Combining data on the bioavailability of midazolam and physiologically-based pharmacokinetic modeling to investigate intestinal CYP3A4 ontogeny

IF 3.1 3区 医学 Q2 PHARMACOLOGY & PHARMACY
Trevor N. Johnson, Hannah K. Batchelor, Jan Goelen, Richard D. Horniblow, Jean Dinh
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Abstract

Pediatric physiologically-based modeling in drug development has grown in the past decade and optimizing the underlying systems parameters is important in relation to overall performance. In this study, variation of clinical oral bioavailability of midazolam as a function of age is used to assess the underlying ontogeny models for intestinal CYP3A4. Data on midazolam bioavailability in adults and children and different ontogeny patterns for intestinal CYP3A4 were first collected from the literature. A pediatric PBPK model was then used to assess six different ontogeny models in predicting bioavailability from preterm neonates to adults. The average fold error ranged from 0.7 to 1.38, with the rank order of least to most biased model being No Ontogeny < Upreti = Johnson < Goelen < Chen < Kiss. The absolute average fold error ranged from 1.17 to 1.64 with the rank order of most to least precise being Johnson > Upreti > No Ontogeny > Goelen > Kiss > Chen. The optimal ontogeny model is difficult to discern when considering the possible influence of CYP3A5 and other population variability; however, this study suggests that from term neonates and older a faster onset Johnson model with a lower fraction at birth may be close to this. For inclusion in other PBPK models, independent verification will be needed to confirm these results. Further research is needed in this area both in terms of age-related changes in midazolam and similar drug bioavailability and intestinal CYP3A4 ontogeny.

Abstract Image

结合咪达唑仑的生物利用度数据和基于生理学的药代动力学模型,研究肠道 CYP3A4 的本能。
在过去十年中,药物开发中基于儿科生理的建模不断发展,优化基础系统参数对整体性能非常重要。本研究利用咪达唑仑临床口服生物利用度随年龄的变化来评估肠道 CYP3A4 的基础本体模型。首先从文献中收集了成人和儿童的咪达唑仑生物利用度数据以及肠道 CYP3A4 的不同本体模式。然后使用儿科 PBPK 模型评估了六种不同的本体模式在预测从早产新生儿到成人的生物利用度方面的效果。平均折叠误差从 0.7 到 1.38 不等,从偏差最小到偏差最大的模型排名依次为无本体Upreti > 无本体 > Goelen > Kiss > Chen。考虑到 CYP3A5 和其他人群变异的可能影响,最佳本体模型很难确定;不过,本研究表明,从足月儿和更大年龄的新生儿来看,发病较快的 Johnson 模型与出生时较低的分数可能接近。要将这些结果纳入其他 PBPK 模型,还需要进行独立验证。在这一领域还需要进一步研究与年龄相关的咪达唑仑和类似药物生物利用度的变化以及肠道 CYP3A4 的发育过程。
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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