Potential distribution of Pythium insidiosum in Rio Grande do Sul, Brazil, and projections to neighbour countries.
Abstract: Pythium insidiosum is a widespread pathogen that causes pythiosis, a disease with severe health consequences in horses and humans worldwide. Latin America hosts one of the largest, but scattered, horse herds, making it critical to identify areas at high risk of pythiosis transmission to help guide surveillance in areas with disease transmission risk. We utilized ecological niche modelling and epidemiological data to reconstruct the ecological conditions for pathogen circulation to identify areas with potential risk of pythiosis in Brazil and Uruguay. We surveyed 338 horse farm locations in southern Brazil and reconstructed the landscape conditions where the disease is endemic, based on the association between high-resolution satellite imagery and P. insidiosum serology. The final model was projected to the entire Brazil-Uruguay border region to predict areas at risk of disease transmission. We detected 66 seropositive farms and risk of infection in areas with low vegetation and low temperatures. There was a significant difference between seropositive and seronegative locations, mainly during the summer, suggesting that P. insidiosum circulates under specific landscape conditions. Areas that were unsuitable for P. insidiosum circulation were clustered in the central, north-eastern, and north-western regions of the study area. Our findings suggest that P. insidiosum is a generalist pathogen that has the potential to circulate across broad areas in Uruguay and Rio Grande do Sul in Brazil. The risk maps generated may help stakeholders with disease prevention, as well as highlight pythiosis as a potential transboundary disease with economic and public health importance.
© 2018 Blackwell Verlag GmbH.
Publication Date: 2018-06-19 PubMed ID: 29920968DOI: 10.1111/tbed.12925Google Scholar: Lookup
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- Journal Article
Summary
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The research investigates the potential distribution of Pythium insidiosum, the pathogen causing the harmful disease pythiosis, in Brazil and Uruguay, by using ecological niche modelling and epidemiological data. Findings suggest the pathogen has the potential to circulate in wide areas.
Research Methodology
- The study applied ecological niche modelling and epidemiological data to recreate the environmental conditions adequate for the P. insidiosum pathogen to thrive.
- A total of 338 horse farm locations within the southern part of Brazil were surveyed, and land conditions where the disease is prevalent were reconstructed.
- This was done through the correlation of high-resolution satellite images and P. insidiosum serology.
Survey Findings
- The survey discovered 66 seropositive farms and highlighted an increased risk of infection in areas with sparse vegetation and low temperatures.
- It was observed that there was a significant difference between seropositive and seronegative locations, particularly during the summer, suggesting that the P. insidiosum pathogen circulates under certain landscape conditions.
Model Projections and Implications
- Using the data from the survey, the model was projected onto the entire Brazil-Uruguay border to predict areas at risk of disease transmission.
- Locations that were not conducive for the circulation of P. insidiosum were distributed in the central, north-eastern, and north-western parts of the study area.
- Findings suggest that P. insidiosum is a generalist pathogen, capable of circulating across wide geographical regions in Uruguay and Rio Grande do Sul in Brazil.
- The risk maps generated can be a valuable tool for stakeholders to plan disease prevention strategies, raising the profile of pythiosis as a potential cross-border disease with economic and public health significance.
Cite This Article
APA
Machado G, Weiblen C, Escobar LE.
(2018).
Potential distribution of Pythium insidiosum in Rio Grande do Sul, Brazil, and projections to neighbour countries.
Transbound Emerg Dis, 65(6), 1671-1679.
https://doi.org/10.1111/tbed.12925 Publication
Researcher Affiliations
- Department of Population Health and Pathobiology, College of Veterinary Medicine, Raleigh, North Carolina.
- Programa de Pós-graduação em Medicina Veterinária, Universidade Federal de Santa Maria (UFSM), Santa Maria, RS, Brasil.
- Department of Fish and Wildlife Conservation, Virginia Tech, Blacksburg, Virginia.
MeSH Terms
- Animals
- Antibodies, Fungal / blood
- Brazil / epidemiology
- Horse Diseases / epidemiology
- Horse Diseases / microbiology
- Horses
- Humans
- Pythiosis / epidemiology
- Pythiosis / microbiology
- Pythium / isolation & purification
- Pythium / pathogenicity
- Uruguay / epidemiology
Grant Funding
- Startup funds / CVM-Department of Population Health and Pathobiology- North Carolina State University
Citations
This article has been cited 2 times.- Jara M, Holcomb K, Wang X, Goss EM, Machado G. The Potential Distribution of Pythium insidiosum in the Chincoteague National Wildlife Refuge, Virginia. Front Vet Sci 2021;8:640339.
- Krasteva S, Jara M, Frias-De-Diego A, Machado G. Nairobi Sheep Disease Virus: A Historical and Epidemiological Perspective. Front Vet Sci 2020;7:419.
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