首页|基于统计分析筛选适用于凝胶贴膏的聚丙烯酸钠(部分中和)关键质量属性

基于统计分析筛选适用于凝胶贴膏的聚丙烯酸钠(部分中和)关键质量属性

扫码查看
目的:考察不同厂家聚丙烯酸钠(部分中和)的理化性质,分析其关键质量属性,并探讨这些属性与凝胶贴膏性能指标之间的关系,为筛选适用于凝胶贴膏的辅料提供参考.方法:对三个厂家六个型号样品进行理化性质表征,采用统计分析筛选关键质量属性.选择两个型号制备凝胶贴膏,评估其对黏附力和体外释放度的影响,并用随机森林模型验证关键质量属性的影响.结果:不同厂家样品理化性质存在差异.筛选了六个关键质量属性:黏度、粒径D90、pH值、低聚物、丙烯酸残留单体和干燥失重.随机森林模型验证这些属性对贴膏性能有显著影响.结论:已识别的六个关键质量属性是影响样品理化性质和凝胶贴膏性能的主要因素.通过优化这些关键属性,优化这些属性可提高贴膏的黏附性能和药物释放特性.本研究提供了一种基于统计分析的方法,识别聚丙烯酸钠(部分中和)关键质量属性,但由于样本量较小,存在一定的局限性,未来还需要在更大范围内进行验证.
Identification of Critical Quality Attributes of Sodium Polyacrylate(Partially neutralized)for Gel Plaster Based on Statistical Analysis
Objective:This study aims to examine the physicochemical properties of sodium polyacrylate(partially neutralized)from various manufacturers.It analyzes critical quality attributes and investigates their relationship with gel plaster performance indicators.The goal is to provide a reference for selecting suitable excipients for gel plaster.Methods:We characterized six samples from three manufacturers and employed statistical analysis to identify critical quality attributes.Two types were selected to prepare gel plaster.The impact on adhesion and in vitro release was evaluated.A random forest model validated the influence of the identified critical quality attributes.Results:Significant differences were observed in the physicochemical properties of samples from different manufacturers.Six critical quality attributes were identified:viscosity,particle size D90,pH value,low polymer,acrylic residual monomer,and loss on drying.The random forest model confirmed these attributes'substantial impact on plaster performance.Conclusion:The six identified critical quality attributes are key factors affecting sample properties and gel plaster performance.Optimizing these attributes can enhance plaster adhesion and drug release characteristics.This study presents a statistical approach to identify critical quality attributes of sodium polyacrylate(partially neutralized).However,the small sample size limits the study.Future research should validate these findings on a larger scale.

sodium polyacrylate(partially neutralized)physicochemical propertiescritical quality attributesgel plasterprincipal component analysisrandom forest model

刘杨、何莉、李昌亮、郑金凤

展开 >

国家药品监督管理局药用辅料工程技术研究重点实验室,湖南省药品检验检测研究院,湖南 长沙 410001

湖南九典制药股份有限公司,湖南 长沙 410329

聚丙烯酸钠(部分中和) 理化性质 关键质量属性 凝胶贴膏 主成分分析 随机森林模型

湖南省自然科学基金科药联合项目

2023JJ60107

2024

广东化工
广东省石油化工研究院

广东化工

影响因子:0.288
ISSN:1007-1865
年,卷(期):2024.51(16)