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A deterministic model for influenza infection with multiple strains and antigenic drift
We describe a multiple strain Susceptible Infected Recovered deterministic model for the spread of an influenza subtype within a population. The model incorporates appearance of new strains due to antigenic drift, and partial immunity to reinfection with related circulating strains. It also includes...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3780334/ https://www.ncbi.nlm.nih.gov/pubmed/23701386 http://dx.doi.org/10.1080/17513758.2013.801523 |
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author | Alfaro-Murillo, Jorge A. Towers, Sherry Feng, Zhilan |
author_facet | Alfaro-Murillo, Jorge A. Towers, Sherry Feng, Zhilan |
author_sort | Alfaro-Murillo, Jorge A. |
collection | PubMed |
description | We describe a multiple strain Susceptible Infected Recovered deterministic model for the spread of an influenza subtype within a population. The model incorporates appearance of new strains due to antigenic drift, and partial immunity to reinfection with related circulating strains. It also includes optional seasonal forcing of the transmission rate of the virus, which allows for comparison between temperate zones and the tropics. Our model is capable of reproducing observed qualitative patterns such as the overall annual outbreaks in the temperate region, a reduced magnitude and an increased frequency of outbreaks in the tropics, and the herald wave phenomenon. Our approach to modelling antigenic drift is novel and further modifications of this model may help improve the understanding of complex influenza dynamics. AMS Subject Classification: 92D30; 92D15 |
format | Online Article Text |
id | pubmed-3780334 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-37803342013-09-23 A deterministic model for influenza infection with multiple strains and antigenic drift Alfaro-Murillo, Jorge A. Towers, Sherry Feng, Zhilan J Biol Dyn Research Article We describe a multiple strain Susceptible Infected Recovered deterministic model for the spread of an influenza subtype within a population. The model incorporates appearance of new strains due to antigenic drift, and partial immunity to reinfection with related circulating strains. It also includes optional seasonal forcing of the transmission rate of the virus, which allows for comparison between temperate zones and the tropics. Our model is capable of reproducing observed qualitative patterns such as the overall annual outbreaks in the temperate region, a reduced magnitude and an increased frequency of outbreaks in the tropics, and the herald wave phenomenon. Our approach to modelling antigenic drift is novel and further modifications of this model may help improve the understanding of complex influenza dynamics. AMS Subject Classification: 92D30; 92D15 Taylor & Francis 2013-05-24 2013-12 /pmc/articles/PMC3780334/ /pubmed/23701386 http://dx.doi.org/10.1080/17513758.2013.801523 Text en © 2013 The Author(s). Published by Taylor & Francis. http://www.informaworld.com/mpp/uploads/iopenaccess_tcs.pdf This is an open access article distributed under the Supplemental Terms and Conditions for iOpenAccess articles published in Taylor & Francis journals (http://www.informaworld.com/mpp/uploads/iopenaccess_tcs.pdf) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Alfaro-Murillo, Jorge A. Towers, Sherry Feng, Zhilan A deterministic model for influenza infection with multiple strains and antigenic drift |
title | A deterministic model for influenza infection with multiple strains and antigenic drift |
title_full | A deterministic model for influenza infection with multiple strains and antigenic drift |
title_fullStr | A deterministic model for influenza infection with multiple strains and antigenic drift |
title_full_unstemmed | A deterministic model for influenza infection with multiple strains and antigenic drift |
title_short | A deterministic model for influenza infection with multiple strains and antigenic drift |
title_sort | deterministic model for influenza infection with multiple strains and antigenic drift |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3780334/ https://www.ncbi.nlm.nih.gov/pubmed/23701386 http://dx.doi.org/10.1080/17513758.2013.801523 |
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