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Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction number
West Nile virus (WNV) is a mosquito-borne flavivirus which has caused repeated outbreaks in humans in southern and central Europe, but thus far not in northern Europe. The main mosquito vector for WNV, Culex pipiens, consists of two behaviourally distinct biotypes, pipiens and molestus, which can fo...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5504010/ https://www.ncbi.nlm.nih.gov/pubmed/28694450 http://dx.doi.org/10.1038/s41598-017-05185-4 |
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author | Vogels, Chantal B. F. Hartemink, Nienke Koenraadt, Constantianus J. M. |
author_facet | Vogels, Chantal B. F. Hartemink, Nienke Koenraadt, Constantianus J. M. |
author_sort | Vogels, Chantal B. F. |
collection | PubMed |
description | West Nile virus (WNV) is a mosquito-borne flavivirus which has caused repeated outbreaks in humans in southern and central Europe, but thus far not in northern Europe. The main mosquito vector for WNV, Culex pipiens, consists of two behaviourally distinct biotypes, pipiens and molestus, which can form hybrids. Differences between biotypes, such as vector competence and host preference, could be important in determining the risk of WNV outbreaks. Risks for WNV establishment can be modelled with basic reproduction number (R (0)) models. However, existing R (0) models have not differentiated between biotypes. The aim of this study was, therefore, to explore the role of temperature-dependent and biotype-specific effects on the risk of WNV establishment in Europe. We developed an R (0) model with temperature-dependent and biotype-specific parameters, and calculated R (0) values using the next-generation matrix for several scenarios relevant for Europe. In addition, elasticity analysis was done to investigate the contribution of each biotype to R (0). Global warming and increased mosquito-to-host ratios can possibly result in more intense WNV circulation in birds and spill-over to humans in northern Europe. Different contributions of the Cx. pipiens biotypes to R (0) shows the importance of including biotype-specific parameters in models for reliable WNV risk assessments. |
format | Online Article Text |
id | pubmed-5504010 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55040102017-07-12 Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction number Vogels, Chantal B. F. Hartemink, Nienke Koenraadt, Constantianus J. M. Sci Rep Article West Nile virus (WNV) is a mosquito-borne flavivirus which has caused repeated outbreaks in humans in southern and central Europe, but thus far not in northern Europe. The main mosquito vector for WNV, Culex pipiens, consists of two behaviourally distinct biotypes, pipiens and molestus, which can form hybrids. Differences between biotypes, such as vector competence and host preference, could be important in determining the risk of WNV outbreaks. Risks for WNV establishment can be modelled with basic reproduction number (R (0)) models. However, existing R (0) models have not differentiated between biotypes. The aim of this study was, therefore, to explore the role of temperature-dependent and biotype-specific effects on the risk of WNV establishment in Europe. We developed an R (0) model with temperature-dependent and biotype-specific parameters, and calculated R (0) values using the next-generation matrix for several scenarios relevant for Europe. In addition, elasticity analysis was done to investigate the contribution of each biotype to R (0). Global warming and increased mosquito-to-host ratios can possibly result in more intense WNV circulation in birds and spill-over to humans in northern Europe. Different contributions of the Cx. pipiens biotypes to R (0) shows the importance of including biotype-specific parameters in models for reliable WNV risk assessments. Nature Publishing Group UK 2017-07-10 /pmc/articles/PMC5504010/ /pubmed/28694450 http://dx.doi.org/10.1038/s41598-017-05185-4 Text en © The Author(s) 2017 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 Vogels, Chantal B. F. Hartemink, Nienke Koenraadt, Constantianus J. M. Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction number |
title | Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction number |
title_full | Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction number |
title_fullStr | Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction number |
title_full_unstemmed | Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction number |
title_short | Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction number |
title_sort | modelling west nile virus transmission risk in europe: effect of temperature and mosquito biotypes on the basic reproduction number |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5504010/ https://www.ncbi.nlm.nih.gov/pubmed/28694450 http://dx.doi.org/10.1038/s41598-017-05185-4 |
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