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基于色谱保留多元统计模型的复方中药HPLC分析方法高效构建模式研究

基于色谱保留多元统计模型的复方中药HPLC分析方法高效构建模式研究
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  • 批准号:81703462
  • 批准年度: 2017年
  • 学科分类:药物分析(H3010) |
  • 项目负责人:严斌俊
  • 负责人职称:讲师
  • 依托单位:浙江中医药大学
  • 资助金额:20.1万元
  • 项目类别:青年科学基金项目
  • 研究期限:2018年01月01日 至 2020年12月31日
  • 中文关键词: 统计;复方;中药;HPLC;高效
  • 英文关键词:HPLC;Chemometrics;Statistical Modeling;Regularity of Chromatographic Retention;Traditional Chinese M

项目摘要

中文摘要

针对中药质量标准从单一成分测定向多指标成分测定转变过程中HPLC分析方法重建繁琐费时的难题,围绕如何根据复方中药特点高效地建立HPLC分析方法的问题,本课题选择丹参、川芎、红花、赤芍4味中药及其配伍而成的多种复方中药为研究案例,拟利用实验设计、多元曲线分辨、多元统计建模、Monte-Carlo仿真等方法及前馈控制策略,重点研究单味中药与复方中药共有的定量色谱保留规律(即分析参数与中药成分色谱参数间的定量关系),建立多元统计模型对该规律进行表征,并研究不同色谱柱之间的模型转移方法,从而形成基于色谱保留多元统计模型的复方中药分析方法高效构建模式,为色谱分析方法的建立探索新途径。这不仅能有效地总结和利用单味中药分析方法开发经验,显著提高复方中药分析方法开发效率,而且能在含测指标增加或改变时高效地调整得到相适应的分析方法,从而为中药质量标准提升和中药配伍物质基础变化规律研究提供更好的支持。

英文摘要

The redevelopment of HPLC analytical methods for traditional Chinese medicine (TCM) formulae is usually complex and time-consuming, which is one of the technological problems frequently encountered during the single component determination to multi-component determination upgrade of the quality standards of TCMs. More efficient development approaches based on the characteristics of TCM formulae are worthy of study. Therefore, this project aims to explore a rapid development approach of HPLC methods for TCM formulae, which takes advantage of the mutual regularities of chromatographic retention behaviors between TCM formulae and their constituting single TCMs (i.e. the quantitative relationships between the analytical parameters and the chromatographic parameters of TCM components). Four TCMs including Salviae Miltiorrhizae Radix et Rhizoma, Chuanxiong Rhizoma, Carthami Flos, Paeoniae Radix Rubra and various TCM formulae derived from them will be taken for case studies in this project. The quantitative regularities of the chromatographic retention behaviors of the components in the four TCMs will be studied using design of experiments methodology, multivariate curve resolution and multivariate statistical modeling methods, and then represented in the form of multivariate statistical models. Based on these models and Monte-Carlo simulations, the HPLC methods for different TCM formulae derived from the four TCMs will be optimized rapidly using feedforward control strategy. Meanwhile, the methods for transferring the statistical models between different chromatographic columns will be studied. Based on the results of these studies, a rapid development approach of HPLC methods for TCM formulae based on multivariate statistical modeling of chromatographic retention behaviors will be sufficiently developed, which will provide a new pattern of HPLC method development. The approach is expected to effectively summarize and utilize the experiences from the development of analytical methods of single TCMs to significantly facilitate the development of HPLC methods for TCM formulae, and be able to efficiently adjust the analytical methods for the determination of more different components. Therefore, the approach proposed will provide a good support for the quality standard upgrade of TCMs and also for the study of material basis transformation during the concerting of single TCMs.

评估说明

    国家自然科学基金项目“基于色谱保留多元统计模型的复方中药HPLC分析方法高效构建模式研究”发布于爱科学iikx,并永久归类于相关科学基金导航中,仅供广大科研工作者查询、学习、选题参考。国科金是根据国家发展科学技术的方针、政策和规划,以及科学技术发展方向,面向全国资助基础研究和应用研究,发挥着促进我国基础研究源头创新的作用。国科金的真正价值在于它能否为科学进步和社会发展带来积极的影响。

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