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Quality by Design (QbD)-Based Development of a Self-Nanoemulsifying Drug Delivery System for the Ocular Delivery of Flurbiprofen

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dc.contributor.authorJeong, Ju-Hwan-
dc.contributor.authorYoon, Tae-Han-
dc.contributor.authorRyu, Si-Won-
dc.contributor.authorKim, Min-Gyeong-
dc.contributor.authorKim, Gu-Hae-
dc.contributor.authorOh, Ye-Jin-
dc.contributor.authorLee, Su-Jeong-
dc.contributor.authorKwak, Na-Woon-
dc.contributor.authorBang, Kyu-Ho-
dc.contributor.authorKim, Kyeong-Soo-
dc.date.accessioned2025-06-12T06:02:14Z-
dc.date.available2025-06-12T06:02:14Z-
dc.date.issued2025-05-
dc.identifier.issn1999-4923-
dc.identifier.issn1999-4923-
dc.identifier.urihttps://scholarworks.gnu.ac.kr/handle/sw.gnu/78737-
dc.description.abstractObjectives: In this study, Quality by Design (QbD) was used to develop an optimized self-nanoemulsifying drug delivery system (SNEDDS) as an ophthalmic formulation of flurbiprofen (FLU). Using a Box-Behnken design (BBD), an optimal SNEDDS composition was crafted, targeting enhanced corneal permeability and increased bioavailability of the drug. Methods: The levels of each factor(X) were established using a pseudo-ternary diagram, and the Box-Behnken design (BBD) was used to evaluate the components of oil (18.9 mg), surfactant (70.7 mg), and co-surfactant (10.0 mg) to optimize the SNEDDS formulation. The response(Y) considered were particle size, polydispersity index (PDI), transmittance, and stability. Transmission electron microscopy (TEM) and dynamic light scattering (DLS) were used to analyze the particle size and morphology. In vitro and ex vivo diffusion tests were conducted to assess drug flux and permeability. Result: Using a response optimization tool, the values of each X factor were optimized to achieve a small particle size (nm), a low polydispersity index (PDI), and high transmittance (%), resulting in a formulation prepared with 18.9 mg of oil, 70.7 mg of surfactant, and 10.0 mg of co-surfactant. The optimized SNEDDS exhibited a small particle size of 24.89 nm, a minimal PDI of 0.068, and a high transmittance of 74.85%. A transmission electron microscopy (TEM) analysis confirmed the presence of uniform spherical nanoemulsion droplets with an observed mean diameter of less than 25 nm, corroborating the dynamic light scattering (DLS) measurements. Furthermore, the SNEDDS demonstrated improved stability under the stress conditions of heating-cooling cycles, with no phase separation, creaming, or caking observed and no differences in its particle size, PDI, or transmittance. In vitro and ex vivo diffusion tests demonstrated that the flux of the optimized SNEDDS (2.723 +/- 0.133 mg/cm2, 5.446 +/- 0.390 mu g/cm2) was about 2.5 and 4 times higher than that of the drug dispersion, and the initial diffusion was faster, which is suitable for the characteristics of eye drops. Conclusions: Therefore, the formulation of a flurbiprofen-loaded SNEDDS (FLU-SNE) was successfully optimized using the QbD approach. The optimized FLU-SNE exhibited excellent stability and enhanced permeability, suggesting its potential effectiveness in treating various ocular inflammations, including uveitis and cystoid macular edema.-
dc.language영어-
dc.language.isoENG-
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI)-
dc.titleQuality by Design (QbD)-Based Development of a Self-Nanoemulsifying Drug Delivery System for the Ocular Delivery of Flurbiprofen-
dc.typeArticle-
dc.publisher.location스위스-
dc.identifier.doi10.3390/pharmaceutics17050629-
dc.identifier.scopusid2-s2.0-105007102493-
dc.identifier.wosid001495739500001-
dc.identifier.bibliographicCitationPharmaceutics, v.17, no.5-
dc.citation.titlePharmaceutics-
dc.citation.volume17-
dc.citation.number5-
dc.type.docTypeArticle-
dc.description.isOpenAccessY-
dc.description.journalRegisteredClassscie-
dc.description.journalRegisteredClassscopus-
dc.relation.journalResearchAreaPharmacology & Pharmacy-
dc.relation.journalWebOfScienceCategoryPharmacology & Pharmacy-
dc.subject.keywordPlusIN-VITRO-
dc.subject.keywordPlusOPTIMIZATION-
dc.subject.keywordPlusSMEDDS-
dc.subject.keywordPlusBIOAVAILABILITY-
dc.subject.keywordPlusSNEDDS-
dc.subject.keywordPlusPERMEABILITY-
dc.subject.keywordPlusPENETRATION-
dc.subject.keywordPlusFORMULATION-
dc.subject.keywordPlusSTABILITY-
dc.subject.keywordPlusAGENT-
dc.subject.keywordAuthorself-nanoemulsifying drug delivery system-
dc.subject.keywordAuthorflurbiprofen-
dc.subject.keywordAuthorBox-Behnken design-
dc.subject.keywordAuthorocular delivery-
dc.subject.keywordAuthorquality by design-
dc.subject.keywordAuthornanoemulsion-
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