Thiolated nanoclays as a potential mucoadhesive material: Optimization by design of experiments and multivariate regression

IF 3.2 3区 材料科学 Q2 ENGINEERING, CHEMICAL
Natalia Ortiz-Pardo, Tomás Fernández-Martínez, Bruno F. Urbano, Víctor H. Campos-Requena
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引用次数: 0

Abstract

An integrated strategy based on design of experiments (DoE) and multivariate regression was carried out to produce an optimized surface functionalized nanoclay (Mt–SH) with potential mucoadhesive properties. A mercaptosilane was grafted in montmorillonite in order to immobilize thiol groups (–SH) on the clay. The functionalization was confirmed by IR, TGA, XRF and XRD analyses. Five variables involved in the synthesis were optimized in order to maximize two responses: mass of functionalized nanoclay and amount of thiol groups attached in the clay surface. This optimization was performed by a two–step DoE strategy using Plackett–Burman and Box–Behnken designs. The five variables and two responses were simultaneously calibrated in a single ANOVA–validated PLS regression model. Analyzing scores, loading and surface response plots, the main processing variables, interactions and quadratic terms were found achieving the optimal processing conditions for the synthesis. The quadratic model (R2 > 0.8589) predicted an optimized functionalized nanoclay of mass 3.29 ± 0.13 g of Mt–SH with 19.65 ± 0.78 μmol –SH per g Mt–SH (P < 0.05). The optimized Mt–SH was evaluated by in vitro and in situ mucoadhesion assays with porcine mucin and fresh intestinal mucus by using rheometry. The complex viscosity showed an increase of ∼54-fold higher compared to the unmodified Mt, and ∼12.8-fold increase in the elastic modulus, which indicates a more resistance to elastic deformation probably due to an increase in cross-linking points between Mt–SH and mucus. The formation of disulfide bonds between thiol groups from Mt–SH and glycoproteins in the mucin could be a reasonably explanation which shows a correlation respect other thiolated materials which show the same mucoadhesion properties. These results could project this functionalized silicate material as a potential mucoadhesive prospect for pharmaceutical applications.

Abstract Image

Abstract Image

硫醇化纳米粘土作为一种潜在的粘液黏附材料:通过实验设计和多元回归进行优化
研究人员采用基于实验设计(DoE)和多元回归的综合策略,制备出具有潜在粘液粘附特性的优化表面功能化纳米粘土(Mt-SH)。在蒙脱石中接枝了巯基硅烷,以便在粘土上固定硫醇基团(-SH)。通过红外光谱、热重分析、X射线荧光光谱和 X 射线衍射分析确认了功能化。对合成过程中涉及的五个变量进行了优化,以最大限度地提高两个响应:功能化纳米粘土的质量和粘土表面附着的硫醇基团的数量。优化采用了两步 DoE 策略,即 Plackett-Burman 和 Box-Behnken 设计。在一个经方差分析验证的 PLS 回归模型中同时校准了五个变量和两个响应。通过分析得分、载荷和表面响应图,发现主要加工变量、交互作用和二次项实现了合成的最佳加工条件。二次项模型(> 0.8589)预测出优化的功能化纳米粘土质量为 3.29 ± 0.13 克 Mt-SH,每克 Mt-SH 含 19.65 ± 0.78 μmol -SH(< 0.05)。利用流变仪对优化后的 Mt-SH 与猪粘蛋白和新鲜肠粘液进行了粘附试验。与未改性的 Mt 相比,复合物粘度增加了 54 倍,弹性模量增加了 12.8 倍,这表明 Mt-SH 与粘液之间的交联点增加了,因此抗弹性变形能力增强。Mt-SH的硫醇基团与粘蛋白中的糖蛋白之间形成的二硫键可能是一个合理的解释,这与其他具有相同粘附特性的硫醇材料相关。这些结果表明,这种功能化硅酸盐材料具有潜在的药物粘附性应用前景。
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来源期刊
International Journal of Adhesion and Adhesives
International Journal of Adhesion and Adhesives 工程技术-材料科学:综合
CiteScore
6.90
自引率
8.80%
发文量
200
审稿时长
8.3 months
期刊介绍: The International Journal of Adhesion and Adhesives draws together the many aspects of the science and technology of adhesive materials, from fundamental research and development work to industrial applications. Subject areas covered include: interfacial interactions, surface chemistry, methods of testing, accumulation of test data on physical and mechanical properties, environmental effects, new adhesive materials, sealants, design of bonded joints, and manufacturing technology.
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