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癌症疫苗研究中使用弗莱明 - 哈林顿权重类别的加权对数秩检验的样本量确定

Sample size determination for the weighted log-rank test with the Fleming-Harrington class of weights in cancer vaccine studies.

作者信息

Hasegawa Takahiro

机构信息

Biostatistics Department, Shionogi & Co., Ltd., Osaka, Japan.

出版信息

Pharm Stat. 2014 Mar-Apr;13(2):128-35. doi: 10.1002/pst.1609. Epub 2014 Feb 5.

Abstract

In recent years, immunological science has evolved, and cancer vaccines are available for treating existing cancers. Because cancer vaccines require time to elicit an immune response, a delayed treatment effect is expected. Accordingly, the use of weighted log-rank tests with the Fleming-Harrington class of weights is proposed for evaluation of survival endpoints. We present a method for calculating the sample size under assumption of a piecewise exponential distribution for the cancer vaccine group and an exponential distribution for the placebo group as the survival model. The impact of delayed effect timing on both the choice of the Fleming-Harrington's weights and the increment in the required number of events is discussed.

摘要

近年来,免疫科学不断发展,癌症疫苗已可用于治疗现有的癌症。由于癌症疫苗需要时间来引发免疫反应,因此预期会有延迟的治疗效果。相应地,建议使用具有弗莱明 - 哈林顿权重类别的加权对数秩检验来评估生存终点。我们提出了一种在癌症疫苗组假设为分段指数分布、安慰剂组假设为指数分布作为生存模型的情况下计算样本量的方法。讨论了延迟效应时间对弗莱明 - 哈林顿权重选择以及所需事件数量增量的影响。

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