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An approximate approach to sample size determination in bioequivalence testing with multiple pharmacokinetic responses

机译:具有多种药代动力学反应的生物等效性测试中确定样本量的近似方法

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The approval of generic drugs requires the evidence of average bioequivalence (ABE) on both the area under the concentration-time curve and the peak concentration Cmax. The bioequivalence (BE) hypothesis can be decomposed into the non-inferiority (NI) and non-superiority (NS) hypothesis. Most of regulatory agencies employ the two one-sided tests (TOST) procedure to test ABE between two formulations. As it is based on the intersection-union principle, the TOST procedure is conservative in terms of the type I error rate. However, the type II error rate is the sum of the type II error rates with respect to each null hypothesis of NI and NS hypotheses. When the difference in population means between two treatments is not 0, no close-form solution for the sample size for the BE hypothesis is available. Current methods provide the sample sizes with either insufficient power or unnecessarily excessive power. We suggest an approximate method for sample size determination, which can also provide the type II rate for each of NI and NS hypotheses. In addition, the proposed method is flexible to allow extension from one pharmacokinetic (PK) response to determination of the sample size required for multiple PK responses. We report the results of a numerical study. An R code is provided to calculate the sample size for BE testing based on the proposed methods.
机译:批准仿制药要求在浓度-时间曲线下的面积和峰值浓度Cmax上均具有平均生物等效性(ABE)的证据。生物等效性(BE)假设可以分解为非劣性(NI)和非劣性(NS)假设。大多数监管机构都采用两个单面测试(TOST)程序来测试两种配方之间的ABE。由于TOST过程基于交会联合原则,因此在I类错误率方面比较保守。但是,II型错误率是相对于NI和NS假设的每个无效假设的II型错误率的总和。当两次处理之间的总体均值差不为0时,就没有BE假设的样本量的近似形式解。当前的方法为样本量提供了不足的功效或不必要的过量功效。我们建议一种确定样本量的近似方法,该方法还可以为NI和NS假设的每一个提供II型比率。另外,所提出的方法是灵活的,以允许从一种药代动力学(PK)反应扩展到确定多种PK反应所需的样品量。我们报告了数值研究的结果。根据提出的方法,提供了一个R代码来计算用于BE测试的样本量。

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