Prediction of Pediatric Pharmacokinetics for CYP3A4 Metabolized Drugs: Comparison of the Performance of Two Hepatic Ontogeny Within a Physiologically Based Pharmacokinetic Model

Marc Codaccioni PhD, Rosalind L. Southall MSc, Jean Dinh PharmD, PhD, Trevor N. Johnson PhD
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Abstract

The rapid growth in the use of pediatric physiologically based pharmacokinetic (PBPK) models, particularly for regulatory applications, has focused emphasis on model verification and ensuring system parameters are robust, including how these change with age. Uncertainty remains regarding the ontogeny of some enzymes and transporters, in this study 2 published ontogeny profiles for hepatic CYP3A4 were compared. Clinical pharmacokinetic data on 4 intravenously administered CYP3A4 substrates (alfentanil, fentanyl, midazolam, and sildenafil) used across the pediatric age range was collected from the literature. The PBPK models were verified in the adult population and then used to compare the Salem and a modified Upreti ontogeny profiles for CYP3A4 in terms of parent drug clearance and area under the curve from birth onward. Overall, the modified Upreti ontogeny profile resulted in 15 out of 17 age-related predictions within 2-fold and 12 out of 17 predictions within 1.5-fold ranges of observed values, for the Salem ontogeny these values were 12 out of 17 and 8 out of 17, respectively. The Upreti ontogeny profile performed better than Salem, average fold error and absolute average fold error were 1.14 and 1.35 compared to 1.56 and 1.90, respectively.

Identifying the optimal CYP3A4 ontogeny is important for regulatory use of PBPK especially given the number of drugs cleared by this enzyme. This study broadens the evidence from previous studies that Upreti is more favorable than Salem, but further work is needed especially in the neonatal and early infant age range.

CYP3A4 代谢药物的儿科药代动力学预测:基于生理学的药代动力学模型中两种肝脏本构的性能比较
基于生理学的儿科药代动力学(PBPK)模型的使用迅速增加,尤其是在监管应用方面,这就把重点放在了模型验证和确保系统参数的稳健性上,包括这些参数如何随年龄变化。关于某些酶和转运体的本体发生仍存在不确定性,本研究比较了两种已发表的肝脏 CYP3A4 的本体发生曲线。从文献中收集了 4 种静脉注射 CYP3A4 底物(阿芬太尼、芬太尼、咪达唑仑和西地那非)在儿科年龄范围内的临床药代动力学数据。这些 PBPK 模型在成人人群中得到了验证,然后用于比较 Salem 和修改后的 Upreti CYP3A4 本生曲线在母体药物清除率和出生后曲线下面积方面的情况。总体而言,修改后的 Upreti 本体图谱得出的 17 个年龄相关预测值中,有 15 个在观察值的 2 倍范围内,有 12 个在观察值的 1.5 倍范围内;Salem 本体图谱得出的 17 个年龄相关预测值中,有 12 个在观察值的 2 倍范围内,有 12 个在观察值的 1.5 倍范围内,有 8 个在观察值的 1.5 倍范围内。Upreti本体的表现优于Salem,平均折叠误差和绝对平均折叠误差分别为1.14和1.35,而Salem为1.56和1.90。这项研究拓宽了以往研究的证据,即乌普利蒂比萨林更有利,但还需要进一步研究,特别是在新生儿和婴儿早期。
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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