Related Experiment Video
Updated: Aug 5, 2026

Multi-Stream Perfusion Bioreactor Integrated with Outlet Fractionation for Dynamic Cell Culture
Published on: July 20, 2022
Ehrlich occupancy time: beyond [Formula: see text] to a complete residence time framework
Justin Eilertsen1, Santiago Schnell2,3, Sebastian Walcher4
1Mathematical Reviews American Mathematical Society, 416 4th Street, Ann Arbor, MI, 48103, USA.
Abstract:
Drug-target occupancy time-the cumulative duration a target remains bound-critically influences therapeutic efficacy. While Copeland's widely-used residence time ([Formula: see text]) emphasizes dissociation kinetics, it neglects association rates, rebinding events, and drug elimination that affect in vivo outcomes. Returning to Paul Ehrlich's 1913 principle that drugs act only when bound ("Corpora non agunt nisi fixata"), we develop a mathematically rigorous framework defining Ehrlich occupancy time, EOT, as the integral of fractional target occupancy over time. Our approach explicitly incorporates association ([Formula: see text]) and dissociation ([Formula: see text]) kinetics, accounts for rebinding, and extends to systems with drug removal. For drug-receptor closed systems at equilibrium, we prove that relative EOT equals the equilibrium occupancy fraction; under ligand-excess conditions this reduces to [Formula: see text], where [Formula: see text] is the dissociation constant and [Formula: see text] the drug concentration. For induced-fit mechanisms, conformational changes reduce the effective dissociation constant to [Formula: see text] (where [Formula: see text] and [Formula: see text] are forward and reverse isomerization rates), prolonging occupancy through kinetic trapping. Critically, for drug-receptor systems with first-order drug elimination at rate [Formula: see text], we derive rigorous bounds: [Formula: see text], where [Formula: see text] is the total cumulative occupancy time as [Formula: see text], revealing that both binding affinity and elimination rate jointly determine occupancy. This explains why high-affinity drugs can fail clinically if eliminated rapidly, and identifies pharmacokinetic optimization opportunities. We prove Copeland's definition is a special case of Ehrlich occupancy time when rebinding is absent. Our framework provides quantitative tools for optimizing drug design beyond binding affinity and enables improved prediction of in vivo efficacy where pharmacokinetics dominate.
More Related Videos
06:48Single-Molecule Measurement of Protein Interaction Dynamics Within Biomolecular Condensates
Published on: January 5, 2024
05:46Identification of Pharmaceuticals in The Aquatic Environment Using HPLC-ESI-Q-TOF-MS and Elimination of Erythromycin Through Photo-Induced Degradation
Published on: August 1, 2018
Related Concept Videos
Noncompartmental Analysis: Mean Residence Time
After the administration of a drug through intravenous bolus injection, the drug molecules are distributed throughout the body and remain there for varying periods. The MRT represents the average time these drug molecules stay in the...
Noncompartmental Analysis: Statistical Moment Theory
Quantitative Aspects of Drug-Receptor Interaction
Drug Accumulation During Multiple Dosing: Repetitive IV Injections
Noncompartmental Analysis: Mean Transit, Absorption and Dissolution Time
One of the key parameters is the mean transit time (MTT), which refers to the total duration required for drug molecules to transit through the body. MTT is determined by calculating the ratio of the area under the moment curve to the area...
Generation Time