Spatial prediction of risk areas for vector transmission of Trypanosoma cruzi in the State of Paraná, southern Brazil

Autor: Max Jean de Ornelas Toledo, Renata L. Muylaert, Sandra Marisa Pelloso, Milton Cezar Ribeiro, Thadeu Sobral-Souza, Luciano de Andrade, Ana Paula de Abreu, Andréia Mantovani Ferro e Silva, Maria Dalva de Barros Carvalho, Maurício Humberto Vancine
Přispěvatelé: Universidade Estadual de Maringá (UEM), Universidade Estadual Paulista (Unesp)
Rok vydání: 2018
Předmět:
0106 biological sciences
Entomology
Atmospheric Science
Climate
Population Dynamics
Forests
Disease Vectors
01 natural sciences
Geographical locations
0302 clinical medicine
Medicine and Health Sciences
Triatoma
Protozoans
Trypanosoma Cruzi
Climatology
biology
Geography
Ecology
lcsh:Public aspects of medicine
Simulation and Modeling
Eukaryota
Terrestrial Environments
Insects
Infectious Diseases
Rhodnius
Brazil
Research Article
Neglected Tropical Diseases
Trypanosoma
lcsh:Arctic medicine. Tropical medicine
Arthropoda
lcsh:RC955-962
030231 tropical medicine
Research and Analysis Methods
010603 evolutionary biology
Risk Assessment
Ecosystems
03 medical and health sciences
Triatoma infestans
Disease Transmission
Infectious
Parasitic Diseases
Animals
Humans
Chagas Disease
Trypanosoma cruzi
Ecological niche
Spatial Analysis
Protozoan Infections
Population Biology
Ecology and Environmental Sciences
Public Health
Environmental and Occupational Health
Organisms
Biology and Life Sciences
lcsh:RA1-1270
Panstrongylus
South America
biology.organism_classification
Tropical Diseases
Invertebrates
Parasitic Protozoans
Geographic Distribution
Insect Vectors
Panstrongylus geniculatus
Species Interactions
Cross-Sectional Studies
Vector (epidemiology)
Earth Sciences
Spatial variability
People and places
Climate Modeling
Zdroj: PLoS Neglected Tropical Diseases
Web of Science
Repositório Institucional da UNESP
Universidade Estadual Paulista (UNESP)
instacron:UNESP
PLoS Neglected Tropical Diseases, Vol 12, Iss 10, p e0006907 (2018)
ISSN: 1935-2735
Popis: After obtaining certification of the absence of transmission of the Trypanosoma cruzi by Triatoma infestans in 2006, other native species of protozoan vectors have been found in human dwellings within municipalities of the State of Paraná, Southern Brazil. However, the spatial distribution of T. cruzi vectors and how climatic and landscape combined variables explain the distribution are still poorly understood. The goal of this study was to predict the potential distribution of T. cruzi vectors as a proxy for Chagas disease transmission risk using Ecological Niche Models (ENMs) based on climatic and landscape variables. We hypothesize that ENM based on both climate and landscape variables are more powerful than climate-only or landscape-only models, and that this will be true independent of vector species. A total of 2,662 records of triatomines of five species were obtained by community-based entomological surveillance from 2007 to 2013. The species with the highest number of specimens was Panstrongylus megistus (73%; n = 1,943), followed by Panstrongylus geniculatus (15.4%; 411), Rhodnius neglectus (6.0%; 159), Triatoma sordida (4.5%; 119) and Rhodnius prolixus (1.1%; 30). Of the total, 71.9% were captured at the intradomicile. T. cruzi infection was observed in 19.7% of the 2,472 examined insects. ENMs were generated based on selected climate and landscape variables with 1 km2 spatial resolution. Zonal statistics were used for classifying the municipalities as to the risk of occurrence of synanthropic triatomines. The integrated analysis of the climate and landscape suitability on triatomines geographical distribution was powerful on generating good predictive models. Moreover, this showed that some municipalities in the northwest, north and northeast of the Paraná state have a higher risk of T. cruzi vector transmission. This occurs because those regions present high climatic and landscape suitability values for occurrence of their vectors. The frequent invasion of houses by infected triatomines clearly indicates a greater risk of transmission of T. cruzi to the inhabitants. More public health attention should be given in the northern areas of the State of Paraná, which presents high climate and landscape suitabilities for the disease vectors. In conclusion, our results–through spatial analysis and predictive maps–showed to be effective in identifying areas of potential distribution and, consequently, in the definition of strategic areas and actions to prevent new cases of Chagas' disease, reinforcing the need for continuous and robust surveillance in these areas.
Author summary Trypanosoma cruzi, the etiologic agent of Chagas' disease (CD), circulates among humans, vectors and domestic and wild reservoirs. Frequent invasion of housing by infected triatomines may present a risk of vector transmission from T. cruzi to humans. The objective of this study was to predict the potential distribution of triatomines in the State of Paraná and to infer potential high risk areas for T. cruzi vector transmission. Five distinct species of three different genera of triatomines were collected, the majority of which were Panstrongylus megistus (73% of occurrences). More than half of collected specimens (54.8%) were captured intradomicile. The infection rate was 24.7%, which may represent a risk of occurrence of new cases of CD by vector transmission. Ecological Niche Models indicated suitable areas to triatomine occurrence in municipalities of Northwest, North and Northeast of Paraná state. Thus, more effective management actions are needed to ensure epidemiological surveillance of CD. P. megistus is the main species that colonizes the intradomicile, reinforcing the importance of the maintenance of surveillance for directing vector control actions of the CD in the local health systems in this and similar regions, mainly in the northern region of the State of Paraná, with the intensive participation of the community and also of municipal agents.
Databáze: OpenAIRE
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