Abstract
Objective: To provide baseline information about suspected vectors and the incidence, distribution and an active zone of transmission for cutaneous leishmaniasis (CL) in Chitral, Pakistan, using GIS tools; and to investigate the role of environmental factors in the disease dynamics.
Method: Two surveys in 2014 and 2016 as a basis for choropleth and environmental risk mapping.
Results: A total of 769 captured specimens yielded 14 Phlebotomus and six Sergentomyia species including two potential vectors of CL, i.e. Phlebotomus papatasi and Phlebotomus sergenti. P. papatasi (71%) was dominant, followed by P. sergenti (18%). A choropleth map generated in Arcmap 10.1 based on 1560 CL case reports displayed maximum prevalence (0.92–2.5%) in Ayun, Broz, Charun, Chitral 1 and 2 and Darosh 1 and 2 union councils. An environmental risk map constructed by MaxEnt 3.3.3 defined an active zone of transmission based on leishmaniasis occurrence records (n = 315). The analysis of variable contribution in MaxEnt indicates significance of elevation (54.4%), population density (23.3%) and land use/land cover (6.6%) in CL disease dynamics.
Conclusion: The probability of CL increases (0.6–1 on logistic scale) in severely deforested areas, in lowland valleys and in regions with high-population density.
Original language | English |
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Pages (from-to) | 1130-1140 |
Number of pages | 11 |
Journal | Tropical Medicine and International Health |
Volume | 22 |
Issue number | 9 |
DOIs | |
Publication status | Published - Sept 2017 |
Externally published | Yes |
Keywords
- leishmaniasis
- sand-flies
- MaxEnt
- Chitral
- Pakistan