SimBiology model for Target-Mediated Drug Disposition (TMDD)
SimBiology model for Target-Mediated Drug Disposition (TMDD) implements mechanistic simulations in MATLAB to characterize and predict the nonlinear pharmacokinetics of drugs exhibiting high-affinity binding to pharmacologic targets (e.g., enzymes, receptors, transporters), including receptor-mediated endocytosis.
Key Features:
- Mechanistic Basis: Describes target-mediated kinetics allowing detailed representation of drug–target interactions and their effects on distribution and elimination.
- MATLAB/SimBiology implementation: Implemented using MATLAB SimBiology for mechanistic PK simulation and analysis.
- Polyexponential Plasma Concentration Profiles: Predicts polyexponential plasma concentration–time profiles with steeper distribution phases at lower doses and similar terminal phases across doses.
- Dose-Dependent Parameters: Captures dose-dependent changes in noncompartmental parameters such as volume of distribution at steady state (Vss) and dose-dependent clearance (CL(D)), and shows apparent clearance decreases only when binding contributes to elimination.
- Application to Therapeutic Agents: Applied to agents including the aldose reductase inhibitor imirestat, the endothelin receptor antagonist bosentan, and recombinant human interferon-beta 1a to reproduce time-course concentration behavior across doses.
Scientific Applications:
- Drug Development: Inform design and optimization of dosing regimens for drugs with target-mediated disposition by predicting dose-dependent PK behavior.
- Pharmacokinetic Studies: Provide a framework to analyze PK data exhibiting nonlinear kinetics due to target binding and receptor-mediated processes.
- Mechanistic Insights: Elucidate how drug–target interactions (including receptor-mediated endocytosis) drive distribution and elimination to support therapeutic strategy decisions.
Methodology:
Computer simulations in MATLAB/SimBiology using mechanistic parameters representing drug–target interactions (including receptor-mediated endocytosis) to predict plasma concentration–time profiles and dose-dependent PK behaviors.
Collections
Details
- License:
- Other
- Cost:
- Free of charge (with restrictions)
- Tool Type:
- library
- Operating Systems:
- Windows, Linux, Mac
- Programming Languages:
- MATLAB
- Added:
- 5/5/2021
- Last Updated:
- 11/24/2024
Operations
Publications
Mager DE, Jusko WJ. General Pharmacokinetic Model for Drugs Exhibiting Target-Mediated Drug Disposition. Journal of Pharmacokinetics and Pharmacodynamics. 2001;28(6):507-532. doi:10.1023/a:1014414520282. PMID:11999290.