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Asymptotic dynamics of some t-periodic one-dimensional model with application to prostate cancer immunotherapy
In the case of some specific cancers, immunotherapy is one of the possible treatments that can be considered. Our study is based on a mathematical model of patient-specific immunotherapy proposed in Kronik et al. (PLoS One 5(12):e15,482, 2010). This model was validated for clinical trials presented...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5018042/ https://www.ncbi.nlm.nih.gov/pubmed/26897354 http://dx.doi.org/10.1007/s00285-016-0978-4 |
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author | Foryś, U. Bodnar, M. Kogan, Y. |
author_facet | Foryś, U. Bodnar, M. Kogan, Y. |
author_sort | Foryś, U. |
collection | PubMed |
description | In the case of some specific cancers, immunotherapy is one of the possible treatments that can be considered. Our study is based on a mathematical model of patient-specific immunotherapy proposed in Kronik et al. (PLoS One 5(12):e15,482, 2010). This model was validated for clinical trials presented in Michael et al. (Clin Cancer Res 11(12):4469–4478, 2005). It consists of seven ordinary differential equations and its asymptotic dynamics can be described by some t-periodic one-dimensional dynamical system. In this paper we propose a generalised version of this t-periodic system and study the dynamics of the proposed model. We show that there are three possible types of the model behaviour: the solution either converges to zero, or diverges to infinity, or it is periodic. Moreover, the periodic solution is unique, and it divides the phase space into two sub-regions. The general results are applied to the PC specific case, which allow to derive conditions guaranteeing successful as well as unsuccessful treatment. The results indicate that a single vaccination is not sufficient to cure the cancer. |
format | Online Article Text |
id | pubmed-5018042 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-50180422016-09-20 Asymptotic dynamics of some t-periodic one-dimensional model with application to prostate cancer immunotherapy Foryś, U. Bodnar, M. Kogan, Y. J Math Biol Article In the case of some specific cancers, immunotherapy is one of the possible treatments that can be considered. Our study is based on a mathematical model of patient-specific immunotherapy proposed in Kronik et al. (PLoS One 5(12):e15,482, 2010). This model was validated for clinical trials presented in Michael et al. (Clin Cancer Res 11(12):4469–4478, 2005). It consists of seven ordinary differential equations and its asymptotic dynamics can be described by some t-periodic one-dimensional dynamical system. In this paper we propose a generalised version of this t-periodic system and study the dynamics of the proposed model. We show that there are three possible types of the model behaviour: the solution either converges to zero, or diverges to infinity, or it is periodic. Moreover, the periodic solution is unique, and it divides the phase space into two sub-regions. The general results are applied to the PC specific case, which allow to derive conditions guaranteeing successful as well as unsuccessful treatment. The results indicate that a single vaccination is not sufficient to cure the cancer. Springer Berlin Heidelberg 2016-02-20 2016 /pmc/articles/PMC5018042/ /pubmed/26897354 http://dx.doi.org/10.1007/s00285-016-0978-4 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Article Foryś, U. Bodnar, M. Kogan, Y. Asymptotic dynamics of some t-periodic one-dimensional model with application to prostate cancer immunotherapy |
title | Asymptotic dynamics of some t-periodic one-dimensional model with application to prostate cancer immunotherapy |
title_full | Asymptotic dynamics of some t-periodic one-dimensional model with application to prostate cancer immunotherapy |
title_fullStr | Asymptotic dynamics of some t-periodic one-dimensional model with application to prostate cancer immunotherapy |
title_full_unstemmed | Asymptotic dynamics of some t-periodic one-dimensional model with application to prostate cancer immunotherapy |
title_short | Asymptotic dynamics of some t-periodic one-dimensional model with application to prostate cancer immunotherapy |
title_sort | asymptotic dynamics of some t-periodic one-dimensional model with application to prostate cancer immunotherapy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5018042/ https://www.ncbi.nlm.nih.gov/pubmed/26897354 http://dx.doi.org/10.1007/s00285-016-0978-4 |
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