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Unified approach for extrapolation and bridging of adult information in early-phase dose-finding paediatric studies

机译:早期剂量寻找儿科研究中成人信息外推和桥接的统一方法

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摘要

The number of trials conducted and the number of patients per trial are typically small in paediatric clinical studies. This is due to ethical constraints and the complexity of the medical process for treating children. While incorporating prior knowledge from adults may be extremely valuable, this must be done carefully. In this paper, we propose a unified method for designing and analysing dose-finding trials in paediatrics, while bridging information from adults. The dose-range is calculated under three extrapolation options, linear, allometry and maturation adjustment, using adult pharmacokinetic data. To do this, it is assumed that target exposures are the same in both populations. The working model and prior distribution parameters of the dose–toxicity and dose–efficacy relationships are obtained using early-phase adult toxicity and efficacy data at several dose levels. Priors are integrated into the dose-finding process through Bayesian model selection or adaptive priors. This calibrates the model to adjust for misspecification, if the adult and pediatric data are very different. We performed a simulation study which indicates that incorporating prior adult information in this way may improve dose selection in children.
机译:在儿科临床研究中,进行的试验次数和每次试验的患者人数通常很少。这是由于道德约束和治疗儿童的医疗过程的复杂性所致。尽管吸收成年人的先验知识可能非常有价值,但必须谨慎进行。在本文中,我们提出了一种统一的方法,用于设计和分析儿科患者的剂量寻找试验,同时桥接成人的信息。剂量范围是使用成人药代动力学数据在三个外推选项(线性,异速生长和成熟度调整)下计算的。为此,假定两个人群的目标暴露相同。剂量-毒性和剂量-功效关系的工作模型和先前的分布参数是使用早期成人毒性和功效数据在几个剂量水平下获得的。先验通过贝叶斯模型选择或自适应先验被集成到剂量寻找过程中。如果成人和儿科数据非常不同,则可以对模型进行校准以针对错误指定进行调整。我们进行了一项模拟研究,该研究表明以这种方式合并以前的成人信息可能会改善儿童的剂量选择。

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