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当特殊人群与药物相互作用交叉时:生理药代动力学模型在孕妇人群中的应用。

When special populations intersect with drug-drug interactions: Application of physiologically-based pharmacokinetic modeling in pregnant populations.

机构信息

Cellular Biomarkers, GlaxoSmithKline, Collegeville, Pennsylvania, USA.

Division of Pharmacy and Optometry, Centre for Applied Pharmacokinetic Research, School of Health Sciences, University of Manchester, Manchester, UK.

出版信息

Biopharm Drug Dispos. 2021 Apr;42(4):160-177. doi: 10.1002/bdd.2272. Epub 2021 Apr 26.

DOI:10.1002/bdd.2272
PMID:33759451
Abstract

Pregnancy results in significant physiological changes that vary across trimesters and into the postpartum period, and may result in altered disposition of endogenous substances and drug pharmacokinetics. Pregnancy represents a unique special population where physiologically-based pharmacokinetic modeling (PBPK) is well suited to mechanistically explore pharmacokinetics and dosing paradigms without subjecting pregnant women or their fetuses to extensive clinical studies. A critical review of applications of pregnancy PBPK models (pPBPK) was conducted to understand its current status for prediction of drug exposure in pregnant populations and to identify areas of further expansion. Evaluation of existing pPBPK modeling efforts highlighted improved understanding of cytochrome P450 (CYP)-mediated changes during pregnancy and identified knowledge gaps for non-CYP enzymes and the physiological changes of the postpartum period. Examples of the application of pPBPK beyond simple dose regimen recommendations are limited, particularly for prediction of drug-drug interactions (DDI) or differences between genotypes for polymorphic drug metabolizing enzymes. A raltegravir pPBPK model implementing UGT1A1 induction during the second and third trimesters of pregnancy was developed in the current work and verified against clinical data. Subsequently, the model was used to explore UGT1A1-related DDI risk with atazanavir and rifampicin along with the effect of enzyme genotype on raltegravir apparent clearance. Simulations of pregnancy-related induction of UGT1A1 either exacerbated UGT1A1 induction by rifampicin or negated atazanavir UGT1A1 inhibition. This example illustrated the advantages of pPBPK modeling for mechanistic evaluation of complex interplays of pregnancy- and drug-related effects in support of model-informed approaches in drug development.

摘要

妊娠导致显著的生理变化,这些变化在妊娠的不同阶段和产后期间有所不同,可能导致内源性物质的处置和药物药代动力学发生改变。妊娠是一个独特的特殊人群,生理基础药代动力学模型(PBPK)非常适合用于在不使孕妇及其胎儿接受广泛临床研究的情况下,从机制上探索药代动力学和给药方案。本文对妊娠 PBPK 模型(pPBPK)的应用进行了批判性回顾,以了解其目前用于预测妊娠人群药物暴露的状况,并确定进一步扩展的领域。评估现有的 pPBPK 建模工作突出了对妊娠期间细胞色素 P450(CYP)介导变化的更好理解,并确定了非 CYP 酶和产后期间生理变化的知识空白。除了简单的剂量方案建议之外,pPBPK 的应用示例有限,特别是对于预测药物-药物相互作用(DDI)或多态药物代谢酶的基因型差异。在当前工作中,开发了一种实施妊娠第二和第三阶段 UGT1A1 诱导的拉替拉韦 pPBPK 模型,并与临床数据进行了验证。随后,该模型用于探索与 UGT1A1 相关的 DDI 风险,包括与阿扎那韦和利福平的相互作用,以及酶基因型对拉替拉韦表观清除率的影响。妊娠相关 UGT1A1 诱导的模拟要么加剧了利福平的 UGT1A1 诱导,要么否定了阿扎那韦对 UGT1A1 的抑制。该示例说明了 pPBPK 建模在支持药物开发中模型指导方法的复杂妊娠和药物相关效应的机制评估方面的优势。

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