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A model of bi-mode transmission dynamics of hepatitis C with optimal control
In this paper, we present a rigorous mathematical analysis of a deterministic model for the transmission dynamics of hepatitis C. The model is suitable for populations where two frequent modes of transmission of hepatitis C virus, namely unsafe blood transfusions and intravenous drug use, are domina...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7091180/ https://www.ncbi.nlm.nih.gov/pubmed/24374404 http://dx.doi.org/10.1007/s12064-013-0197-0 |
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author | Imran, Mudassar Rafique, Hassan Khan, Adnan Malik, Tufail |
author_facet | Imran, Mudassar Rafique, Hassan Khan, Adnan Malik, Tufail |
author_sort | Imran, Mudassar |
collection | PubMed |
description | In this paper, we present a rigorous mathematical analysis of a deterministic model for the transmission dynamics of hepatitis C. The model is suitable for populations where two frequent modes of transmission of hepatitis C virus, namely unsafe blood transfusions and intravenous drug use, are dominant. The susceptible population is divided into two distinct compartments, the intravenous drug users and individuals undergoing unsafe blood transfusions. Individuals belonging to each compartment may develop acute and then possibly chronic infections. Chronically infected individuals may be quarantined. The analysis indicates that the eradication and persistence of the disease is completely determined by the magnitude of basic reproduction number R (c). It is shown that for the basic reproduction number R (c) < 1, the disease-free equilibrium is locally and globally asymptotically stable. For R (c) > 1, an endemic equilibrium exists and the disease is uniformly persistent. In addition, we present the uncertainty and sensitivity analyses to investigate the influence of different important model parameters on the disease prevalence. When the infected population persists, we have designed a time-dependent optimal quarantine strategy to minimize it. The Pontryagin’s Maximum Principle is used to characterize the optimal control in terms of an optimality system which is solved numerically. Numerical results for the optimal control are compared against the constant controls and their efficiency is discussed. |
format | Online Article Text |
id | pubmed-7091180 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-70911802020-03-24 A model of bi-mode transmission dynamics of hepatitis C with optimal control Imran, Mudassar Rafique, Hassan Khan, Adnan Malik, Tufail Theory Biosci Original Paper In this paper, we present a rigorous mathematical analysis of a deterministic model for the transmission dynamics of hepatitis C. The model is suitable for populations where two frequent modes of transmission of hepatitis C virus, namely unsafe blood transfusions and intravenous drug use, are dominant. The susceptible population is divided into two distinct compartments, the intravenous drug users and individuals undergoing unsafe blood transfusions. Individuals belonging to each compartment may develop acute and then possibly chronic infections. Chronically infected individuals may be quarantined. The analysis indicates that the eradication and persistence of the disease is completely determined by the magnitude of basic reproduction number R (c). It is shown that for the basic reproduction number R (c) < 1, the disease-free equilibrium is locally and globally asymptotically stable. For R (c) > 1, an endemic equilibrium exists and the disease is uniformly persistent. In addition, we present the uncertainty and sensitivity analyses to investigate the influence of different important model parameters on the disease prevalence. When the infected population persists, we have designed a time-dependent optimal quarantine strategy to minimize it. The Pontryagin’s Maximum Principle is used to characterize the optimal control in terms of an optimality system which is solved numerically. Numerical results for the optimal control are compared against the constant controls and their efficiency is discussed. Springer Berlin Heidelberg 2013-12-30 2014 /pmc/articles/PMC7091180/ /pubmed/24374404 http://dx.doi.org/10.1007/s12064-013-0197-0 Text en © Springer-Verlag Berlin Heidelberg 2013 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Paper Imran, Mudassar Rafique, Hassan Khan, Adnan Malik, Tufail A model of bi-mode transmission dynamics of hepatitis C with optimal control |
title | A model of bi-mode transmission dynamics of hepatitis C with optimal control |
title_full | A model of bi-mode transmission dynamics of hepatitis C with optimal control |
title_fullStr | A model of bi-mode transmission dynamics of hepatitis C with optimal control |
title_full_unstemmed | A model of bi-mode transmission dynamics of hepatitis C with optimal control |
title_short | A model of bi-mode transmission dynamics of hepatitis C with optimal control |
title_sort | model of bi-mode transmission dynamics of hepatitis c with optimal control |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7091180/ https://www.ncbi.nlm.nih.gov/pubmed/24374404 http://dx.doi.org/10.1007/s12064-013-0197-0 |
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