Department of Chemistry "U. Schiff", University of Florence, Via U. Schiff 6, 50019 Sesto Fiorentino, Florence, Italy.
Department of Chemistry "U. Schiff", University of Florence, Via U. Schiff 6, 50019 Sesto Fiorentino, Florence, Italy.
J Chromatogr A. 2014 Apr 25;1339:200-9. doi: 10.1016/j.chroma.2014.02.088. Epub 2014 Mar 12.
The development of a capillary electrophoresis (CE) method for the assay of almotriptan (ALM) and its main impurities using an integrated Quality by Design and mixture-process variable (MPV) approach is described. A scouting phase was initially carried out by evaluating different CE operative modes, including the addition of pseudostationary phases and additives to the background electrolyte, in order to approach the analytical target profile. This step made it possible to select normal polarity microemulsion electrokinetic chromatography (MEEKC) as operative mode, which allowed a good selectivity to be achieved in a low analysis time. On the basis of a general Ishikawa diagram for MEEKC methods, a screening asymmetric matrix was applied in order to screen the effects of the process variables (PVs) voltage, temperature, buffer concentration and buffer pH, on critical quality attributes (CQAs), represented by critical separation values and analysis time. A response surface study was then carried out considering all the critical process parameters, including both the PVs and the mixture components (MCs) of the microemulsion (borate buffer, n-heptane as oil, sodium dodecyl sulphate/n-butanol as surfactant/cosurfactant). The values of PVs and MCs were simultaneously changed in a MPV study, making it possible to find significant interaction effects. The design space (DS) was defined as the multidimensional combination of PVs and MCs where the probability for the different considered CQAs to be acceptable was higher than a quality level π=90%. DS was identified by risk of failure maps, which were drawn on the basis of Monte-Carlo simulations, and verification points spanning the design space were tested. Robustness testing of the method, performed by a D-optimal design, and system suitability criteria allowed a control strategy to be designed. The optimized method was validated following ICH Guideline Q2(R1) and was applied to a real sample of ALM coated tablets.
本文描述了一种采用集成质量源于设计(Quality by Design,QbD)和混合过程变量(mixture-process variable,MPV)方法的毛细管电泳(capillary electrophoresis,CE)法测定阿莫曲坦(almotriptan,ALM)及其主要杂质的方法。首先通过评估不同的 CE 操作模式,包括在背景电解质中添加伪固定相和添加剂,进行了探索性研究,以接近分析目标。这一步使得可以选择正常极性微乳液电动色谱(microemulsion electrokinetic chromatography,MEEKC)作为操作模式,从而可以在低分析时间内实现良好的选择性。基于 MEEKC 方法的一般石川图,应用了筛选不对称矩阵,以筛选过程变量(process variables,PVs)电压、温度、缓冲液浓度和缓冲液 pH 对关键质量属性(critical quality attributes,CQAs)的影响,这些 CQAs 由关键分离值和分析时间表示。然后,考虑到所有关键工艺参数,包括微乳液的 PVs 和混合成分(mixture components,MCs),进行了响应面研究。在 MPV 研究中,同时改变 PVs 和 MCs 的值,可以找到显著的相互作用效应。设计空间(design space,DS)定义为 PVs 和 MCs 的多维组合,在该组合中,不同考虑的 CQAs 达到可接受水平的概率高于质量水平π=90%。通过基于蒙特卡罗模拟的风险失效图来确定 DS,并对跨越设计空间的验证点进行测试。通过 D-最优设计进行方法稳健性测试,并符合 ICH 指南 Q2(R1)的要求,从而可以设计控制策略。优化后的方法经过验证后,符合 ICH 指南 Q2(R1)的要求,并应用于真实的 ALM 包衣片样品。