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Climate Change Could Increase the Geographic Extent of Hendra Virus Spillover Risk

Disease risk mapping is important for predicting and mitigating impacts of bat-borne viruses, including Hendra virus (Paramyxoviridae:Henipavirus), that can spillover to domestic animals and thence to humans. We produced two models to estimate areas at potential risk of HeV spillover explained by th...

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Autores principales: Martin, Gerardo, Yanez-Arenas, Carlos, Chen, Carla, Plowright, Raina K., Webb, Rebecca J., Skerratt, Lee F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6245089/
https://www.ncbi.nlm.nih.gov/pubmed/29556762
http://dx.doi.org/10.1007/s10393-018-1322-9
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author Martin, Gerardo
Yanez-Arenas, Carlos
Chen, Carla
Plowright, Raina K.
Webb, Rebecca J.
Skerratt, Lee F.
author_facet Martin, Gerardo
Yanez-Arenas, Carlos
Chen, Carla
Plowright, Raina K.
Webb, Rebecca J.
Skerratt, Lee F.
author_sort Martin, Gerardo
collection PubMed
description Disease risk mapping is important for predicting and mitigating impacts of bat-borne viruses, including Hendra virus (Paramyxoviridae:Henipavirus), that can spillover to domestic animals and thence to humans. We produced two models to estimate areas at potential risk of HeV spillover explained by the climatic suitability for its flying fox reservoir hosts, Pteropus alecto and P. conspicillatus. We included additional climatic variables that might affect spillover risk through other biological processes (such as bat or horse behaviour, plant phenology and bat foraging habitat). Models were fit with a Poisson point process model and a log-Gaussian Cox process. In response to climate change, risk expanded southwards due to an expansion of P. alecto suitable habitat, which increased the number of horses at risk by 175–260% (110,000–165,000). In the northern limits of the current distribution, spillover risk was highly uncertain because of model extrapolation to novel climatic conditions. The extent of areas at risk of spillover from P. conspicillatus was predicted shrink. Due to a likely expansion of P. alecto into these areas, it could replace P. conspicillatus as the main HeV reservoir. We recommend: (1) HeV monitoring in bats, (2) enhancing HeV prevention in horses in areas predicted to be at risk, (3) investigate and develop mitigation strategies for areas that could experience reservoir host replacements. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10393-018-1322-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-62450892018-12-04 Climate Change Could Increase the Geographic Extent of Hendra Virus Spillover Risk Martin, Gerardo Yanez-Arenas, Carlos Chen, Carla Plowright, Raina K. Webb, Rebecca J. Skerratt, Lee F. Ecohealth Original Contribution Disease risk mapping is important for predicting and mitigating impacts of bat-borne viruses, including Hendra virus (Paramyxoviridae:Henipavirus), that can spillover to domestic animals and thence to humans. We produced two models to estimate areas at potential risk of HeV spillover explained by the climatic suitability for its flying fox reservoir hosts, Pteropus alecto and P. conspicillatus. We included additional climatic variables that might affect spillover risk through other biological processes (such as bat or horse behaviour, plant phenology and bat foraging habitat). Models were fit with a Poisson point process model and a log-Gaussian Cox process. In response to climate change, risk expanded southwards due to an expansion of P. alecto suitable habitat, which increased the number of horses at risk by 175–260% (110,000–165,000). In the northern limits of the current distribution, spillover risk was highly uncertain because of model extrapolation to novel climatic conditions. The extent of areas at risk of spillover from P. conspicillatus was predicted shrink. Due to a likely expansion of P. alecto into these areas, it could replace P. conspicillatus as the main HeV reservoir. We recommend: (1) HeV monitoring in bats, (2) enhancing HeV prevention in horses in areas predicted to be at risk, (3) investigate and develop mitigation strategies for areas that could experience reservoir host replacements. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s10393-018-1322-9) contains supplementary material, which is available to authorized users. Springer US 2018-03-19 2018 /pmc/articles/PMC6245089/ /pubmed/29556762 http://dx.doi.org/10.1007/s10393-018-1322-9 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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.
spellingShingle Original Contribution
Martin, Gerardo
Yanez-Arenas, Carlos
Chen, Carla
Plowright, Raina K.
Webb, Rebecca J.
Skerratt, Lee F.
Climate Change Could Increase the Geographic Extent of Hendra Virus Spillover Risk
title Climate Change Could Increase the Geographic Extent of Hendra Virus Spillover Risk
title_full Climate Change Could Increase the Geographic Extent of Hendra Virus Spillover Risk
title_fullStr Climate Change Could Increase the Geographic Extent of Hendra Virus Spillover Risk
title_full_unstemmed Climate Change Could Increase the Geographic Extent of Hendra Virus Spillover Risk
title_short Climate Change Could Increase the Geographic Extent of Hendra Virus Spillover Risk
title_sort climate change could increase the geographic extent of hendra virus spillover risk
topic Original Contribution
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6245089/
https://www.ncbi.nlm.nih.gov/pubmed/29556762
http://dx.doi.org/10.1007/s10393-018-1322-9
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