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Climate determines transmission hotspots of Polycystic Echinococcosis, a life-threatening zoonotic disease, across Pan-Amazonia
Polycystic Echinococcosis (PE), a neglected life-threatening zoonotic disease caused by the cestode Echinococcus vogeli, is endemic in the Amazon. Despite being treatable, PE reaches a case fatality rate of around 29% due to late or missed diagnosis. PE is sustained in Pan-Amazonia by a complex sylv...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10438396/ https://www.ncbi.nlm.nih.gov/pubmed/37549288 http://dx.doi.org/10.1073/pnas.2302661120 |
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author | San-José, Adrià Mayor, Pedro Carvalho, Bruno El Bizri, Hani R. Antunes, André Pinassi Antunez Correa, Miguel Aquino, Rolando Bodmer, Richard E. Boubli, Jean P. Carvalho, Elildo A. R. Campos-Silva, João Vitor Constantino, Pedro A. L. de Paula, Milton José Desbiez, Arnauld L. J. Fang, Tula Gómez-Puerta, Luis A. Knoop, Simon B. Longin, Guillaume Morcatty, Thais Q. Maranhão, Louise Massocato, Gabriel Favero Munari, Daniel P. Nunes, André Valle Puertas, Pablo Oliveira, Marcela A. Pezzuti, Juarez C. B. Richard-Hansen, Cécile Santos, Geovanna Valsecchi, João von Mühlen, Eduardo M. Bosmediano, John Rodó, Xavier |
author_facet | San-José, Adrià Mayor, Pedro Carvalho, Bruno El Bizri, Hani R. Antunes, André Pinassi Antunez Correa, Miguel Aquino, Rolando Bodmer, Richard E. Boubli, Jean P. Carvalho, Elildo A. R. Campos-Silva, João Vitor Constantino, Pedro A. L. de Paula, Milton José Desbiez, Arnauld L. J. Fang, Tula Gómez-Puerta, Luis A. Knoop, Simon B. Longin, Guillaume Morcatty, Thais Q. Maranhão, Louise Massocato, Gabriel Favero Munari, Daniel P. Nunes, André Valle Puertas, Pablo Oliveira, Marcela A. Pezzuti, Juarez C. B. Richard-Hansen, Cécile Santos, Geovanna Valsecchi, João von Mühlen, Eduardo M. Bosmediano, John Rodó, Xavier |
author_sort | San-José, Adrià |
collection | PubMed |
description | Polycystic Echinococcosis (PE), a neglected life-threatening zoonotic disease caused by the cestode Echinococcus vogeli, is endemic in the Amazon. Despite being treatable, PE reaches a case fatality rate of around 29% due to late or missed diagnosis. PE is sustained in Pan-Amazonia by a complex sylvatic cycle. The hunting of its infected intermediate hosts (especially the lowland paca Cuniculus paca) enables the disease to further transmit to humans, when their viscera are improperly handled. In this study, we compiled a unique dataset of host occurrences (~86000 records) and disease infections (~400 cases) covering the entire Pan-Amazonia and employed different modeling and statistical tools to unveil the spatial distribution of PE’s key animal hosts. Subsequently, we derived a set of ecological, environmental, climatic, and hunting covariates that potentially act as transmission risk factors and used them as predictors of two independent Maximum Entropy models, one for animal infections and one for human infections. Our findings indicate that temperature stability promotes the sylvatic circulation of the disease. Additionally, we show how El Niño-Southern Oscillation (ENSO) extreme events disrupt hunting patterns throughout Pan-Amazonia, ultimately affecting the probability of spillover. In a scenario where climate extremes are projected to intensify, climate change at regional level appears to be indirectly driving the spillover of E. vogeli. These results hold substantial implications for a wide range of zoonoses acquired at the wildlife-human interface for which transmission is related to the manipulation and consumption of wild meat, underscoring the pressing need for enhanced awareness and intervention strategies. |
format | Online Article Text |
