ReviewCPT: pharmacometrics & systems pharmacology2021
Physiologically-based pharmacokinetic modeling to support bioequivalence and approval of generic products: A case for diclofenac sodium topical gel, 1.
Review in CPT: pharmacometrics & systems pharmacology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 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
32 citing papers in PubMed, 70 citations in OpenAlex.
- Skin physiologically based pharmacokinetic modeling: current research progress, software comparison, and future perspectives.Drug delivery · 2026Review
- Topical Pain Management: An Updated Review of Current Evidence and Emerging Strategies.Journal of clinical medicine · 2026Review
- Virtual Bioequivalence Assessment of Long-acting Injectable Suspensions Using PBPK Modeling: Part 1. Impact of particle Size on Formulation Variability.The AAPS journal · 2026Article
- Model-Informed Drug Development (MIDD) for Analgesics: Review of Applications, Regulatory Integration, and Emerging Directions.Journal of pain research · 2026Review
- Revolutionizing transdermal drug delivery evaluation: the evolution from traditional models to skin organoids and the integration of artificial intelligence.Frontiers in pharmacology · 2026Review
- Mechanistic Modelling of Lidocaine and Prilocaine Absorption from EMLA Cream upon Topical Application using Physiologically Based Pharmacokinetic Modelling.AAPS PharmSciTech · 2025Article
- An Open-Source Framework for Virtual Bioequivalence Modeling and Clinical Trial Design.CPT: pharmacometrics & systems pharmacology · 2025Article
- Characterizing local and systemic exposure to clobetasol propionate in healthy subjects and patients with atopic dermatitis.British journal of clinical pharmacology · 2025Article
- A Four-Layer Numerical Model for Transdermal Drug Delivery: Parameter Optimization and Experimental Validation Using a Franz Diffusion Cell.Pharmaceutics · 2025Article
- The Impact of Using Measured In Vitro Data to Develop Physiologically Based Pharmacokinetic Models of Dermal Absorption: An IVIVE Case Study.The AAPS journal · 2025Article
- Impact of Mechanistic Modeling and Simulation Methodologies on Product-Specific Guidance Development for Non-Orally Administered Drug Products.CPT: pharmacometrics & systems pharmacology · 2025Review
- Regulatory and Industry Perspective on the Model Master File Framework for Locally Acting Drug Products.Pharmaceutical research · 2025Article
- Paving the Path for Increased Technological Innovation, Strategic Decision Making and Regulatory Acceptance of Modeling and Simulation Approaches.Pharmaceutical research · 2025Article
- Using the Simcyp R Package for PBPK Simulation Workflows With the Simcyp Simulator.CPT: pharmacometrics & systems pharmacology · 2025Article
- Harnessing Open-Source Solutions: Insights From the First Open Systems Pharmacology (OSP) Community Conference.CPT: pharmacometrics & systems pharmacology · 2025Article
- Considering Opportunities and Challenges When Implementing the Model Master File Framework - a Meeting Report.Pharmaceutical research · 2025Article
- Lantana camara plant extract catalyzed biosynthesis of graphene-metal nanocomposites with potential cytotoxic activities.PloS one · 2025Article
- Parameterization of Physiologically Based Biopharmaceutics Models: Workshop Summary Report.Molecular pharmaceutics · 2024Review
- The Role of Model Master Files for Sharing, Acceptance, and Communication with FDA.The AAPS journal · 2024Article
- Can 3D Printed Tablets Be Bioequivalent and How to Test It: A PBPK Model Based Virtual Bioequivalence Study for Ropinirole Modified Release Tablets.Pharmaceutics · 2024Article
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 at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Establishing bioequivalence (BE) for dermatological drug products by conducting comparative clinical end point studies can be costly and the studies may not be sufficiently sensitive to detect certain formulation differences. Quantitative methods and modeling, such as physiologically-based pharmacokinetic (PBPK) modeling, can support alternative BE approaches with reduced or no human testing. To enable PBPK modeling for regulatory decision making, models should be sufficiently verified and validated (V&V) for the intended purpose. This report illustrates the US Food and Drug Administration (FDA) approval of a generic diclofenac sodium topical gel that was based on a totality of evidence, including qualitative and quantitative sameness and physical and structural similarity to the reference product, an in vivo BE study with PK end points, and, more importantly, for the purposes of this report, a virtual BE assessment leveraging dermal PBPK modeling and simulation instead of a comparative clinical end point study in patients. The modeling approach characterized the relationship between systemic (plasma) and local (skin and synovial fluid) diclofenac exposure and demonstrated BE between the generic and reference products at the presumed site of action. Based on the fit-for-purpose modeling principle, the V&V process involved assessing observed data of diclofenac concentrations in skin tissues and plasma, and the overall performance of the modeling platform for relevant products. Using this case as an example, this report provides current scientific considerations on good practices for model V&V and the establishment of BE for dermatological drug products when leveraging PBPK modeling and simulation for regulatory decision making.
Indexed as
Identifiers
What 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.