to accurately simulate visceral nerve axons.

摘要

内脏神经的神经调节正被深入研究,以治疗广泛的疾病,但有效的转化需要提高神经接口性能的疗效和可预测性。在这里,我们使用大鼠内脏神经的计算模型来预测神经解剖学的变异性如何影响实验性平面神经接口的电刺激和记录。我们开发了一种混合计算管道,即内脏神经的集合记录和刺激(ViNERS),将细胞外电场的有限元建模与单个轴突的生物物理模拟相结合。大鼠盆腔和迷走神经束和轴突的解剖学特性通过实验或从公共数据集获得。为了验证 ViNERS,我们用实验性的四电极平面阵列模拟了盆腔神经的刺激和记录。从盆腔神经测量的轴突直径用于模拟有髓和无髓轴突的群体,并模拟电诱发的单个单位场电位(SUFPs)的记录。在大小不断增加的内脏神经束中,我们的模拟预测刺激阈值增加,SUFP 幅度降低。模拟的阈值变化主要由神经外膜厚度的变化引起,这与束直径相关。我们还证明 ViNERS 可以模拟电诱发的复合动作电位(ECAPs)的记录,这些记录与用于模拟的阵列记录的盆腔神经记录具有定性相似性。我们将 ViNERS 作为一种新的开源计算工具,用于模拟从内脏神经的大规模刺激和记录。ViNERS 预测大鼠盆腔神经的神经解剖变异性如何影响实验性平面电极阵列的刺激和记录。我们展示了 ViNERS 可以模拟 ECAPs,这些模拟可以捕捉到我们记录的特征,但我们的结果表明,潜在的神经元模型需要进一步细化,并专门进行调整,以准确模拟内脏神经轴突。

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