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Optimal surveillance strategies for bovine tuberculosis in a low-prevalence country
Bovine tuberculosis (bTB) is a chronic disease of cattle that is difficult to control and eradicate in part due to the costly nature of surveillance and poor sensitivity of diagnostic tests. Like many countries, bTB prevalence in Uruguay has gradually declined to low levels due to intensive surveill...
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/PMC5482878/ https://www.ncbi.nlm.nih.gov/pubmed/28646151 http://dx.doi.org/10.1038/s41598-017-04466-2 |
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author | VanderWaal, Kimberly Enns, Eva A. Picasso, Catalina Alvarez, Julio Perez, Andres Fernandez, Federico Gil, Andres Craft, Meggan Wells, Scott |
author_facet | VanderWaal, Kimberly Enns, Eva A. Picasso, Catalina Alvarez, Julio Perez, Andres Fernandez, Federico Gil, Andres Craft, Meggan Wells, Scott |
author_sort | VanderWaal, Kimberly |
collection | PubMed |
description | Bovine tuberculosis (bTB) is a chronic disease of cattle that is difficult to control and eradicate in part due to the costly nature of surveillance and poor sensitivity of diagnostic tests. Like many countries, bTB prevalence in Uruguay has gradually declined to low levels due to intensive surveillance and control efforts over the past decades. In low prevalence settings, broad-based surveillance strategies based on routine testing may not be the most cost-effective way for controlling between-farm bTB transmission, while targeted surveillance aimed at high-risk farms may be more efficient for this purpose. To investigate the efficacy of targeted surveillance, we developed an integrated within- and between-farm bTB transmission model utilizing data from Uruguay’s comprehensive animal movement database. A genetic algorithm was used to fit uncertain parameter values, such as the animal-level sensitivity of skin testing and slaughter inspection, to observed bTB epidemiological data. Of ten alternative surveillance strategies evaluated, a strategy based on eliminating testing in low-risk farms resulted in a 40% reduction in sampling effort without increasing bTB incidence. These results can inform the design of more cost-effective surveillance programs to detect and control bTB in Uruguay and other countries with low bTB prevalence. |
format | Online Article Text |
id | pubmed-5482878 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-54828782017-06-26 Optimal surveillance strategies for bovine tuberculosis in a low-prevalence country VanderWaal, Kimberly Enns, Eva A. Picasso, Catalina Alvarez, Julio Perez, Andres Fernandez, Federico Gil, Andres Craft, Meggan Wells, Scott Sci Rep Article Bovine tuberculosis (bTB) is a chronic disease of cattle that is difficult to control and eradicate in part due to the costly nature of surveillance and poor sensitivity of diagnostic tests. Like many countries, bTB prevalence in Uruguay has gradually declined to low levels due to intensive surveillance and control efforts over the past decades. In low prevalence settings, broad-based surveillance strategies based on routine testing may not be the most cost-effective way for controlling between-farm bTB transmission, while targeted surveillance aimed at high-risk farms may be more efficient for this purpose. To investigate the efficacy of targeted surveillance, we developed an integrated within- and between-farm bTB transmission model utilizing data from Uruguay’s comprehensive animal movement database. A genetic algorithm was used to fit uncertain parameter values, such as the animal-level sensitivity of skin testing and slaughter inspection, to observed bTB epidemiological data. Of ten alternative surveillance strategies evaluated, a strategy based on eliminating testing in low-risk farms resulted in a 40% reduction in sampling effort without increasing bTB incidence. These results can inform the design of more cost-effective surveillance programs to detect and control bTB in Uruguay and other countries with low bTB prevalence. Nature Publishing Group UK 2017-06-23 /pmc/articles/PMC5482878/ /pubmed/28646151 http://dx.doi.org/10.1038/s41598-017-04466-2 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 VanderWaal, Kimberly Enns, Eva A. Picasso, Catalina Alvarez, Julio Perez, Andres Fernandez, Federico Gil, Andres Craft, Meggan Wells, Scott Optimal surveillance strategies for bovine tuberculosis in a low-prevalence country |
title | Optimal surveillance strategies for bovine tuberculosis in a low-prevalence country |
title_full | Optimal surveillance strategies for bovine tuberculosis in a low-prevalence country |
title_fullStr | Optimal surveillance strategies for bovine tuberculosis in a low-prevalence country |
title_full_unstemmed | Optimal surveillance strategies for bovine tuberculosis in a low-prevalence country |
title_short | Optimal surveillance strategies for bovine tuberculosis in a low-prevalence country |
title_sort | optimal surveillance strategies for bovine tuberculosis in a low-prevalence country |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5482878/ https://www.ncbi.nlm.nih.gov/pubmed/28646151 http://dx.doi.org/10.1038/s41598-017-04466-2 |
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