Determination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in Thailand using a Bayesian approach

© 2019 The Author(s). Background: The objective of this study was to determine the sensitivity (Se) and specificity (Sp) of bovine tuberculosis (bTB) screening tests including a single intradermal tuberculin (SIT) test, interferon gamma (IFN-γ) assay, and a commercial ELISA test (M. bovis Ab) in dai...

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Main Authors: Tawatchai Singhla, Sukolrat Boonyayatra, Songkhla Chulakasian, Mintra Lukkana, Julio Alvarez, Srinand Sreevatsan, Scott J. Wells
Format: Journal
Published: 2019
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/65895
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-658952019-08-05T04:44:13Z Determination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in Thailand using a Bayesian approach Tawatchai Singhla Sukolrat Boonyayatra Songkhla Chulakasian Mintra Lukkana Julio Alvarez Srinand Sreevatsan Scott J. Wells Veterinary © 2019 The Author(s). Background: The objective of this study was to determine the sensitivity (Se) and specificity (Sp) of bovine tuberculosis (bTB) screening tests including a single intradermal tuberculin (SIT) test, interferon gamma (IFN-γ) assay, and a commercial ELISA test (M. bovis Ab) in dairy cattle, under field conditions, using a Bayesian approach. Results: The study population consisted of 128 dairy cows from 25 bTB-infected herds in Chiang Mai and Chiang Rai provinces, Thailand. A single-population Bayesian model was implemented assuming conditional dependence between the SIT test and IFN-γassays. The 95% posterior probability interval (PPI) of the SIT test (severe interpretation) Se ranged from 75.3 to 95.2% (median = 87.6%), while the Sp was slightly lower (median = 83.6%, PPI = 74.2-92.8%). The IFN-γassay Se was moderate and the 95% PPI ranged from 38.6 to 74.4% (median = 55.7%) with higher Sp (median = 93.5.4%, PPI = 87.0-98.1%). The M. bovis Ab ELISA Se was low, with 95% PPI ranging between 30.0 and 71.2% (median = 47.4%); however, the Sp was high (median = 90.9%, PPI = 84.5-95.5%). Conclusion: The SIT test sensitivity was similar to that demonstrated in other regions and can, therefore, be used effectively as part of control programs in this area. The IFN-γand M. bovis Ab ELISA assays can be applied as supplementary techniques. The test performance of these tests when used as single tests without confirmation, however, are expected to continue to challenge disease eradication efforts. 2019-08-05T04:44:13Z 2019-08-05T04:44:13Z 2019-05-16 Journal 17466148 2-s2.0-85065896584 10.1186/s12917-019-1905-x https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85065896584&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/65895
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Veterinary
spellingShingle Veterinary
Tawatchai Singhla
Sukolrat Boonyayatra
Songkhla Chulakasian
Mintra Lukkana
Julio Alvarez
Srinand Sreevatsan
Scott J. Wells
Determination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in Thailand using a Bayesian approach
description © 2019 The Author(s). Background: The objective of this study was to determine the sensitivity (Se) and specificity (Sp) of bovine tuberculosis (bTB) screening tests including a single intradermal tuberculin (SIT) test, interferon gamma (IFN-γ) assay, and a commercial ELISA test (M. bovis Ab) in dairy cattle, under field conditions, using a Bayesian approach. Results: The study population consisted of 128 dairy cows from 25 bTB-infected herds in Chiang Mai and Chiang Rai provinces, Thailand. A single-population Bayesian model was implemented assuming conditional dependence between the SIT test and IFN-γassays. The 95% posterior probability interval (PPI) of the SIT test (severe interpretation) Se ranged from 75.3 to 95.2% (median = 87.6%), while the Sp was slightly lower (median = 83.6%, PPI = 74.2-92.8%). The IFN-γassay Se was moderate and the 95% PPI ranged from 38.6 to 74.4% (median = 55.7%) with higher Sp (median = 93.5.4%, PPI = 87.0-98.1%). The M. bovis Ab ELISA Se was low, with 95% PPI ranging between 30.0 and 71.2% (median = 47.4%); however, the Sp was high (median = 90.9%, PPI = 84.5-95.5%). Conclusion: The SIT test sensitivity was similar to that demonstrated in other regions and can, therefore, be used effectively as part of control programs in this area. The IFN-γand M. bovis Ab ELISA assays can be applied as supplementary techniques. The test performance of these tests when used as single tests without confirmation, however, are expected to continue to challenge disease eradication efforts.
format Journal
author Tawatchai Singhla
Sukolrat Boonyayatra
Songkhla Chulakasian
Mintra Lukkana
Julio Alvarez
Srinand Sreevatsan
Scott J. Wells
author_facet Tawatchai Singhla
Sukolrat Boonyayatra
Songkhla Chulakasian
Mintra Lukkana
Julio Alvarez
Srinand Sreevatsan
Scott J. Wells
author_sort Tawatchai Singhla
title Determination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in Thailand using a Bayesian approach
title_short Determination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in Thailand using a Bayesian approach
title_full Determination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in Thailand using a Bayesian approach
title_fullStr Determination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in Thailand using a Bayesian approach
title_full_unstemmed Determination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in Thailand using a Bayesian approach
title_sort determination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in thailand using a bayesian approach
publishDate 2019
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85065896584&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/65895
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