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在线近红外光谱、紫外光谱及融合光谱用于监测三七吸附过程的对比研究

A comparative study of using in-line near-infrared spectra, ultraviolet spectra and fused spectra to monitor Panax notoginseng adsorption process.

作者信息

Jiang Cheng, Qu Haibin

机构信息

Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China.

Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China.

出版信息

J Pharm Biomed Anal. 2015 Jan;102:78-84. doi: 10.1016/j.jpba.2014.08.029. Epub 2014 Sep 6.

Abstract

The step of enriching and purifying saponins by macroporous resin column chromatography is closely related to the safety and efficacy of Panax notoginseng products during their manufacturing processes. Adsorption process is one of the most critical unit operations within each chromatographic cycle. In order to understand the adsorption process directly, it is necessary to develop a rapid and precise method to monitor the adsorption process in real time. In this study, comparative evaluation of using near-infrared (NIR) spectra, ultraviolet (UV) spectra and fused spectra to monitor the adsorption process of P. notoginseng was conducted. The uninformative variable elimination by partial least squares (UVE-PLS) regression models were established for quantification of notoginsenoside R1, ginsenoside Rg1, ginsenoside Re, ginsenoside Rb1 and ginsenoside Rd in effluents based on different spectra. There was a significant improvement provided by the models based on fused spectra. The results in this work were conducive to solving the problems about real-time quantitative analysis of saponins during P. notoginseng adsorption. The fusion method of NIR and UV spectra combined with UVE-PLS regression could be a promising strategy to real-time analyze the components, which are difficult to be quantified by individual spectroscopic technique.

摘要

大孔树脂柱色谱法富集纯化三七皂苷的步骤与三七产品生产过程中的安全性和有效性密切相关。吸附过程是每个色谱循环中最关键的单元操作之一。为了直接了解吸附过程,有必要开发一种快速、精确的方法来实时监测吸附过程。本研究对利用近红外(NIR)光谱、紫外(UV)光谱和融合光谱监测三七吸附过程进行了比较评估。基于不同光谱建立了偏最小二乘无信息变量消除(UVE-PLS)回归模型,用于定量流出物中的三七皂苷R1、人参皂苷Rg1、人参皂苷Re、人参皂苷Rb1和人参皂苷Rd。基于融合光谱的模型有显著改进。本研究结果有助于解决三七吸附过程中皂苷实时定量分析的问题。近红外光谱和紫外光谱的融合方法结合UVE-PLS回归可能是实时分析难以用单一光谱技术定量的成分的一种有前景的策略。

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