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轮状病毒疫苗效力估计值偏倚的病例对照研究和传统病例对照研究设计的比较。

A comparison of the test-negative and traditional case-control study designs with respect to the bias of estimates of rotavirus vaccine effectiveness.

机构信息

Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, USA.

Department of Epidemiology, Emory University, Atlanta, GA, USA; Centers for Disease Control and Prevention, Atlanta, GA, USA.

出版信息

Vaccine. 2018 Aug 9;36(33):5071-5076. doi: 10.1016/j.vaccine.2018.06.072. Epub 2018 Jul 3.

Abstract

Estimation of the effectiveness of rotavirus vaccines via the test-negative control study design has gained popularity over the past few years. In this study design, children with severe diarrhea who test positive for rotavirus infection are considered as cases, while children who test negative serve as controls. We use a simple probability model to evaluate and compare the test-negative control and the traditional case-control designs with respect to the bias of resulting estimates of rotavirus vaccine effectiveness (VE). Comparisons are performed under two scenarios, corresponding to studies performed in high-income and low-income countries. We consider two potential sources of bias: (a) misclassification bias resulting from imperfect sensitivity and specificity of the test used to diagnose rotavirus infection, and (b) selection bias associated with possible effect of rotavirus vaccination on the probability of contracting severe non-rotavirus diarrhea. Our results suggest that both sources of bias may produce VE estimates with substantial bias. Particularly, lack of perfect specificity is associated with severe negative bias. For example, if the specificity of the diagnostic test is 90% then VE estimates from both types of case-control studies may under-estimate the true VE by more than 20%. If the vaccine protects children against non-rotavirus diarrhea then VE estimates from test-negative control studies may be close to zero even though the true VE is 50%. However, the sensitivity and specificity of the enzyme immunoassay test currently used to diagnose rotavirus infections are both over 99%, and there is no solid evidence that the existing rotavirus vaccines affect the rates of non-rotavirus diarrhea. We therefore conclude that the test-negative control study design is a convenient and reliable alternative for estimation of rotavirus VE.

摘要

利用阴性对照测试设计来评估轮状病毒疫苗的效果在过去几年中变得越来越流行。在这种设计中,轮状病毒感染检测呈阳性的严重腹泻儿童被视为病例,而检测呈阴性的儿童则作为对照。我们使用一个简单的概率模型来评估和比较阴性对照测试设计与传统病例对照设计在轮状病毒疫苗有效性(VE)估计值的偏倚方面的差异。在两种情况下进行比较,分别对应于高收入和低收入国家进行的研究。我们考虑了两种潜在的偏倚来源:(a)用于诊断轮状病毒感染的检测方法灵敏度和特异性不完美导致的分类偏倚,以及(b)轮状病毒疫苗接种对非轮状病毒严重腹泻发病概率的可能影响导致的选择偏倚。我们的研究结果表明,这两种偏倚来源都可能导致 VE 估计值存在严重的偏倚。特别是,检测方法缺乏完美的特异性会导致严重的负偏倚。例如,如果诊断检测的特异性为 90%,则两种类型的病例对照研究的 VE 估计值可能会低估真实 VE 超过 20%。如果疫苗可以预防儿童感染非轮状病毒腹泻,那么阴性对照测试设计的 VE 估计值可能接近零,尽管真实 VE 为 50%。然而,目前用于诊断轮状病毒感染的酶免疫测定法的灵敏度和特异性都超过 99%,并且没有确凿的证据表明现有的轮状病毒疫苗会影响非轮状病毒腹泻的发生率。因此,我们得出结论,阴性对照测试设计是评估轮状病毒 VE 的一种方便可靠的替代方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1fb5/6083862/ec2cda6565e2/nihms979642f1.jpg

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