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Adaptive Test Schemes for Control of Paratuberculosis in Dairy Cows
Paratuberculosis is a chronic infection that in dairy cattle causes reduced milk yield, weight loss, and ultimately fatal diarrhea. Subclinical animals can excrete bacteria (Mycobacterium avium ssp. paratuberculosis, MAP) in feces and infect other animals. Farmers identify the infectious animals thr...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5132215/ https://www.ncbi.nlm.nih.gov/pubmed/27907192 http://dx.doi.org/10.1371/journal.pone.0167219 |
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author | Kirkeby, Carsten Græsbøll, Kaare Nielsen, Søren Saxmose Christiansen, Lasse Engbo Toft, Nils Halasa, Tariq |
author_facet | Kirkeby, Carsten Græsbøll, Kaare Nielsen, Søren Saxmose Christiansen, Lasse Engbo Toft, Nils Halasa, Tariq |
author_sort | Kirkeby, Carsten |
collection | PubMed |
description | Paratuberculosis is a chronic infection that in dairy cattle causes reduced milk yield, weight loss, and ultimately fatal diarrhea. Subclinical animals can excrete bacteria (Mycobacterium avium ssp. paratuberculosis, MAP) in feces and infect other animals. Farmers identify the infectious animals through a variety of test-strategies, but are challenged by the lack of perfect tests. Frequent testing increases the sensitivity but the costs of testing are a cause of concern for farmers. Here, we used a herd simulation model using milk ELISA tests to evaluate the epidemiological and economic consequences of continuously adapting the sampling interval in response to the estimated true prevalence in the herd. The key results were that the true prevalence was greatly affected by the hygiene level and to some extent by the test-frequency. Furthermore, the choice of prevalence that will be tolerated in a control scenario had a major impact on the true prevalence in the normal hygiene setting, but less so when the hygiene was poor. The net revenue is not greatly affected by the test-strategy, because of the general variation in net revenues between farms. An exception to this is the low hygiene herd, where frequent testing results in lower revenue. When we look at the probability of eradication, then it is correlated with the testing frequency and the target prevalence during the control phase. The probability of eradication is low in the low hygiene herd, and a test-and-cull strategy should probably not be the primary strategy in this herd. Based on this study we suggest that, in order to control MAP, the standard Danish dairy farm should use an adaptive strategy where a short sampling interval of three months is used when the estimated true prevalence is above 1%, and otherwise use a long sampling interval of one year. |
format | Online Article Text |
id | pubmed-5132215 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-51322152016-12-21 Adaptive Test Schemes for Control of Paratuberculosis in Dairy Cows Kirkeby, Carsten Græsbøll, Kaare Nielsen, Søren Saxmose Christiansen, Lasse Engbo Toft, Nils Halasa, Tariq PLoS One Research Article Paratuberculosis is a chronic infection that in dairy cattle causes reduced milk yield, weight loss, and ultimately fatal diarrhea. Subclinical animals can excrete bacteria (Mycobacterium avium ssp. paratuberculosis, MAP) in feces and infect other animals. Farmers identify the infectious animals through a variety of test-strategies, but are challenged by the lack of perfect tests. Frequent testing increases the sensitivity but the costs of testing are a cause of concern for farmers. Here, we used a herd simulation model using milk ELISA tests to evaluate the epidemiological and economic consequences of continuously adapting the sampling interval in response to the estimated true prevalence in the herd. The key results were that the true prevalence was greatly affected by the hygiene level and to some extent by the test-frequency. Furthermore, the choice of prevalence that will be tolerated in a control scenario had a major impact on the true prevalence in the normal hygiene setting, but less so when the hygiene was poor. The net revenue is not greatly affected by the test-strategy, because of the general variation in net revenues between farms. An exception to this is the low hygiene herd, where frequent testing results in lower revenue. When we look at the probability of eradication, then it is correlated with the testing frequency and the target prevalence during the control phase. The probability of eradication is low in the low hygiene herd, and a test-and-cull strategy should probably not be the primary strategy in this herd. Based on this study we suggest that, in order to control MAP, the standard Danish dairy farm should use an adaptive strategy where a short sampling interval of three months is used when the estimated true prevalence is above 1%, and otherwise use a long sampling interval of one year. Public Library of Science 2016-12-01 /pmc/articles/PMC5132215/ /pubmed/27907192 http://dx.doi.org/10.1371/journal.pone.0167219 Text en © 2016 Kirkeby et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kirkeby, Carsten Græsbøll, Kaare Nielsen, Søren Saxmose Christiansen, Lasse Engbo Toft, Nils Halasa, Tariq Adaptive Test Schemes for Control of Paratuberculosis in Dairy Cows |
title | Adaptive Test Schemes for Control of Paratuberculosis in Dairy Cows |
title_full | Adaptive Test Schemes for Control of Paratuberculosis in Dairy Cows |
title_fullStr | Adaptive Test Schemes for Control of Paratuberculosis in Dairy Cows |
title_full_unstemmed | Adaptive Test Schemes for Control of Paratuberculosis in Dairy Cows |
title_short | Adaptive Test Schemes for Control of Paratuberculosis in Dairy Cows |
title_sort | adaptive test schemes for control of paratuberculosis in dairy cows |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5132215/ https://www.ncbi.nlm.nih.gov/pubmed/27907192 http://dx.doi.org/10.1371/journal.pone.0167219 |
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