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小儿心脏手术后患者万古霉素的剂量优化:一项群体药代动力学建模研究

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

作者信息

Kamp J, Wannet D J E, Buddingh E P, van Prehn J, Bunker-Wiersma H E, van Wattum J J, Klein R H, Roeleveld P P, Moes D J A R

机构信息

Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA, Leiden, The Netherlands.

Department of Clinical Pharmacy, Meander Medical Center, Amersfoort, The Netherlands.

出版信息

Clin Pharmacokinet. 2025 Feb;64(2):243-255. doi: 10.1007/s40262-024-01463-3. Epub 2024 Dec 22.

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.

摘要

背景与目的

万古霉素是一种糖肽类抗生素,用于治疗严重的革兰氏阳性菌感染。尽管有几十年的临床经验,但儿科人群中万古霉素的优化给药仍需进一步研究。心脏手术后入住儿科重症监护病房(PICU)的患者若发生(疑似)感染,常接受万古霉素治疗。然而,由于容量状态波动、(暂时)肾功能受损或使用利尿剂或体外膜肺氧合(ECMO),该人群的万古霉素给药往往具有挑战性。本研究的主要目的是描述儿科心脏手术患者的万古霉素药代动力学(PK)。次要目的是潜在地优化万古霉素给药,并评估该模型用于模型指导的精准给药(MIPD)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。分析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。患者每日4次(qid)接受10 mg/kg万古霉素治疗,之后一般在第四次给药前采集谷浓度样本。通过非线性混合效应建模方法(NONMEM)使用药代动力学数据建立群体PK模型。此外,还测试了潜在的协变量,如肾功能、体重(BW)和月经后年龄。最终模型用于通过蒙特卡洛模拟优化万古霉素剂量。

结果

总共纳入了193例儿科心脏手术后患者,共提供了706份万古霉素血样。二室群体PK模型最能描述这些数据。肾功能和BW被确定为万古霉素PK的显著且具有临床相关性的协变量。模型参数为:清除率:70 kg时为4.01 L/min;室间清除率:70 kg时为0.425 L/min;中央分布容积:56.1 L/70 kg;外周分布容积:21.7 L/70 kg(固定)。剂量模拟表明存在一种非线性给药算法,对于我们的人群,随着BW增加每千克剂量相对较低时最为合适。此外,该模型被认为适用于(事后)预测未来万古霉素血清浓度。

结论

我们成功地为心脏手术后儿童建立了万古霉素群体PK模型。结果表明万古霉素PK受血清肌酐和BW的显著影响。此外,我们基于体表面积比例提出了一种新的万古霉素给药方案。所建立的PK模型可用于儿科心脏手术后患者万古霉素的模型指导精准给药。

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