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Evaluation of enzyme-linked immunosorbent assays and a haemagglutination inhibition tests for the detection of antibodies to Newcastle disease virus in village chickens using a Bayesian approach

机译:使用贝叶斯方法评估酶联免疫吸附测定和血凝抑制试验以检测乡村鸡中新城疫病毒的抗体

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Newcastle disease (ND) is an endemic disease in village chickens in Ethiopia with substantial economic importance. The sensitivity (Se) and specificity (Sp) of a blocking enzyme-linked immunosorbent assay (bELISA, Svanova Biotech), indirect ELISA (iELISA, Laboratoire Service International) and haemagglutination inhibition (HI) test for ND virus (NDV) antibody detection were evaluated in a Bayesian framework in the absence of a gold standard test, on sera collected from unvaccinated chickens kept under the village production system in household flocks and at markets in two woredas (i.e. districts) of the Eastern Shewa zone, Ethiopia. The outcomes of the iELISA test differed dramatically from those of the two other tests with 92% of the samples testing positive as compared with less than 15% for bELISA and HI. iELISA results were also inconsistent with previous estimations of Newcastle serological prevalence. The information provided by the iELISA test was thus considered as highly unreliable, probably due to an extremely low specificity, and thus not considered in the Bayesian models aiming at estimating serological prevalence and test performance parameters. Bayesian modelling of HI and bELISA test results suggested that bELISA had both the highest Se (86.6%; 95% posterior credible interval (PCI): 61.8%; 98.5%), and the highest Sp (98.3%; 95% PCI: 97.2%; 99.5%), while HI had a Se of 80.2% (95% PCI: 59.1%; 94.3%), and a Sp of 96.1% (95% PCI: 95.1%; 97.4%). Model selection and the range of the posterior distribution of the correlation between bELISA and HI test outcomes for truly seropositive animals (median at 0.461; PCI: -0.055; 0.894) suggested a tendency for bELISA and HI to detect the same truly positive animals and to fail to detect the same truly positive animals. The use of bELISA in screening and surveillance for NDV antibodies is indicated given its high Se and Sp, in addition to its ease of automation to handle large numbers of samples compared to HI. The latter can be used as confirmatory test where an ELISA test with moderate or low specificity is used although the likely positive dependence with bELISA implies that HI and bELISA provide similar information on truly positive animals. Evaluation of commercial ELISAs is indicated before their wider use in village chicken populations to avoid erroneous inferences. (C) 2015 Elsevier B.V. All rights reserved.
机译:新城疫(ND)是埃塞俄比亚乡村鸡的地方病,具有重要的经济意义。阻断酶联免疫吸附试验(bELISA,Svanova Biotech),间接ELISA(iELISA,Laboratoire Service International)和对ND病毒(NDV)抗体的血凝抑制(HI)试验的灵敏度(Se)和特异性(Sp)为在没有金标准测试的情况下,在贝叶斯框架中对从埃塞俄比亚东部谢瓦地区的两个家庭区的家庭生产的鸡群中的未接种疫苗的鸡收集的血清进行了评估,这些鸡是在农村生产系统中饲养的。 iELISA测试的结果与其他两个测试的结果有显着差异,其中92%的样品呈阳性,而bELISA和HI的结果则不足15%。 iELISA结果也与先前对纽卡斯尔血清学流行率的估计不一致。因此,iELISA测试提供的信息被认为是高度不可靠的,这可能是由于其特异性极低,因此在旨在估计血清学患病率和测试性能参数的贝叶斯模型中并未考虑。 HI和bELISA测试结果的贝叶斯模型表明,bELISA既有最高的Se(86.6%; 95%后可信区间(PCI):61.8%; 98.5%),又有最高的Sp(98.3%; 95%PCI:97.2%) ; 99.5%),而HI的Se为80.2%(95%PCI:59.1%; 94.3%),Sp为96.1%(95%PCI:95.1%; 97.4%)。对于真正血清反应阳性的动物(中位数为0.461; PCI:-0.055; 0.894),模型选择以及bELISA和HI测试结果之间相关性的后验分布范围表明,bELISA和HI倾向于检测相同的真正阳性动物,并且无法检测到相同的真正阳性动物。 bHI具有较高的Se和Sp值,此外还具有比HI更易于处理大量样品的自动化功能,因此表明在bND抗体的筛查和监测中使用bELISA十分重要。后者可以用作确认试验,其中使用中度或低特异性的ELISA试验,尽管bELISA可能的阳性依赖性表明HI和bELISA在真正阳性的动物上提供了相似的信息。为了避免错误的推断,在将其广泛用于乡村鸡群之前,已经对商业ELISA进行了评估。 (C)2015 Elsevier B.V.保留所有权利。

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