Jolling Koen, Ruixo Juan Jose Perez, Hemeryck Alex, Piotrovskij Vladimir, Greway Tony
Advanced PK/PD Modeling and Simulation department, Global Clinical Pharmacokinetics and Clinical Pharmacology, Johnson & Johnson Pharmaceutical Research & Development (a division of Janssen Pharmaceutica NV), 2340 Beerse, Belgium.
J Pharm Sci. 2004 Dec;93(12):3027-38. doi: 10.1002/jps.20200.
The purpose of this study was to model the pharmacokinetics of the pegylated human erythropoietin (PEG-EPO) after single-dose administration in rats, and to evaluate the influence of weight, sex, and pregnancy status on the pharmacokinetic parameters. A total of 436 serum concentrations from 193 Sprague-Dawley rats were obtained from four pharmacokinetic/toxicokinetic studies, in which a single dose of PEG-EPO was administered by the intravenous (i.v.; dose range: 2.5 to 500 microg/kg) and subcutaneous (s.c.; dose range: 12.5 to 500 microg/kg) route. Pharmacokinetic analysis was performed using nonlinear mixed effect modeling (NONMEM V software) to determine the population mean of pharmacokinetic parameters and the variances of the interindividual random effects. The effect of weight, sex, and pregnancy status on the pharmacokinetic parameters was evaluated by forward inclusion and backward elimination process, using the likelihood ratio test. Nonparametric bootstrap analysis was employed as an internal model evaluation technique to qualify the model developed. An open two-compartment model with linear elimination from the central compartment, a first-order absorption with lag time characterized the serum concentration-time profiles of PEG-EPO after i.v. and s.c. administration. For a male rat of 0.24 kg, the average CL, Vc, Q, Vp, Ka, Tlag, and F was estimated to be 0.728 mL/h, 15.8 mL, 0.373 mL/h, 6.99 mL, 0.0618 h(-1), 3.13 h, and 48.8%, respectively. A twofold increase in weight corresponded with a 170 and 238% increase in CL and Vc, respectively. In female rats, Vp was reduced by 11%, whereas F was increased by 15%. No effect of pregnancy status on any of the parameters could be identified. The interindividual variability in CL, Vc, Vp, Ka, and F was estimated at 10.7, 14.7, 16.6, 11.0, and 13.6%, respectively. Nonparametric bootstrap analysis confirmed the accuracy and the precision of the NONMEM parameter estimates. A population pharmacokinetic approach was used to integrate the knowledge gathered from several pharmacokinetic/toxicokinetic studies in rats. The pharmacokinetics of PEG-EPO in the rat was successfully modeled using a two-compartmental model with a linear elimination from the central compartment and a first-order absorption process with lag time. Weight and sex, but not pregnancy status, were identified as covariates of interest during preclinical development. The population pharmacokinetic model developed will be further used for the purpose of interspecies scaling and PK/PD modeling.
本研究的目的是建立大鼠单剂量给药后聚乙二醇化人促红细胞生成素(PEG-EPO)的药代动力学模型,并评估体重、性别和妊娠状态对药代动力学参数的影响。从四项药代动力学/毒代动力学研究中获得了193只Sprague-Dawley大鼠的436个血清浓度数据,其中PEG-EPO通过静脉注射(i.v.;剂量范围:2.5至500μg/kg)和皮下注射(s.c.;剂量范围:12.5至500μg/kg)途径进行单剂量给药。使用非线性混合效应模型(NONMEM V软件)进行药代动力学分析,以确定药代动力学参数的总体均值和个体间随机效应的方差。通过向前纳入和向后剔除过程,使用似然比检验评估体重、性别和妊娠状态对药代动力学参数的影响。采用非参数自助法分析作为内部模型评估技术,以验证所建立模型的质量。一个具有中央室线性消除、一级吸收且有滞后时间的开放二室模型表征了PEG-EPO静脉注射和皮下注射后的血清浓度-时间曲线。对于一只体重0.24 kg的雄性大鼠,平均清除率(CL)、中央室容积(Vc)、转运速率(Q)、外周室容积(Vp)、吸收速率常数(Ka)、滞后时间(Tlag)和生物利用度(F)分别估计为0.728 mL/h、15.8 mL、0.373 mL/h、6.99 mL、0.0618 h⁻¹、3.13 h和48.8%。体重增加两倍分别对应CL和Vc增加170%和238%。在雌性大鼠中,Vp降低了11%,而F增加了15%。未发现妊娠状态对任何参数有影响。CL、Vc、Vp、Ka和F的个体间变异分别估计为10.7%、14.7%、16.6%、11.0%和13.6%。非参数自助法分析证实了NONMEM参数估计的准确性和精密度。采用群体药代动力学方法整合了从大鼠的几项药代动力学/毒代动力学研究中收集到的知识。使用一个具有中央室线性消除和一级吸收且有滞后时间的二室模型成功建立了大鼠体内PEG-EPO的药代动力学模型。在临床前开发过程中,体重和性别被确定为感兴趣的协变量,而妊娠状态不是。所建立的群体药代动力学模型将进一步用于种间标度和PK/PD建模。