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An electromechanical model of neuronal dynamics using Hamilton's principle

Damage of the brain may be caused by mechanical loads such as penetration, blunt force, shock loading from blast, and by chemical imbalances due to neurological diseases and aging that trigger not only neuronal degeneration but also changes in the mechanical properties of brain tissue. An understand...

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Autor principal: Drapaca, Corina S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4503926/
https://www.ncbi.nlm.nih.gov/pubmed/26236195
http://dx.doi.org/10.3389/fncel.2015.00271
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author Drapaca, Corina S.
author_facet Drapaca, Corina S.
author_sort Drapaca, Corina S.
collection PubMed
description Damage of the brain may be caused by mechanical loads such as penetration, blunt force, shock loading from blast, and by chemical imbalances due to neurological diseases and aging that trigger not only neuronal degeneration but also changes in the mechanical properties of brain tissue. An understanding of the interconnected nature of the electro-chemo-mechanical processes that result in brain damage and ultimately loss of functionality is currently lacking. While modern mathematical models that focus on how to link brain mechanics to its biochemistry are essential in enhancing our understanding of brain science, the lack of experimental data required by these models as well as the complexity of the corresponding computations render these models hard to use in clinical applications. In this paper we propose a unified variational framework for the modeling of neuronal electromechanics. We introduce a constrained Lagrangian formulation that takes into account Newton's law of motion of a linear viscoelastic Kelvin–Voigt solid-state neuron as well as the classic Hodgkin–Huxley equations of the electronic neuron. The system of differential equations describing neuronal electromechanics is obtained by applying Hamilton's principle. Numerical simulations of possible damage dynamics in neurons will be presented.
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spelling pubmed-45039262015-07-31 An electromechanical model of neuronal dynamics using Hamilton's principle Drapaca, Corina S. Front Cell Neurosci Neuroscience Damage of the brain may be caused by mechanical loads such as penetration, blunt force, shock loading from blast, and by chemical imbalances due to neurological diseases and aging that trigger not only neuronal degeneration but also changes in the mechanical properties of brain tissue. An understanding of the interconnected nature of the electro-chemo-mechanical processes that result in brain damage and ultimately loss of functionality is currently lacking. While modern mathematical models that focus on how to link brain mechanics to its biochemistry are essential in enhancing our understanding of brain science, the lack of experimental data required by these models as well as the complexity of the corresponding computations render these models hard to use in clinical applications. In this paper we propose a unified variational framework for the modeling of neuronal electromechanics. We introduce a constrained Lagrangian formulation that takes into account Newton's law of motion of a linear viscoelastic Kelvin–Voigt solid-state neuron as well as the classic Hodgkin–Huxley equations of the electronic neuron. The system of differential equations describing neuronal electromechanics is obtained by applying Hamilton's principle. Numerical simulations of possible damage dynamics in neurons will be presented. Frontiers Media S.A. 2015-07-16 /pmc/articles/PMC4503926/ /pubmed/26236195 http://dx.doi.org/10.3389/fncel.2015.00271 Text en Copyright © 2015 Drapaca. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Drapaca, Corina S.
An electromechanical model of neuronal dynamics using Hamilton's principle
title An electromechanical model of neuronal dynamics using Hamilton's principle
title_full An electromechanical model of neuronal dynamics using Hamilton's principle
title_fullStr An electromechanical model of neuronal dynamics using Hamilton's principle
title_full_unstemmed An electromechanical model of neuronal dynamics using Hamilton's principle
title_short An electromechanical model of neuronal dynamics using Hamilton's principle
title_sort electromechanical model of neuronal dynamics using hamilton's principle
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4503926/
https://www.ncbi.nlm.nih.gov/pubmed/26236195
http://dx.doi.org/10.3389/fncel.2015.00271
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