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昂丹司琼的群体药代动力学:一项协变量分析。

Population pharmacokinetics of ondansetron: a covariate analysis.

作者信息

de Alwis D P, Aarons L, Palmer J L

机构信息

School of Pharmacy and Pharmaceutical Sciences, University of Manchester, UK.

出版信息

Br J Clin Pharmacol. 1998 Aug;46(2):117-25. doi: 10.1046/j.1365-2125.1998.00756.x.

Abstract

AIMS

To construct a population model to account for the variability in ondansetron pharmacokinetics and to evaluate methods for the efficient development of population models.

METHODS

Population models were developed using 99 subjects consisting of paediatric patients, young, elderly and aged volunteers. A two compartment pharmacokinetic model with a zero order input was used to describe the pharmacokinetics of ondansetron. Three stepwise methods were proposed and used alongside a three step approach to develop population models with both rich and sparse data sets. The stepwise methods were based on obtaining empirical Bayes posterior estimates of pharmacokinetic parameters within a nonlinear mixed effect modelling (NONMEM) program. The parameters were then regressed against covariates in a stepwise procedure. Variance parameters were obtained by fitting the proposed population model to the data in one further NONMEM run. The population model was validated against a test data set of 54 subjects, including children, young and elderly patients and volunteers.

RESULTS

The population model adequately described the differences in ondansetron pharmacokinetics between paediatric patients, young, elderly and aged volunteers. Different covariates were identified by the various methods. Weight was found to have a strong positive linear relationship with all four pharmacokinetic parameters. Clearance showed a weak negative relationship with age. Males were found to have a greater clearance than females after weight adjustment.

CONCLUSIONS

The stepwise search procedures potentially are capable of considerably reducing the time required to develop population pharmacokinetic models. The model developed for ondansetron gave accurate predictions of both the concentration-time profile and variability in an independent data set.

摘要

目的

构建一个群体模型以解释昂丹司琼药代动力学的变异性,并评估群体模型有效开发的方法。

方法

使用由儿科患者、青年、老年和高龄志愿者组成的99名受试者建立群体模型。采用具有零级输入的二室药代动力学模型来描述昂丹司琼的药代动力学。提出了三种逐步方法,并与一种三步方法一起用于开发具有丰富和稀疏数据集的群体模型。逐步方法基于在非线性混合效应建模(NONMEM)程序中获得药代动力学参数的经验贝叶斯后验估计值。然后在逐步过程中将参数与协变量进行回归。通过在另一次NONMEM运行中将所提出的群体模型拟合到数据来获得方差参数。使用包括儿童、青年和老年患者及志愿者在内的54名受试者的测试数据集对群体模型进行验证。

结果

群体模型充分描述了儿科患者、青年、老年和高龄志愿者之间昂丹司琼药代动力学的差异。不同方法识别出了不同的协变量。发现体重与所有四个药代动力学参数均呈强正线性关系。清除率与年龄呈弱负相关。在调整体重后,发现男性的清除率高于女性。

结论

逐步搜索程序有可能大幅减少开发群体药代动力学模型所需的时间。为昂丹司琼开发的模型对独立数据集中的浓度-时间曲线和变异性都给出了准确的预测。

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