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Impact of weather seasonality and sexual transmission on the spread of Zika fever
We establish a compartmental model to study the transmission of Zika virus disease including spread through sexual contacts and the role of asymptomatic carriers. To incorporate the impact of the seasonality of weather on the spread of Zika, we apply a nonautonomous model with time-dependent mosquit...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6863851/ https://www.ncbi.nlm.nih.gov/pubmed/31745123 http://dx.doi.org/10.1038/s41598-019-53062-z |
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author | Dénes, Attila Ibrahim, Mahmoud A. Oluoch, Lillian Tekeli, Miklós Tekeli, Tamás |
author_facet | Dénes, Attila Ibrahim, Mahmoud A. Oluoch, Lillian Tekeli, Miklós Tekeli, Tamás |
author_sort | Dénes, Attila |
collection | PubMed |
description | We establish a compartmental model to study the transmission of Zika virus disease including spread through sexual contacts and the role of asymptomatic carriers. To incorporate the impact of the seasonality of weather on the spread of Zika, we apply a nonautonomous model with time-dependent mosquito birth rate and biting rate, which allows us to explain the differing outcome of the epidemic in different countries of South America: using Latin Hypercube Sampling for fitting, we were able to reproduce the different outcomes of the disease in various countries. Sensitivity analysis shows that, although the most important factors in Zika transmission are the birth rate of mosquitoes and the transmission rate from mosquitoes to humans, spread through sexual contacts also highly contributes to the transmission of Zika virus: our study suggests that the practice of safe sex among those who have possibly contracted the disease, can significantly reduce the number of Zika cases. |
format | Online Article Text |
id | pubmed-6863851 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68638512019-12-03 Impact of weather seasonality and sexual transmission on the spread of Zika fever Dénes, Attila Ibrahim, Mahmoud A. Oluoch, Lillian Tekeli, Miklós Tekeli, Tamás Sci Rep Article We establish a compartmental model to study the transmission of Zika virus disease including spread through sexual contacts and the role of asymptomatic carriers. To incorporate the impact of the seasonality of weather on the spread of Zika, we apply a nonautonomous model with time-dependent mosquito birth rate and biting rate, which allows us to explain the differing outcome of the epidemic in different countries of South America: using Latin Hypercube Sampling for fitting, we were able to reproduce the different outcomes of the disease in various countries. Sensitivity analysis shows that, although the most important factors in Zika transmission are the birth rate of mosquitoes and the transmission rate from mosquitoes to humans, spread through sexual contacts also highly contributes to the transmission of Zika virus: our study suggests that the practice of safe sex among those who have possibly contracted the disease, can significantly reduce the number of Zika cases. Nature Publishing Group UK 2019-11-19 /pmc/articles/PMC6863851/ /pubmed/31745123 http://dx.doi.org/10.1038/s41598-019-53062-z Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Dénes, Attila Ibrahim, Mahmoud A. Oluoch, Lillian Tekeli, Miklós Tekeli, Tamás Impact of weather seasonality and sexual transmission on the spread of Zika fever |
title | Impact of weather seasonality and sexual transmission on the spread of Zika fever |
title_full | Impact of weather seasonality and sexual transmission on the spread of Zika fever |
title_fullStr | Impact of weather seasonality and sexual transmission on the spread of Zika fever |
title_full_unstemmed | Impact of weather seasonality and sexual transmission on the spread of Zika fever |
title_short | Impact of weather seasonality and sexual transmission on the spread of Zika fever |
title_sort | impact of weather seasonality and sexual transmission on the spread of zika fever |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6863851/ https://www.ncbi.nlm.nih.gov/pubmed/31745123 http://dx.doi.org/10.1038/s41598-019-53062-z |
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