Electrothermal equivalent three-dimensional Finite Element Model of a single neuron

TL;DR

This paper introduces a novel electro-thermal equivalent finite element model for nervous cells, enabling coupled electro-mechanical analysis to predict neural responses and deformations, validated against experimental data.

Contribution

It develops a simplified 3D coupled electro-mechanical FE model of neurons using electro-thermal equivalences, facilitating analysis of neural electromechanical behavior.

Findings

Validated heat conduction analysis with analytical solutions.

Predicted mechanical deformation of nerves during electrical activity.

Established a foundation for 3D electromechanical nerve modeling.

Abstract

Objective: We propose a novel approach for modelling the inter-dependence of electrical and mechanical phenomena in nervous cells, by using electro-thermal equivalences in finite element (FE) analysis so that existing thermo-mechanical tools can be applied. Methods: First, the equivalence between electrical and thermal properties of the nerve materials is established, and results of a pure heat conduction analysis performed in Abaqus CAE Software 6.13-3 are validated with analytical solutions for a range of steady and transient conditions. This validation includes the definition of equivalent active membrane properties that enable prediction of the action potential. Then, as a step towards fully coupled models, electromechanical coupling is implemented through the definition of equivalent piezoelectric properties of the nerve membrane using the thermal expansion coefficient, enabling prediction of the mechanical response of the nerve to the action potential. Results: Results of the coupled electro-mechanical model are validated with previously published experimental results of deformation for the squid giant axon, crab nerve fibre and garfish olfactory nerve fibre. Conclusion: A simplified coupled electro-mechanical modelling approach is established through an electro-thermal equivalent FE model of a nervous cell for biomedical applications. Significance: One of the key findings is the mechanical characterization of the neural activity in a coupled electro-mechanical domain, which provides insights into the electromechanical behaviour of nervous cells, such as thinning of the membrane. This is a first step towards modelling 3D electromechanical alteration induced by trauma at nerve bundle, tissue and organ levels.