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Optimal Control Strategy for Abnormal Innate Immune Response

Innate immune response plays an important role in control and clearance of pathogens following viral infection. However, in the majority of virus-infected individuals, the response is insufficient because viruses are known to use different evasion strategies to escape immune response. In this study,...

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Detalles Bibliográficos
Autores principales: Tan, Jinying, Zou, Xiufen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4407413/
https://www.ncbi.nlm.nih.gov/pubmed/25949271
http://dx.doi.org/10.1155/2015/386235
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author Tan, Jinying
Zou, Xiufen
author_facet Tan, Jinying
Zou, Xiufen
author_sort Tan, Jinying
collection PubMed
description Innate immune response plays an important role in control and clearance of pathogens following viral infection. However, in the majority of virus-infected individuals, the response is insufficient because viruses are known to use different evasion strategies to escape immune response. In this study, we use optimal control theory to investigate how to control the innate immune response. We present an optimal control model based on an ordinary-differential-equation system from a previous study, which investigated the dynamics and regulation of virus-triggered innate immune signaling pathways, and we prove the existence of a solution to the optimal control problem involving antiviral treatment or/and interferon therapy. We conduct numerical experiments to investigate the treatment effects of different control strategies through varying the cost function and control efficiency. The results show that a separate treatment, that is, only inhibiting viral replication (u (1)(t)) or enhancing interferon activity (u (2)(t)), has more advantages for controlling viral infection than a mixed treatment, that is, controlling both (u (1)(t)) and (u (2)(t)) simultaneously, including the smallest cost and operability. These findings would provide new insight for developing effective strategies for treatment of viral infectious diseases.
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spelling pubmed-44074132015-05-06 Optimal Control Strategy for Abnormal Innate Immune Response Tan, Jinying Zou, Xiufen Comput Math Methods Med Research Article Innate immune response plays an important role in control and clearance of pathogens following viral infection. However, in the majority of virus-infected individuals, the response is insufficient because viruses are known to use different evasion strategies to escape immune response. In this study, we use optimal control theory to investigate how to control the innate immune response. We present an optimal control model based on an ordinary-differential-equation system from a previous study, which investigated the dynamics and regulation of virus-triggered innate immune signaling pathways, and we prove the existence of a solution to the optimal control problem involving antiviral treatment or/and interferon therapy. We conduct numerical experiments to investigate the treatment effects of different control strategies through varying the cost function and control efficiency. The results show that a separate treatment, that is, only inhibiting viral replication (u (1)(t)) or enhancing interferon activity (u (2)(t)), has more advantages for controlling viral infection than a mixed treatment, that is, controlling both (u (1)(t)) and (u (2)(t)) simultaneously, including the smallest cost and operability. These findings would provide new insight for developing effective strategies for treatment of viral infectious diseases. Hindawi Publishing Corporation 2015 2015-04-08 /pmc/articles/PMC4407413/ /pubmed/25949271 http://dx.doi.org/10.1155/2015/386235 Text en Copyright © 2015 J. Tan and X. Zou. 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
Tan, Jinying
Zou, Xiufen
Optimal Control Strategy for Abnormal Innate Immune Response
title Optimal Control Strategy for Abnormal Innate Immune Response
title_full Optimal Control Strategy for Abnormal Innate Immune Response
title_fullStr Optimal Control Strategy for Abnormal Innate Immune Response
title_full_unstemmed Optimal Control Strategy for Abnormal Innate Immune Response
title_short Optimal Control Strategy for Abnormal Innate Immune Response
title_sort optimal control strategy for abnormal innate immune response
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4407413/
https://www.ncbi.nlm.nih.gov/pubmed/25949271
http://dx.doi.org/10.1155/2015/386235
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