A Quality by Design Approach for Optimizing Solid Lipid Nanoparticles of Bedaquiline for Improved Product Performance

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Mercy A. Okezue, Chidi Uche, Adekoya Adebola, Stephen R. Byrn
{"title":"A Quality by Design Approach for Optimizing Solid Lipid Nanoparticles of Bedaquiline for Improved Product Performance","authors":"Mercy A. Okezue,&nbsp;Chidi Uche,&nbsp;Adekoya Adebola,&nbsp;Stephen R. Byrn","doi":"10.1208/s12249-024-02873-z","DOIUrl":null,"url":null,"abstract":"<div><p>Bedaquiline (BQ) solid lipid nanoparticles (SLNs), which have previously been formulated for parenteral administration, have a risk of patient non-compliance in treating tuberculosis. This research presents a strategy to develop BQ SLNs for oral delivery to improve patient adherence, The upper and lower levels for the formulation excipients were generated from screening experiments. Using 4 input factors (BQ, lecithin, Tween 80, and PEG), a full factorial design from 3 × 2x2 × 2 experiments was randomly arranged to investigate 3 response variables: Particle size distribution (PSD), polydispersity index (PdI), and zeta potential (ZP). High shear homogenization was used to mix the solvent and aqueous phases, with 15% sucrose as a cryoprotectant. The response variables were assessed using a zeta sizer while TEM micrographs confirmed the PSD data. Solid-state assessments were conducted using powdered X-ray diffraction and scanning electron microscopy (SEM) imaging. A comparative invitro assessment was used to determine drug release from an equivalent dose of BQ free base powder and BQ-SLN, both packed in hard gelatin capsules. The sonicated formulations obtained significant effects for PSD, PdI, and ZP. The p-values (0.0001 for PdI, 0.0091 for PSD) for BQ as an independent variable in the sonicated formulation were notably higher than those in the unsonicated formulation (0.1336 for PdI, 0.0117 for PSD). The SEM images were between 100 – 400 nm and delineated nanocrystals of BQ embedded in the lipid matrix. The SLN formulation provides higher drug levels over the drug’s free base; a similarity factor (f2 = 18.3) was estimated from the dissolution profiles.</p><h3>Graphical Abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"3","ListUrlMain":"https://link.springer.com/article/10.1208/s12249-024-02873-z","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

Bedaquiline (BQ) solid lipid nanoparticles (SLNs), which have previously been formulated for parenteral administration, have a risk of patient non-compliance in treating tuberculosis. This research presents a strategy to develop BQ SLNs for oral delivery to improve patient adherence, The upper and lower levels for the formulation excipients were generated from screening experiments. Using 4 input factors (BQ, lecithin, Tween 80, and PEG), a full factorial design from 3 × 2x2 × 2 experiments was randomly arranged to investigate 3 response variables: Particle size distribution (PSD), polydispersity index (PdI), and zeta potential (ZP). High shear homogenization was used to mix the solvent and aqueous phases, with 15% sucrose as a cryoprotectant. The response variables were assessed using a zeta sizer while TEM micrographs confirmed the PSD data. Solid-state assessments were conducted using powdered X-ray diffraction and scanning electron microscopy (SEM) imaging. A comparative invitro assessment was used to determine drug release from an equivalent dose of BQ free base powder and BQ-SLN, both packed in hard gelatin capsules. The sonicated formulations obtained significant effects for PSD, PdI, and ZP. The p-values (0.0001 for PdI, 0.0091 for PSD) for BQ as an independent variable in the sonicated formulation were notably higher than those in the unsonicated formulation (0.1336 for PdI, 0.0117 for PSD). The SEM images were between 100 – 400 nm and delineated nanocrystals of BQ embedded in the lipid matrix. The SLN formulation provides higher drug levels over the drug’s free base; a similarity factor (f2 = 18.3) was estimated from the dissolution profiles.

Graphical Abstract

Abstract Image

Abstract Image

优化贝达喹啉固体脂质纳米颗粒以提高产品性能的质量设计方法。
贝达喹啉(BQ)固体脂质纳米颗粒(SLNs)以前一直配制成非肠道给药,但在治疗结核病时存在患者不依从的风险。本研究提出了一种开发用于口服给药的 BQ SLNs 的策略,以提高患者的依从性。使用 4 个输入因子(BQ、卵磷脂、吐温 80 和 PEG),随机安排 3 × 2x2 × 2 实验的全因子设计来研究 3 个响应变量:粒度分布 (PSD)、多分散指数 (PdI) 和 zeta 电位 (ZP)。采用高剪切匀浆法混合溶剂相和水相,并使用 15%的蔗糖作为低温保护剂。使用 zeta 分析仪对反应变量进行了评估,而 TEM 显微照片则证实了 PSD 数据。使用粉末 X 射线衍射和扫描电子显微镜(SEM)成像进行了固态评估。采用无创对比评估来确定等剂量的 BQ 无基质粉末和 BQ-SLN 的药物释放量,两者都装在硬明胶胶囊中。超声制剂对 PSD、PdI 和 ZP 有显著影响。在超声配方中,BQ 作为自变量的 p 值(PdI 为 0.0001,PSD 为 0.0091)明显高于未超声配方(PdI 为 0.1336,PSD 为 0.0117)。扫描电子显微镜图像的波长介于 100 - 400 nm 之间,显示出嵌入脂质基质中的 BQ 纳米晶体。与药物的游离基相比,SLN 制剂的药物含量更高;根据溶解曲线估算出相似系数(f2 = 18.3)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信