Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China.
PLoS One. 2018 Jun 8;13(6):e0198515. doi: 10.1371/journal.pone.0198515. eCollection 2018.
The aim of this study was to present a novel analytical quality by design (AQbD) approach for developing an HPLC method to analyze herbal extracts. In this approach, critical method attributes (CMAs) and critical method parameters (CMPs) of the analytical method were determined using the same data collected from screening experiments. The HPLC-ELSD method for separation and quantification of sugars in Codonopsis Radix extract (CRE) samples and Astragali Radix extract (ARE) samples was developed as an example method with a novel AQbD approach. Potential CMAs and potential CMPs were found with Analytical Target Profile. After the screening experiments, the retention time of the D-glucose peak of CRE samples, the signal-to-noise ratio of the D-glucose peak of CRE samples, and retention time of the sucrose peak in ARE samples were considered CMAs. The initial and final composition of the mobile phase, flow rate, and column temperature were found to be CMPs using a standard partial regression coefficient method. The probability-based design space was calculated using a Monte-Carlo simulation method and verified by experiments. The optimized method was validated to be accurate and precise, and then it was applied in the analysis of CRE and ARE samples. The present AQbD approach is efficient and suitable for analysis objects with complex compositions.
本研究旨在提出一种新颖的分析质量源于设计(AQbD)方法,用于开发 HPLC 方法来分析草药提取物。在这种方法中,使用从筛选实验中收集的相同数据来确定分析方法的关键方法属性(CMA)和关键方法参数(CMP)。以 HPLC-ELSD 方法为例,采用新颖的 AQbD 方法,开发了用于分离和定量测定党参提取物(CRE)样品和黄芪提取物(ARE)样品中糖的方法。通过分析目标概况(Analytical Target Profile)确定潜在的 CMA 和潜在的 CMP。在筛选实验之后,将 CRE 样品中 D-葡萄糖峰的保留时间、CRE 样品中 D-葡萄糖峰的信噪比以及 ARE 样品中蔗糖峰的保留时间视为 CMA。使用标准部分回归系数法确定初始和最终流动相组成、流速和柱温为 CMP。使用蒙特卡罗模拟方法计算基于概率的设计空间,并通过实验进行验证。优化方法的准确性和精密度得到验证,然后应用于 CRE 和 ARE 样品的分析。本研究提出的 AQbD 方法高效,适用于成分复杂的分析对象。