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Integrated Mapping of Establishment Risk for Emerging Vector-Borne Infections: A Case Study of Canine Leishmaniasis in Southwest France

BACKGROUND: Zoonotic visceral leishmaniasis is endemic in the Mediterranean Basin, where the dog is the main reservoir host. The disease's causative agent, Leishmania infantum, is transmitted by blood-feeding female sandflies. This paper reports an integrative study of canine leishmaniasis in a...

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Autores principales: Hartemink, Nienke, Vanwambeke, Sophie O., Heesterbeek, Hans, Rogers, David, Morley, David, Pesson, Bernard, Davies, Clive, Mahamdallie, Shazia, Ready, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3153454/
https://www.ncbi.nlm.nih.gov/pubmed/21857899
http://dx.doi.org/10.1371/journal.pone.0020817
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author Hartemink, Nienke
Vanwambeke, Sophie O.
Heesterbeek, Hans
Rogers, David
Morley, David
Pesson, Bernard
Davies, Clive
Mahamdallie, Shazia
Ready, Paul
author_facet Hartemink, Nienke
Vanwambeke, Sophie O.
Heesterbeek, Hans
Rogers, David
Morley, David
Pesson, Bernard
Davies, Clive
Mahamdallie, Shazia
Ready, Paul
author_sort Hartemink, Nienke
collection PubMed
description BACKGROUND: Zoonotic visceral leishmaniasis is endemic in the Mediterranean Basin, where the dog is the main reservoir host. The disease's causative agent, Leishmania infantum, is transmitted by blood-feeding female sandflies. This paper reports an integrative study of canine leishmaniasis in a region of France spanning the southwest Massif Central and the northeast Pyrenees, where the vectors are the sandflies Phlebotomus ariasi and P. perniciosus. METHODS: Sandflies were sampled in 2005 using sticky traps placed uniformly over an area of approximately 100 by 150 km. High- and low-resolution satellite data for the area were combined to construct a model of the sandfly data, which was then used to predict sandfly abundance throughout the area on a pixel by pixel basis (resolution of c. 1 km). Using literature- and expert-derived estimates of other variables and parameters, a spatially explicit R (0) map for leishmaniasis was constructed within a Geographical Information System. R (0) is a measure of the risk of establishment of a disease in an area, and it also correlates with the amount of control needed to stop transmission. CONCLUSIONS: To our knowledge, this is the first analysis that combines a vector abundance prediction model, based on remotely-sensed variables measured at different levels of spatial resolution, with a fully mechanistic process-based temperature-dependent R (0) model. The resulting maps should be considered as proofs-of-principle rather than as ready-to-use risk maps, since validation is currently not possible. The described approach, based on integrating several modeling methods, provides a useful new set of tools for the study of the risk of outbreaks of vector-borne diseases.
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spelling pubmed-31534542011-08-19 Integrated Mapping of Establishment Risk for Emerging Vector-Borne Infections: A Case Study of Canine Leishmaniasis in Southwest France Hartemink, Nienke Vanwambeke, Sophie O. Heesterbeek, Hans Rogers, David Morley, David Pesson, Bernard Davies, Clive Mahamdallie, Shazia Ready, Paul PLoS One Research Article BACKGROUND: Zoonotic visceral leishmaniasis is endemic in the Mediterranean Basin, where the dog is the main reservoir host. The disease's causative agent, Leishmania infantum, is transmitted by blood-feeding female sandflies. This paper reports an integrative study of canine leishmaniasis in a region of France spanning the southwest Massif Central and the northeast Pyrenees, where the vectors are the sandflies Phlebotomus ariasi and P. perniciosus. METHODS: Sandflies were sampled in 2005 using sticky traps placed uniformly over an area of approximately 100 by 150 km. High- and low-resolution satellite data for the area were combined to construct a model of the sandfly data, which was then used to predict sandfly abundance throughout the area on a pixel by pixel basis (resolution of c. 1 km). Using literature- and expert-derived estimates of other variables and parameters, a spatially explicit R (0) map for leishmaniasis was constructed within a Geographical Information System. R (0) is a measure of the risk of establishment of a disease in an area, and it also correlates with the amount of control needed to stop transmission. CONCLUSIONS: To our knowledge, this is the first analysis that combines a vector abundance prediction model, based on remotely-sensed variables measured at different levels of spatial resolution, with a fully mechanistic process-based temperature-dependent R (0) model. The resulting maps should be considered as proofs-of-principle rather than as ready-to-use risk maps, since validation is currently not possible. The described approach, based on integrating several modeling methods, provides a useful new set of tools for the study of the risk of outbreaks of vector-borne diseases. Public Library of Science 2011-08-09 /pmc/articles/PMC3153454/ /pubmed/21857899 http://dx.doi.org/10.1371/journal.pone.0020817 Text en Hartemink et al. 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
Hartemink, Nienke
Vanwambeke, Sophie O.
Heesterbeek, Hans
Rogers, David
Morley, David
Pesson, Bernard
Davies, Clive
Mahamdallie, Shazia
Ready, Paul
Integrated Mapping of Establishment Risk for Emerging Vector-Borne Infections: A Case Study of Canine Leishmaniasis in Southwest France
title Integrated Mapping of Establishment Risk for Emerging Vector-Borne Infections: A Case Study of Canine Leishmaniasis in Southwest France
title_full Integrated Mapping of Establishment Risk for Emerging Vector-Borne Infections: A Case Study of Canine Leishmaniasis in Southwest France
title_fullStr Integrated Mapping of Establishment Risk for Emerging Vector-Borne Infections: A Case Study of Canine Leishmaniasis in Southwest France
title_full_unstemmed Integrated Mapping of Establishment Risk for Emerging Vector-Borne Infections: A Case Study of Canine Leishmaniasis in Southwest France
title_short Integrated Mapping of Establishment Risk for Emerging Vector-Borne Infections: A Case Study of Canine Leishmaniasis in Southwest France
title_sort integrated mapping of establishment risk for emerging vector-borne infections: a case study of canine leishmaniasis in southwest france
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3153454/
https://www.ncbi.nlm.nih.gov/pubmed/21857899
http://dx.doi.org/10.1371/journal.pone.0020817
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