Medical Devices and Technologies Group, Department of Mechanical and Mechatronics Engineering, The University of Auckland, Auckland 1010, New Zealand; Singapore Eye Research Institute, Singapore 169856, Singapore.
Medical Devices and Technologies Group, Department of Mechanical and Mechatronics Engineering, The University of Auckland, Auckland 1010, New Zealand; Department of Mechanical Engineering, The University of Minnesota, Minneapolis, MN 55455, United States.
Comput Biol Med. 2023 Oct;165:107463. doi: 10.1016/j.compbiomed.2023.107463. Epub 2023 Sep 6.
Computational models enable a safe and convenient way to study the excitation of nerve fibers under external stimulation. Contemporary models calculate the electric field distribution from transcutaneous stimulation and the resulting neuronal response separately. This study uses finite element methods to develop a multi-scale model that couples electric fields within macroscopic tissue layers and microscopic nerve fibers in a single-stage computational framework. The model included a triaxial myelinated nerve fiber bundle embedded within a volume conductor of tissue layers to represent the median nerve innervating the forearm muscles. The model captured the excitability of nerve fibers under transcutaneous stimulation and their nerve-tissue interactions to a transient external stimulus. The determinants of the strength-duration curve, rheobase, and chronaxie for the proposed model had close correlations with in-vivo experimentation on human participants. Additionally, the excitability indices for the triaxial myelinated nerve fiber implemented using the finite element method agreed well with experimental data from the literature. The validity of the proposed model encourages its use for applications involving transcutaneous stimulation. Capable of capturing field distribution across realistic morphologies, the model can serve as a testbed to improve stimulation protocols and electrode designs with subject-level specificity.
计算模型为研究外部刺激下神经纤维的兴奋提供了一种安全、便捷的方法。当代模型分别计算经皮刺激的电场分布和由此产生的神经元反应。本研究使用有限元方法开发了一种多尺度模型,该模型在单个计算框架中耦合了宏观组织层内的电场和微观神经纤维内的电场。该模型包括一个三轴有髓神经纤维束,嵌入组织层的体积导体中,以代表支配前臂肌肉的正中神经。该模型在经皮刺激下捕获了神经纤维的兴奋性及其对瞬态外部刺激的神经组织相互作用。提出模型的强度-时间曲线、阈强度和时值的决定因素与对人体参与者的体内实验密切相关。此外,使用有限元方法实现的三轴有髓神经纤维的兴奋性指数与文献中的实验数据吻合较好。所提出模型的有效性鼓励其在涉及经皮刺激的应用中使用。该模型能够捕获跨越真实形态的场分布,可作为一个试验台,用于针对个体特异性改进刺激方案和电极设计。