CardiacPBPK
CardiacPBPK predicts time-concentration profiles of drugs and one metabolite in heart tissue and venous plasma using physiologically based pharmacokinetic (PBPK) simulations to support cardiotoxicity assessment.
Key Features:
- Modular PBPK model implementation: Implements a modular PBPK model specifically for heart tissue to enable detailed cardiac compartment simulations.
- Physiologically based pharmacokinetic-quantitative system framework: Uses a physiologically based pharmacokinetic-quantitative system framework to integrate physiological and biochemical parameters.
- R and Shiny visualization: Provides interactive visualization of simulation results via the R environment and Shiny.
- Multiple administration routes: Simulates oral and intravenous dosing and predicts concentrations in venous plasma and heart tissue.
- Metabolite prediction: Predicts time-concentration profiles for the parent compound and one metabolite.
- Genetic polymorphism modeling: Supports simulation of genetic polymorphisms affecting drug metabolism, exemplified by CYP2D6.
- Modular design for customization: Modular architecture enables customization of model components for specific study requirements.
Scientific Applications:
- In-silico toxicological assessment: Assesses cardiotoxicity risk of candidate drugs by simulating cardiac exposure over time.
- Drug safety and efficacy evaluation: Supports evaluation of drug safety and efficacy through mechanistic cardiac pharmacokinetic predictions.
- Pharmacogenomic investigation: Enables study of genetic effects on cardiac drug disposition, demonstrated for amitriptyline intoxication under CYP2D6 variations.
Methodology:
Implemented as a modular physiologically based pharmacokinetic-quantitative system model in R with Shiny visualization, performing mechanistic PBPK simulations of oral and intravenous dosing to generate time-concentration profiles for parent compounds and one metabolite in venous plasma and heart tissue.
Topics
Details
- License:
- GPL-3.0
- Programming Languages:
- R
- Added:
- 1/9/2020
- Last Updated:
- 12/10/2020
Operations
Publications
Tylutki Z, Szlęk J, Polak S. CardiacPBPK: A tool for the prediction and visualization of time-concentration profiles of drugs in heart tissue. Computers in Biology and Medicine. 2019;115:103484. doi:10.1016/j.compbiomed.2019.103484. PMID:31606584.