Clinical Pharmacokinetics Department, Institut de Recherches Internationales Servier, 50 rue Carnot, 92284, Suresnes Cedex, France.
Pharm Res. 2013 Oct;30(10):2640-53. doi: 10.1007/s11095-013-1089-1. Epub 2013 Jun 5.
A population pharmacokinetic/pharmacodynamic (PK/PD) model was developed to describe the thrombocytopenia (dose-limiting toxicity) of abexinostat, a new histone deacetylase inhibitor. An optimal administration schedule of the drug was determined using a simulation-based approach.
Early PK and PK/PD data were analysed using a sequential population modeling approach (NONMEM 7), allowing for the description of a PK profile and platelet-count decrease after abexinostat administration with various administration schedules. Simulations of platelet count with several administration schedules over 3-week treatment cycles (ASC) and over a day (ASD) were computed to define the optimal schedule that limits the depth of thrombocytopenia.
An intermediate PK/PD model accurately described the data. The administration of abexinostat during the first 4 days of each week in a 3-week cycle resulted in fewer adverse events (with no influence of ASD on platelet count profiles), and corresponded to the optimal treatment schedule. This administration schedule was clinically evaluated in a phase I clinical trial and allowed for the definition of a new maximum tolerated dose (MTD), leading to a nearly 30% higher dose-intensity than that of another previously tested schedule. Lastly, a final model was built using all of the available data.
The final model, characterizing the dose-effect and the dose-toxicity relationships, provides a useful modeling tool for clinical drug development.
建立群体药代动力学/药效学(PK/PD)模型,以描述新型组蛋白去乙酰化酶抑制剂 abexinostat 的血小板减少症(剂量限制性毒性)。采用基于模拟的方法确定该药物的最佳给药方案。
采用序贯群体建模方法(NONMEM 7)分析早期 PK 和 PK/PD 数据,以描述 abexinostat 给药后 PK 曲线和血小板计数下降的情况,并采用各种给药方案。计算了在 3 周治疗周期(ASC)和 1 天(ASD)中进行的几种给药方案的血小板计数模拟,以确定限制血小板减少深度的最佳方案。
一个中间 PK/PD 模型准确地描述了数据。在每周的前 4 天进行 abexinostat 给药的 3 周周期方案导致较少的不良事件(ASD 对血小板计数曲线无影响),并且是最佳的治疗方案。该给药方案在一项 I 期临床试验中进行了临床评估,并确定了新的最大耐受剂量(MTD),与之前测试的另一种方案相比,剂量强度提高了近 30%。最后,使用所有可用数据构建了最终模型。
该最终模型,对剂量效应和剂量毒性关系进行了特征描述,为临床药物开发提供了有用的建模工具。