TY - JOUR
T1 - Climate determines transmission hotspots of Polycystic Echinococcosis, a life-threatening zoonotic disease, across Pan-Amazonia
AU - San-José, Adrià
AU - Mayor, Pedro
AU - Carvalho, Bruno
AU - El Bizri, Hani R.
AU - Antunes, André Pinassi
AU - Correa, Miguel Antunez
AU - Aquino, Rolando
AU - Bodmer, Richard E.
AU - Boubli, Jean P.
AU - Carvalho, Elildo A.R.
AU - Campos-Silva, João Vitor
AU - Constantino, Pedro A.L.
AU - de Paula, Milton José
AU - Desbiez, Arnauld L.J.
AU - Fang, Tula
AU - Gomez-Puerta, Luis A.
AU - Knoop, Simon B.
AU - Longin, Guillaume
AU - Morcatty, Thais Q.
AU - Maranhão, Louise
AU - Massocato, Gabriel Favero
AU - Munari, Daniel P.
AU - Nunes, André Valle
AU - Puertas, Pablo
AU - Oliveira, Marcela A.
AU - Pezzuti, Juarez C.B.
AU - Richard-Hansen, Cécile
AU - Santos, Geovanna
AU - Valsecchi, João
AU - von Mühlen, Eduardo M.
AU - Bosmediano, John
AU - Rodó, Xavier
N1 - Publisher Copyright:
Copyright © 2023 the Author(s). Published by PNAS. This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).
PY - 2023/8/7
Y1 - 2023/8/7
N2 - 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.
AB - 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.
KW - Climate change
KW - Enso
KW - Modeling
KW - Zoonotic diseases
KW - Zoonotic spillover
UR - http://www.scopus.com/inward/record.url?scp=85173514868&partnerID=8YFLogxK
U2 - 10.1073/pnas.2302661120
DO - 10.1073/pnas.2302661120
M3 - Article
C2 - 37549288
AN - SCOPUS:85173514868
SN - 0027-8424
VL - 120
JO - Proceedings of the National Academy of Sciences of the United States of America
JF - Proceedings of the National Academy of Sciences of the United States of America
IS - 33
M1 - e2302661120
ER -