Integrated mapping of establishment risk for emerging vector-borne infections: a case study of canine leishmaniasis in southwest France

PLoS One. 2011;6(8):e20817. doi: 10.1371/journal.pone.0020817. Epub 2011 Aug 9.

Abstract

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.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Animals
  • Disease Outbreaks / prevention & control
  • Dog Diseases / epidemiology
  • Dog Diseases / parasitology*
  • Dog Diseases / prevention & control
  • Dogs
  • Female
  • France / epidemiology
  • Geographic Information Systems
  • Geography
  • Humans
  • Insect Vectors / parasitology*
  • Leishmania infantum / isolation & purification
  • Leishmaniasis, Visceral / parasitology
  • Leishmaniasis, Visceral / transmission
  • Leishmaniasis, Visceral / veterinary*
  • Models, Biological
  • Phlebotomus / classification
  • Phlebotomus / parasitology*
  • Risk Assessment
  • Risk Factors
  • Species Specificity
  • Temperature
  • Zoonoses / epidemiology
  • Zoonoses / parasitology