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基于血清胱抑素 C 的万古霉素剂量优化的群体药代动力学模型。

A Population Pharmacokinetics Model for Vancomycin Dosage Optimization Based on Serum Cystatin C.

机构信息

Department of Pharmacy, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China.

出版信息

Eur J Drug Metab Pharmacokinet. 2020 Aug;45(4):535-546. doi: 10.1007/s13318-020-00621-9.

Abstract

BACKGROUND AND OBJECTIVES

Renal function has an important influence on the pharmacokinetics of vancomycin, and serum cystatin C (CysC) exhibits accurate predictive performance as a marker for renal function. This study aimed to develop a population pharmacokinetics (PopPK) model of vancomycin based on serum CysC in pediatric patients. In addition, vancomycin dosage was optimized with the area under the serum concentration-time curve over 24 h (AUC)/minimum inhibitory concentration (MIC) ratio in the target range of 400-700 and the steady-state trough concentration (C).

METHODS

Data were retrospectively obtained from pediatric patients aged 2-18 years who received vancomycin treatment for infection from January 2014 to June 2019. PopPK analysis and Monte Carlo simulations were conducted using nonlinear mixed effects model (NONMEM) software.

RESULTS

A total of 220 children were included. Serum CysC and age were significant covariates affecting the pharmacokinetics of vancomycin. The final typical value of clearance was 2.25 L/h; the volume of distribution was 8.17 L. The average probability of target attainment values of AUC/MIC ratios within 400-700 in the 2-7, 7-12, and 12-18 years age groups were 66.1%, 68.1% and 66.5%, respectively. The median C values of vancomycin for the 2-7, 7-12, and 12-18 years age groups were 7.49-11.84, 5.98-11.32, and 5.15-11.39 mg/L, respectively, and were highly correlated with AUC/MIC ratios in the range of 400-700 when the MIC was 1 mg/L.

CONCLUSIONS

The pharmacokinetic parameters for vancomycin in pediatric patients were estimated using a serum CysC model. The simulated dosages provide a reference for vancomycin therapy.

摘要

背景与目的

肾功能对万古霉素的药代动力学有重要影响,血清胱抑素 C(CysC)作为肾功能的标志物具有准确的预测性能。本研究旨在建立基于儿童患者血清 CysC 的万古霉素群体药代动力学(PopPK)模型。此外,还优化了万古霉素剂量,使 AUC/最小抑菌浓度(MIC)比值在目标范围 400-700 内,稳态谷浓度(C)。

方法

数据来自 2014 年 1 月至 2019 年 6 月期间因感染接受万古霉素治疗的 2-18 岁儿科患者。采用非线性混合效应模型(NONMEM)软件进行 PopPK 分析和蒙特卡罗模拟。

结果

共纳入 220 例儿童。血清 CysC 和年龄是影响万古霉素药代动力学的重要协变量。清除率的典型终值为 2.25 L/h;分布容积为 8.17 L。2-7、7-12 和 12-18 岁年龄组 AUC/MIC 比值目标达标率的平均概率值分别为 66.1%、68.1%和 66.5%。万古霉素的 2-7、7-12 和 12-18 岁年龄组的中位 C 值分别为 7.49-11.84、5.98-11.32 和 5.15-11.39 mg/L,当 MIC 为 1 mg/L 时,与 AUC/MIC 比值高度相关。

结论

采用血清 CysC 模型估算了儿童患者万古霉素的药代动力学参数。模拟剂量为万古霉素治疗提供了参考。

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