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Range area and the fast–slow continuum of life history traits predict pathogen richness in wild mammals
Surveillance of pathogen richness in wildlife is needed to identify host species with a high risk of zoonotic disease spillover. While several predictors of pathogen richness in wildlife hosts have been proposed, their relative importance has not been formally examined. This hampers our ability to i...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657380/ https://www.ncbi.nlm.nih.gov/pubmed/37980452 http://dx.doi.org/10.1038/s41598-023-47448-3 |
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author | Choo, Jacqueline Nghiem, Le T. P. Benítez-López, Ana Carrasco, Luis R. |
author_facet | Choo, Jacqueline Nghiem, Le T. P. Benítez-López, Ana Carrasco, Luis R. |
author_sort | Choo, Jacqueline |
collection | PubMed |
description | Surveillance of pathogen richness in wildlife is needed to identify host species with a high risk of zoonotic disease spillover. While several predictors of pathogen richness in wildlife hosts have been proposed, their relative importance has not been formally examined. This hampers our ability to identify potential disease reservoirs, particularly in remote areas with limited surveillance efforts. Here we analyzed 14 proposed predictors of pathogen richness using ensemble modeling and a dataset of 1040 host species to identify the most important predictors of pathogen richness in wild mammal species. After controlling for research effort, larger species geographic range area was identified to be associated with higher pathogen richness. We found evidence of duality in the relationship between the fast–slow continuum of life-history traits and pathogen richness, where pathogen richness increases near the extremities. Taxonomic orders Carnivora, Proboscidea, Artiodactyla, and Perissodactyla were predicted to host high pathogen richness. The top three species with the highest pathogen richness predicted by our ensemble model were Canis lupus, Sus scrofa, and Alces alces. Our results can help support evidence-informed pathogen surveillance and disease reservoir management to prevent the emergence of future zoonotic diseases. |
format | Online Article Text |
id | pubmed-10657380 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106573802023-11-18 Range area and the fast–slow continuum of life history traits predict pathogen richness in wild mammals Choo, Jacqueline Nghiem, Le T. P. Benítez-López, Ana Carrasco, Luis R. Sci Rep Article Surveillance of pathogen richness in wildlife is needed to identify host species with a high risk of zoonotic disease spillover. While several predictors of pathogen richness in wildlife hosts have been proposed, their relative importance has not been formally examined. This hampers our ability to identify potential disease reservoirs, particularly in remote areas with limited surveillance efforts. Here we analyzed 14 proposed predictors of pathogen richness using ensemble modeling and a dataset of 1040 host species to identify the most important predictors of pathogen richness in wild mammal species. After controlling for research effort, larger species geographic range area was identified to be associated with higher pathogen richness. We found evidence of duality in the relationship between the fast–slow continuum of life-history traits and pathogen richness, where pathogen richness increases near the extremities. Taxonomic orders Carnivora, Proboscidea, Artiodactyla, and Perissodactyla were predicted to host high pathogen richness. The top three species with the highest pathogen richness predicted by our ensemble model were Canis lupus, Sus scrofa, and Alces alces. Our results can help support evidence-informed pathogen surveillance and disease reservoir management to prevent the emergence of future zoonotic diseases. Nature Publishing Group UK 2023-11-18 /pmc/articles/PMC10657380/ /pubmed/37980452 http://dx.doi.org/10.1038/s41598-023-47448-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Choo, Jacqueline Nghiem, Le T. P. Benítez-López, Ana Carrasco, Luis R. Range area and the fast–slow continuum of life history traits predict pathogen richness in wild mammals |
title | Range area and the fast–slow continuum of life history traits predict pathogen richness in wild mammals |
title_full | Range area and the fast–slow continuum of life history traits predict pathogen richness in wild mammals |
title_fullStr | Range area and the fast–slow continuum of life history traits predict pathogen richness in wild mammals |
title_full_unstemmed | Range area and the fast–slow continuum of life history traits predict pathogen richness in wild mammals |
title_short | Range area and the fast–slow continuum of life history traits predict pathogen richness in wild mammals |
title_sort | range area and the fast–slow continuum of life history traits predict pathogen richness in wild mammals |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657380/ https://www.ncbi.nlm.nih.gov/pubmed/37980452 http://dx.doi.org/10.1038/s41598-023-47448-3 |
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