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Clay content and pH: soil characteristic associations with the persistent presence of chronic wasting disease in northern Illinois
Environmental reservoirs are important to infectious disease transmission and persistence, but empirical analyses are relatively few. The natural environment is a reservoir for prions that cause chronic wasting disease (CWD) and influences the risk of transmission to susceptible cervids. Soil is one...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5741720/ https://www.ncbi.nlm.nih.gov/pubmed/29273783 http://dx.doi.org/10.1038/s41598-017-18321-x |
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author | Dorak, Sheena J. Green, Michelle L. Wander, Michelle M. Ruiz, Marilyn O. Buhnerkempe, Michael G. Tian, Ting Novakofski, Jan E. Mateus-Pinilla, Nohra E. |
author_facet | Dorak, Sheena J. Green, Michelle L. Wander, Michelle M. Ruiz, Marilyn O. Buhnerkempe, Michael G. Tian, Ting Novakofski, Jan E. Mateus-Pinilla, Nohra E. |
author_sort | Dorak, Sheena J. |
collection | PubMed |
description | Environmental reservoirs are important to infectious disease transmission and persistence, but empirical analyses are relatively few. The natural environment is a reservoir for prions that cause chronic wasting disease (CWD) and influences the risk of transmission to susceptible cervids. Soil is one environmental component demonstrated to affect prion infectivity and persistence. Here we provide the first landscape predictive model for CWD based solely on soil characteristics. We built a boosted regression tree model to predict the probability of the persistent presence of CWD in a region of northern Illinois using CWD surveillance in deer and soils data. We evaluated the outcome for possible pathways by which soil characteristics may increase the probability of CWD transmission via environmental contamination. Soil clay content and pH were the most important predictive soil characteristics of the persistent presence of CWD. The results suggest that exposure to prions in the environment is greater where percent clay is less than 18% and soil pH is greater than 6.6. These characteristics could alter availability of prions immobilized in soil and contribute to the environmental risk factors involved in the epidemiological complexity of CWD infection in natural populations of white-tailed deer. |
format | Online Article Text |
id | pubmed-5741720 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57417202018-01-03 Clay content and pH: soil characteristic associations with the persistent presence of chronic wasting disease in northern Illinois Dorak, Sheena J. Green, Michelle L. Wander, Michelle M. Ruiz, Marilyn O. Buhnerkempe, Michael G. Tian, Ting Novakofski, Jan E. Mateus-Pinilla, Nohra E. Sci Rep Article Environmental reservoirs are important to infectious disease transmission and persistence, but empirical analyses are relatively few. The natural environment is a reservoir for prions that cause chronic wasting disease (CWD) and influences the risk of transmission to susceptible cervids. Soil is one environmental component demonstrated to affect prion infectivity and persistence. Here we provide the first landscape predictive model for CWD based solely on soil characteristics. We built a boosted regression tree model to predict the probability of the persistent presence of CWD in a region of northern Illinois using CWD surveillance in deer and soils data. We evaluated the outcome for possible pathways by which soil characteristics may increase the probability of CWD transmission via environmental contamination. Soil clay content and pH were the most important predictive soil characteristics of the persistent presence of CWD. The results suggest that exposure to prions in the environment is greater where percent clay is less than 18% and soil pH is greater than 6.6. These characteristics could alter availability of prions immobilized in soil and contribute to the environmental risk factors involved in the epidemiological complexity of CWD infection in natural populations of white-tailed deer. Nature Publishing Group UK 2017-12-22 /pmc/articles/PMC5741720/ /pubmed/29273783 http://dx.doi.org/10.1038/s41598-017-18321-x Text en © The Author(s) 2017 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Dorak, Sheena J. Green, Michelle L. Wander, Michelle M. Ruiz, Marilyn O. Buhnerkempe, Michael G. Tian, Ting Novakofski, Jan E. Mateus-Pinilla, Nohra E. Clay content and pH: soil characteristic associations with the persistent presence of chronic wasting disease in northern Illinois |
title | Clay content and pH: soil characteristic associations with the persistent presence of chronic wasting disease in northern Illinois |
title_full | Clay content and pH: soil characteristic associations with the persistent presence of chronic wasting disease in northern Illinois |
title_fullStr | Clay content and pH: soil characteristic associations with the persistent presence of chronic wasting disease in northern Illinois |
title_full_unstemmed | Clay content and pH: soil characteristic associations with the persistent presence of chronic wasting disease in northern Illinois |
title_short | Clay content and pH: soil characteristic associations with the persistent presence of chronic wasting disease in northern Illinois |
title_sort | clay content and ph: soil characteristic associations with the persistent presence of chronic wasting disease in northern illinois |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5741720/ https://www.ncbi.nlm.nih.gov/pubmed/29273783 http://dx.doi.org/10.1038/s41598-017-18321-x |
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