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Delay Differential Model for Tumour-Immune Response with Chemoimmunotherapy and Optimal Control
We present a delay differential model with optimal control that describes the interactions of the tumour cells and immune response cells with external therapy. The intracellular delay is incorporated into the model to justify the time required to stimulate the effector cells. The optimal control var...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4147205/ https://www.ncbi.nlm.nih.gov/pubmed/25197319 http://dx.doi.org/10.1155/2014/982978 |
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author | Rihan, F. A. Abdelrahman, D. H. Al-Maskari, F. Ibrahim, F. Abdeen, M. A. |
author_facet | Rihan, F. A. Abdelrahman, D. H. Al-Maskari, F. Ibrahim, F. Abdeen, M. A. |
author_sort | Rihan, F. A. |
collection | PubMed |
description | We present a delay differential model with optimal control that describes the interactions of the tumour cells and immune response cells with external therapy. The intracellular delay is incorporated into the model to justify the time required to stimulate the effector cells. The optimal control variables are incorporated to identify the best treatment strategy with minimum side effects by blocking the production of new tumour cells and keeping the number of normal cells above 75% of its carrying capacity. Existence of the optimal control pair and optimality system are established. Pontryagin's maximum principle is applicable to characterize the optimal controls. The model displays a tumour-free steady state and up to three coexisting steady states. The numerical results show that the optimal treatment strategies reduce the tumour cells load and increase the effector cells after a few days of therapy. The performance of combination therapy protocol of immunochemotherapy is better than the standard protocol of chemotherapy alone. |
format | Online Article Text |
id | pubmed-4147205 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-41472052014-09-07 Delay Differential Model for Tumour-Immune Response with Chemoimmunotherapy and Optimal Control Rihan, F. A. Abdelrahman, D. H. Al-Maskari, F. Ibrahim, F. Abdeen, M. A. Comput Math Methods Med Research Article We present a delay differential model with optimal control that describes the interactions of the tumour cells and immune response cells with external therapy. The intracellular delay is incorporated into the model to justify the time required to stimulate the effector cells. The optimal control variables are incorporated to identify the best treatment strategy with minimum side effects by blocking the production of new tumour cells and keeping the number of normal cells above 75% of its carrying capacity. Existence of the optimal control pair and optimality system are established. Pontryagin's maximum principle is applicable to characterize the optimal controls. The model displays a tumour-free steady state and up to three coexisting steady states. The numerical results show that the optimal treatment strategies reduce the tumour cells load and increase the effector cells after a few days of therapy. The performance of combination therapy protocol of immunochemotherapy is better than the standard protocol of chemotherapy alone. Hindawi Publishing Corporation 2014 2014-08-14 /pmc/articles/PMC4147205/ /pubmed/25197319 http://dx.doi.org/10.1155/2014/982978 Text en Copyright © 2014 F. A. Rihan et al. https://creativecommons.org/licenses/by/3.0/ 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 Rihan, F. A. Abdelrahman, D. H. Al-Maskari, F. Ibrahim, F. Abdeen, M. A. Delay Differential Model for Tumour-Immune Response with Chemoimmunotherapy and Optimal Control |
title | Delay Differential Model for Tumour-Immune Response with Chemoimmunotherapy and Optimal Control |
title_full | Delay Differential Model for Tumour-Immune Response with Chemoimmunotherapy and Optimal Control |
title_fullStr | Delay Differential Model for Tumour-Immune Response with Chemoimmunotherapy and Optimal Control |
title_full_unstemmed | Delay Differential Model for Tumour-Immune Response with Chemoimmunotherapy and Optimal Control |
title_short | Delay Differential Model for Tumour-Immune Response with Chemoimmunotherapy and Optimal Control |
title_sort | delay differential model for tumour-immune response with chemoimmunotherapy and optimal control |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4147205/ https://www.ncbi.nlm.nih.gov/pubmed/25197319 http://dx.doi.org/10.1155/2014/982978 |
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