Article(id=1304735426674184809, tenantId=1146029695717560320, journalId=1302319053441957962, issueId=1304735403429356361, articleNumber=null, orderNo=null, doi=10.7501/j.issn.0253-2670.2026.14.026, pmid=null, cstr=null, oa=null, hot=0, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1767888000000, receivedDateStr=2026-01-09, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1789002766530, onlineDateStr=2026-09-10, pubDate=null, pubDateStr=null, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1789002766530, onlineIssueDateStr=2026-09-10, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1789002766530, creator=13701087609, updateTime=1789002766530, updator=13701087609, issue=Issue{id=1304735403429356361, tenantId=1146029695717560320, journalId=1302319053441957962, year='2026', volume='57', issue='14', pageStart='5353', pageEnd='5788', issueExtLink='null', onlineDate='null', pubDate='1785168000000', pubDateStr='2026-07-28', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1789002760989, creator='13701087609', updateTime=1789002916821, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1304736057073889492, tenantId=1146029695717560320, journalId=1302319053441957962, issueId=1304735403429356361, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1304736057073889493, tenantId=1146029695717560320, journalId=1302319053441957962, issueId=1304735403429356361, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=5667, endPage=5676, ext={EN=ArticleExt(id=1304735426992951915, articleId=1304735426674184809, tenantId=1146029695717560320, journalId=1302319053441957962, language=EN, title=Quality difference evaluation of Hedychium flavum from different origins based on multi-index quantitation and chemometrics combined with CRITIC-TOPSIS method, columnId=null, journalTitle=Chinese Traditional and Herbal Drugs, columnName=null, runingTitle=null, highlight=null, articleAbstract=Objective To evaluate the quality difference evaluation of Hedychium flavum from different origins based on multi-index content determination, using principal component analysis (PCA), orthogonal partial least squares-discriminant analysis (PLS-DA) and CRITIC-TOPSIS methods, so as to provide a basis for further development and utilization. Methods HPLC was used with BetaMax Neutral C18 column, acetonitrile -0.4%phosphoric acid solution as mobile phase with gradient elution, detection wavelength of 320, 230, 360 and 210 nm. A total of 17 batches of H. flavum from different origins were collected. The contents of 13 chemical constituents including protocatechuic acid, trans-4-hydroxycinnamic acid, coniferaldehyde, isocoronarin D, coronarin D, coronarin A, coronarin E, quercetin, kaempferol, isorhamnetin, daucosterol, stigmasterol, β-sitosterol were detected, while extractives and total ash were examined. The 17 batches of H. flavum were grouped using PCA and PLS-DA methods, and quality differential markers were screened out. The weights of each index was calculated using the CRITIC method, and a comprehensive quality evaluation model for H. flavum was constructed using the TOPSIS method. Results The contents of the above 13 indexes among 17 batches of H. flavum were 0.121—0.295, 0.044—0.091, 0.036—0.104, 0.400—1.071, 0.300—0.515, 0.902—1.677, 0.089—0.153, 0.473—0.916, 0.177—0.378, 0.136—0.249, 0.068—0.117, 0.223—0.453, 0.240—0.863 mg/g, while the ranges of extractives and total ash were 11.4%—21.5% and 3.1%—9.2 %, respectively. PCA results showed that the cumulative variance contribution rate of two principal components was 87.564%, and 17 batches of H. flavum were divided