A useful design utilizing the information fraction in a group sequential clinical trial with censored survival data

审查(临床试验) 威布尔分布 统计 样本量测定 中期分析 提前停车 数学 临时的 对数秩检验 威尔科克森符号秩检验 临床试验 生存分析 计算机科学 医学 曼惠特尼U检验 内科学 人工智能 历史 人工神经网络 考古
作者
Chih-Yuan Hsu,Chen-Hsin Chen,Ken-Ning Hsu,Ya-Hung Lu
出处
期刊:Biometrics [Wiley]
被引量:1
标识
DOI:10.1111/biom.12925
摘要

Lan and DeMets (1983) proposed the alpha spending function for group sequential trials to permit the use of unspecified frequencies and timings of interim analyses in the trial design. Regarding a trial with censored time to endpoint, Lan and DeMets (1989) later defined information time at an interim analysis in a maximum duration trial. To compare two survival curves utilizing such a design, information times for group sequential logrank and Wilcoxon-type statistics have been developed by assuming that the survival time follows an exponential distribution or a Weibull distribution without considering the censoring distribution. To better address the practical concerns inherent in clinical trials with survival endpoints, we present a new approach to adequately design a group sequential trial using the Harrington-Fleming (1982) test based on our proposed information fractions by assuming the censoring distribution depends on the patient's accrual time according to various entry distributions and by extending the underlying survival distribution to the generalized gamma distribution. We also determine associated sample sizes, expected number of events and expected stopping time. Two phase III trials of non-small-cell lung cancer originally designed using fixed-sample tests are utilized to illustrate the potential advantages of using a group sequential design with the proposed approach. This enhanced method facilitates the design and analysis of group sequential clinical trials studying survival endpoints by increasing implemental flexibility.
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