Cited by 50Traditional Chinese Medicine AnalysisPharmacological Effects of Natural CompoundsSpectroscopy and Chemometric Analyses

Metabolite Profiling and Classification of DNA-Authenticated Licorice Botanicals

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Simmler, Charlotte, Anderson, Jeffrey R., Gauthier, Laura, Lankin, David C., McAlpine, James B., Chen, Shao-Nong, Pauli, Guido F.·2015·Journal of Natural Products

Abstract

Raw licorice roots represent heterogeneous materials obtained from mainly three Glycyrrhiza species. G. glabra, G. uralensis, and G. inflata exhibit marked metabolite differences in terms of flavanones (Fs), chalcones (Cs), and other phenolic constituents. The principal objective of this work was to develop complementary chemometric models for the metabolite profiling, classification, and quality control of authenticated licorice. A total of 51 commercial and macroscopically verified samples were DNA authenticated. Principal component analysis and canonical discriminant analysis were performed on (1)H NMR spectra and area under the curve values obtained from UHPLC-UV chromatograms, respectively. The developed chemometric models enable the identification and classification of Glycyrrhiza species according to their composition in major Fs, Cs, and species specific phenolic compounds. Further key outcomes demonstrated that DNA authentication combined with chemometric analyses enabled the characterization of mixtures, hybrids, and species outliers. This study provides a new foundation for the botanical and chemical authentication, classification, and metabolomic characterization of crude licorice botanicals and derived materials. Collectively, the proposed methods offer a comprehensive approach for the quality control of licorice as one of the most widely used botanical dietary supplements.

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Crossref · 10.1021/acs.jnatprod.5b00342

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  1. [1]Betz JM Fisher KD Saldanha LG Coates PM Anal Bioanal Chem 2007 389 19 25 17541565
  2. [2]Cordell GA Colvard MD J Nat Prod 2012 75 514 525 22233451
  3. [3]Smillie TJ Khan IA Clin Pharmacol Ther 2010 87 175 186 20032974
  4. [4]Techen N Parveen I Pan Z Khan IA Curr Opin Biotechnol 2014 25 103 110 24484887
  5. [6]Chen S Pang X Song J Shi L Yao H Han J Leon C Biotechnol Adv 2014 32 1237 1244 25087935
  6. [7]Hebert PDN Gregory TR Syst Biol 2005 54 852 859 16243770
  7. [8]Van der Kooy F Maltese F Choi YH Kim HK Verpoorte R Planta Med 2009 75 763 775 19288400
  8. [9]Gad HA El-Ahmady SH Abou-Shoer MI Al-Azizi MM Phytochem Anal 2013 24 1 24 22678654
  9. [10]Petrakis EA Cagliani LR Polissiou MG Consonni R Food Chem 2015 173 890 896 25466103
  10. [12]Asl MN Hosseinzadeh H Phytother Res 2008 724 709 724 18446848 PMC7167813
  11. [13]Fiore C Eisenhut M Ragazzi E Zanchin G Armanini D J Ethnopharmacol 2005 99 317 324 15978760 PMC7125727
  12. [14]Zhang Q Ye M J Chromatogr A 2009 1216 1954 1969 18703197
  13. [16]Nomura T Fukai T Prog Chem Org Nat Prod 1998 73 1 158 9545874
  14. [19]Kondo K Shiba M Nakamura R Morota T Shoyama Y Biol Pharm Bull 2007 30 1271 1277 17603166
  15. [20]Simmler C Jones T Anderson JR Nikolić DC van Breemen RB Soejarto DD Chen SN Pauli GF Phytochem Anal 2014 25 378 388 25859589 PMC4391967
  16. [21]Zhou S Cao J Qiu F Kong W Yang S Yang M Phytochem Anal 2013 24 527 533 23427103
  17. [23]Farag MA Porzel A Wessjohann LA Phytochemistry 2012 76 60 72 22336263
  18. [24]Tao W Duan J Zhao R Li X Yan H Li J Guo S Yang N Tang Y Food Chem 2013 141 1681 1689 23870878
  19. [25]Ralston L Subramanian S Matsuno M Yu O Plant Physiol 2005 137 1375 1388 15778463 PMC1088328
  20. [26]Simmler C Hajirahimkhan A Lankin DC Bolton JL Jones T Soejarto DD Chen SN Pauli GF J Agric Food Chem 2013 61 2146 2157 23427769 PMC3728173
  21. [27]Kondo K Shiba M Yamaji H Morota T Zhengmin C Huixia P Shoyama Y Biol Pharm Bull 2007 30 1497 1502 17666810
  22. [29]Baker DA J AOAC Int 2012 95 1023 1034 22970567
  23. [30]Ausubel JH Proc Natl Acad Sci U S A 2009 106 12569 12570 19666620 PMC2722277
  24. [31]Stoeckle MY Gamble CC Kirpekar R Young G Ahmed S Little DP Sci Rep 2011 1 42 22355561 PMC3216529
  25. [33]White T Bruns T Lee S Taylor J PCR Protocols: A Guide to Methods and Applications Academic Press San Diego 1990 315 322
  26. [35]Zhang Q Sodmergen J Plant Res 2010 123 201 206 20052516
  27. [39]Pauli GF Chen S Simmler C Lankin DC Gödecke T Jaki BU Friesen JB McAlpine JB Napolitano JG J Med Chem 2014 57 9220 9231 25295852 PMC4255677
  28. [40]Simmler C Nikolić D Lankin D Yu Y Friesen J van Breemen RB Lecomte A Le Quémener C Audo G Pauli G J Nat Prod 2014 77 1806 1816 25080313 PMC4143180
  29. [41]Simmler C Napolitano JG McAlpine JB Chen SN Pauli GF Curr Opin Biotechnol 2014 25 51 59 24484881 PMC3912461
  30. [43]Pinheiro C Passarinho JA Ricardo CP J Plant Physiol 2004 161 1203 1210 15602812
  31. [44]Vacheron J Desbrosses G Bouffaud ML Touraine B Moënne-Loccoz Y Muller D Legendre L Wisniewski-Dyé F Prigent-Combaret C Front Plant Sci 2013 4 356 24062756 PMC3775148
  32. [45]Yu F Wang Q Wei S Wang D Fang Y Liu F Zhao Z Hou J Wang W Biol Pharm Bull 2015 38 75 81 25744461
  33. [46]Rauchensteiner F Matsumura Y Yamamoto Y Yamaji S Tani T J Pharm Biomed Anal 2005 38 594 600 15967286
  34. [47]Kojoma M Hayashi S Shibata T Yamamoto Y Sekizaki H Biol Pharm Bull 2011 34 1334 1337 21804228
  35. [48]Harnly JM Luthria D Chen P J AOAC Int 2012 95 1579 1587 23451372 PMC3762705
  36. [49]Hajirahimkhan A Simmler C Jeffery A Yuan Y Nikolić D Chen S Dietz BM Pauli GF van Breemen RB Bolton JL PLoS One 2013 8 e67947 23874474 PMC3709979
  37. [50]Dunlap T Wang S Simmler C Chen S-N Pauli GF Dietz B Bolton JL Chem Res Toxicol 2015 150716145843000 PMC4664064 26134484
  38. [51]Bilia AR J Ethnopharmacol 2014 158 487 494 25017375
  39. [52]Sang T Crawford D Stuessy T Am J Bot 1997 84 1120 1136 21708667
  40. [54]Hamilton MB Mol Ecol 1999 8 513 525 10199016

