ArticleThe AAPS journal2025
The Impact of Using Measured In Vitro Data to Develop Physiologically Based Pharmacokinetic Models of Dermal Absorption: An IVIVE Case Study.
Article in The AAPS journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Pharmacokinetic Relevance of In Vitro Skin Models: Absorption, Cutaneous Distribution, Metabolism, and Clearance-like Removal in Dermal and Transdermal Drug Testing.Pharmaceutics · 2026Review
- In Vitro Skin Models as Non-Animal Methods for Dermal Drug Development and Safety Assessment.Pharmaceutics · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In vitro permeation testing (IVPT) is commonly used to assess dermal drug delivery, yet its utility can be challenged by high variability and the need for large sample sizes to achieve sufficient statistical power. Dermal physiologically based pharmacokinetic (PBPK) models provide a mechanistic approach to better interpret IVPT results and to extrapolate in vitro to in vivo. In the present work, a dermal PBPK model for caffeine was developed using a bottom-up approach with minimal parameter optimization. The model incorporated formulation characteristics, experimentally measured skin partition coefficients, and predicted diffusion coefficients, while explicitly accounting for the constraints associated with the analytical methods used in each IVPT, improving the model's predictive reliability compared to previous work. After validation against literature IVPT data for aqueous solutions, the model was extended to simulate permeation from ointments and emulsions. The model was used to extrapolate and predict in vivo skin concentrations following application of gel formulations containing a chemical penetration enhancer, propylene glycol. For the emulsion formulations, the model was utilised to explore virtual bioequivalence and define a preliminary "safe space" for bioequivalence, offering insights to support both drug product development and regulatory submissions.
Indexed as
Identifiers
40892119What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.