Furuya A, Kato N, Jingu S, Akimoto M, Kasai O, Suwa T, Sato M, Ogata H
Clinical Research Division, Taisho Pharmaceutical Co., Ltd, Toshimaku, Tokyo, Japan.
Eur J Drug Metab Pharmacokinet. 2003 Jul-Sep;28(3):191-9. doi: 10.1007/BF03190485.
The prediction performances of population pharmacokinetic-pharmacodynamic analysis of the two methods (a stepwise and a simultaneous estimations) were evaluated with respect to their accuracies and precisions. A study was designed to investigate the safety and efficacy of TS-943 by a 4 hours constant infusion in 36 healthy male subjects. Population analysis was performed using pharmacokinetic and pharmacodynamic models with NONMEM. The mean of the prediction error (MPE) and the root mean squared error (RMSE) served as a measure of accuracy and precision. In addition, a bootstrap validation was also performed. The results indicate that those population pharmacokinetic-pharmacodynamic parameters for the two methods were comparable. The results of simultaneous estimations are similar to those obtained using a stepwise estimation. The mean parameter estimates obtained with the additional 200 bootstrap replicates of data were within 15% of those obtained with the final model in both methods. The present results demonstrated that the accuracy of pharmacodynamic evaluations using a stepwise end a simultaneous estimations was comparable.
通过准确性和精密度评估了两种方法(逐步估计法和同时估计法)的群体药代动力学-药效学分析的预测性能。设计了一项研究,对36名健康男性受试者进行4小时持续输注,以研究TS-943的安全性和有效性。使用NONMEM的药代动力学和药效学模型进行群体分析。预测误差均值(MPE)和均方根误差(RMSE)用作准确性和精密度的度量。此外,还进行了自助法验证。结果表明,两种方法的那些群体药代动力学-药效学参数具有可比性。同时估计的结果与使用逐步估计获得的结果相似。在两种方法中,用另外200次自助法重复数据获得的平均参数估计值在最终模型获得的估计值的15%以内。目前的结果表明,使用逐步估计法和同时估计法进行药效学评估的准确性具有可比性。