into three categories. Kaempferol, coronarin A, protocatechuic acid, extractives, β-sitosterol, isocoronarin D and quercetin were selected as quality differential markers by PLS-DA methods. The results of CRITIC-TOPSIS method showed that the comprehensive relative proximities of 17 batches of H. flavum samples was 0.421 6—0.618 1. The quality of samples from Guizhou and Sichuan provinces exhibited superior comprehensive quality. Conclusion The established multi-index quantitative combined with PCA, PLS-DA and CRITIC-TOPSIS method can comprehensively evaluate the quality difference of H. flavum from different habitats. The method is scientific, intuitive, accurate and reliable, which can provide a theoretical and technical reference for the quality difference evaluation of H. flavum., authors=ZHANG Liqun, FENG Kai, LI Yiran, LIU Yun, XU Hong, authorsList=ZHANG Liqun, FENG Kai, LI Yiran, LIU Yun, XU Hong, authorCompany=null, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1304735426900677226, articleId=1304735426674184809, tenantId=1146029695717560320, journalId=1302319053441957962, language=CN, title=基于多指标定量及化学计量学联合CRITIC-TOPSIS法对不同产地黄姜花的质量差异评价, columnId=1304140203967410414, journalTitle=中草药, columnName=药材与资源, runingTitle=null, highlight=null, articleAbstract=目的 基于多指标含量测定,采用主成分分析(principal component analysis,PCA)、偏最小二乘-判别分析(partial least squares-discriminant analysis,PLS-DA)及CRITIC-TOPSIS法评价不同产地黄姜花Hedychium flavum质量差异,为进一步开发利用提供依据。方法 采用HPLC法,BetaMax Neutral C₁₈色谱柱,乙腈-0.4%磷酸水溶液梯度洗脱;采集不同产地17批黄姜花,检测原儿茶酸、对香豆酸、阿魏醛、异姜花素D、姜花素D、姜花素A、姜花素E、槲皮素、山柰酚、异鼠李素、胡萝卜苷、豆甾醇、β-谷甾醇含量,并检查浸出物和总灰分,以PCA和PLS-DA方法对17批黄姜花进行分组,筛选质量差异标志物;以CRITIC法计算各指标权重,采用TOPSIS法构建黄姜花综合质量评价模型。结果 17批黄姜花中以上15个指标含量分别为0.121~0.295、0.044~0.091、0.036~0.104、0.400~1.071、0.300~0.515、0.902~1.677、0.089~0.153、0.473~0.916、0.177~0.378、0.136~0.249、0.068~0.117、0.223~0.453、0.240~0.863 mg/g,11.4%~21.5%、3.1%~9.2%。PCA分析得2个主成分的累积方差贡献率为87.564%,并将17批黄姜花分为3类;PLS-DA分析筛选出山柰酚、姜花素A、原儿茶酸、浸出物、β-谷甾醇、异姜花素D和槲皮素为质量差异标志物;CRITIC-TOPSIS法结果显示17批黄姜花样品的综合相对接近度为0.421 6~0.618 1,贵州和四川产地样品质量较优。结论 所建立的多指标定量结合PCA、PLS-DA及CRITIC-TOPSIS法可综合评价不同产地黄姜花药材质量差异,且该方法科学直观、准确可靠,可为黄姜花的质量差异评价提供参考。, authors=张立群1, 冯恺2, 李怡然3, 刘云2, 徐虹1,2, authorsList=张立群, 冯恺, 李怡然, 刘云, 徐虹, authorCompany=1 上海交通大学医学院附属瑞金医院 药剂科, 上海 200025;
2 上海中医药大学中药学院, 上海 201203;
3 南方科技大学伦敦国王学院医学院, 广东 深圳 518055, correspAuthors=徐虹, authorNote=张立群: 张立群(1982—),男,江苏连云港人,硕士,主管药师,研究方向为药物质量评价、药物分析。Tel:(021)64370045, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=u6GEaa4FbGyqB6e8Rk9iDQ==, pdfFileSize=1010388, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=海南省药物警戒创新研究课题 (HNPV20))}, authors=null, keywords=[Keyword(id=1304735427139752556, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1304735426674184809, language=CN, orderNo=1, keyword=黄姜花), Keyword(id=1304735427223638637, tenantId=1146029695717560320, journalId=1302319053441957962, articleId=1304735426674184809, language=CN, orderNo=2, keyword=高效液相色谱法), Keyword(id=1304735427307524718, tenantId=1146029695717560320, 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基于多指标定量及化学计量学联合CRITIC-TOPSIS法对不同产地黄姜花的质量差异评价
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张立群1, 冯恺2, 李怡然3, 刘云2, 徐虹1,2
作者信息
    1 上海交通大学医学院附属瑞金医院 药剂科, 上海 200025;
    2 上海中医药大学中药学院, 上海 201203;
    3 南方科技大学伦敦国王学院医学院, 广东 深圳 518055
通讯作者:
徐虹
作者简介:
张立群: 张立群(1982—),男,江苏连云港人,硕士,主管药师,研究方向为药物质量评价、药物分析。Tel:(021)64370045
Quality difference evaluation of Hedychium flavum from different origins based on multi-index quantitation and chemometrics combined with CRITIC-TOPSIS method
  • ZHANG Liqun, FENG Kai, LI Yiran, LIU Yun, XU Hong
  • Affiliations
    doi: 10.7501/j.issn.0253-2670.2026.14.026
