高变量达比加群生物等效性评价中有限采样策略的基于模型的阐述

Cass, re Legault, Jun Yu Li
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引用次数: 1

摘要

背景:对达比加群等具有高药代动力学(PK)变异性的暴露-反应关系的仿制(试验)和品牌(参考)制剂进行生物等效性(BE)评估,对制药公司来说是一项昂贵的挑战。在人群药代动力学(pop-PK)方法的支持下,本文研究了使用减少血液样本数量来评估BE的建模潜力。方法:采用标准建模技术对达比加群的BE研究回顾性地开发了参考配方和试验配方的Pop-PK模型。选择减少的采样场景,并在每个数据集上针对各自的配方调整开发的pop- PK模型。通过对这些模型进行模拟,生成虚拟的PK配置文件,然后用标准的be标准进行测试,以便用最少的样本确定维持原始be结论的场景。结果:BE研究的原始数据被最好地描述为pop-PK模型,该模型呈现两个区室,具有一级消除和吸收,以及吸收滞后时间。性别被确定为影响生物利用度的重要协变量。在建模和仿真的框架下,采用合理的抽样选择程序,结果证明,使用现行的监管BE标准和标准,20份原始血液样本中只有5份可以维持BE判决。结论:我们得出结论,基于pop-PK模型的BE评估可以有效地帮助达比加群的BE评估,显著减少所需的样本数量,从而降低试验成本并增加入组参与者的收益。
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Model-Based Elaboration of a Limited Sampling Strategy in the Bioequivalence Assessment of Highly Variable Dabigatran
Background: The bioequivalence (BE) assessment of generic (Test) and brand name (Reference) formulations of drugs with steep exposure-response relationships exhibiting high pharmacokinetic (PK) variability such as dabigatran represent an expensive challenge for pharmaceutical companies. Supported by the population pharmacokinetics (pop-PK) approach, the present article investigates modelling potential to assess BE using a reduced number of blood samples. Methods: Pop-PK models for the Reference and Test formulations were developed retrospectively using standard modeling techniques for a BE study of dabigatran. Reduced sampling scenarios were selected and the developed pop- PK models were refitted on each dataset for the respective formulations. These models were simulated to generate virtual PK profiles to be tested with the standard BE criteria, in order to identify the scenarios maintaining the original BE conclusions with the least samples required. Results: The BE study original data was best described as a pop-PK model presenting two compartments with first order elimination and absorption, as well as an absorption lag time. Sex was identified as a significant covariate with impact on bioavailability. Using a rational sampling selection procedure under the framework of modeling and simulation, the results proved that the BE verdict could be maintained with only five of the 20 original blood samples using the current regulatory BE standards and criteria. Conclusion: We conclude that the pop-PK model-based BE assessment can be an efficient tool for aiding the BE assessment of dabigatran by significantly reducing the number of samples required, and consequently lower trial costs and increase benefits for enrolled participants.
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