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Epidemiologic approaches to evaluating the potential for human papillomavirus type replacement postvaccination

机译:流行病学方法评估疫苗接种后人乳头瘤病毒类型替代的潜力

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摘要

Currently, 2 vaccines exist that prevent infection by the genotypes of human papillomavirus (HPV) responsible for approximately 70% of cervical cancer cases worldwide. Although vaccination is expected to reduce the prevalence of these HPV types, there is concern about the effect this could have on the distribution of other oncogenic types. According to basic ecological principles, if competition exists between ≥2 different HPV types for niche occupation during natural infection, elimination of 1 type may lead to an increase in other type(s). Here, we discuss this issue of "type replacement" and present different epidemiologic approaches for evaluation of HPV type competition. Briefly, these approaches involve: 1) calculation of the expected frequency of coinfection under independence between HPV types for comparison with observed frequency; 2) construction of hierarchical logistic regression models for each vaccine-targeted type; and 3) construction of Kaplan-Meier curves and Cox models to evaluate sequential acquisition and clearance of HPV types according to baseline HPV status. We also discuss a related issue concerning diagnostic artifacts arising when multiple HPV types are present in specific samples (due to the inability of broad-spectrum assays to detect certain types present in lower concentrations). This may result in an apparent increase in previously undetected types postvaccination.
机译:当前,存在两种疫苗可以防止人类乳头瘤病毒(HPV)基因型感染,这种疫苗在全世界约70%的宫颈癌病例中负责。尽管接种疫苗有望降低这些HPV类型的流行率,但人们担心这可能会对其他致癌类型的分布产生影响。根据基本的生态学原理,如果在自然感染过程中存在≥2种不同HPV类型之间的竞争,以利基占据,则消除一种类型可能会导致其他类型的增加。在这里,我们讨论了“类型替换”的问题,并提出了不同的流行病学方法来评估HPV类型竞争。简而言之,这些方法包括:1)计算HPV类型之间独立性时的合并感染预期频率,以与观察到的频率进行比较; 2)为每种疫苗目标类型构建分级逻辑回归模型; 3)建立Kaplan-Meier曲线和Cox模型,以根据基线HPV状态评估HPV类型的顺序采集和清除。我们还将讨论有关在特定样品中存在多种HPV类型时产生的诊断伪影的相关问题(由于无法通过广谱检测来检测低浓度的某些类型)。这可能导致接种后以前未发现的类型明显增加。

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