Cited by

Sorted by citations

Authors
Simmler, C., Anderson, J. R., Gauthier, L., Lankin, D. C., McAlpine, J. B., Chen, S.-N., & Pauli, G. F.
Affiliations
University of Illinois Chicago (US)
Corresponding author
  • Simmler, Charlotte
  • Pauli, Guido F.
Venue
Journal of Natural Products
Published
2015-08-05
Volume
78
Issue
8
Pages
2007-2022
ISSN
  • 0163-3864 (ISSN-L)
  • 1520-6025
OpenAlex
W1862430576
Cited by
50
References
0
Citations by year
2026: 3 · 2025: 2 · 2024: 3 · 2023: 7 · 2022: 6 · 2021: 5 · 2020: 1 · 2019: 1 · 2018: 5 · 2017: 9 · 2016: 5 · 2015: 2 · 2014: 1
FWCI
13.74
Type
journal article
Language
en
Open access
Locations
  • Journal of Natural Products (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • Office of Dietary Supplements (P50AT000155)
  • National Center for Complementary and Integrative Health (P50AT000155, RC2AT005899)
Topics
  • Health Sciences › Medicine › Complementary and alternative medicine › Traditional Chinese Medicine Analysis
  • Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacological Effects of Natural Compounds
  • Physical Sciences › Chemistry › Analytical Chemistry › Spectroscopy and Chemometric Analyses
Keywords
licorice, Glycyrrhiza uralensis, Glycyrrhiza inflata, DNA authentication, metabolite profiling, flavanones, chalcones, phenolic compounds, species classification, chemometric models, quality control, herbal supplements
MeSH terms
DNA, Glycyrrhiza, Phenols, Quality Control, Molecular Structure, Dietary Supplements, Nuclear Magnetic Resonance, Biomolecular, Flavanones, Chalcones

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