Clinical Pharmacology Modeling and Simulation, GlaxoSmithKline Research and Development, King of Prussia, Pennsylvania, USA.
GlaxoSmithKline Global Health Group, Stockley Park, Uxbridge, United Kingdom.
Antimicrob Agents Chemother. 2018 Oct 24;62(11). doi: 10.1128/AAC.00711-18. Print 2018 Nov.
Tafenoquine is a novel 8-aminoquinoline antimalarial drug recently approved by the U.S. Food and Drug Administration (FDA) for the radical cure of acute malaria, which is the first new treatment in almost 60 years. A population pharmacokinetic (POP PK) analysis was conducted with tafenoquine exposure data obtained following oral administration from 6 clinical studies in phase 1 through phase 3 with a nonlinear mixed effects modeling approach. The impacts of patient demographics, baseline characteristics, and extrinsic factors, such as formulation, were evaluated. Model performance was assessed using techniques such as bootstrapping, visual predictive checks, and external data validation from a phase 3 study not used in model fitting and parameter estimation. Based on the analysis, the systemic pharmacokinetics of tafenoquine were adequately described using a two-compartment model. The final POP PK model included body weight (allometric scaling) on apparent oral and intercompartmental clearance (CL/ and /, respectively), apparent volume of distribution for central and peripheral compartments (/ and /, respectively), formulation on systemic bioavailability (1) and absorption rate constant ( ), and health status on apparent volume of distribution. The key tafenoquine population parameter estimates were 2.96 liters/h for CL/ and 915 liters for / in -infected subjects. Additionally, the analyses demonstrated no clinically relevant difference in relative bioavailability across the capsule and tablet formulations administered in these clinical studies. In conclusion, a POP PK model for tafenoquine was developed. Clinical trial simulations based on this model supported bridging the exposures across two different formulations. This POP PK model can be applied to aid and perform clinical trial simulations in other scenarios and populations, such as pediatric populations.
他非喹是一种新型的 8-氨基喹啉抗疟药物,最近被美国食品和药物管理局(FDA)批准用于根治急性疟疾,这是近 60 年来的第一种新疗法。采用非线性混合效应模型法,对来自 6 项 1 期至 3 期临床研究的口服给药后他非喹暴露数据进行群体药代动力学(POP PK)分析。评估了患者人口统计学、基线特征和外在因素(如制剂)对他非喹暴露的影响。采用自举法、可视化预测检查和未用于模型拟合和参数估计的 3 期研究的外部数据验证等技术评估模型性能。基于分析结果,采用两室模型可充分描述他非喹的全身药代动力学特征。最终的 POP PK 模型纳入了体重(比例缩放)对表观口服和隔室清除率(CL/和 /,分别)、中央和外周隔室的表观分布容积(/和 /,分别)、制剂对系统生物利用度(1)和吸收速率常数( )以及健康状况对表观分布容积的影响。感染患者中他非喹的关键群体药代动力学参数估计值分别为 CL/的 2.96 升/小时和 /的 915 升。此外,分析表明,在这些临床研究中给予的胶囊和片剂制剂之间,相对生物利用度没有临床相关差异。总之,建立了他非喹的 POP PK 模型。基于该模型的临床试验模拟支持两种不同制剂之间的暴露情况的桥接。该 POP PK 模型可应用于协助和在其他场景和人群(如儿科人群)中进行临床试验模拟。