Dose Optimization of Vancomycin in Pediatric Post-Cardiac Surgery Patients: A Population Pharmacokinetic Modeling Study.

IF 4.6 2区 医学 Q1 PHARMACOLOGY & PHARMACY
Clinical Pharmacokinetics Pub Date : 2025-02-01 Epub Date: 2024-12-22 DOI:10.1007/s40262-024-01463-3
J Kamp, D J E Wannet, E P Buddingh, J van Prehn, H E Bunker-Wiersma, J J van Wattum, R H Klein, P P Roeleveld, D J A R Moes
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引用次数: 0

Abstract

Background and objective: Vancomycin is a glycopeptide antibiotic used for the treatment of severe gram-positive infections. Despite decades of clinical experience, optimized dosing for vancomycin in pediatric populations still warrants further investigation. Patients admitted to the pediatric intensive care unit (PICU) after cardiac surgery are often treated with vancomycin in case of (suspected) infection. However, vancomycin dosing in this population is often challenging due to fluctuations in volume status, (temporarily) compromised renal function or the use of diuretics or extracorporeal membrane oxygenation (ECMO). The main objective of this study was to describe vancomycin pharmacokinetics (PK) in pediatric cardiac surgery patients. Secondary objectives were to potentially optimize vancomycin dosing and to assess the suitability of the model to be used for model informed precision dosing (MIPD).

Methods: A retrospective cohort study was performed with patients admitted to the PICU of the Leiden University Medical Center. Clinical data from post-cardiac surgery PICU patients receiving intravenous vancomycin between January 2020 and December 2023 were included in the analysis. Patients received vancomycin 10 mg/kg 4 times daily (qid), after which a trough concentration was generally sampled just before the fourth dose. Pharmacokinetic data were used to develop a population PK model by using a non-linear mixed effects modeling approach (NONMEM). In addition, potential covariates such as renal function, body weight (BW) and post-menstrual age were tested. The final model was used for vancomycin dose optimization using Monte Carlo simulations.

Results: In total, 193 pediatric post-cardiac surgery patients, contributing a total of 706 vancomycin blood samples were included. The 2-compartmental population PK model best described the data. Renal function and BW were identified as significant and clinically relevant covariates on vancomycin PK. Model parameters were: elimination clearance: 4.01 L/min at 70 kg; intercompartmental clearance: 0.425 L/min at 70 kg; central volume of distribution: 56.1 L/70 kg; and peripheral volume of distribution: 21.7 L/70 kg (fixed). Dose simulations suggested a non-linear dosing algorithm, with relatively lower per kg dose for increasing BW to be optimal for our population. Furthermore, the model was considered to be suitable for the (a posteriori) prediction of future vancomycin serum concentrations.

Conclusion: We successfully developed a population PK model for vancomycin in post-cardiac surgery children. Vancomycin PK were shown to be significantly influenced by serum creatinine and BW. Furthermore, we suggest a new vancomycin dosing regimen based on allometric scaling. The developed PK model can be used for model informed precision dosing of vancomycin in pediatric post-cardiac surgery patients.

儿童心脏手术后患者万古霉素的剂量优化:人群药代动力学模型研究。
背景与目的:万古霉素是一种用于治疗严重革兰氏阳性感染的糖肽类抗生素。尽管有几十年的临床经验,万古霉素在儿科人群中的最佳剂量仍有待进一步研究。心脏手术后入住儿科重症监护病房(PICU)的患者通常在(疑似)感染的情况下使用万古霉素治疗。然而,万古霉素在这一人群中的剂量往往具有挑战性,因为容量状态波动,(暂时)肾功能受损或使用利尿剂或体外膜氧合(ECMO)。本研究的主要目的是描述万古霉素在小儿心脏手术患者中的药代动力学(PK)。次要目标是潜在地优化万古霉素剂量,并评估用于模型知情精确剂量(MIPD)的模型的适用性。方法:对莱顿大学医学中心PICU收治的患者进行回顾性队列研究。2020年1月至2023年12月期间接受静脉万古霉素治疗的心脏手术后PICU患者的临床数据纳入分析。患者接受万古霉素10mg /kg每日4次(qid),之后一般在第四次给药前取样谷浓度。利用药代动力学数据,采用非线性混合效应建模方法(NONMEM)建立种群PK模型。此外,还检测了潜在的协变量,如肾功能、体重(BW)和经后年龄。通过蒙特卡罗模拟,将最终模型用于万古霉素的剂量优化。结果:共纳入193例小儿心脏术后患者,提供706份万古霉素血液样本。2区隔群体PK模型最能描述该数据。肾脏功能和体重被认为是万古霉素PK的重要临床相关协变量。模型参数为:清除清除率:4.01 L/min, 70 kg;室间间隙:70 kg时0.425 L/min;中心分配容积:56.1 L/70 kg;周边分布容积:21.7 L/70 kg(固定)。剂量模拟建议采用非线性给药算法,以相对较低的每公斤剂量增加体重对我们的人群是最优的。此外,该模型被认为适用于(后验)预测未来万古霉素的血清浓度。结论:成功建立了万古霉素在心脏手术后患儿体内的群体PK模型。血清肌酐和体重显著影响万古霉素PK。此外,我们提出了一种基于异速缩放的万古霉素给药方案。所建立的PK模型可用于小儿心脏手术后患者万古霉素的精确给药。
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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