Aznar Inma, Frankena Klaas, More Simon J, Whelan Clare, Martin Wayne, Gormley Eamonn, Corner Leigh A L, Murphy Denise, De Jong Mart C M
Centre for Veterinary Epidemiology and Risk Analysis, School of Veterinary Medicine, University College Dublin, Dublin, Ireland; Quantitative Veterinary Epidemiology group, Wageningen Institute of Animal Sciences, Wageningen University, Wageningen, The Netherlands.
Quantitative Veterinary Epidemiology group, Wageningen Institute of Animal Sciences, Wageningen University, Wageningen, The Netherlands.
PLoS One. 2014 Jul 1;9(7):e100139. doi: 10.1371/journal.pone.0100139. eCollection 2014.
A long-term research programme has been underway in Ireland to evaluate the usefulness of badger vaccination as part of the national bTB (bovine tuberculosis) control strategy. This culminated in a field trial which commenced in county Kilkenny in 2009 to determine the effects of badger vaccination on Mycobacterium bovis transmission in badgers under field conditions. In the present study, we sought to optimise the characteristics of a multiplex chemiluminescent assay for detection of M. bovis infection in live badgers. Our goal was to maximise specificity, and therefore statistical power, during evaluation of the badger vaccine trial data. In addition, we also aimed to explore the effects of vaccination on test characteristics. For the test optimisation, we ran a stepwise logistic regression with analytical weights on the converted Relative Light Units (RLU) obtained from testing blood samples from 215 badgers captured as part of culling operations by the national Department of Agriculture, Food and the Marine (DAFM). The optimised test was applied to two other datasets obtained from two captive badger studies (Study 1 and Study 2), and the sensitivity and specificity of the test was attained separately for vaccinated and non-vaccinated badgers. During optimisation, test sensitivity was maximised (30.77%), while retaining specificity at 99.99%. When the optimised test was then applied to the captive badger studies data, we observed that test characteristics did not vary greatly between vaccinated and non-vaccinated badgers. However, a different time lag between infection and a positive test result was observed in vaccinated and non-vaccinated badgers. We propose that the optimized multiplex immunoassay be used to analyse the vaccine trial data. In relation to the difference in the time lag observed for vaccinated and non-vaccinated badgers, we also present a strategy to enable the test to be used during trial evaluation.
爱尔兰正在开展一项长期研究项目,以评估獾疫苗接种作为国家牛结核病(bTB)控制策略一部分的有效性。这一项目在2009年于基尔肯尼郡展开了一项实地试验,旨在确定在野外条件下獾疫苗接种对牛分枝杆菌在獾群中传播的影响。在本研究中,我们试图优化一种用于检测活体獾牛分枝杆菌感染的多重化学发光检测方法的特性。我们的目标是在评估獾疫苗试验数据时将特异性最大化,从而提高统计效能。此外,我们还旨在探究疫苗接种对检测特性的影响。为了进行检测优化,我们对从215只獾的血液样本检测中获得的转换后的相对光单位(RLU)进行了逐步逻辑回归分析,并赋予分析权重,这些獾是作为国家农业、食品和海洋部(DAFM)扑杀行动的一部分而捕获的。将优化后的检测方法应用于从另外两项圈养獾研究(研究1和研究2)中获得的两个数据集,并分别针对接种疫苗和未接种疫苗的獾确定了该检测方法的敏感性和特异性。在优化过程中,检测敏感性达到了最大值(30.77%),同时特异性保持在99.99%。当将优化后的检测方法应用于圈养獾研究数据时,我们发现接种疫苗和未接种疫苗的獾之间的检测特性差异不大。然而,接种疫苗和未接种疫苗的獾在感染与检测结果呈阳性之间的时间间隔有所不同。我们建议使用优化后的多重免疫测定法来分析疫苗试验数据。针对接种疫苗和未接种疫苗的獾在时间间隔上的差异,我们还提出了一种在试验评估期间使用该检测方法的策略。