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dc.contributor.authorLou, Hao
dc.contributor.authorHageman, Michael J.
dc.date.accessioned2023-06-13T16:15:29Z
dc.date.available2023-06-13T16:15:29Z
dc.date.issued2022-10-24
dc.identifier.citationLou, H., & Hageman, M. J. (2022). Development of an In Vitro System To Emulate an In Vivo Subcutaneous Environment: Small Molecule Drug Assessment. Molecular pharmaceutics, 19(11), 4017–4025. https://doi.org/10.1021/acs.molpharmaceut.2c00490en_US
dc.identifier.urihttps://hdl.handle.net/1808/34352
dc.descriptionThis document is the Accepted Manuscript version of a Published Work that appeared in final form in Molecular Pharmaceutics, Copyright © 2022 American Chemical Society after peer review and technical editing by the publisher. To access the final edited and published work see https://doi.org/10.1021/acs.molpharmaceut.2c00490.en_US
dc.description.abstractA reliable in vitro system can support and guide the development of subcutaneous (SC) drug products. Although several in vitro systems have been developed, they have some limitations, which may hinder them from getting more engaged in SC drug product development. This study sought to develop a novel in vitro system, namely, Emulator of SubCutaneous Absorption and Release (ESCAR), to better emulate the in vivo SC environment and predict the fate of drugs in SC delivery. ESCAR was designed using computer-aided design (CAD) software and fabricated using the three-dimensional (3D) printing technique. ESCAR has a design of two acceptor chambers representing the blood uptake pathway and the lymphatic uptake pathway, respectively, although only the blood uptake pathway was investigated for small molecules in this study. Via conducting a DoE factor screening study using acetaminophen solution, the relationship of the output (drug release from the “SC” chamber to the “blood circulation” chamber) and the input parameters could be modeled using a variety of methods, including polynomial equations, machine learning methods, and Monte Carlo simulation-based methods. The results suggested that the hyaluronic acid (HA) concentration was a critical parameter, whereas the influence of the injection volume and injection position was not substantial. An in vitro–in vivo correlation (IVIVC) study was developed using griseofulvin suspension to explore the feasibility of applying ESCAR in formulation development and bioequivalence studies. The developed LEVEL A IVIVC model demonstrated that the in vivo PK profile could be correlated with the in vitro release profile. Therefore, using this model, for new formulations, only in vitro studies need to be conducted in ESCAR, and in vivo studies might be waived. In conclusion, ESCAR had important implications for research and development and quality control of SC drug products. Future work would be focused on further optimizing ESCAR and expanding its applications via assessing more types of molecules and formulations.en_US
dc.publisherAmerican Chemical Societyen_US
dc.rightsCopyright © 2022 American Chemical Societyen_US
dc.subjectSubcutaneous route of administrationen_US
dc.subjectIn vitro systemen_US
dc.subject3D printingen_US
dc.subjectIn vitro–in vivo correlation (IVIVC)en_US
dc.subjectMachine learningen_US
dc.subjectMonte Carlo simulationen_US
dc.subjectDesign of Experiment (DoE)en_US
dc.titleDevelopment of an In Vitro System To Emulate an In Vivo Subcutaneous Environment: Small Molecule Drug Assessmenten_US
dc.typeArticleen_US
kusw.kuauthorLou, Hao
kusw.kuauthorHageman, Michael J.
kusw.kudepartmentPharmaceutical Chemistryen_US
kusw.kudepartmentBiopharmaceutical Innovation and Optimization Centeren_US
dc.identifier.doi10.1021/acs.molpharmaceut.2c00490en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-0218-6382en_US
dc.identifier.orcidhttps://orcid.org/0000-0003-0824-6577en_US
kusw.oaversionScholarly/refereed, author accepted manuscripten_US
kusw.oapolicyThis item meets KU Open Access policy criteria.en_US
dc.identifier.pmidPMC10228092en_US
dc.rights.accessrightsembargoedAccessen_US


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