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    目的 基于多指标含量测定,采用主成分分析(principal component analysis,PCA)、偏最小二乘-判别分析(partial least squares-discriminant analysis,PLS-DA)及CRITIC-TOPSIS法评价不同产地黄姜花Hedychium flavum质量差异,为进一步开发利用提供依据。方法 采用HPLC法,BetaMax Neutral C₁₈色谱柱,乙腈-0.4%磷酸水溶液梯度洗脱;采集不同产地17批黄姜花,检测原儿茶酸、对香豆酸、阿魏醛、异姜花素D、姜花素D、姜花素A、姜花素E、槲皮素、山柰酚、异鼠李素、胡萝卜苷、豆甾醇、β-谷甾醇含量,并检查浸出物和总灰分,以PCA和PLS-DA方法对17批黄姜花进行分组,筛选质量差异标志物;以CRITIC法计算各指标权重,采用TOPSIS法构建黄姜花综合质量评价模型。结果 17批黄姜花中以上15个指标含量分别为0.121~0.295、0.044~0.091、0.036~0.104、0.400~1.071、0.300~0.515、0.902~1.677、0.089~0.153、0.473~0.916、0.177~0.378、0.136~0.249、0.068~0.117、0.223~0.453、0.240~0.863 mg/g,11.4%~21.5%、3.1%~9.2%。PCA分析得2个主成分的累积方差贡献率为87.564%,并将17批黄姜花分为3类;PLS-DA分析筛选出山柰酚、姜花素A、原儿茶酸、浸出物、β-谷甾醇、异姜花素D和槲皮素为质量差异标志物;CRITIC-TOPSIS法结果显示17批黄姜花样品的综合相对接近度为0.421 6~0.618 1,贵州和四川产地样品质量较优。结论 所建立的多指标定量结合PCA、PLS-DA及CRITIC-TOPSIS法可综合评价不同产地黄姜花药材质量差异,且该方法科学直观、准确可靠,可为黄姜花的质量差异评价提供参考。
    黄姜花  /  高效液相色谱法  /  主成分分析  /  偏最小二乘-判别分析  /  CRITIC-TOPSIS法  /  质量差异评价  /  原儿茶酸  /  对香豆酸  /  阿魏醛  /  异姜花素D  /  姜花素D  /  姜花素A  /  姜花素E  /  槲皮素  /  山柰酚  /  异鼠李素  /  胡萝卜苷  /  豆甾醇  /  β-谷甾醇
    Objective To evaluate the quality difference evaluation of Hedychium flavum from different origins based on multi-index content determination, using principal component analysis (PCA), orthogonal partial least squares-discriminant analysis (PLS-DA) and CRITIC-TOPSIS methods, so as to provide a basis for further development and utilization. Methods HPLC was used with BetaMax Neutral C18 column, acetonitrile -0.4%phosphoric acid solution as mobile phase with gradient elution, detection wavelength of 320, 230, 360 and 210 nm. A total of 17 batches of H. flavum from different origins were collected. The contents of 13 chemical constituents including protocatechuic acid, trans-4-hydroxycinnamic acid, coniferaldehyde, isocoronarin D, coronarin D, coronarin A, coronarin E, quercetin, kaempferol, isorhamnetin, daucosterol, stigmasterol, β-sitosterol were detected, while extractives and total ash were examined. The 17 batches of H. flavum were grouped using PCA and PLS-DA methods, and quality differential markers were screened out. The weights of each index was calculated using the CRITIC method, and a comprehensive quality evaluation model for H. flavum was constructed using the TOPSIS method. Results The contents of the above 13 indexes among 17 batches of H. flavum were 0.121—0.295, 0.044—0.091, 0.036—0.104, 0.400—1.071, 0.300—0.515, 0.902—1.677, 0.089—0.153, 0.473—0.916, 0.177—0.378, 0.136—0.249, 0.068—0.117, 0.223—0.453, 0.240—0.863 mg/g, while the ranges of extractives and total ash were 11.4%—21.5% and 3.1%—9.2 %, respectively. PCA results showed that the cumulative variance contribution rate of two principal components was 87.564%, and 17 batches of H. flavum were divided into three categories. Kaempferol, coronarin A, protocatechuic acid, extractives, β-sitosterol, isocoronarin D and quercetin were selected as quality differential markers by PLS-DA methods. The results of CRITIC-TOPSIS method showed that the comprehensive relative proximities of 17 batches of H. flavum samples was 0.421 6—0.618 1. The quality of samples from Guizhou and Sichuan provinces exhibited superior comprehensive quality. Conclusion The established multi-index quantitative combined with PCA, PLS-DA and CRITIC-TOPSIS method can comprehensively evaluate the quality difference of H. flavum from different habitats. The method is scientific, intuitive, accurate and reliable, which can provide a theoretical and technical reference for the quality difference evaluation of H. flavum.
