Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction number

Abstract 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, whi...

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Main Authors: Chantal B. F. Vogels, Nienke Hartemink, Constantianus J. M. Koenraadt
Format: Article
Language:English
Published: Nature Publishing Group 2017-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-05185-4
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spelling doaj-de0ca6109cb64c1eb9fe674504dd842c2020-12-08T02:28:24ZengNature Publishing GroupScientific Reports2045-23222017-07-017111110.1038/s41598-017-05185-4Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction numberChantal B. F. Vogels0Nienke Hartemink1Constantianus J. M. Koenraadt2Laboratory of Entomology, Wageningen University & ResearchTheoretical Ecology group, Institute for Biodiversity and Ecosystem Dynamics, University of AmsterdamLaboratory of Entomology, Wageningen University & ResearchAbstract 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.https://doi.org/10.1038/s41598-017-05185-4
collection DOAJ
language English
format Article
sources DOAJ
author Chantal B. F. Vogels
Nienke Hartemink
Constantianus J. M. Koenraadt
spellingShingle Chantal B. F. Vogels
Nienke Hartemink
Constantianus J. M. Koenraadt
Modelling West Nile virus transmission risk in Europe: effect of temperature and mosquito biotypes on the basic reproduction number
Scientific Reports
author_facet Chantal B. F. Vogels
Nienke Hartemink
Constantianus J. M. Koenraadt
author_sort Chantal B. F. Vogels
title 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_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_sort modelling west nile virus transmission risk in europe: effect of temperature and mosquito biotypes on the basic reproduction number
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-07-01
description Abstract 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.
url https://doi.org/10.1038/s41598-017-05185-4
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