Analysis of active compounds and geographical origin discrimination of Atractylodes macrocephala Koidz. by using high performance liquid chromatography-diode array detection fingerprints combined with chemometrics

被引:5
作者
Tong, Gao-Yan [1 ]
Wu, Hai-Long [1 ]
Wang, Tong [1 ]
Chang, Yue-Yue [1 ]
Chen, Yao [2 ]
Yang, Jian [3 ]
Fu, Hai-Yan [4 ]
Yang, Xiao-Long [4 ]
Li, Xu-Fu [5 ]
Yu, Ru-Qin [1 ]
机构
[1] Hunan Univ, Coll Chem & Chem Engn, State Key Lab Chemo Biosensing & Chemometr, Changsha 410082, Peoples R China
[2] Hunan Univ Technol, Coll Life Sci & Chem, Hunan Key Lab Biomed Mat & Devices, Zhuzhou 412008, Peoples R China
[3] China Acad Chinese Med Sci, Natl Resource Ctr Chinese Mat Med, State Key Lab Breeding Base Dao di Herbs, Beijing 100700, Peoples R China
[4] South Cent Univ Nationalities, Modernizat Engn Technol Res Ctr Ethn Minor Med Hub, Sch Pharmaceut Sci, Wuhan 430074, Peoples R China
[5] Beijing Tongrentang Pingjiang Atractylodes Macroce, Pingjiang 414500, Peoples R China
基金
国家重点研发计划;
关键词
Alternating trilinear decomposition algorithm; Second-order advantage; High-performance liquid; chromatography-diode array detection; Pattern recognition; Atractylodes macrocephala Koidz; QUANTITATIVE-ANALYSIS; HPLC-DAD; CALIBRATION; COMPONENTS; PLANTS; MS;
D O I
10.1016/j.chroma.2022.463121
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
In this work, a simple and effective strategy for the determination of 12 active compounds of Atractylodes macrocephala Koidz. (AM) was proposed by using high performance liquid chromatography-diode array detection (HPLC-DAD) combined with alternating trilinear decomposition (ATLD) algorithm. Utilizing the "second-order advantage", three common problems in HPLC could be resolved, namely baseline drifts, peak overlaps, and unknown interferences. 12 compounds were rapidly eluted within 12.5 min, and the average spiked recoveries were 80.8-109.9%. The figures of merit reflected the feasibility of the proposed method. Compared with the results of the traditional univariate calibration method based on HPLC-UV technique, the proposed strategy further verified the reliability and simplicity of the mathematical separation. On this basis, partial least squares-discriminant analysis (PLS-DA) was applied to discriminate 113 AM samples from different geographical origins, and variable importance in projection (VIP) was used to further screen the main differential components that affect the regional division of AM. A series of results show that the AM samples from the three regions have obviously different clustering trends. Overall, the strategy is expected to provide a scientific basis for the modern research of medicinal materials, and it is also conducive to the clinical use and market supervision of AM.(c) 2022 Elsevier B.V. All rights reserved.
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页数:11
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共 39 条
  • [1] Metabolomics and chemometric study for identification of acetylcholinesterase inhibitor(s) from the flower extracts of Nymphaea pubescens
    Acharya, Jayashree
    Dutta, Mainak
    Chaudhury, Koel
    De, Bratati
    [J]. JOURNAL OF FOOD BIOCHEMISTRY, 2018, 42 (05)
  • [2] Atractylenolides, essential components of Atractylodes-based traditional herbal medicines: Antioxidant, anti-inflammatory and anticancer properties
    Bailly, Christian
    [J]. EUROPEAN JOURNAL OF PHARMACOLOGY, 2021, 891
  • [3] Chemometric Based Identification and Validation of Specific Chemical Markers for Geographical, Seasonal and Gender Variations in Tinospora cordifolia Stem using HPLC-ESI-QTOF-MS Analysis
    Bajpai, Vikas
    Kumar, Sunil
    Singh, Awantika
    Singh, Jyotsana
    Negi, M. P. S.
    Bag, Sumit Kumar
    Kumar, Nikhil
    Konwar, Rituraj
    Kumar, Brijesh
    [J]. PHYTOCHEMICAL ANALYSIS, 2017, 28 (04) : 277 - 288
  • [4] Classification tools in chemistry. Part 1: linear models. PLS-DA
    Ballabio, Davide
    Consonni, Viviana
    [J]. ANALYTICAL METHODS, 2013, 5 (16) : 3790 - 3798
  • [5] Qualitative and quantitative analysis data of the major constituents of llex paraguariensis leaves by UPLC-PDA and QTOF-MS
    Blum-Silva, Carlos Henrique
    Gobbo Luz, Ana Beatriz
    Nascimento, Marcus Vinicius P. S.
    de Campos Facchin, Bruno Matheus
    Baratto, Bruna
    Frode, Tania Silvia
    Sandjo, Louis Pergaud
    Dalmarco, Eduardo Monguilhott
    Reginatto, Flavio Henrique
    [J]. DATA IN BRIEF, 2016, 8 : 295 - 299
  • [6] A new efficient method for determining the number of components in PARAFAC models
    Bro, R
    Kiers, HAL
    [J]. JOURNAL OF CHEMOMETRICS, 2003, 17 (05) : 274 - 286
  • [7] Classification of the medicinal plants of the genus Atractylodes using high-performance liquid chromatography with diode array and tandem mass spectrometry detection combined with multivariate statistical analysis
    Cho, Hyun-Deok
    Kim, Unyong
    Suh, Joon Hyuk
    Eom, Han Young
    Kim, Junghyun
    Lee, Seul Gi
    Choi, Yong Seok
    Han, Sang Beom
    [J]. JOURNAL OF SEPARATION SCIENCE, 2016, 39 (07) : 1286 - 1294
  • [8] Polysaccharide extracted from Atractylodes macrocephala Koidz (PAMK) induce apoptosis in transplanted H22 cells in mice
    Feng, Ying-ying
    Ji, Hai-yu
    Dong, Xiao-dan
    Yu, Juan
    Liu, An-jun
    [J]. INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2019, 137 : 604 - 611
  • [9] Phytochemical analysis and geographic assessment of flavonoids, coumarins and sesquiterpenes in Artemisia annua L. based on HPLC-DAD quantification and LC-ESI-QTOF-MS/MS confirmation
    Fu, Chunqing
    Yu, Ping
    Wang, Manyuan
    Qiu, Feng
    [J]. FOOD CHEMISTRY, 2020, 312
  • [10] A comparison between hairy root cultures and wild plants of Saussurea involucrata in phenylpropanoids production
    Fu, CX
    Xu, YJ
    Zhao, DX
    Ma, FS
    [J]. PLANT CELL REPORTS, 2006, 24 (12) : 750 - 754