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首页> 外文期刊>Pharmaceutical statistics. >Confirmatory efficacy testing for individual dose–placebo comparisons using serial gatekeeping procedure in dose‐finding trials with multiple comparison procedures–modeling
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Confirmatory efficacy testing for individual dose–placebo comparisons using serial gatekeeping procedure in dose‐finding trials with multiple comparison procedures–modeling

机译:在具有多个比较程序的剂量探索试验中使用连续把关程序对单个剂量-安慰剂比较进行验证性疗效测试-建模

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Abstract Dose‐finding trials play a key role in the entire drug development process to determine optimal doses for regulatory approval. We address confirmatory efficacy testing for individual dose–placebo comparisons in the context of a dose‐finding trial designed with multiple comparison procedures–modeling (MCP–Mod). An extension of the MCP–Mod, called closed MCP–Mod, has been proposed to carry out the MCP–Mod in conjunction with pairwise dose‐placebo comparisons; however, an issue associated with the misspecification of candidate dose–response models remains. We consider another way to combine the MCP–Mod and the individual dose‐placebo comparisons using serial gatekeeping procedures with fixed sequence, Holm, Hochberg, and step‐down Dunnett procedure. The method controls the family‐wise error rate in the strong sense and is simple enough to be implemented by existing software. Simulation studies suggested that the serial gatekeeping procedure was comparable with the closed MCP–Mod in terms of statistical power to detect the efficacy of at least one dose, and both methods were capable of pursuing the efficacy claim rather than just establishing the dose–response signal with less than a 20 increase in sample size when assuming monotonic dose–response shapes. The serial gatekeeping procedure would have advantages in the simplicity of implementation and ease of interpretation. The dose‐finding trials aiming to declare the dose–response signal, as well as the efficacy of individual doses, would be worth considering as an option to accelerate the drug development program in certain situations.
机译:摘要 剂量探索试验在整个药物开发过程中起着关键作用,以确定监管批准的最佳剂量。我们在一项采用多种比较程序建模(MCP-Mod)设计的剂量探索试验中,对个体剂量-安慰剂比较进行了验证性疗效测试。MCP-Mod 的扩展,称为封闭式 MCP-Mod,已被提议结合成对剂量-安慰剂比较进行 MCP-Mod;然而,与候选剂量反应模型的错误指定相关的问题仍然存在。我们考虑了另一种方法,将 MCP-Mod 和个体剂量-安慰剂比较结合起来,使用具有固定序列的连续把关程序、Holm、Hochberg 和降压 Dunnett 程序。该方法在强意义上控制了家族误差率,并且足够简单,可以由现有软件实现。模拟研究表明,在检测至少一个剂量的疗效的统计功效方面,连续把关程序与封闭式 MCP-Mod 相当,并且两种方法都能够追求疗效声明,而不仅仅是在假设单调剂量反应形状时样本量增加不到 20% 的情况下建立剂量反应信号。串行把关程序的优点是实施简单,易于解释。在某些情况下,旨在声明剂量反应信号以及单个剂量疗效的剂量探索试验值得考虑作为加速药物开发计划的一种选择。

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