{"title":"Design, optimization, and characterization of an ivermectin-loaded nanoemulsion using a quality by design approach","authors":"Ashutosh Jamloki , Monika Dua , Ujashkumar Shah","doi":"10.1016/j.nanoso.2026.101690","DOIUrl":null,"url":null,"abstract":"<div><div>Ivermectin is a BCS Class II drug with aqueous solubility below 0.005 mg/mL and log P of 5.83. Its topical delivery from conventional cream-based systems remains limited due to poor dermal bioavailability. The present study was carried out to develop and optimize an ivermectin-loaded topical nanoemulsion using a Quality by Design approach. QTPP definition, FMEA-based risk assessment, and 3² full factorial design were the key steps followed. From solubility screening, oleic acid, Tween 80, and propylene glycol were found to be the most suitable excipients. Among five Smix ratios evaluated through pseudoternary phase diagrams, Smix 4:1 showed the widest nanoemulsion existence zone and was hence selected. FMEA identified oil concentration (RPN = 448) and Smix concentration (RPN = 392) as critical process parameters. These were investigated across nine factorial batches and significant linear models were confirmed for all three responses. Checkpoint validation identified F10 as the optimized formulation at oil 5.83% and Smix 53.83%. It showed droplet size of 57.18 ± 2.36 nm, PDI of 0.251, transmittance of 99.8%, viscosity of 135.4 cps, and 1.43-fold higher drug release at 1 h in comparison to plain drug solution. Thermodynamic stability testing confirmed the physical robustness of the developed nanoemulsion under all stress conditions evaluated. The systematic QbD-driven optimization successfully established a robust design space for the formulation. Collectively, these findings demonstrated the potential of the optimized nanoemulsion as a promising platform for enhancing topical dermal delivery of ivermectin.</div></div>","PeriodicalId":397,"journal":{"name":"Nano-Structures & Nano-Objects","volume":"46 ","pages":"Article 101690"},"PeriodicalIF":5.4500,"publicationDate":"2026-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nano-Structures & Nano-Objects","FirstCategoryId":"1","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352507X26000806","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/5/20 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"Physics and Astronomy","Score":null,"Total":0}
引用次数: 0
Abstract
Ivermectin is a BCS Class II drug with aqueous solubility below 0.005 mg/mL and log P of 5.83. Its topical delivery from conventional cream-based systems remains limited due to poor dermal bioavailability. The present study was carried out to develop and optimize an ivermectin-loaded topical nanoemulsion using a Quality by Design approach. QTPP definition, FMEA-based risk assessment, and 3² full factorial design were the key steps followed. From solubility screening, oleic acid, Tween 80, and propylene glycol were found to be the most suitable excipients. Among five Smix ratios evaluated through pseudoternary phase diagrams, Smix 4:1 showed the widest nanoemulsion existence zone and was hence selected. FMEA identified oil concentration (RPN = 448) and Smix concentration (RPN = 392) as critical process parameters. These were investigated across nine factorial batches and significant linear models were confirmed for all three responses. Checkpoint validation identified F10 as the optimized formulation at oil 5.83% and Smix 53.83%. It showed droplet size of 57.18 ± 2.36 nm, PDI of 0.251, transmittance of 99.8%, viscosity of 135.4 cps, and 1.43-fold higher drug release at 1 h in comparison to plain drug solution. Thermodynamic stability testing confirmed the physical robustness of the developed nanoemulsion under all stress conditions evaluated. The systematic QbD-driven optimization successfully established a robust design space for the formulation. Collectively, these findings demonstrated the potential of the optimized nanoemulsion as a promising platform for enhancing topical dermal delivery of ivermectin.
期刊介绍:
Nano-Structures & Nano-Objects is a new journal devoted to all aspects of the synthesis and the properties of this new flourishing domain. The journal is devoted to novel architectures at the nano-level with an emphasis on new synthesis and characterization methods. The journal is focused on the objects rather than on their applications. However, the research for new applications of original nano-structures & nano-objects in various fields such as nano-electronics, energy conversion, catalysis, drug delivery and nano-medicine is also welcome. The scope of Nano-Structures & Nano-Objects involves: -Metal and alloy nanoparticles with complex nanostructures such as shape control, core-shell and dumbells -Oxide nanoparticles and nanostructures, with complex oxide/metal, oxide/surface and oxide /organic interfaces -Inorganic semi-conducting nanoparticles (quantum dots) with an emphasis on new phases, structures, shapes and complexity -Nanostructures involving molecular inorganic species such as nanoparticles of coordination compounds, molecular magnets, spin transition nanoparticles etc. or organic nano-objects, in particular for molecular electronics -Nanostructured materials such as nano-MOFs and nano-zeolites -Hetero-junctions between molecules and nano-objects, between different nano-objects & nanostructures or between nano-objects & nanostructures and surfaces -Methods of characterization specific of the nano size or adapted for the nano size such as X-ray and neutron scattering, light scattering, NMR, Raman, Plasmonics, near field microscopies, various TEM and SEM techniques, magnetic studies, etc .