Clinical Pharmacology, Genentech Inc, 1 DNA Way, South San Francisco, California, 94080, USA.
Small Molecule Pharmaceutical Sciences, Genentech Inc, 1 DNA Way, South San Francisco, California, 94080, USA.
AAPS J. 2020 Sep 1;22(5):117. doi: 10.1208/s12248-020-00503-7.
Vismodegib displays unique pharmacokinetic characteristics including saturable plasma protein binding to alpha-1 acid glycoprotein (AAG) and apparent time-dependent bioavailability leading to non-linear PK with dose and time, significantly faster time to steady-state and lower than predicted accumulation. Given these unique characteristics, a PBPK model was developed to explore mechanistic insights into saturable protein binding and complex oral absorption processes and de-convolute the impact of these independent non-linear processes on vismodegib exposure. Simcyp V18 was used for model development; oral absorption was characterized using the multi-layer gut wall (M-ADAM) model and mechanistic permeability model, incorporating transport across an unstirred boundary layer (UBL) between the luminal fluid and enterocyte in each segment of the gastrointestinal tract. PBPK simulations were compared with observed PK data from clinical trials in oncology patients and healthy subjects. Saturation of vismodegib protein binding to AAG led to substantially lower total drug accumulation, time to steady-state, and Css. For free exposure, Css and accumulation were unchanged, but time to steady-state was substantially reduced. Vismodegib oral absorption declined with both dose and dosing frequency; the concentration gradient driving vismodegib oral absorption declined with multiple doses, leading to a 32% decrease in vismodegib f from first dose to steady-state. Fed simulations suggested that increased solubility and dissolution are partially offset by reduced permeability across the UBL due to slower diffusion of micelle-bound drug. This work demonstrates the value of PBPK modeling to simultaneously capture and de-convolute multi-faceted absorption and disposition processes and provide mechanistic insights for compounds with complex pharmacokinetics.
维莫德吉呈现独特的药代动力学特征,包括可饱和的血浆蛋白与α-1 酸性糖蛋白(AAG)结合,以及表观的时变生物利用度,导致药物剂量和时间的非线性药代动力学,使达到稳态的时间明显加快,且低于预测的蓄积。鉴于这些独特的特征,我们开发了一种 PBPK 模型,以探索对可饱和蛋白结合和复杂口服吸收过程的机制见解,并对这些独立的非线性过程对维莫德吉暴露的影响进行剖析。Simcyp V18 用于模型开发;采用多层肠壁(M-ADAM)模型和机制性渗透率模型来描述口服吸收,纳入了在胃肠道各段的腔液和肠细胞之间的未搅动边界层(UBL)的跨膜转运。PBPK 模拟与肿瘤患者和健康受试者的临床研究中的观察到的 PK 数据进行了比较。维莫德吉与 AAG 的蛋白结合达到饱和,导致总药物蓄积、达到稳态的时间和 Css 显著降低。对于游离暴露,Css 和蓄积没有变化,但达到稳态的时间大大缩短。维莫德吉的口服吸收随剂量和给药频率而下降;推动维莫德吉口服吸收的浓度梯度随多次给药而下降,导致从首剂量到稳态时维莫德吉 f 下降了 32%。进食模拟表明,由于胶束结合药物的扩散较慢,增加溶解度和溶解度部分被 UBL 通透性降低所抵消。这项工作证明了 PBPK 建模在同时捕获和剖析多方面的吸收和处置过程方面的价值,并为具有复杂药代动力学的化合物提供了机制见解。