Design, optimization, and characterization of an ivermectin-loaded nanoemulsion using a quality by design approach

IF 5.45 Q1 Physics and Astronomy
Nano-Structures & Nano-Objects Pub Date : 2026-05-01 Epub Date: 2026-05-20 DOI:10.1016/j.nanoso.2026.101690
Ashutosh Jamloki , Monika Dua , Ujashkumar Shah
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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.

Abstract Image

采用质量设计方法设计、优化和表征负载伊维菌素的纳米乳
伊维菌素为BCSⅱ类药物,水溶性低于0.005 mg/mL, logp为5.83。由于皮肤生物利用度差,传统乳霜系统的局部递送仍然有限。本研究采用设计质量的方法来开发和优化一种负载伊维菌素的局部纳米乳。QTPP定义、基于fmea的风险评估和3²全因子设计是随后的关键步骤。通过溶解度筛选,发现油酸、吐温80和丙二醇是最合适的赋形剂。在拟三元相图评价的5个Smix比中,Smix 4:1的纳米乳存在区最宽,因此选择Smix 4:1。FMEA确定油浓度(RPN = 448)和Smix浓度(RPN = 392)为关键工艺参数。在九个因子批次中对这些进行了调查,并证实了所有三种反应的显著线性模型。经检查点验证,F10为最佳配方,油的提取率为5.83%,Smix为53.83%。结果表明:微滴粒径为57.18 ± 2.36 nm, PDI为0.251,透过率为99.8%,黏度为135.4 cps, 1 h释药量为普通药液的1.43倍。热力学稳定性测试证实了所制备的纳米乳在所有评估应力条件下的物理稳健性。系统的qbd驱动优化成功地为配方建立了稳健的设计空间。总的来说,这些发现证明了优化的纳米乳作为增强伊维菌素局部皮肤递送的有希望的平台的潜力。
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来源期刊
Nano-Structures & Nano-Objects
Nano-Structures & Nano-Objects Physics and Astronomy-Condensed Matter Physics
CiteScore
9.20
自引率
0.00%
发文量
60
审稿时长
22 days
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 .
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