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基于群体药代动力学分析的中国成年患者万古霉素初始给药方案

Initial dosage regimens of vancomycin for Chinese adult patients based on population pharmacokinetic analysis.

作者信息

Deng Chenhui, Liu Taotao, Zhou Tianyan, Lu Hua, Cheng Daohai, Zhong Xiaobing, Lu Wei

机构信息

State Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing, China.

出版信息

Int J Clin Pharmacol Ther. 2013 May;51(5):407-15. doi: 10.5414/CP201842.

Abstract

OBJECTIVE

To build a population pharmacokinetic model for Chinese adult patients and develop initial dosage regimens for patients with different degrees of renal function to achieve target steady-state trough concentrations in the range of 10 - 15 and 15 - 20 mg/l.

METHOD

Data on serum vancomycin concentration was collected from a retrospective study including 72 Chinese adult patients. NONMEM was used to build the population pharmacokinetic model, and a one-compartment model was chosen to describe the vancomycin concentration-time profile. Internal evaluation by bootstrap and visual predictive check (VPC) was performed to evaluate the robustness and prediction of the final model. Monte Carlo simulations were conducted to develop initial dosage regimens to achieve target trough concentrations.

RESULTS

A one-compartment model was built with creatinine clearance (CLcr) as the key covariate influencing drug clearance. The estimated drug clearance for patients with normal renal function (CLcr ≥ 80 ml/min) was 4.90 l/h, and 0.0654 × CLcr if CLcr was < 80 ml/min. The apparent volume of the central compartment was 47.76 l and no covariate was found to affect it. The results of bootstrap analysis were in agreement with the original parameters of the final model, and VPC of the final model demonstrated good predictability. Initial dosage regimens were developed based on the simulations of the population pharmacokinetic model.

CONCLUSION

A one-compartment model fitted the retrospective data and CLcr had a significant effect on drug clearance. Initial dosage regimens for vancomycin were proposed to provide some help to individual therapy for Chinese adult patients with different renal functions.

摘要

目的

建立中国成年患者的群体药代动力学模型,并为不同肾功能程度的患者制定初始给药方案,以达到10 - 15mg/L和15 - 20mg/L范围内的目标稳态谷浓度。

方法

从一项纳入72例中国成年患者的回顾性研究中收集万古霉素血清浓度数据。使用NONMEM建立群体药代动力学模型,并选择单室模型描述万古霉素浓度-时间曲线。通过自抽样法和可视化预测检查(VPC)进行内部评估,以评价最终模型的稳健性和预测性。进行蒙特卡洛模拟以制定达到目标谷浓度的初始给药方案。

结果

建立了以肌酐清除率(CLcr)作为影响药物清除的关键协变量的单室模型。肾功能正常(CLcr≥80ml/min)患者的估计药物清除率为4.90l/h,若CLcr<80ml/min,则为0.0654×CLcr。中央室的表观容积为47.76l,未发现有协变量影响它。自抽样法分析结果与最终模型的原始参数一致,最终模型的VPC显示出良好的预测性。基于群体药代动力学模型的模拟制定了初始给药方案。

结论

单室模型拟合了回顾性数据,且CLcr对药物清除有显著影响。提出了万古霉素的初始给药方案,为中国不同肾功能成年患者的个体化治疗提供一定帮助。

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