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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2019
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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. |
format | Online Article Text |
id | pubmed-6421811 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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