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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2011-01-01
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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 |
work_keys_str_mv |
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