首页|基于多组分定量联合主成分分析正交偏最小二乘法-判别分析及熵权优劣解距离法的抗菌消炎胶囊质量差异性评价

基于多组分定量联合主成分分析正交偏最小二乘法-判别分析及熵权优劣解距离法的抗菌消炎胶囊质量差异性评价

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目的 建立主成分分析(PCA)、正交偏最小二乘法-判别分析(OPLS-DA)及熵权优劣解距离法(EW-TOPSIS)评价抗菌消炎胶囊的多组分质量差异。方法 采用高效液相色谱法(HPLC)同时测定15批抗菌消炎胶囊中獐牙菜苦苷、獐牙菜苷、绿原酸、3,5-二-O-咖啡酰奎宁酸、知母皂苷BⅡ、知母皂苷AⅢ、原百部碱、对叶百部碱、黄芩苷、汉黄芩苷、黄芩素和汉黄芩素的含量,借助PCA、OPLS-DA及EW-TOPSIS模型对15批消炎胶囊样品进行质量差异分析,筛选出导致差异的特征成分,并进行质量排序。结果 12种成分在各自范围内呈现良好的线性关系(r>0。999),平均加样回收率(n=9)96。90%~100。23%(RSD<2。0%)。化学计量学筛选出2个主成分,方差贡献率累计达95。172%;OPLS-DA发掘出黄芩苷、绿原酸、知母皂苷B Ⅱ和对叶百部碱对抗菌消炎胶囊质量有显著影响:EW-TOPSIS分析结果显示Ci值0。082 7~0。849 5,15批样品质量差异较大。结论 所建立的方法可用于抗菌消炎胶囊质量的综合评价。
Quality differences evaluation of Kangjun Xiaoyan Capsules based on multi-component quantitative analy-sis combined with PCA,OPLS-DA and EW-TOPSIS analysis
Objective To evaluate multi-component quality differences in Kangjun Xiaoyan capsules us-ing PCA,OPLS-DA,and entropy-weighted TOPSIS(EW-TOPSIS)models.Methods HPLC was applied to detem-ing the contents of swertiamain,sweroside,chlorogenic acid,3,5-O-dicaffeoylquinic acid,timosaponin BⅡ,timo-saponin A Ⅲ,protostemonine,tuberostemonine,baicalin,wogonoside,baicalein and wogonin in 15 batches of Kangjun Xiaoyan Capsules.PCA,OPLS-DA,and EW-TOPSIS models were used to analyze the quality differences of 15 batches of Kangjun Xiaoyan Capsules,screen out the characteristic components that cause the differences,and sort the quality accordingly.Results The 12 components showed good linear relationships within their own ranges(r>0.999),and the average recovery rate(n=9)was 96.90%-100.23%(RSD<2.0%).Two principal compo-nents were selected based on chemometrics,with a cumulative contribution rate of variance of 95.172%.OPLS-DA showed that baicalin,chlorogenic acid,timosaponin B Ⅱ and tuberostemonine had significant effects on the quality of Kangjun Xiaoyan Capsules.The EW-TOPSIS analysis results showed that the Ci value was between 0.082 7-0.849 5,and there was a significant difference in the quality of 15 batches of Kangjun Xiaoyan Capsules samples.Conclusion The established method can be used for comprehensive evaluation of the quality of Kangjun Xiaoyan Capsules.

Chromatography,high pressure liquidPrincipal component analysisLeast-squares analy-sisKangjun Xiaoyan Capsules

施丹萍、沈敏、俞振伟、钟琳

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浙江中医药大学附属江南医院杭州市萧山区中医院药学部,浙江杭州 311201

浙江大学医学院附属邵逸夫医院药剂科,浙江杭州 311201

色谱法,高压液相 主成分分析 最小二乘法分析 抗菌消炎胶囊

浙江省药学会医院药学专项科研资助项目

2021ZYY02

2024

中国药物与临床
中国医院协会

中国药物与临床

影响因子:0.846
ISSN:1671-2560
年,卷(期):2024.24(12)