Integrated Application of Risk Management Techniques in Developing an Analysis Method for Traditional Chinese Medicine: A Case Study of a Percolation Solution for Xiaochaihu Capsules

IF 4.4 3区 工程技术 Q2 CHEMISTRY, ANALYTICAL
Mintong Zhao, Yanni Tai, Gelin Wu, Feng Ding, Haibin Qu, Xingchu Gong
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引用次数: 2

Abstract

Risk management should run through the entire process of method development, utilization, and maintenance. Based on the analytical quality by design (AQbD) concept, various integrated risk management techniques were used in this study to develop an analysis method for the percolation solution of Xiaochaihu capsules. During the development of the analysis method, risk assessment was conducted using an Ishikawa diagram and failure mode effects analysis, followed by method optimization using experimental design. The probability of nonconformance calculated via an exhaustive Monte Carlo method quantitatively characterized the risk magnitude of method parameter failures, leading to the establishment of a operable design region method based on risk magnitude. Validation experiments and robustness tests of the data were utilized for model refinement and initial risk review. Methodological validation of the developed method was performed, and control strategies for the analysis method were presented through a decision tree. Stability experiments demonstrated that the samples remained stable at 4 °C for 24 h. The average recovery rate fell between 98.8% and 105%, with relative standard deviations ranging from 2.73% to 4.48%. The results showed that the established analysis method exhibited robustness. This analysis method can simultaneously determine the contents of uridine, adenine, 5-hydroxymethylfurfural, and guanosine. This method can also be employed for process control during percolation. This study integrated various risk management techniques to develop and maintain the analysis method, and this approach can potentially be extended to other analytical methods.
风险管理技术在中药分析方法开发中的综合应用——以小柴胡胶囊渗滤液为例
风险管理应该贯穿于方法开发、利用和维护的整个过程。本研究基于设计质量分析(AQbD)理念,运用多种综合风险管理技术,建立了小柴胡胶囊渗滤液的分析方法。在分析方法的开发过程中,采用石川图进行风险评估和失效模式效应分析,并采用试验设计进行方法优化。通过穷举蒙特卡罗方法计算不符合概率,定量表征了方法参数失效的风险大小,从而建立了基于风险大小的可操作设计区域方法。利用数据的验证实验和稳健性测试进行模型改进和初始风险审查。对所开发的方法进行了方法学验证,并通过决策树给出了分析方法的控制策略。稳定性实验表明,样品在4℃条件下24h保持稳定,平均回收率在98.8% ~ 105%之间,相对标准偏差在2.73% ~ 4.48%之间。结果表明,所建立的分析方法具有较好的稳健性。该方法可同时测定尿苷、腺嘌呤、5-羟甲基糠醛和鸟苷的含量。该方法也可用于渗流过程的控制。本研究整合了各种风险管理技术来开发和维护分析方法,并且该方法有可能扩展到其他分析方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Chemosensors
Chemosensors Chemistry-Analytical Chemistry
CiteScore
5.00
自引率
9.50%
发文量
450
审稿时长
11 weeks
期刊介绍: Chemosensors (ISSN 2227-9040; CODEN: CHEMO9) is an international, scientific, open access journal on the science and technology of chemical sensors published quarterly online by MDPI.The journal is indexed in Scopus, SCIE (Web of Science), CAPlus / SciFinder, Inspec, Engineering Village and other databases.
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