STP2 Laboratory, Faculty of Pharmacy, Université de Montréal, 2940 Chemin de Polytechnique, Montreal, QC, H3T 1J4, Canada.
Faculty of Pharmacy, Université de Montréal, Montreal, Canada.
Eur J Drug Metab Pharmacokinet. 2024 Nov;49(6):677-687. doi: 10.1007/s13318-024-00913-4. Epub 2024 Sep 16.
An increase in Staphylococcus aureus infections has been reported in pediatric patients with cystic fibrosis (CF) over the last few years. This pathogen is commonly treated with vancomycin, an antibiotic for which therapeutic drug monitoring (TDM) is recommended. Updated guidelines were recently published regarding new targets of exposure for the TDM of vancomycin through a Bayesian approach, using population pharmacokinetic (popPK) models.
This study aims to assess the predictive performance of vancomycin popPK models in pediatric patients with CF and to recommend optimal initial dosing regimens based on simulations.
Patient data were collected from two centers in Canada, and a literature review was conducted to identify all published vancomycin popPK models for pediatric CF patients. External evaluation and simulations were performed according to patient and occasion of treatment.
A total of 53 vancomycin concentrations were collected from six pediatric CF patients. Only two popPK models of vancomycin for pediatric CF patients were identified through the literature review. The external evaluation results for both centers combined revealed a population bias of 28.1% and an imprecision of 33.7%. A re-estimation of parameters was performed to improve predictive performance. The optimal initial dosing regimen was 15 mg/kg/dose administered every 6 hours according to the per occasion remodel.
The predictive performance and identified optimal initial dosing regimens associated with the model were different depending on the data used, showing external evaluation's importance before implementing a model in clinical practice.
近年来,囊性纤维化(CF)儿科患者的金黄色葡萄球菌感染有所增加。这种病原体通常用万古霉素治疗,建议进行治疗药物监测(TDM)。最近,通过贝叶斯方法,使用群体药代动力学(popPK)模型,发布了有关万古霉素 TDM 的新暴露目标的更新指南。
本研究旨在评估万古霉素 popPK 模型在 CF 儿科患者中的预测性能,并根据模拟结果推荐最佳初始给药方案。
从加拿大的两个中心收集患者数据,并进行文献回顾,以确定所有发表的用于 CF 儿科患者的万古霉素 popPK 模型。根据患者和治疗时机进行外部评估和模拟。
从六名 CF 儿科患者中收集了 53 个万古霉素浓度。仅通过文献回顾确定了两种用于 CF 儿科患者的万古霉素 popPK 模型。两个中心合并的外部评估结果显示群体偏差为 28.1%,不精密度为 33.7%。为了提高预测性能,对参数进行了重新估计。根据每个时机的模型,最佳初始给药方案为 15mg/kg/剂量,每 6 小时给药一次。
预测性能和与模型相关的确定的最佳初始给药方案因所用数据而异,这表明在将模型应用于临床实践之前,外部评估的重要性。