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Mathematical Analysis of Influenza A Dynamics in the Emergence of Drug Resistance

Every year, influenza causes high morbidity and mortality especially among the immunocompromised persons worldwide. The emergence of drug resistance has been a major challenge in curbing the spread of influenza. In this paper, a mathematical model is formulated and used to analyze the transmission d...

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Autores principales: Kanyiri, Caroline W., Mark, Kimathi, Luboobi, Livingstone
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6136569/
https://www.ncbi.nlm.nih.gov/pubmed/30245737
http://dx.doi.org/10.1155/2018/2434560
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author Kanyiri, Caroline W.
Mark, Kimathi
Luboobi, Livingstone
author_facet Kanyiri, Caroline W.
Mark, Kimathi
Luboobi, Livingstone
author_sort Kanyiri, Caroline W.
collection PubMed
description Every year, influenza causes high morbidity and mortality especially among the immunocompromised persons worldwide. The emergence of drug resistance has been a major challenge in curbing the spread of influenza. In this paper, a mathematical model is formulated and used to analyze the transmission dynamics of influenza A virus having incorporated the aspect of drug resistance. The qualitative analysis of the model is given in terms of the control reproduction number, R(c). The model equilibria are computed and stability analysis carried out. The model is found to exhibit backward bifurcation prompting the need to lower R(c) to a critical value R(c)(∗) for effective disease control. Sensitivity analysis results reveal that vaccine efficacy is the parameter with the most control over the spread of influenza. Numerical simulations reveal that despite vaccination reducing the reproduction number below unity, influenza still persists in the population. Hence, it is essential, in addition to vaccination, to apply other strategies to curb the spread of influenza.
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spelling pubmed-61365692018-09-23 Mathematical Analysis of Influenza A Dynamics in the Emergence of Drug Resistance Kanyiri, Caroline W. Mark, Kimathi Luboobi, Livingstone Comput Math Methods Med Research Article Every year, influenza causes high morbidity and mortality especially among the immunocompromised persons worldwide. The emergence of drug resistance has been a major challenge in curbing the spread of influenza. In this paper, a mathematical model is formulated and used to analyze the transmission dynamics of influenza A virus having incorporated the aspect of drug resistance. The qualitative analysis of the model is given in terms of the control reproduction number, R(c). The model equilibria are computed and stability analysis carried out. The model is found to exhibit backward bifurcation prompting the need to lower R(c) to a critical value R(c)(∗) for effective disease control. Sensitivity analysis results reveal that vaccine efficacy is the parameter with the most control over the spread of influenza. Numerical simulations reveal that despite vaccination reducing the reproduction number below unity, influenza still persists in the population. Hence, it is essential, in addition to vaccination, to apply other strategies to curb the spread of influenza. Hindawi 2018-08-29 /pmc/articles/PMC6136569/ /pubmed/30245737 http://dx.doi.org/10.1155/2018/2434560 Text en Copyright © 2018 Caroline W. Kanyiri et al. http://creativecommons.org/licenses/by/4.0/ 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
Kanyiri, Caroline W.
Mark, Kimathi
Luboobi, Livingstone
Mathematical Analysis of Influenza A Dynamics in the Emergence of Drug Resistance
title Mathematical Analysis of Influenza A Dynamics in the Emergence of Drug Resistance
title_full Mathematical Analysis of Influenza A Dynamics in the Emergence of Drug Resistance
title_fullStr Mathematical Analysis of Influenza A Dynamics in the Emergence of Drug Resistance
title_full_unstemmed Mathematical Analysis of Influenza A Dynamics in the Emergence of Drug Resistance
title_short Mathematical Analysis of Influenza A Dynamics in the Emergence of Drug Resistance
title_sort mathematical analysis of influenza a dynamics in the emergence of drug resistance
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6136569/
https://www.ncbi.nlm.nih.gov/pubmed/30245737
http://dx.doi.org/10.1155/2018/2434560
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