Kovács A, Berkó Sz, Csányi E, Csóka I
Institute of Pharmaceutical Technology and Regulatory Affairs, University of Szeged, Faculty of Pharmacy, Eötvös str. 6, Szeged H-6720, Hungary.
Eur J Pharm Sci. 2017 Mar 1;99:246-257. doi: 10.1016/j.ejps.2016.12.020. Epub 2016 Dec 21.
The aim of our present work was to evaluate the applicability of the Quality by Design (QbD) methodology in the development and optimalization of nanostructured lipid carriers containing salicyclic acid (NLC SA). Within the Quality by Design methology, special emphasis is layed on the adaptation of the initial risk assessment step in order to properly identify the critical material attributes and critical process parameters in formulation development. NLC SA products were formulated by the ultrasonication method using Compritol 888 ATO as solid lipid, Miglyol 812 as liquid lipid and Cremophor RH 60® as surfactant. LeanQbD Software and StatSoft. Inc. Statistica for Windows 11 were employed to indentify the risks. Three highly critical quality attributes (CQAs) for NLC SA were identified, namely particle size, particle size distribution and aggregation. Five attributes of medium influence were identified, including dissolution rate, dissolution efficiency, pH, lipid solubility of the active pharmaceutical ingredient (API) and entrapment efficiency. Three critical material attributes (CMA) and critical process parameters (CPP) were identified: surfactant concentration, solid lipid/liquid lipid ratio and ultrasonication time. The CMAs and CPPs are considered as independent variables and the CQAs are defined as dependent variables. The 2 factorial design was used to evaluate the role of the independent and dependent variables. Based on our experiments, an optimal formulation can be obtained when the surfactant concentration is set to 5%, the solid lipid/liquid lipid ratio is 7:3 and ultrasonication time is 20min. The optimal NLC SA showed narrow size distribution (0.857±0.014) with a mean particle size of 114±2.64nm. The NLC SA product showed a significantly higher in vitro drug release compared to the micro-particle reference preparation containing salicylic acid (MP SA).
我们当前工作的目的是评估质量源于设计(QbD)方法在含水杨酸的纳米结构脂质载体(NLC SA)开发与优化中的适用性。在质量源于设计方法中,特别强调对初始风险评估步骤的调整,以便在制剂开发中正确识别关键物料属性和关键工艺参数。NLC SA产品采用超声法制备,使用Compritol 888 ATO作为固体脂质,Miglyol 812作为液体脂质,聚氧乙烯蓖麻油RH 60®作为表面活性剂。使用LeanQbD软件和StatSoft公司的Windows 11版Statistica软件来识别风险。确定了NLC SA的三个高度关键质量属性(CQA),即粒径、粒径分布和聚集。确定了五个中等影响属性,包括溶出速率、溶出效率、pH值、活性药物成分(API)的脂质溶解度和包封率。确定了三个关键物料属性(CMA)和关键工艺参数(CPP):表面活性剂浓度、固体脂质/液体脂质比例和超声时间。将CMA和CPP视为自变量,将CQA定义为因变量。采用二因子设计来评估自变量和因变量的作用。基于我们的实验,当表面活性剂浓度设定为5%、固体脂质/液体脂质比例为7:3且超声时间为20分钟时,可获得最佳配方。最佳的NLC SA显示出窄的粒径分布(0.857±0.014),平均粒径为114±2.64nm。与含水杨酸的微粒参比制剂(MP SA)相比,NLC SA产品的体外药物释放显著更高。