    Hedychium flavum Roxb.  /  HPLC  /  PCA  /  PLS-DA  /  CRITIC-TOPSIS  /  quality difference evaluation  /  protocatechuic acid  /  trans-4-hydroxycinnamic acid  /  coniferaldehyde  /  isocoronarin D  /  coronarin D  /  coronarin A  /  coronarin E  /  quercetin  /  kaempferol  /  isorhamnetin  /  daucosterol  /  stigmasterol  /  β-sitosterol
    张立群, 冯恺, 李怡然, 刘云, 徐虹. 基于多指标定量及化学计量学联合CRITIC-TOPSIS法对不同产地黄姜花的质量差异评价. 中草药, 2026 , 57 (14) : 5667 -5676 . DOI: 10.7501/j.issn.0253-2670.2026.14.026
    ZHANG Liqun, FENG Kai, LI Yiran, LIU Yun, XU Hong. Quality difference evaluation of Hedychium flavum from different origins based on multi-index quantitation and chemometrics combined with CRITIC-TOPSIS method[J]. Chinese Traditional and Herbal Drugs, 2026 , 57 (14) : 5667 -5676 . DOI: 10.7501/j.issn.0253-2670.2026.14.026

      海南省药物警戒创新研究课题 (HNPV20)

    参考文献 引证文献
    排序方式:
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    贵州省中医研究所. 贵州草药(第2集) [M]. 贵阳: 贵州人民出版社, 1970: 670.
    黄宏文. 中国迁地栽培植物志药用植物[M]. 北京: 中国林业出版社, 2021: 416.
    Panigrahy S K, Kumar A, Bhatt R. Hedychium coronarium rhizomes: Promising antidiabetic and natural inhibitor of α-amylase and α-glucosidase [J]. J Diet Suppl, 2020, 17(1): 81-87.
    吴相欢. 黄姜花药理活性及其相关机制研究[D]. 贵阳: 贵州大学, 2020.
    周曦曦, 王进喜, 杨坤, 等. 苗药夜寒苏根茎化学成分定性研究[J]. 中国民族医药杂志, 2017, 23(6): 35-36.
    王进喜, 周曦曦, 蒋太白, 等. 苗药夜寒苏的化学成分研究[J]. 中药材, 2017, 40(11): 2583-2585.
    何楚楚, 李朗, 蒋嘉馨, 等. 苗药夜寒苏不同提取物的体外抗氧化及降血糖活性研究[J]. 微量元素与健康研究, 2025, 42(4): 64-73.
    Ray A, Jena S, Dash B, et al. Hedychium coronarium extract arrests cell cycle progression, induces apoptosis, and impairs migration and invasion in HeLa cervical cancer cells [J]. Cancer Manag Res, 2019, 11: 483-500.
    Sangeeta S, Mohammad S A, Achinto S, et al. Anti inflammatory and analgesic effects of Hedychium coronarium Koen [J]. J Pharm Sci, 2007, 20(1): 47-51.
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    2026年第57卷第14期
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    2种不同金属材料的力学参数

    Family
    属数
    Number of
    genus
    种数
    Number of
    species
    占总种数比例
    Percentage of
    total species (%)

    Genus
    种数
    Number of
    species
    占总种数比例
    Percentage of total
    species (%)
    鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
    小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
    多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
    红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
    小菇属 Mycena 11 5.26
    光柄菇属 Pluteus 5 2.39
    红菇属 Russula 17 8.13
    栓菌属 Trametes 5 2.39
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