Modelling and Sensitivity Analysis of Neuronal Signal Transmission Under Mechanical Loading

<i>Purpose</i>: The study of the neuronal structure of the nervous system is difficult due to the complexity and the occurrence of interactions between structures at different levels of hierarchy. The aim of the present research was to develop a mathematical model of signal transmission by a neuron, taking into account the structure of neurons, and to analyse the sensitivity of model parameters in the scope of interaction of mechanical, biochemical and electrochemical phenomena in the context of disturbances of nerve signals caused by overloads. <i>Methods</i>: To modelling of the potential action then Hodgkin and Huxley (HH) model was used. The model consists of four coupled differential equations: one partial differential equation, which describes the temporal and spatial variation of the membrane potential, and three ordinary differential equations, which represent the dynamics of voltage-gated ion channels. The HH model consists of four coupled differential equations: one partial differential equation, which describes the temporal and spatial variation of the membrane potential, and three ordinary differential equations, which represent the dynamics of voltage-gated ion channels. This model was solved numerically by the finite difference method. <i>Results</i>: The results indicate on change of the action potential for a nerve cell activated by a continuous electrical stimulus, assuming high conductivity of the Na<sub>+</sub> and K<sub>+</sub> channels. According to the presented model the ion channels respond to pressure, what modulate the permeability of the neuronal membrane for ions. <i>Conclusions</i>: The results of the analyses suggest that pressure above 1.4 kPa can disrupt the normal functioning of nerve cells, leading to serious health consequences. In addition, a load of nerve cells, less than 1%, can cause disorders in the functioning of the nervous system. As a result, this mechanism leads to damage to nerve cells, disorders in the conduction of nerve impulses and affects the functioning of synapses.

Authors

Institutions

Publication Details

Journal
Acta of Bioengineering and Biomechanics
Published
2025-06-09
DOI
https://doi.org/10.37190/abb/206095
Primary Topic
Neuroscience and Neural Engineering
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Modelling and Sensitivity Analysis of Neuronal Signal Transmission Under Mechanical Loading

Agnieszka Mackiewicz, Monika Ratajczak, Romuald Będziński, Tomasz Klekiel et al.
Acta of Bioengineering and Biomechanics
Neuroscience and Neural Engineering
article

Modelling and Sensitivity Analysis of Neuronal Signal Transmission Under Mechanical Loading

Agnieszka Mackiewicz, Monika Ratajczak, Romuald Będziński, Tomasz Klekiel, Jagoda Kurowiak
article en

Abstract

<i>Purpose</i>: The study of the neuronal structure of the nervous system is difficult due to the complexity and the occurrence of interactions between structures at different levels of hierarchy. The aim of the present research was to develop a mathematical model of signal transmission by a neuron, taking into account the structure of neurons, and to analyse the sensitivity of model parameters in the scope of interaction of mechanical, biochemical and electrochemical phenomena in the context of disturbances of nerve signals caused by overloads. <i>Methods</i>: To modelling of the potential action then Hodgkin and Huxley (HH) model was used. The model consists of four coupled differential equations: one partial differential equation, which describes the temporal and spatial variation of the membrane potential, and three ordinary differential equations, which represent the dynamics of voltage-gated ion channels. The HH model consists of four coupled differential equations: one partial differential equation, which describes the temporal and spatial variation of the membrane potential, and three ordinary differential equations, which represent the dynamics of voltage-gated ion channels. This model was solved numerically by the finite difference method. <i>Results</i>: The results indicate on change of the action potential for a nerve cell activated by a continuous electrical stimulus, assuming high conductivity of the Na<sub>+</sub> and K<sub>+</sub> channels. According to the presented model the ion channels respond to pressure, what modulate the permeability of the neuronal membrane for ions. <i>Conclusions</i>: The results of the analyses suggest that pressure above 1.4 kPa can disrupt the normal functioning of nerve cells, leading to serious health consequences. In addition, a load of nerve cells, less than 1%, can cause disorders in the functioning of the nervous system. As a result, this mechanism leads to damage to nerve cells, disorders in the conduction of nerve impulses and affects the functioning of synapses.

Acta of Bioengineering and BiomechanicsVol. 27(2)
University of Zielona Góra (PL)
Good health and well-being
Openalex Percentile: Top 86%
Neuroscience and Neural Engineering
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.