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Open AccessArticle
A Meta-Analysis of In Vitro Release of Hydrophilic Therapeutics from Contact Lenses Using Mathematical Modeling
1
School of Mathematics and Statistics, Rochester Institute of Technology, 85 Lomb Memorial Drive, Rochester, NY 14623, USA
2
Centre for Ocular Research & Education (CORE), School of Optometry & Vision Science, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada
3
Centre for Eye and Vision Research (CEVR), Unit 901-903, 17W Hong Kong Science Park, Shatin, Hong Kong
*
Author to whom correspondence should be addressed.
Pharmaceutics 2025, 17(11), 1479; https://doi.org/10.3390/pharmaceutics17111479 (registering DOI)
Submission received: 29 September 2025
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Revised: 3 November 2025
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Accepted: 8 November 2025
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Published: 16 November 2025
Abstract
Background/Objectives: A meta-analysis was conducted to study the in vitro release of hydrophilic therapeutics from contact lenses, loaded using the soaking method. Fifty-three experiments were studied that measure the cumulative release of therapeutics from (mostly) commercial contact lenses placed in a vial. Methods: A mathematical model and a parameter-fitting algorithm are presented to estimate the diffusion coefficient (D) and 50% therapeutic release time () of all the experimental lens–therapeutic combinations. Statistical methods were used to analyze the relationships between lens materials, therapeutic properties, and predicted parameter values (D and ). Results: The mathematical framework was validated against previous studies. It was found that lens water content directly and moderately influences the estimated diffusion coefficient. More specifically, the median diffusivity of silicone hydrogel (SH) contact lenses was statistically different from that of conventional hydrogel (CH) lenses. The dependencies of other lens and therapeutic properties on diffusivity were complex, with special cases studied to elicit dependencies. A predictive tool was constructed to estimate the logarithm of 50% therapeutic release time (), given the lens water content and the therapeutic molecular volume and density. Conclusions: The conducted meta-analysis found that the kinetic release of therapeutics from contact lenses depends on the properties of both the contact lens and therapeutics. The statistical model explained 64% of the variability of the and can be used in the preliminary stages of contact lens drug delivery development.
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MDPI and ACS Style
Carichino, L.; Maki, K.L.; Gunputh, N.D.; Phan, C.-M.
A Meta-Analysis of In Vitro Release of Hydrophilic Therapeutics from Contact Lenses Using Mathematical Modeling. Pharmaceutics 2025, 17, 1479.
https://doi.org/10.3390/pharmaceutics17111479
AMA Style
Carichino L, Maki KL, Gunputh ND, Phan C-M.
A Meta-Analysis of In Vitro Release of Hydrophilic Therapeutics from Contact Lenses Using Mathematical Modeling. Pharmaceutics. 2025; 17(11):1479.
https://doi.org/10.3390/pharmaceutics17111479
Chicago/Turabian Style
Carichino, Lucia, Kara L. Maki, Narshini D. Gunputh, and Chau-Minh Phan.
2025. "A Meta-Analysis of In Vitro Release of Hydrophilic Therapeutics from Contact Lenses Using Mathematical Modeling" Pharmaceutics 17, no. 11: 1479.
https://doi.org/10.3390/pharmaceutics17111479
APA Style
Carichino, L., Maki, K. L., Gunputh, N. D., & Phan, C.-M.
(2025). A Meta-Analysis of In Vitro Release of Hydrophilic Therapeutics from Contact Lenses Using Mathematical Modeling. Pharmaceutics, 17(11), 1479.
https://doi.org/10.3390/pharmaceutics17111479
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