Daniel Paterson, Yanling Zhang, Sebastian Polak, James F. Clarke
{"title":"Mechanistic dermal patch modelling for fentanyl: Linking in vitro release and permeation data to a physiologically based pharmacokinetic approach","authors":"Daniel Paterson, Yanling Zhang, Sebastian Polak, James F. Clarke","doi":"10.1016/j.xphs.2026.104217","DOIUrl":null,"url":null,"abstract":"<div><div>Dermal physiologically based pharmacokinetic (PBPK) models can be informed by various types of data. <em>In vitro</em> permeation testing (IVPT) experiments aid parameterisation of skin permeation independent of the complexities of systemic uptake. <em>In vitro</em> release testing (IVRT) studies isolate the formulation parameters by utilising a synthetic membrane. Leveraging this data in dermal PBPK model development, via an IVRT - IVPT - <em>in vivo</em> (IVIVIV) workflow, can reduce identifiability issues arising from concurrent parameterisation of formulation and skin permeation, or fitting directly to clinical data. In this work, three fentanyl matrix patch formulations were modelled with this approach using the Simcyp MPML MechDermA simulator. Mechanistic patch models were developed for each of the three different formulations, using IVRT data to parameterise formulation differences. These formulation models were coupled to a fentanyl skin absorption model in Simcyp’s IVPT Module to simulate IVPT data. The resulting model each formulation was used to extrapolate and predict <em>in vivo</em> application, with validation against clinical data. A virtual bioequivalence study was conducted to investigate bioequivalence given differing geometries and characteristics. A validated fentanyl patch model was used to predicted plasma profiles for patches that suffered manufacturing defects, as a risk assessment exemplifying PBPK model utilisation.</div></div>","PeriodicalId":16741,"journal":{"name":"Journal of pharmaceutical sciences","volume":"115 7","pages":"Article 104217"},"PeriodicalIF":3.9000,"publicationDate":"2026-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of pharmaceutical sciences","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0022354926000663","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/23 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"CHEMISTRY, MEDICINAL","Score":null,"Total":0}
引用次数: 0
Abstract
Dermal physiologically based pharmacokinetic (PBPK) models can be informed by various types of data. In vitro permeation testing (IVPT) experiments aid parameterisation of skin permeation independent of the complexities of systemic uptake. In vitro release testing (IVRT) studies isolate the formulation parameters by utilising a synthetic membrane. Leveraging this data in dermal PBPK model development, via an IVRT - IVPT - in vivo (IVIVIV) workflow, can reduce identifiability issues arising from concurrent parameterisation of formulation and skin permeation, or fitting directly to clinical data. In this work, three fentanyl matrix patch formulations were modelled with this approach using the Simcyp MPML MechDermA simulator. Mechanistic patch models were developed for each of the three different formulations, using IVRT data to parameterise formulation differences. These formulation models were coupled to a fentanyl skin absorption model in Simcyp’s IVPT Module to simulate IVPT data. The resulting model each formulation was used to extrapolate and predict in vivo application, with validation against clinical data. A virtual bioequivalence study was conducted to investigate bioequivalence given differing geometries and characteristics. A validated fentanyl patch model was used to predicted plasma profiles for patches that suffered manufacturing defects, as a risk assessment exemplifying PBPK model utilisation.
期刊介绍:
The Journal of Pharmaceutical Sciences will publish original research papers, original research notes, invited topical reviews (including Minireviews), and editorial commentary and news. The area of focus shall be concepts in basic pharmaceutical science and such topics as chemical processing of pharmaceuticals, including crystallization, lyophilization, chemical stability of drugs, pharmacokinetics, biopharmaceutics, pharmacodynamics, pro-drug developments, metabolic disposition of bioactive agents, dosage form design, protein-peptide chemistry and biotechnology specifically as these relate to pharmaceutical technology, and targeted drug delivery.