Otsuka Pharmaceutical Development & Commercialization, Inc, Princeton, NJ, USA.
J Clin Pharmacol. 2019 May;59(5):763-770. doi: 10.1002/jcph.1370. Epub 2019 Jan 7.
Tolvaptan is the first approved drug treatment to slow kidney function decline in adults at risk of rapidly progressing autosomal dominant polycystic kidney disease (ADPKD). The objective is to develop (1091 subjects, 7335 observations) and validate (678 subjects, 3012 observations) a population pharmacokinetic model to describe tolvaptan pharmacokinetics in ADPKD subjects. The final model was evaluated with a bootstrapping method. The final model was internally and externally evaluated using visual predictive checks (VPC). Pharmacokinetics was best described by a 1-compartmental model with 0-order absorption, nonlinear relative bioavailability (F1), and first-order elimination. Accounting for changes in F1 significantly improved the model: as the dose increased from 15 mg to 120 mg, F1 decreased by 36%. Population estimates for clearance/F (CL/F), volume of distribution/F (Vd/F), duration of absorption (D1), the highest dose at which F1 is lowest, and the amount of dose at which F1 is 50% were 12.6 L·h , 110 L, 0.58 hour, 182 mg, and 166 mg, respectively. The interindividual variability was 64% in CL/F, 70% in Vd/F, and 238% in D1. Residual variability was described by a combined-error model. The VPC (500 data sets simulated) showed that 76% to 92% of the observed data fell within the 90% prediction intervals. The model stability assessed by a 1000-run bootstrap analysis showed that the mean parameter estimates of data were within 10% of those obtained with the final model. The developed model is robust and stable. Internal and external validation confirmed the model ability to describe the data optimally.
托伐普坦是首个获批用于减缓存在快速进展常染色体显性遗传性多囊肾病(ADPKD)风险的成人患者肾脏功能下降的药物治疗方法。目的是开发(1091 例受试者,7335 个观测值)和验证(678 例受试者,3012 个观测值)描述 ADPKD 受试者中托伐普坦药代动力学的群体药代动力学模型。最终模型采用了自举法进行评估。最终模型采用了可视化预测检查(VPC)进行内部和外部评估。药代动力学最好通过 1 室模型来描述,具有 0 级吸收、非线性相对生物利用度(F1)和 1 级消除。考虑到 F1 的变化显著改善了模型:随着剂量从 15mg 增加到 120mg,F1 降低了 36%。清除率/F(CL/F)、分布容积/F(Vd/F)、吸收时间(D1)、F1 最低的最高剂量以及 F1 为 50%的剂量的群体估计值分别为 12.6L·h、110L、0.58 小时、182mg 和 166mg。CL/F 的个体间变异性为 64%,Vd/F 的个体间变异性为 70%,D1 的个体间变异性为 238%。残余变异性通过联合误差模型来描述。VPC(模拟了 500 个数据集)显示,76%至 92%的观察数据落在 90%预测区间内。通过 1000 次自举分析评估的模型稳定性表明,数据的平均参数估计值在最终模型中获得的参数估计值的 10%以内。所开发的模型是稳健且稳定的。内部和外部验证证实了模型能够最佳地描述数据的能力。