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A Mathematical Model of Chikungunya Dynamics and Control: The Major Epidemic on Réunion Island
Chikungunya is a re-emerging arboviral disease transmitted by Aedes spp. mosquitoes. Although principally endemic to Africa and Asia, recent outbreaks have occurred in Europe following introductions by returning travellers. A particularly large outbreak occurred on Réunion Island in 2006, the publis...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3590184/ https://www.ncbi.nlm.nih.gov/pubmed/23554860 http://dx.doi.org/10.1371/journal.pone.0057448 |
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author | Yakob, Laith Clements, Archie C. A. |
author_facet | Yakob, Laith Clements, Archie C. A. |
author_sort | Yakob, Laith |
collection | PubMed |
description | Chikungunya is a re-emerging arboviral disease transmitted by Aedes spp. mosquitoes. Although principally endemic to Africa and Asia, recent outbreaks have occurred in Europe following introductions by returning travellers. A particularly large outbreak occurred on Réunion Island in 2006, the published data from which forms the basis of the current study. A simple, deterministic mathematical model of the transmission of the virus between humans and mosquitoes was constructed and parameterised with the up-to-date literature on infection biology. The model is fitted to the large Réunion epidemic, resulting in an estimate of 4.1 for the type reproduction number of chikungunya. Although simplistic, the model provided a close approximation of both the peak incidence of the outbreak and the final epidemic size. Sensitivity analysis using Monte Carlo simulation demonstrated the strong influence that both the latent period of infection in humans and the pre-patent period have on these two epidemiological outcomes. We show why separating these variables, which are epidemiologically distinct in chikungunya infections, is not only necessary for accurate model fitting but also important in informing control. |
format | Online Article Text |
id | pubmed-3590184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-35901842013-04-02 A Mathematical Model of Chikungunya Dynamics and Control: The Major Epidemic on Réunion Island Yakob, Laith Clements, Archie C. A. PLoS One Research Article Chikungunya is a re-emerging arboviral disease transmitted by Aedes spp. mosquitoes. Although principally endemic to Africa and Asia, recent outbreaks have occurred in Europe following introductions by returning travellers. A particularly large outbreak occurred on Réunion Island in 2006, the published data from which forms the basis of the current study. A simple, deterministic mathematical model of the transmission of the virus between humans and mosquitoes was constructed and parameterised with the up-to-date literature on infection biology. The model is fitted to the large Réunion epidemic, resulting in an estimate of 4.1 for the type reproduction number of chikungunya. Although simplistic, the model provided a close approximation of both the peak incidence of the outbreak and the final epidemic size. Sensitivity analysis using Monte Carlo simulation demonstrated the strong influence that both the latent period of infection in humans and the pre-patent period have on these two epidemiological outcomes. We show why separating these variables, which are epidemiologically distinct in chikungunya infections, is not only necessary for accurate model fitting but also important in informing control. Public Library of Science 2013-03-06 /pmc/articles/PMC3590184/ /pubmed/23554860 http://dx.doi.org/10.1371/journal.pone.0057448 Text en © 2013 Yakob, Clements http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Yakob, Laith Clements, Archie C. A. A Mathematical Model of Chikungunya Dynamics and Control: The Major Epidemic on Réunion Island |
title | A Mathematical Model of Chikungunya Dynamics and Control: The Major Epidemic on Réunion Island |
title_full | A Mathematical Model of Chikungunya Dynamics and Control: The Major Epidemic on Réunion Island |
title_fullStr | A Mathematical Model of Chikungunya Dynamics and Control: The Major Epidemic on Réunion Island |
title_full_unstemmed | A Mathematical Model of Chikungunya Dynamics and Control: The Major Epidemic on Réunion Island |
title_short | A Mathematical Model of Chikungunya Dynamics and Control: The Major Epidemic on Réunion Island |
title_sort | mathematical model of chikungunya dynamics and control: the major epidemic on réunion island |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3590184/ https://www.ncbi.nlm.nih.gov/pubmed/23554860 http://dx.doi.org/10.1371/journal.pone.0057448 |
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