Qi An, Hong Sun, Linzhi Wu, Liangliang Liu, Sue Chen
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Components with variable importance in projection values higher than 1 in the OPLS-DA model were selected as potential chemical markers for distinguishing the origins of CR. Finally, an HPLC method was validated for determining the five characteristic ingredients in the CR samples. HPLC characteristic fingerprints showed 17 common peaks for C. pilosula, 13 for C. pilosula var. modesta, and 9 for C. tangshen, and all of them showed good similarity (>0.9). Additionally, there were 9 common peaks for all CR samples with relatively poor similarity, ranging from 0.607 to 0.970. PCA could differentiate CR from the three origins, except for a partial overlap between C. pilosula and C. pilosula var. Modesta, and the OPLS-DA model achieved excellent classification results. Eight components (peaks 12, 8, lobetyolin, 10, codonopsin І, syringin, 3, and 11) were selected as potential chemical markers. There was a large discrepancy in the contents of the five characteristic ingredients in all samples, with the relative standard deviation ranging from 36.0% (lobetyolin) to 85.9% (atractylenolide Ⅲ). The average contents of the five characteristic ingredients were similar between C. pilosula and C. pilosula var. modesta samples and notably higher than those of C. tangshen samples. Consequently, a rapid, precise, and feasible strategy was established for the discrimination and quality control of CR with different origins.","PeriodicalId":7130,"journal":{"name":"Acta Chromatographica","volume":" ","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2022-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Quality evaluation of Codonopsis Radix through high performance liquid chromatography fingerprint combined with chemometrics and simultaneous determination of five characteristic ingredients\",\"authors\":\"Qi An, Hong Sun, Linzhi Wu, Liangliang Liu, Sue Chen\",\"doi\":\"10.1556/1326.2022.01059\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\n \\n Codonopsis Radix (CR) is recorded as the roots of Codonopsis pilosula, C. pilosula var. modesta and Codonopsis tangshen. It is difficult to evaluate the quality of CR because of the existence of many original plants. 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引用次数: 0
摘要
党参根(Codonopsis Radix, CR)是党参、党参、党参的根。由于原植物的存在,给CR的质量评价带来了困难。本文提出了一种色谱分析与化学计量学相结合的CR质量控制策略。采用高效液相色谱(HPLC)指纹图谱对其化学成分进行了系统分析。基于HPLC指纹图谱数据,采用无监督主成分分析(PCA)和监督正交偏最小二乘判别分析(OPLS-DA)等化学计量学方法对所有CR样品进行分类。选择在OPLS-DA模型中投影值大于1的可变重要成分作为鉴别CR来源的潜在化学标记。最后,验证了HPLC法确定CR样品中5种特征成分的有效性。HPLC特征指纹图谱显示,党参有17个共同峰,酢浆草有13个共同峰,汤参有9个共同峰,具有较好的相似性(>0.9)。此外,所有CR样本有9个共同峰,相似度较差,范围为0.607 ~ 0.970。主成分分析法能够区分出三种来源的CR,除了C. pilosula和C. pilosula var. Modesta有部分重叠外,OPLS-DA模型取得了很好的分类效果。选取峰12、峰8、峰10、峰10、峰12、峰8、峰10、峰10、峰3、峰11作为潜在化学标记物。各样品中5种特征成分的含量差异较大,相对标准偏差在36.0%(枇杷膏)~ 85.9%(苍术内酯Ⅲ)之间,5种特征成分的平均含量在木犀草和木犀草样品中基本一致,显著高于汤参样品。为不同来源CR的鉴别和质量控制提供了一种快速、准确、可行的策略。
Quality evaluation of Codonopsis Radix through high performance liquid chromatography fingerprint combined with chemometrics and simultaneous determination of five characteristic ingredients
Codonopsis Radix (CR) is recorded as the roots of Codonopsis pilosula, C. pilosula var. modesta and Codonopsis tangshen. It is difficult to evaluate the quality of CR because of the existence of many original plants. In this paper, a strategy integrating chromatographic analysis and chemometrics for the quality control of CR is proposed. Systematic analysis of the chemical composition of CR was achieved through high performance liquid chromatography (HPLC) fingerprinting. Based on the HPLC fingerprinting data, chemometrics, including unsupervised principal component analysis (PCA) and supervised orthogonal partial least squares-discrimination analysis (OPLS-DA), were applied to classify all CR samples. Components with variable importance in projection values higher than 1 in the OPLS-DA model were selected as potential chemical markers for distinguishing the origins of CR. Finally, an HPLC method was validated for determining the five characteristic ingredients in the CR samples. HPLC characteristic fingerprints showed 17 common peaks for C. pilosula, 13 for C. pilosula var. modesta, and 9 for C. tangshen, and all of them showed good similarity (>0.9). Additionally, there were 9 common peaks for all CR samples with relatively poor similarity, ranging from 0.607 to 0.970. PCA could differentiate CR from the three origins, except for a partial overlap between C. pilosula and C. pilosula var. Modesta, and the OPLS-DA model achieved excellent classification results. Eight components (peaks 12, 8, lobetyolin, 10, codonopsin І, syringin, 3, and 11) were selected as potential chemical markers. There was a large discrepancy in the contents of the five characteristic ingredients in all samples, with the relative standard deviation ranging from 36.0% (lobetyolin) to 85.9% (atractylenolide Ⅲ). The average contents of the five characteristic ingredients were similar between C. pilosula and C. pilosula var. modesta samples and notably higher than those of C. tangshen samples. Consequently, a rapid, precise, and feasible strategy was established for the discrimination and quality control of CR with different origins.
期刊介绍:
Acta Chromatographica
Open Access
Acta Chromatographica publishes peer-reviewed scientific articles on every field of chromatography, including theory of chromatography; progress in synthesis and characterization of new stationary phases; chromatography of organic, inorganic and complex compounds; enantioseparation and chromatography of chiral compounds; applications of chromatography in biology, pharmacy, medicine, and food analysis; environmental applications of chromatography; analytical and physico-chemical aspects of sample preparation for chromatography; hyphenated and combined techniques; chemometrics and its applications in separation science.