id | pubmed-10438396 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-104383962023-08-19 Climate determines transmission hotspots of Polycystic Echinococcosis, a life-threatening zoonotic disease, across Pan-Amazonia San-José, Adrià Mayor, Pedro Carvalho, Bruno El Bizri, Hani R. Antunes, André Pinassi Antunez Correa, Miguel Aquino, Rolando Bodmer, Richard E. Boubli, Jean P. Carvalho, Elildo A. R. Campos-Silva, João Vitor Constantino, Pedro A. L. de Paula, Milton José Desbiez, Arnauld L. J. Fang, Tula Gómez-Puerta, Luis A. Knoop, Simon B. Longin, Guillaume Morcatty, Thais Q. Maranhão, Louise Massocato, Gabriel Favero Munari, Daniel P. Nunes, André Valle Puertas, Pablo Oliveira, Marcela A. Pezzuti, Juarez C. B. Richard-Hansen, Cécile Santos, Geovanna Valsecchi, João von Mühlen, Eduardo M. Bosmediano, John Rodó, Xavier Proc Natl Acad Sci U S A Biological Sciences Polycystic Echinococcosis (PE), a neglected life-threatening zoonotic disease caused by the cestode Echinococcus vogeli, is endemic in the Amazon. Despite being treatable, PE reaches a case fatality rate of around 29% due to late or missed diagnosis. PE is sustained in Pan-Amazonia by a complex sylvatic cycle. The hunting of its infected intermediate hosts (especially the lowland paca Cuniculus paca) enables the disease to further transmit to humans, when their viscera are improperly handled. In this study, we compiled a unique dataset of host occurrences (~86000 records) and disease infections (~400 cases) covering the entire Pan-Amazonia and employed different modeling and statistical tools to unveil the spatial distribution of PE’s key animal hosts. Subsequently, we derived a set of ecological, environmental, climatic, and hunting covariates that potentially act as transmission risk factors and used them as predictors of two independent Maximum Entropy models, one for animal infections and one for human infections. Our findings indicate that temperature stability promotes the sylvatic circulation of the disease. Additionally, we show how El Niño-Southern Oscillation (ENSO) extreme events disrupt hunting patterns throughout Pan-Amazonia, ultimately affecting the probability of spillover. In a scenario where climate extremes are projected to intensify, climate change at regional level appears to be indirectly driving the spillover of E. vogeli. These results hold substantial implications for a wide range of zoonoses acquired at the wildlife-human interface for which transmission is related to the manipulation and consumption of wild meat, underscoring the pressing need for enhanced awareness and intervention strategies. National Academy of Sciences 2023-08-07 2023-08-15 /pmc/articles/PMC10438396/ /pubmed/37549288 http://dx.doi.org/10.1073/pnas.2302661120 Text en Copyright © 2023 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Biological Sciences San-José, Adrià Mayor, Pedro Carvalho, Bruno El Bizri, Hani R. Antunes, André Pinassi Antunez Correa, Miguel Aquino, Rolando Bodmer, Richard E. Boubli, Jean P. Carvalho, Elildo A. R. Campos-Silva, João Vitor Constantino, Pedro A. L. de Paula, Milton José Desbiez, Arnauld L. J. Fang, Tula Gómez-Puerta, Luis A. Knoop, Simon B. Longin, Guillaume Morcatty, Thais Q. Maranhão, Louise Massocato, Gabriel Favero Munari, Daniel P. Nunes, André Valle Puertas, Pablo Oliveira, Marcela A. Pezzuti, Juarez C. B. Richard-Hansen, Cécile Santos, Geovanna Valsecchi, João von Mühlen, Eduardo M. Bosmediano, John Rodó, Xavier Climate determines transmission hotspots of Polycystic Echinococcosis, a life-threatening zoonotic disease, across Pan-Amazonia |
title | Climate determines transmission hotspots of Polycystic Echinococcosis, a life-threatening zoonotic disease, across Pan-Amazonia |
title_full | Climate determines transmission hotspots of Polycystic Echinococcosis, a life-threatening zoonotic disease, across Pan-Amazonia |
title_fullStr | Climate determines transmission hotspots of Polycystic Echinococcosis, a life-threatening zoonotic disease, across Pan-Amazonia |
title_full_unstemmed | Climate determines transmission hotspots of Polycystic Echinococcosis, a life-threatening zoonotic disease, across Pan-Amazonia |
title_short | Climate determines transmission hotspots of Polycystic Echinococcosis, a life-threatening zoonotic disease, across Pan-Amazonia |
title_sort | climate determines transmission hotspots of polycystic echinococcosis, a life-threatening zoonotic disease, across pan-amazonia |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10438396/ https://www.ncbi.nlm.nih.gov/pubmed/37549288 http://dx.doi.org/10.1073/pnas.2302661120 |
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