Department of Pharmacology, First People's Hospital Affiliated to Shanghai Jiao Tong University, Shanghai, China.
Ther Drug Monit. 2010 Dec;32(6):715-22. doi: 10.1097/FTD.0b013e3181fb6ce3.
A population pharmacokinetic study of cyclosporine (CsA) was performed in liver transplant recipients. A total of 3731 retrospective drug monitoring data points at predose (C0) and 2 hours postdose (C2) were collected from 124 liver transplant recipients receiving CsA microemulsion. Population pharmacokinetic analysis was performed using the program NONMEM (nonlinear mixed-effect modeling). Various covariates potentially related to CsA pharmacokinetics were explored, and the final model was validated by a bootstrap method and by assessing the predictive performance using empiric Bayesian estimates. A one-compartment model with first-order absorption was considered. Population parameters of apparent clearance (CL/F) and volume of distribution were estimated as 23.1 L/h and 105 L, respectively. CL/F was influenced by four covariates: duration of CsA therapy (DT), hematocrit (HCT), and concurrent prednisone dose (PR). The final model for CL/F was fitted as follows: CL/F = 23.1 + 0.5 × (DT/200) - 0.07 × HCT + 0.04 × PR. The interindividual variability in CL/F, volume of distribution, and Ka calculated as coefficient of variation were 15.1%, 9.3%, and 66.0%, respectively. The intraindividual variability was 18.6%. The model fitted well with the observed data, and the bootstrap method guaranteed robustness of the population pharmacokinetic study model. Model validation was performed by a visual predictive check. Moreover, simulation was conducted to facilitate the individualized treatment based on patient information and the final model. The model to characterize population pharmacokinetic study of CsA provided better clinical individualization of CsA dosing in liver transplant recipients based on patient information and to assess patients' suitability for CsA therapy.
进行了环孢素(CsA)的群体药代动力学研究。从接受 CsA 微乳剂的 124 名肝移植受者中收集了 3731 个回顾性药物监测数据点,包括给药前(C0)和给药后 2 小时(C2)。使用 NONMEM(非线性混合效应建模)程序进行群体药代动力学分析。探索了与 CsA 药代动力学可能相关的各种协变量,并通过自举法和使用经验贝叶斯估计评估预测性能来验证最终模型。考虑了一个具有一级吸收的一室模型。表观清除率(CL/F)和分布容积的群体参数分别估计为 23.1 L/h 和 105 L。CL/F 受四个协变量的影响:CsA 治疗持续时间(DT)、红细胞压积(HCT)和同时给予的泼尼松剂量(PR)。CL/F 的最终模型拟合如下:CL/F = 23.1 + 0.5 ×(DT/200)-0.07 × HCT + 0.04 × PR。CL/F 的个体间变异性、分布容积和 Ka 作为变异系数计算分别为 15.1%、9.3%和 66.0%。个体内变异性为 18.6%。该模型与观察数据拟合良好,自举法保证了群体药代动力学研究模型的稳健性。通过可视化预测检查进行模型验证。此外,还进行了模拟,以根据患者信息和最终模型促进个体化治疗。该模型用于表征 CsA 的群体药代动力学研究,为肝移植受者基于患者信息更好地实现 CsA 给药的个体化,并评估患者对 CsA 治疗的适宜性。