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Updated: May 19, 2026

Modeling and Simulations of Olfactory Drug Delivery with Passive and Active Controls of Nasally Inhaled Pharmaceutical Aerosols
Published on: May 20, 2016
A physiologically-based recirculatory meta-model for nasal fentanyl in man
Richard N Upton1, David J R Foster, Lona L Christrup
1Australian Centre for Pharmacometrics, University of South Australia, North Terrace, Adelaide, Australia. richard.upton@unisa.edu.au
This study developed a physiologically-based pharmacokinetic-pharmacodynamic (PK-PD) model to analyze fentanyl nasal spray data. The model successfully linked fentanyl concentrations in the brain to pain relief, accounting for patient variability.
Area of Science:
- Pharmacology
- Physiology
- Biomathematics
Background:
- Pharmacokinetic (PK) and pharmacodynamic (PD) data from fentanyl nasal delivery systems require integrated analysis.
- Understanding fentanyl's kinetics in arterial blood, lung, and brain is crucial for effective pain management.
Purpose of the Study:
- To reconcile existing PK/PD data using a physiologically-based population recirculatory model.
- To develop a meta-model for fentanyl that accounts for arterial/venous concentrations, central nervous system (CNS) effects, and influences of body size and age.
Main Methods:
- Developed organ-specific sub-models for fentanyl kinetics (brain, lung, muscle) using concentration gradients.
- Integrated sub-models into a "whole body" recirculatory model with compartments for venous mixing, liver, gut, kidney, and other tissues.
- Incorporated inter-individual variability through allometric scaling, age/weight effects on cardiac output, and variations in plasma free fraction and hepatic extraction.
Main Results:
- The model successfully integrated diverse fentanyl PK/PD data, including arterial and venous concentrations.
- Post-operative pain scores demonstrated a temporal relationship with predicted fentanyl concentrations in the brain.
- The model provided a mechanistic interpretation of fentanyl disposition.
Conclusions:
- A physiologically-based meta-modelling approach effectively describes clinical PK-PD studies of fentanyl.
- This approach offers a mechanistic understanding of fentanyl's disposition and its relationship to clinical effects.
- The developed model can account for patient variability in fentanyl kinetics and response.
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