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Gu Q, Wu H, Sui X, Zhang X, Liu Y, Feng W, Zhou R, Du S. Leveraging Numerical Simulation Technology to Advance Drug Preparation: A Comprehensive Review of Application Scenarios and Cases. Pharmaceutics 2024; 16:1304. [PMID: 39458634 PMCID: PMC11511050 DOI: 10.3390/pharmaceutics16101304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 09/28/2024] [Accepted: 10/02/2024] [Indexed: 10/28/2024] Open
Abstract
BACKGROUND/OBJECTIVES Numerical simulation plays an important role in pharmaceutical preparation recently. Mechanistic models, as a type of numerical model, are widely used in the study of pharmaceutical preparations. Mechanistic models are based on a priori knowledge, i.e., laws of physics, chemistry, and biology. However, due to interdisciplinary reasons, pharmacy researchers have greater difficulties in using computer models. METHODS In this paper, we highlight the application scenarios and examples of mechanistic modelling in pharmacy research and provide a reference for drug researchers to get started. RESULTS By establishing a suitable model and inputting preparation parameters, researchers can analyze the drug preparation process. Therefore, mechanistic models are effective tools to optimize the preparation parameters and predict potential quality problems of the product. With product quality parameters as the ultimate goal, the experiment design is optimized by mechanistic models. This process emphasizes the concept of quality by design. CONCLUSIONS The use of numerical simulation saves experimental cost and time, and speeds up the experimental process. In pharmacy experiments, part of the physical information and the change processes are difficult to obtain, such as the mechanical phenomena during tablet compression and the airflow details in the nasal cavity. Therefore, it is necessary to predict the information and guide the formulation with the help of mechanistic models.
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Affiliation(s)
- Qifei Gu
- College of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China; (Q.G.); (X.S.); (X.Z.); (Y.L.)
| | - Huichao Wu
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing 102488, China;
- Institute of Ethnic Medicine and Pharmacy, Beijing University of Chinese Medicine, Beijing 102488, China
| | - Xue Sui
- College of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China; (Q.G.); (X.S.); (X.Z.); (Y.L.)
| | - Xiaodan Zhang
- College of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China; (Q.G.); (X.S.); (X.Z.); (Y.L.)
| | - Yongchao Liu
- College of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China; (Q.G.); (X.S.); (X.Z.); (Y.L.)
| | - Wei Feng
- Wangjing Hospital, China Academy of Traditional Chinese Medicine, Beijing 100102, China;
| | - Rui Zhou
- College of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China; (Q.G.); (X.S.); (X.Z.); (Y.L.)
| | - Shouying Du
- College of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing 102488, China; (Q.G.); (X.S.); (X.Z.); (Y.L.)
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Wanasathop A, Murawsky M, Kevin Li S. Modification of Small Dissolution Chamber System for Long-acting Periodontal Drug Product Evaluation. Int J Pharm 2022; 618:121646. [PMID: 35259441 PMCID: PMC9136688 DOI: 10.1016/j.ijpharm.2022.121646] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 02/28/2022] [Accepted: 03/02/2022] [Indexed: 10/18/2022]
Abstract
Conventional dissolution testing methods may not be suitable for long-acting periodontal drug products due to the small volume, slow fluid flow rate, and environment in the periodontal pocket. The objective of this study was to evaluate a 3D-printed small volume flow-through dissolution chamber system (modified from a previous study) for biorelevant and dose-discriminating testing. Three periodontal drug products with different dosage forms were tested: Atridox, Arestin, and PerioChip. Modifications were made to suit the specific characteristics of these dosage forms. No significant differences were observed between the % drug release profiles in vitro and in vivo except for Atridox. The differences observed with Atridox could be related to the exposing surface area of the drug product. Similar differences were observed from this effect in COMSOL model simulations. Overall, the drugs show reasonable in vitro-in vivo correlations (R2 ≥ 0.91) with linear regression slopes close to unity. For dose discrimination between 75% and full dosing, significant differences were observed in the drug release data at specific time points of the products (p ≤ 0.05). The present results suggest that a small volume dissolution chamber with slow flow rate could potentially provide biologically relevant and dose-discriminating evaluations for periodontal drug products.
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Patel SK, Greene AC, Desai SM, Rothstein S, Basha IT, MacPherson JS, Wang Y, Zou Y, Shehabeldin M, Sfeir CS, Little SR, Rohan LC. Biorelevant and screening dissolution methods for minocycline hydrochloride microspheres intended for periodontal administration. Int J Pharm 2021; 596:120261. [PMID: 33486044 DOI: 10.1016/j.ijpharm.2021.120261] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 01/05/2021] [Accepted: 01/09/2021] [Indexed: 10/22/2022]
Abstract
Currently, there is no compendial-level method to assess dissolution of particulate systems administered in the periodontal pocket. This work seeks to develop dissolution methods for extended release poly(lactic-co-glycolic acid) (PLGA) microspheres applied in the periodontal pocket. Arestin®, PLGA microspheres containing minocycline hydrochloride (MIN), is indicated for reduction of pocket depth in adult periodontitis. Utilizing Arestin® as a model product, two dissolution methods were developed: a dialysis set-up using USP apparatus 4 and a novel apparatus fabricated to simulate in vivo environment of the periodontal pocket. In the biorelevant method, the microspheres were dispersed in 250 μL of simulated gingival crevicular fluid (sGCF) which was enclosed in a custom-made dialysis enclosure. sGCF was continuously delivered to the device at a biorelevant flow rate and was collected daily for drug content analysis using UPLC. Both methods could discriminate release characteristics of a panel of MIN-loaded PLGA microspheres that differed in composition and process conditions. A mechanistic model was developed, which satisfactorily explained the release profiles observed using both dissolution methods. The developed methods may have the potential to be used as routine quality control tools to ensure batch-to-batch consistency and to support evaluation of bioequivalence for periodontal microspheres.
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Affiliation(s)
- Sravan Kumar Patel
- School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, USA; Magee-Womens Research Institute, Pittsburgh, PA, USA
| | - Ashlee C Greene
- Department of Chemical Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Stuti M Desai
- School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, USA; Magee-Womens Research Institute, Pittsburgh, PA, USA
| | | | - Iman Taj Basha
- Department of Chemical Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - James Scott MacPherson
- Department of Chemical Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA
| | - Yan Wang
- Office of Research and Standards, Office of Generic Drugs, CDER, U.S. Food & Drug Administration, Silver Springs, MD, USA
| | - Yuan Zou
- Office of Research and Standards, Office of Generic Drugs, CDER, U.S. Food & Drug Administration, Silver Springs, MD, USA
| | - Mostafa Shehabeldin
- Department of Oral Biology, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Charles S Sfeir
- Department of Oral Biology, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA; The McGowan Institute for Regenerative Medicine, Pittsburgh, PA, USA; The Center for Craniofacial Regeneration, School of Dental Medicine, University of Pittsburgh, PA, USA; Department of Periodontics and Preventive Dentistry, School of Dental Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Steven R Little
- School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, USA; Department of Chemical Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA; Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA; The McGowan Institute for Regenerative Medicine, Pittsburgh, PA, USA; The Center for Craniofacial Regeneration, School of Dental Medicine, University of Pittsburgh, PA, USA; Department of Immunology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Department of Ophthalmology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Lisa C Rohan
- School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, USA; Magee-Womens Research Institute, Pittsburgh, PA, USA; Department of Obstetrics and Gynecology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
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