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采用贝叶斯潜在类别分析评估结核菌素和特定抗原牛结核病皮肤试验的比较性能及年龄依赖性。

Comparative performance and age dependence of tuberculin and defined antigen bovine tuberculosis skin tests assessed with Bayesian latent class analysis.

作者信息

Lakew Matios, Conlan Andrew J K, Tadesse Biniam, Srinivasan Sreenidhi, Yalew Bekele, Benti Teferi, Olani Abebe, Kinfe Getachew, Ashagrie Tigist, Abebe Ashebir, Fromsa Abebe, Abdela Musse Girma, Bayissa Berecha, Gebre Solomon, Mihret Adane, Mekonnen Getnet Abie, Ameni Gobena, Ashenafi Hagos, Wood James L N, Gumi Balako, Kapur Vivek

机构信息

Aklilu Lemma Institute of Pathobiology, Addis Ababa University, P.O. Box 1176, Addis Ababa, Ethiopia.

Animal Health Institute, P.O. Box 04, Sebeta, Ethiopia.

出版信息

Sci Rep. 2025 Jun 5;15(1):19728. doi: 10.1038/s41598-025-05223-6.

Abstract

Tuberculin skin tests (TST), the primary diagnostic tool for bovine tuberculosis (bTB), cross-react with BCG vaccine. Recently developed defined antigen skin tests (DSTs) aim to differentiate infected amongst vaccinated animals. We evaluated the field performance of different interpretations of the TST and DSTs relative to IGRA and IDEXX M. bovis antibody tests. This panel of tests was assessed in 446 unvaccinated cattle across 22 Ethiopian dairy herds using Bayesian latent class models. We extended the standard Walter-Hui model to include age-related effects to explore evidence of the presence of diagnostic anergy. The latent class models estimate sensitivity and specificity of the DSTs to be between 84-88% and 79-85% respectively. The DSTs perform intermediately between the comparative intradermal test (CIT, sensitivity 77%, specificity 100%) and single intradermal test (SIT, sensitivity 99%, specificity 76%). We observed significant age-related declines in test sensitivity, most notably for CIT (declining from 75 to 52% over 9 years) and DST10 (83% to 68%), while other tests showed more stable sensitivity across age groups. This variable pattern across tests suggests mechanisms beyond simple age-related anergy. Together, these findings demonstrate that DSTs' superior sensitivity to CIT and comparable or better specificity than SIT, combined with their ability to distinguish vaccinated animals, creates a viable pathway for implementing BCG vaccination programs. Given the absence of any gold standard definition of infection with bTB, latent class analyses are essential to assess the relative performance of different diagnostic tests. While our results provide encouraging news for the sensitivity of the new DST tests, the high prevalence of bTB within our study population makes our design underpowered to assess the specificity of the DSTs. Future research, including assessment of the specificity of DSTs in disease-free populations and optimization of test formulation and validation through large-scale field trials is essential to fully establish the case for use in vaccination and surveillance programs.

摘要

结核菌素皮肤试验(TST)是牛结核病(bTB)的主要诊断工具,但会与卡介苗发生交叉反应。最近开发的确定抗原皮肤试验(DST)旨在区分接种疫苗动物中的感染情况。我们评估了TST和DST不同解读方式相对于干扰素-γ释放试验(IGRA)和IDEXX牛分枝杆菌抗体检测的现场性能。使用贝叶斯潜在类别模型,在埃塞俄比亚22个奶牛群的446头未接种疫苗的牛中对这组检测进行了评估。我们扩展了标准的沃尔特-惠模型,纳入与年龄相关的影响因素,以探究诊断性无反应性存在的证据。潜在类别模型估计DST的敏感性和特异性分别在84%-88%和79%-85%之间。DST的性能介于比较皮内试验(CIT,敏感性77%,特异性100%)和单次皮内试验(SIT,敏感性99%,特异性76%)之间。我们观察到检测敏感性随年龄有显著下降,最明显的是CIT(9年期间从75%降至52%)和DST10(从83%降至68%),而其他检测在不同年龄组中显示出更稳定的敏感性。不同检测之间这种可变的模式表明存在超越简单年龄相关无反应性的机制。总之,这些发现表明,DST对CIT具有更高的敏感性,特异性与SIT相当或更好,再加上其区分接种疫苗动物的能力,为实施卡介苗接种计划创造了一条可行的途径。鉴于缺乏bTB感染的任何金标准定义,潜在类别分析对于评估不同诊断检测的相对性能至关重要。虽然我们的结果为新DST检测的敏感性提供了令人鼓舞的消息,但我们研究人群中bTB的高流行率使我们的设计在评估DST的特异性方面能力不足。未来的研究,包括评估DST在无病群体中的特异性以及通过大规模现场试验优化检测配方和验证,对于充分确立其在疫苗接种和监测计划中的应用依据至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b56c/12141502/4c7242e91b08/41598_2025_5223_Fig1_HTML.jpg

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