A Pooled Pharmacokinetic Analysis for Piperacillin/Tazobactam Across Different Patient Populations: From Premature Infants to the Elderly.

IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY
Clinical Pharmacokinetics Pub Date : 2025-01-01 Epub Date: 2024-12-25 DOI:10.1007/s40262-024-01460-6
Daming Kong, Jason A Roberts, Jeffrey Lipman, Fabio Silvio Taccone, Michael Cohen-Wolkowiez, Fekade B Sime, Danny Tsai, Pieter A J G De Cock, Sutep Jaruratanasirikul, Sofie A M Dhaese, Andrew A Udy, Timothy W Felton, Robin Michelet, Céline Thibault, Jeroen V Koomen, Douglas J Eleveld, Michel M R F Struys, Jan J De Waele, Pieter J Colin
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引用次数: 0

Abstract

Background and objectives: The pharmacokinetics (PK) of piperacillin/tazobactam (PIP/TAZ) is highly variable across different patient populations and there are controversies regarding non-linear elimination as well as the fraction unbound of PIP (fUNB_PIP). This has led to a plethora of subgroup-specific models, increasing the risk of misusing published models when optimising dosing regimens. In this study, we aimed to develop a single model to simultaneously describe the PK of PIP/TAZ in diverse patient populations and evaluate the current dosing recommendations by predicting the PK/pharmacodynamics (PD) target attainment throughout life.

Methods: Population PK models were separately built for PIP and TAZ based on data from 13 studies in various patient populations. In the development of those single-drug models, postnatal age (PNA), postmenstrual age (PMA), total body weight (TBW), height, and serum creatinine (SCR) were tested as covariates. Subsequently, a combined population PK model was established and the correlations between the PK of PIP and TAZ were tested. Monte Carlo simulations were performed based on the final combined model to evaluate the current dosing recommendations.

Results: The final combined model for PIP/TAZ consisted of four compartments (two for each drug), with covariates including TBW, PMA, and SCR. For a 70-kg, 35-year-old patient with SCR of 0.83 mg L-1, the PIP values for V1, CL, V2 and Q2 were 10.4 L, 10.6 L h-1, 11.6 L and 15.2 L h-1, respectively, and the TAZ values were 10.5 L, 9.58 L h-1, 13.7 L and 16.8 L h-1, respectively. The CL for both drugs show maturation in early life, reaching 50% at 54.2 weeks PMA. With advancing age, CL of TAZ declines to 50% at 61.6 years PMA, whereas CL of PIP declines more slowly, reaching 50% at 89.1 years PMA. The fUNB_PIP was estimated as 64.5% and non-linear elimination was not supported by our data. The simulation results indicated considerable differences in PK/PD target attainment for different patient populations under current recommended dosing regimens.

Conclusions: We developed a combined population PK model for PIP/TAZ across a broad range of patients covering the extremes of patient characteristics. This model can be used as a robust a priori model for Bayesian forecasting to achieve individualised dosing. The simulations indicate that adjustments based on the allometric theory as well as maturation and decline of CL of PIP may help the current dosing recommendations to provide consistent target attainment across patient populations.

哌拉西林/他唑巴坦在不同患者群体中的药代动力学分析:从早产儿到老年人。
背景与目的:哌拉西林/他唑巴坦(PIP/TAZ)的药代动力学(PK)在不同的患者群体中是高度变化的,在非线性消除和PIP未结合分数(fUNB_PIP)方面存在争议。这导致了过多的针对特定亚组的模型,增加了在优化给药方案时滥用已发表模型的风险。在这项研究中,我们旨在建立一个单一的模型来同时描述不同患者群体中PIP/TAZ的PK,并通过预测生命中PK/药效学(PD)目标的实现来评估当前的剂量建议。方法:基于不同患者群体的13项研究数据,分别建立PIP和TAZ的群体PK模型。在这些单药模型的开发中,将出生年龄(PNA)、经后年龄(PMA)、总体重(TBW)、身高和血清肌酐(SCR)作为协变量进行检验。随后,建立了组合种群PK模型,并检验了PIP与TAZ的PK相关性。根据最终的组合模型进行蒙特卡罗模拟,以评估当前的剂量建议。结果:最终建立的PIP/TAZ联合模型包括4个室室(每种药物2个),协变量包括TBW、PMA和SCR。对于体重70公斤、年龄35岁、SCR为0.83 mg L-1的患者,V1、CL、V2和Q2的PIP值分别为10.4 L、10.6 L h-1、11.6 L和15.2 L h-1, TAZ值分别为10.5 L、9.58 L h-1、13.7 L和16.8 L h-1。两种药物的CL均在生命早期成熟,在PMA 54.2周时达到50%。随着年龄的增长,TAZ的CL在PMA 61.6岁时下降到50%,而PIP的CL下降较慢,在PMA 89.1岁时达到50%。fUNB_PIP估计为64.5%,我们的数据不支持非线性消除。模拟结果表明,在当前推荐的给药方案下,不同患者群体在PK/PD目标实现方面存在相当大的差异。结论:我们在广泛的患者范围内开发了PIP/TAZ的联合人群PK模型,涵盖了患者特征的极端。该模型可作为贝叶斯预测的鲁棒先验模型,实现个体化给药。模拟表明,基于异速生长理论的调整以及PIP CL的成熟和下降可能有助于当前的剂量建议,以在患者群体中提供一致的目标实现。
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
8.80
自引率
4.40%
发文量
86
审稿时长
6-12 weeks
期刊介绍: Clinical Pharmacokinetics promotes the continuing development of clinical pharmacokinetics and pharmacodynamics for the improvement of drug therapy, and for furthering postgraduate education in clinical pharmacology and therapeutics. Pharmacokinetics, the study of drug disposition in the body, is an integral part of drug development and rational use. Knowledge and application of pharmacokinetic principles leads to accelerated drug development, cost effective drug use and a reduced frequency of adverse effects and drug interactions.
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