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Existence of a Conserved Quantity and Stability of In Vitro Virus Infection Dynamics Models with Absorption Effect

The estimation of parameters in biomathematical models is useful to characterize quantitatively the dynamics of biological processes. In this paper, we consider some systems of ordinary differential equations (ODEs) modelling the viral dynamics in a cell culture. These models incorporate the loss of...

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Autores principales: Martínez-Lázaro, Celia, Taneco-Hernández, Marco Antonio, Reyes-Carreto, Ramón, Vargas-De-León, Cruz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6421811/
https://www.ncbi.nlm.nih.gov/pubmed/30944575
http://dx.doi.org/10.1155/2019/2954041
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author Martínez-Lázaro, Celia
Taneco-Hernández, Marco Antonio
Reyes-Carreto, Ramón
Vargas-De-León, Cruz
author_facet Martínez-Lázaro, Celia
Taneco-Hernández, Marco Antonio
Reyes-Carreto, Ramón
Vargas-De-León, Cruz
author_sort Martínez-Lázaro, Celia
collection PubMed
description The estimation of parameters in biomathematical models is useful to characterize quantitatively the dynamics of biological processes. In this paper, we consider some systems of ordinary differential equations (ODEs) modelling the viral dynamics in a cell culture. These models incorporate the loss of viral particles due to the absorption into target cells. We estimated the parameters of models by least-squares minimization between numerical solution of the system and experimental data of cell cultures. We derived a first integral or conserved quantity, and we proved the use of experimental data in order to test the conservation law. The systems have nonhyperbolic equilibrium points, and the conditions for their stability are obtained by using a Lyapunov function. We complemented these theoretical results with some numerical simulations.
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spelling pubmed-64218112019-04-03 Existence of a Conserved Quantity and Stability of In Vitro Virus Infection Dynamics Models with Absorption Effect Martínez-Lázaro, Celia Taneco-Hernández, Marco Antonio Reyes-Carreto, Ramón Vargas-De-León, Cruz Comput Math Methods Med Research Article The estimation of parameters in biomathematical models is useful to characterize quantitatively the dynamics of biological processes. In this paper, we consider some systems of ordinary differential equations (ODEs) modelling the viral dynamics in a cell culture. These models incorporate the loss of viral particles due to the absorption into target cells. We estimated the parameters of models by least-squares minimization between numerical solution of the system and experimental data of cell cultures. We derived a first integral or conserved quantity, and we proved the use of experimental data in order to test the conservation law. The systems have nonhyperbolic equilibrium points, and the conditions for their stability are obtained by using a Lyapunov function. We complemented these theoretical results with some numerical simulations. Hindawi 2019-03-03 /pmc/articles/PMC6421811/ /pubmed/30944575 http://dx.doi.org/10.1155/2019/2954041 Text en Copyright © 2019 Celia Martínez-Lázaro et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Martínez-Lázaro, Celia
Taneco-Hernández, Marco Antonio
Reyes-Carreto, Ramón
Vargas-De-León, Cruz
Existence of a Conserved Quantity and Stability of In Vitro Virus Infection Dynamics Models with Absorption Effect
title Existence of a Conserved Quantity and Stability of In Vitro Virus Infection Dynamics Models with Absorption Effect
title_full Existence of a Conserved Quantity and Stability of In Vitro Virus Infection Dynamics Models with Absorption Effect
title_fullStr Existence of a Conserved Quantity and Stability of In Vitro Virus Infection Dynamics Models with Absorption Effect
title_full_unstemmed Existence of a Conserved Quantity and Stability of In Vitro Virus Infection Dynamics Models with Absorption Effect
title_short Existence of a Conserved Quantity and Stability of In Vitro Virus Infection Dynamics Models with Absorption Effect
title_sort existence of a conserved quantity and stability of in vitro virus infection dynamics models with absorption effect
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6421811/
https://www.ncbi.nlm.nih.gov/pubmed/30944575
http://dx.doi.org/10.1155/2019/2954041
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