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阿波明的群体药代动力学:癌症患者和健康男性的荟萃分析。

Population pharmacokinetics of APOMINE: a meta-analysis in cancer patients and healthy males.

作者信息

Bonate Peter L, Floret Simon, Bentzen Craig

机构信息

ILEX Products, 4545 Horizon Hill Blvd, San Antonio, TX 78229, USA.

出版信息

Br J Clin Pharmacol. 2004 Aug;58(2):142-55. doi: 10.1111/j.1365-2125.2004.02111.x.

Abstract

AIMS

  1. To characterize the population pharmacokinetics of apomine in healthy males and in male and female patients with solid tumours and 2) to understand more fully the influence of induction and between- and within-subject variability on exposure to drug using Monte Carlo simulation.

METHODS

Apomine was administered once- or twice-daily with or without food in single and multiple oral doses of 30-2100 mg to healthy males (n = 19) and patients with solid tumours (n = 19). The data were divided into model development and validation sets. Models were developed using standard population methods. These were the identification of an appropriate base model, calculation of the empirical Bayes estimates of the primary pharmacokinetic parameters, covariate screening, forward stepwise addition of covariates using the likelihood ratio test as a model selection criteria, and backwards elimination to obtain the final model. To study the influence of data from individual subjects, the model development dataset was subjected to the delete-1 jack-knife and the final model was fitted to each jack-knifed dataset. Principal components analysis of the jack-knifed matrix of model parameters identified two influential subjects who were removed from the dataset, and the final model contained data from the remaining subjects. Model validation was examined using goodness of fit statistics and relative error measures using independent datasets from cancer patients. The model provided a reasonable approximation to the pharmacokinetic measurements in the validation datasets. Computer simulations were undertaken to understand further the pharmacokinetics of apomine in otherwise healthy females, a population not yet studied.

RESULTS

Apomine pharmacokinetics were complex and consistent with a two-compartment model with a lag-time. Apparent oral clearance at baseline and apparent volume of distribution at steady-state were larger in healthy males than in cancer patients (41 ml h(-1) and 14.1 l vs 10 ml h(-1) and 8.9 l, respectively, for a 75 kg person). Clearance was time-variant showing a maximal increase with full induction of 320 ml h(-1), independent of patient type. The time to reach 50% maximal induction was about 2 days. The fraction of drug absorbed was relatively constant at doses less than 100-200 mg once daily but decreased at higher doses. Food also decreased relative bioavailability by 36%. Patient characteristics had no effect on apomine pharmacokinetics except for weight, which was proportional to the volume of the central compartment. Between-subject variability (68% for clearance, 30% for central volume, and 141% for peripheral volume) was moderate to large and independent of patient type. Inter-occasion variability was small (18% for both clearance and central volume). Residual variability was modelled with an additive and proportional error model. Cancer patients had slightly higher plasma concentrations than healthy males but this difference was probably not clinically significant. Steady-state was reached in about 3-4 days after once-daily drug administration. The half-life of apomine after three weeks of once-daily dosing was 41 h in cancer patients and 32 h in healthy males.

CONCLUSIONS

A population model for apomine has been developed has been developed that characterizes its pharmacokinetics in cancer patients and healthy subjects under a variety of conditions.

摘要

目的

1)描述阿波明在健康男性以及患有实体瘤的男性和女性患者中的群体药代动力学特征;2)通过蒙特卡洛模拟更全面地了解诱导作用以及个体间和个体内变异性对药物暴露的影响。

方法

对健康男性(n = 19)和实体瘤患者(n = 19)以单次或多次口服剂量30 - 2100 mg,每日给药1次或2次,给药时有无食物均可。数据分为模型开发集和验证集。使用标准群体方法开发模型。这些方法包括识别合适的基础模型、计算主要药代动力学参数的经验贝叶斯估计值、协变量筛选、以似然比检验作为模型选择标准向前逐步添加协变量以及向后剔除协变量以获得最终模型。为研究个体受试者数据的影响,对模型开发数据集进行留一法交叉验证,并将最终模型拟合到每个交叉验证数据集。对模型参数的交叉验证矩阵进行主成分分析,识别出两个有影响力的受试者并将其从数据集中剔除,最终模型包含其余受试者的数据。使用拟合优度统计量和相对误差测量方法,利用癌症患者的独立数据集对模型进行验证。该模型对验证数据集中的药代动力学测量值提供了合理的近似。进行计算机模拟以进一步了解阿波明在其他方面健康的女性(尚未研究的人群)中的药代动力学。

结果

阿波明的药代动力学复杂,符合具有滞后时间的二室模型。健康男性的基线表观口服清除率和稳态表观分布容积大于癌症患者(对于一名75 kg的人,分别为41 ml h⁻¹和14.1 l,而癌症患者分别为10 ml h⁻¹和8.9 l)。清除率随时间变化,在完全诱导时最大增加至320 ml h⁻¹,与患者类型无关。达到最大诱导的50%的时间约为2天。每日剂量小于100 - 200 mg时,药物吸收分数相对恒定,但在较高剂量时降低。食物也使相对生物利用度降低36%。除体重外,患者特征对阿波明药代动力学无影响,体重与中央室容积成正比。个体间变异性(清除率为68%,中央室容积为30%,外周室容积为141%)为中度至高度,且与患者类型无关。不同给药间隔间的变异性较小(清除率和中央室容积均为18%)。用加性和比例误差模型对残差变异性进行建模。癌症患者的血浆浓度略高于健康男性,但这种差异可能无临床意义。每日给药1次后约3 - 4天达到稳态。每日给药1次三周后,阿波明在癌症患者中的半衰期为41小时,在健康男性中为32小时。

结论

已开发出阿波明的群体模型,该模型描述了其在各种条件下癌症患者和健康受试者中的药代动力学特征。

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