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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,...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2015
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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. |
format | Online Article Text |
id | pubmed-4407413 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT tanjinying optimalcontrolstrategyforabnormalinnateimmuneresponse AT zouxiufen optimalcontrolstrategyforabnormalinnateimmuneresponse |