Physiologically Based Pharmacokinetics Modeling in Biopharmaceutics: Case Studies for Establishing the Bioequivalence Safe Space for Innovator and Generic Drugs
- PMID: 35840856
- DOI: 10.1007/s11095-022-03319-6
Physiologically Based Pharmacokinetics Modeling in Biopharmaceutics: Case Studies for Establishing the Bioequivalence Safe Space for Innovator and Generic Drugs
Abstract
For successful oral drug development, defining a bioequivalence (BE) safe space is critical for the identification of newer bioequivalent formulations or for setting of clinically relevant in vitro specifications to ensure drug product quality. By definition, the safe space delineates the dissolution profile boundaries or other drug product quality attributes, within which the drug product variants are anticipated to be bioequivalent. Defining a BE safe space with physiologically based biopharmaceutics model (PBBM) allows the establishment of mechanistic in vitro and in vivo relationships (IVIVR) to better understand absorption mechanism and critical bioavailability attributes (CBA). Detailed case studies on how to use PBBM to establish a BE safe space for both innovator and generic drugs are described. New case studies and literature examples demonstrate BE safe space applications such as how to set in vitro dissolution/particle size distribution (PSD) specifications, widen dissolution specification to supersede f2 tests, or application toward a scale-up and post-approval changes (SUPAC) biowaiver. A workflow for detailed PBBM set-up and common clinical study data requirements to establish the safe space and knowledge space are discussed. Approaches to model in vitro dissolution profiles i.e. the diffusion layer model (DLM), Takano and Johnson models or the fitted PSD and Weibull function are described with a decision tree. The conduct of parameter sensitivity analyses on kinetic dissolution parameters for safe space and virtual bioequivalence (VBE) modeling for innovator and generic drugs are shared. The necessity for biopredictive dissolution method development and challenges with PBBM development and acceptance criteria are described.
Keywords: bioequivalence safe space; f2 test; in vitro dissolution; physiologically based biopharmaceutics modeling (PBBM); physiologically based pharmacokinetic modeling (PBPK).
© 2022. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
Similar articles
-
Establishing the Bioequivalence Safe Space for Immediate-Release Oral Dosage Forms using Physiologically Based Biopharmaceutics Modeling (PBBM): Case Studies.J Pharm Sci. 2021 Dec;110(12):3896-3906. doi: 10.1016/j.xphs.2021.09.017. Epub 2021 Sep 20. J Pharm Sci. 2021. PMID: 34551349
-
Application of Physiologically Based Biopharmaceutics Modeling (PBBM) to Establish Clinically Relevant Dissolution Specifications for a Prolonged Release Tablet Formulation of Verapamil, a BCS Class I Drug.AAPS PharmSciTech. 2025 Jun 4;26(5):163. doi: 10.1208/s12249-025-03156-x. AAPS PharmSciTech. 2025. PMID: 40468125
-
Current State and New Horizons in Applications of Physiologically Based Biopharmaceutics Modeling (PBBM): A Workshop Report.Mol Pharm. 2025 Jan 6;22(1):5-27. doi: 10.1021/acs.molpharmaceut.4c01148. Epub 2024 Dec 16. Mol Pharm. 2025. PMID: 39680866 Free PMC article.
-
Physiologically Based Biopharmaceutics Modeling (PBBM): Best Practices for Drug Product Quality, Regulatory and Industry Perspectives: 2023 Workshop Summary Report.Mol Pharm. 2024 May 6;21(5):2065-2080. doi: 10.1021/acs.molpharmaceut.4c00202. Epub 2024 Apr 10. Mol Pharm. 2024. PMID: 38600804 Free PMC article. Review.
-
The Use of Physiologically Based Pharmacokinetic Analyses-in Biopharmaceutics Applications -Regulatory and Industry Perspectives.Pharm Res. 2022 Aug;39(8):1681-1700. doi: 10.1007/s11095-022-03280-4. Epub 2022 May 18. Pharm Res. 2022. PMID: 35585448 Review.
Cited by
-
Physiologically Based Biopharmaceutics Modeling for Gefapixant IR Formulation Development and Defining the Bioequivalence Dissolution Safe Space.AAPS J. 2024 Jun 11;26(4):69. doi: 10.1208/s12248-024-00938-2. AAPS J. 2024. PMID: 38862807
-
Modelling Based Approaches to Support Generic Drug Regulatory Submissions-Practical Considerations and Case Studies.AAPS J. 2023 Jun 23;25(4):63. doi: 10.1208/s12248-023-00831-4. AAPS J. 2023. PMID: 37353655 Review.
-
A critical review on approaches to generate and validate virtual population for physiologically based pharmacokinetic models: Methodologies, case studies and way forward.Eur J Clin Pharmacol. 2024 Dec;80(12):1903-1922. doi: 10.1007/s00228-024-03763-w. Epub 2024 Oct 8. Eur J Clin Pharmacol. 2024. PMID: 39377787 Review.
-
Establishment of Biopredictive Dissolution and Bioequivalence Safe Space Using the Physiologically Based Biopharmaceutics Modeling for Tacrolimus Extended-Release Capsules.AAPS PharmSciTech. 2024 Dec 17;26(1):13. doi: 10.1208/s12249-024-03006-2. AAPS PharmSciTech. 2024. PMID: 39690309
-
Commentary and Review on Prospective Prediction of Bioequivalence of Oral Dosage Forms using Compendial Dissolution Testing and PBPK Modeling.AAPS J. 2025 Sep 3;27(6):136. doi: 10.1208/s12248-025-01125-7. AAPS J. 2025. PMID: 40903672 Review.
References
-
- FDA, US. The use of physiologically based pharmacokinetic analyses — biopharmaceutics applications for Oral drug product development, Manufacturing Changes, and Controls https://www.fda.gov/media/142500/download . 2020. Accessed July 1st, 2022.
-
- FDA, US. Bioavailability and Bioequivalence Studies Submitted in NDAs or INDs — General Considerations https://www.fda.gov/media/88254/download . 2014. Accessed 1 July 2022.
-
- FDA, US. Bioequivalence Studies With Pharmacokinetic Endpoints for Drugs Submitted Under an ANDA Guidance for Industry https://www.fda.gov/media/87219/download . 2021. Accessed 1 July 2022.
-
- FDA, US. Dissolution testing of immediate release solid Oral dosage forms. 1997.
-
- Moore J. Mathematical comparison of dissolution profiles. Pharm Technol. 1996;20:64–75.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Miscellaneous