Mechanistic Physiologically Based Pharmacokinetic (PBPK) Model of the Heart Accounting for Inter-Individual Variability: Development and Performance Verification

J Pharm Sci. 2018 Apr;107(4):1167-1177. doi: 10.1016/j.xphs.2017.11.012. Epub 2017 Nov 23.

Abstract

Modern model-based approaches to cardiac safety and efficacy assessment require accurate drug concentration-effect relationship establishment. Thus, knowledge of the active concentration of drugs in heart tissue is desirable along with inter-subject variability influence estimation. To that end, we developed a mechanistic physiologically based pharmacokinetic model of the heart. The models were described with literature-derived parameters and written in R, v.3.4.0. Five parameters were estimated. The model was fitted to amitriptyline and nortriptyline concentrations after an intravenous infusion of amitriptyline. The cardiac model consisted of 5 compartments representing the pericardial fluid, heart extracellular water, and epicardial intracellular, midmyocardial intracellular, and endocardial intracellular fluids. Drug cardiac metabolism, passive diffusion, active efflux, and uptake were included in the model as mechanisms involved in the drug disposition within the heart. The model accounted for inter-individual variability. The estimates of optimized parameters were within physiological ranges. The model performance was verified by simulating 5 clinical studies of amitriptyline intravenous infusion, and the simulated pharmacokinetic profiles agreed with clinical data. The results support the model feasibility. The proposed structure can be tested with the goal of improving the patient-specific model-based cardiac safety assessment and offers a framework for predicting cardiac concentrations of various xenobiotics.

Keywords: disposition; in silico modeling; pharmacokinetic/pharmacodynamic models; pharmacokinetics; physiological model.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amitriptyline / pharmacokinetics*
  • Biological Variation, Population / physiology*
  • Heart / physiology*
  • Humans
  • Models, Biological
  • Nortriptyline / pharmacokinetics*
  • Tissue Distribution / physiology

Substances

  • Amitriptyline
  • Nortriptyline