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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2018
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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. |
format | Online Article Text |
id | pubmed-6136569 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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