Development, Early Verification and Application of a North American Pediatric PBPK Model, Comparison With the North European Pediatric Population

IF 2.8 3区 医学 Q2 PHARMACOLOGY & PHARMACY
Trevor N. Johnson, Fiskani Kondowe, Joyce van der Heijden, Saskia N. de Wildt, Iain Gardner, Karen Rowland Yeo
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引用次数: 0

Abstract

Physiologically based pharmacokinetic (PBPK) models are increasingly used in pediatric drug development and matching such models to the target population is an important consideration. A US pediatric PBPK model was developed incorporating four sub-groups describing physiology and enzymatic/transporter levels for White, African American, Hispanic/Latino and Asian subjects. Virtual populations could then be created reflecting the demographics of the clinical study design. Ten different drugs (14 studies) were used to verify the pediatric PBPK model performance. Predicted PK parameters showed reasonable agreement with observed data, 50% of the predicted: observed values were within 0.8–1.25-fold, 74% within 0.67–1.5-fold, and 97% within 0.5–2-fold. There was minimal difference for most drugs in performance between the mixed US and North European pediatric populations. This was partly due to reported studies having low numbers of subjects and under-representation of some ethnicities. Power calculations showed that to detect a pharmacokinetic difference for the CYP3A4/5 substrates midazolam, sirolimus and tacrolimus between African American and White American children with a power of 80%, 25, 18 and 12 subjects respectively, in each group would be needed. Developing adult and pediatric PBPK models to closely match study populations is important due to their increased regulatory use and with the move to their application in personalized medicine. Such models may also help to bridge some of the ethnic differences not captured in pediatric clinical studies due to the low numbers of subjects.

北美儿童PBPK模型的发展、早期验证和应用,与北欧儿童人群的比较。
基于生理的药代动力学(PBPK)模型越来越多地用于儿科药物开发,将这些模型与目标人群相匹配是一个重要的考虑因素。建立了一个美国儿童PBPK模型,包括四个亚组,描述白人、非裔美国人、西班牙裔/拉丁裔和亚洲受试者的生理和酶/转运体水平。然后可以创建反映临床研究设计的人口统计数据的虚拟人群。采用10种不同药物(14项研究)验证儿童PBPK模型的性能。预测的PK参数与观测数据吻合较好,50%的预测值在0.8 ~ 1.25倍之间,74%在0.67 ~ 1.5倍之间,97%在0.5 ~ 2倍之间。在美国和北欧混合儿科人群中,大多数药物的性能差异很小。这在一定程度上是由于研究报告的研究对象数量少,某些种族的代表性不足。幂计算显示,要检测CYP3A4/5底物咪达唑仑、西罗莫司和他克莫司在非裔美国儿童和白人美国儿童之间的药代动力学差异,每组受试者的幂分别为80%、25、18和12。开发与研究人群密切匹配的成人和儿童PBPK模型非常重要,因为它们的监管用途越来越多,并且在个性化医疗中的应用也越来越广泛。这样的模型也可能有助于弥合由于受试者数量少而在儿科临床研究中未被捕获的一些种族差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.00
自引率
11.40%
发文量
146
审稿时长
8 weeks
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