Determination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in Thailand using a Bayesian approach
Abstract 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, und...
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doaj-59fd542185dc4091aa56fd76d372f9412020-11-25T03:23:28ZengBMCBMC Veterinary Research1746-61482019-05-011511710.1186/s12917-019-1905-xDetermination of the sensitivity and specificity of bovine tuberculosis screening tests in dairy herds in Thailand using a Bayesian approachTawatchai Singhla0Sukolrat Boonyayatra1Songkhla Chulakasian2Mintra Lukkana3Julio Alvarez4Srinand Sreevatsan5Scott J. Wells6Department of Food Animal Clinic and Excellent Center of Veterinary Public Health, Faculty of Veterinary Medicine, Chiang Mai UniversityDepartment of Food Animal Clinic and Excellent Center of Veterinary Public Health, Faculty of Veterinary Medicine, Chiang Mai UniversityNational Bureau of Agricultural Commodity and Food StandardsNational Bureau of Agricultural Commodity and Food StandardsDepartment of Veterinary Population Medicine, College of Veterinary Medicine, University of MinnesotaDepartment of Veterinary Population Medicine, College of Veterinary Medicine, University of MinnesotaDepartment of Veterinary Population Medicine, College of Veterinary Medicine, University of MinnesotaAbstract 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-γ assays. 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-γ assay 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-γ and 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.http://link.springer.com/article/10.1186/s12917-019-1905-xMycobacterium bovisTest performanceSingle intradermal tuberculin testInterferon gamma assayELISA test |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tawatchai Singhla Sukolrat Boonyayatra Songkhla Chulakasian Mintra Lukkana Julio Alvarez Srinand Sreevatsan Scott J. Wells |
spellingShingle |
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 BMC Veterinary Research Mycobacterium bovis Test performance Single intradermal tuberculin test Interferon gamma assay ELISA test |
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 |
publisher |
BMC |
series |
BMC Veterinary Research |
issn |
1746-6148 |
publishDate |
2019-05-01 |
description |
Abstract 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-γ assays. 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-γ assay 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-γ and 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. |
topic |
Mycobacterium bovis Test performance Single intradermal tuberculin test Interferon gamma assay ELISA test |
url |
http://link.springer.com/article/10.1186/s12917-019-1905-x |
work_keys_str_mv |
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