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Updated: Jun 4, 2025

Modeling and Simulations of Olfactory Drug Delivery with Passive and Active Controls of Nasally Inhaled Pharmaceutical Aerosols
Published on: May 20, 2016
Nasal absorption of oxycodone predicted using a novel computational fluid dynamics-physiologically based
Ross L Walenga1, Andrew H Babiskin1, Heather J Boyce2
1Division of Quantitative Methods and Modeling, Office of Research and Standards, Office of Generic Drugs, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA.
Computational modeling of oxycodone hydrochloride (HCl) abuse-deterrent formulations revealed particle size and formulation type significantly impact nasal pharmacokinetic profiles. Dissolution and nasal residence time are key factors for predicting abuse deterrence.
Area of Science:
- Pharmacokinetics
- Computational Modeling
- Drug Delivery Systems
Background:
- Oxycodone hydrochloride (HCl) extended-release (ER) tablets are designed with abuse-deterrent features.
- Previous studies indicated particle size influences pharmacokinetic (PK) profiles.
- Understanding nasal route abuse deterrence mechanisms is crucial.
Purpose of the Study:
- To investigate the mechanisms behind particle size and formulation type effects on oxycodone HCl nasal PK using computational modeling.
- To compare immediate-release (IR) and ER formulations for nasally insufflated oxycodone HCl.
- To validate the computational model with in vivo PK data.
Main Methods:
- Utilized a combined computational fluid dynamics and physiologically based PK model.
- Incorporated in vitro dissolution data from United States Pharmacopeia (USP) Apparatus 4.
- Validated model predictions against existing in vivo PK data for various strengths and particle sizes.
Main Results:
- Model predictions for Cmax and AUC showed minimal relative differences (≤3.3% and ≤14.9%, respectively).
- Predicted nasal residence time was significantly longer for finely milled ER formulations (1 hour) compared to IR and coarsely milled ER (approx. 20 minutes).
- Dissolution patterns in USP Apparatus 4 varied with powder layers for finely milled ER formulations, impacting PK predictions.
Conclusions:
- Computational modeling effectively predicted PK differences based on particle size and formulation type for nasally administered oxycodone HCl.
- Nasal residence time is a critical parameter for abuse deterrence evaluation of ER formulations.
- Biopredictive in vitro methods should assess dissolution and formulation impacts on nasal residence time for abuse-deterrent drug products.
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