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Article

Modeling and Design of Chitosan–PCL Bi-Layered Microspheres for Intravitreal Controlled Release

by
Eduardo A. Chacin Ruiz
1,
Samantha L. Carpenter
2,†,
Katelyn E. Swindle-Reilly
3,4,5 and
Ashlee N. Ford Versypt
1,6,7,8,*
1
Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, NY 14260, USA
2
School of Mechanical and Aerospace Engineering, Oklahoma State University, Stillwater, OK 74078, USA
3
Department of Biomedical Engineering, The Ohio State University, Columbus, OH 43210, USA
4
William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH 43210, USA
5
Department of Ophthalmology and Visual Sciences, The Ohio State University, Columbus, OH 43210, USA
6
Department of Biomedical Engineering, University at Buffalo, The State University of New York, Buffalo, NY 14260, USA
7
Department of Pharmaceutical Sciences, University at Buffalo, The State University of New York, Buffalo, NY 14214, USA
8
Institute for Artificial Intelligence and Data Science, University at Buffalo, The State University of New York, Buffalo, NY 14260, USA
*
Author to whom correspondence should be addressed.
Current address: School of Aerospace and Mechanical Engineering, The University of Oklahoma, Norman, OK 73019, USA.
Pharmaceutics 2025, 17(9), 1174; https://doi.org/10.3390/pharmaceutics17091174
Submission received: 30 July 2025 / Revised: 2 September 2025 / Accepted: 4 September 2025 / Published: 9 September 2025
(This article belongs to the Special Issue Drug Delivery Systems for Ocular Diseases)

Abstract

Background/Objectives: Chronic retinal diseases usually require repetitive local dosing. Depending on factors such as dosing frequency, mode of administration, and associated costs, this can result in poor patient compliance. A better alternative involves using controlled-release drug delivery systems to reduce the frequency of intravitreal dosing and extend drug release. However, reaching the market stage is a time-consuming process. Methods: In this study, we employed two computational approaches to model and estimate the parameters governing the diffusion-controlled drug release from bi-layered microspheres. The case study involved microspheres composed of a chitosan core and a polycaprolactone (PCL) shell. The model drugs were bovine serum albumin and bevacizumab (an agent that slows neovascularization due to retinal disorders). Drug release from the microspheres is described by a mathematical model that was solved numerically using the finite difference and the finite element approaches. The parameter estimation was performed by nonlinear least-squares regression. Results: We used the estimated parameters to simulate the cumulative release under various conditions and optimize the device design to guide future experimental efforts and improve the duration of release beyond a target daily therapeutic release rate from the microspheres. Conclusions: We investigated the effects of polymeric layer sizes on drug release and provided recommendations for optimal sizes. We provide straightforward computational tools for others to reuse in designing bi-layered microspheres for intravitreal drug delivery needs in the treatment of chronic ocular neovascularization.
Keywords: polymeric drug delivery; drug release modeling; mechanistic modeling; sustained drug delivery; polycaprolactone; chitosan polymeric drug delivery; drug release modeling; mechanistic modeling; sustained drug delivery; polycaprolactone; chitosan

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MDPI and ACS Style

Chacin Ruiz, E.A.; Carpenter, S.L.; Swindle-Reilly, K.E.; Ford Versypt, A.N. Modeling and Design of Chitosan–PCL Bi-Layered Microspheres for Intravitreal Controlled Release. Pharmaceutics 2025, 17, 1174. https://doi.org/10.3390/pharmaceutics17091174

AMA Style

Chacin Ruiz EA, Carpenter SL, Swindle-Reilly KE, Ford Versypt AN. Modeling and Design of Chitosan–PCL Bi-Layered Microspheres for Intravitreal Controlled Release. Pharmaceutics. 2025; 17(9):1174. https://doi.org/10.3390/pharmaceutics17091174

Chicago/Turabian Style

Chacin Ruiz, Eduardo A., Samantha L. Carpenter, Katelyn E. Swindle-Reilly, and Ashlee N. Ford Versypt. 2025. "Modeling and Design of Chitosan–PCL Bi-Layered Microspheres for Intravitreal Controlled Release" Pharmaceutics 17, no. 9: 1174. https://doi.org/10.3390/pharmaceutics17091174

APA Style

Chacin Ruiz, E. A., Carpenter, S. L., Swindle-Reilly, K. E., & Ford Versypt, A. N. (2025). Modeling and Design of Chitosan–PCL Bi-Layered Microspheres for Intravitreal Controlled Release. Pharmaceutics, 17(9), 1174. https://doi.org/10.3390/pharmaceutics17091174

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