Related Experiment Video
Updated: Sep 17, 2026

Experimental Protocol for Examining Behavioral Response Profiles in Larval Fish: Application to the Neuro-stimulant Caffeine
Published on: July 24, 2018
Nonlinear Pharmacokinetic Modeling to Support Clinical Management of Severe Caffeine Intoxication: A Short
Kazutaka Oda1,2, Maiko Hori2, Fumihiro Nishimura1,2
1Department of Pharmacy, Kumamoto University Hospital, Kumamoto City, Japan; and.
Background:
Severe caffeine intoxication may result in life-threatening complications and prolonged toxicity due to its saturable metabolism. However, quantitative information regarding the duration of caffeine exposure is limited. Whether nonlinear pharmacokinetic modeling could support the prediction of toxic exposure duration in patients with severe caffeine intoxication was investigated.
Methods:
A woman with severe caffeine intoxication was admitted to an intensive care unit. Serial serum caffeine concentrations were measured, and nonlinear pharmacokinetic analysis was conducted using a one-compartment model with Michaelis-Menten elimination. Model-based simulations were conducted to evaluate the concentration-time profiles across a range of initial serum caffeine concentrations.
Results:
The initial serum caffeine concentration was 140.6 mcg/mL and decreased to 1.7 mcg/mL over 163 hours. Apparent elimination half-life decreased from 42.6 hours during the early phase to 11.2 hours during the late phase, suggesting concentration-dependent elimination. The proportional residual error model provided a better fit than the additive error model. Estimated Vmax and Km were 27.2 mg/h and 17.7 mcg/mL, respectively. The simulations demonstrated a marked concentration-dependent elimination of caffeine. For initial concentrations of 300, 200, and 100 mcg/mL, the predicted times required to decrease below 50 mcg/mL were 248, 154, and 55 hours, respectively.
Conclusions:
Nonlinear pharmacokinetic modeling successfully characterized caffeine elimination during severe intoxication and provided quantitative estimates of the duration of toxic exposure. Model-based simulations may support clinical decision making regarding monitoring and treatment strategies by providing quantitative estimates of the duration of toxic caffeine exposure.
More Related Videos
07:41Modeling Fast-scan Cyclic Voltammetry Data from Electrically Stimulated Dopamine Neurotransmission Data Using QNsim1.0
Published on: June 5, 2017
07:31Murine Drinking Models in the Development of Pharmacotherapies for Alcoholism: Drinking in the Dark and Two-bottle Choice
Published on: January 7, 2019
Related Concept Videos
Impact of Pharmacokinetic–Pharmacodynamic Models: Regulatory Decisions
Nonlinear Pharmacokinetics: Overview
Nonlinearity can arise due to the saturation of plasma protein-binding or...
Pharmacodynamic Models: Linear Concentration–Effect Model
Nonlinear Pharmacokinetics: Dependence of Elimination Half-Life and Dose Clearance
A study on guinea pigs examined the...
Model-Independent Approaches for Pharmacokinetic Data: Noncompartmental Analysis
One important characteristic of noncompartmental analyses is that drug exposure increases proportionally with increasing doses. This relationship...
Pharmacokinetic Models: Overview
There are three primary types of models: empirical, compartment, and physiological. Empirical models, with minimal assumptions,...