Plikaytis Brian D, Carlone George M
Biostatistics and Information Management Branch, Division of Bacterial and Mycotic Diseases, National Center for Infectious Diseases, Centers for Disease Control and Prevention, Mailstop C09, Atlanta, GA 30333, USA.
Vaccine. 2005 Feb 18;23(13):1606-14. doi: 10.1016/j.vaccine.2004.06.047.
Part 2 of this series investigates the statistical considerations of vaccine evaluation in an active-control trial. In particular, the strengths and weaknesses of the noninferiority methodology will be explored and contrasted for T-cell independent (does not elicit a memory response) and T-cell dependent (elicits a memory response) vaccines. At present, the noninferiority model is widely accepted as the primary tool for comparing the immunogenicity of a new or reformulated vaccine to an already existing licensed product. However, conclusions drawn from statistical hypothesis testing are dependent on the bioassay endpoint (e.g., antibody concentration) and the metric analyzed (e.g., geometric mean concentration, proportion fold-response, etc.). Competing vaccines may be highly immunogenic and still be judged inferior to licensed vaccines. T-cell dependent vaccines introduce new issues into the evaluation process regarding the analysis of short- and long-term immune response. Also, the kinetics of vaccine response is increasingly being recognized as an important variable in quantifying peak antibody levels after an immunization. This report will also illustrate a method for using multiple immunogenicity endpoints to measure vaccine effectiveness and protection through the use of statistical models and indicate the strengths and weaknesses of using these techniques.
本系列的第2部分探讨了在活性对照试验中疫苗评估的统计学考量。特别地,将针对非T细胞依赖性(不引发记忆反应)和T细胞依赖性(引发记忆反应)疫苗,探讨并对比非劣效性方法的优缺点。目前,非劣效性模型被广泛认可为比较新疫苗或重新配方疫苗与已获许可产品免疫原性的主要工具。然而,从统计假设检验得出的结论取决于生物测定终点(如抗体浓度)和所分析的指标(如几何平均浓度、倍比反应比例等)。竞争疫苗可能具有高度免疫原性,但仍可能被判定不如已获许可的疫苗。T细胞依赖性疫苗在短期和长期免疫反应分析方面给评估过程带来了新问题。此外,疫苗反应的动力学越来越被认为是量化免疫后抗体峰值水平的一个重要变量。本报告还将阐述一种通过使用统计模型,利用多个免疫原性终点来衡量疫苗效力和保护作用的方法,并指出使用这些技术的优缺点。