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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Main Authors: Nienke Hartemink, Sophie O Vanwambeke, Hans Heesterbeek, David Rogers, David Morley, Bernard Pesson, Clive Davies, Shazia Mahamdallie, Paul Ready
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2011-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3153454?pdf=render
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spelling doaj-33aafa0df162445b9303890f58456dbc2020-11-25T02:00:15ZengPublic Library of Science (PLoS)PLoS ONE1932-62032011-01-0168e2081710.1371/journal.pone.0020817Integrated mapping of establishment risk for emerging vector-borne infections: a case study of canine leishmaniasis in southwest France.Nienke HarteminkSophie O VanwambekeHans HeesterbeekDavid RogersDavid MorleyBernard PessonClive DaviesShazia MahamdalliePaul ReadyBACKGROUND: 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.http://europepmc.org/articles/PMC3153454?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Nienke Hartemink
Sophie O Vanwambeke
Hans Heesterbeek
David Rogers
David Morley
Bernard Pesson
Clive Davies
Shazia Mahamdallie
Paul Ready
spellingShingle Nienke Hartemink
Sophie O Vanwambeke
Hans Heesterbeek
David Rogers
David Morley
Bernard Pesson
Clive Davies
Shazia Mahamdallie
Paul Ready
Integrated mapping of establishment risk for emerging vector-borne infections: a case study of canine leishmaniasis in southwest France.
PLoS ONE
author_facet Nienke Hartemink
Sophie O Vanwambeke
Hans Heesterbeek
David Rogers
David Morley
Bernard Pesson
Clive Davies
Shazia Mahamdallie
Paul Ready
author_sort Nienke Hartemink
title 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_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_sort integrated mapping of establishment risk for emerging vector-borne infections: a case study of canine leishmaniasis in southwest france.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2011-01-01
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.
url http://europepmc.org/articles/PMC3153454?pdf=render
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