title: Semi-Mechanism-Based Population Pharmacokinetic Modeling of the Hedgehog Pathway Inhibitor Vismodegib.
abstract: Vismodegib, approved for the treatment of advanced basal cell carcinoma, has shown unique pharmacokinetic (PK) nonlinearity and binding to α1-acid glycoprotein (AAG) in humans. A semi-mechanism-based population pharmacokinetic (PopPK) model was developed from a meta-dataset of 225 subjects enrolled in five clinical studies to quantitatively describe the clinical PK of vismodegib and identify sources of interindividual variability. Total and unbound vismodegib were analyzed simultaneously, together with time-varying AAG data. The PK of vismodegib was adequately described by a one-compartment model with first-order absorption, first-order elimination of unbound drug, and saturable binding to AAG with fast-equilibrium. The variability of total vismodegib concentration at steady-state was predominantly explained by the range of AAG level. The impact of AAG on unbound concentration was clinically insignificant. Various approaches were evaluated for model validation. The semi-mechanism-based PopPK model described herein provided insightful information on the nonlinear PK and has been utilized for various clinical applications.
authors.affiliation: Genentech, Inc. South San Francisco California USA.
authors.forename: T
authors.initials: T
authors.lastname: Lu
authors.affiliation: Genentech, Inc. South San Francisco California USA.
authors.forename: B
authors.initials: B
authors.lastname: Wang
authors.affiliation: Quantitative Solutions, Inc. Menlo Park California USA.
authors.forename: Y
authors.initials: Y
authors.lastname: Gao
authors.affiliation: Genentech, Inc. South San Francisco California USA.
authors.forename: M
authors.initials: M
authors.lastname: Dresser
authors.affiliation: Genentech, Inc. South San Francisco California USA.
authors.forename: R A
authors.initials: RA
authors.lastname: Graham
authors.affiliation: Genentech, Inc. South San Francisco California USA.
authors.forename: J Y
authors.initials: JY
authors.lastname: Jin