An approach for simultaneous determination for geographical origins of Korean Panax ginseng by UPLC-QTOF/MS coupled with OPLS-DA models

Journal of Ginseng Research

Volumn 37, Issue 3, 2013, Pages 341-348

  Song, Hyuk Hwan ^a   Kim, Doo Young ^a   Woo, Soyeun ^a   Lee, Hyeong Kyu ^a   Oh, Sei Ryang ^a  

^a Korea Research Institute of Bioscience and Biotechnology (KRIBB)   (South Korea)

Author keywords

Discrimination of origins; Metabolomics; Orthogonal projections to latent structure discriminant analysis; Panax ginseng

Indexed keywords

EID: 84880057489     PISSN: 12268453     EISSN: None     Source Type: Journal    
DOI: 10.5142/jgr.2013.37.341     Document Type: Article

References (29)

1. Akerele O. WHO guidelines for the assessment of herbal medicines. Fitoterapia 1992;63:99-104.
2. Huang KC, Williams WM. The pharmacology of Chinese herbs. 2nd ed. Boca Raton: CRC Press, 1998.
3. Sticher O. Getting to the root of ginseng. Chemtech 1998;28:26-32.
4. Sengupta S, Toh SA, Sellers LA, Skepper JN, Koolwijk P, Leung HW, Yeung HW, Wong RN, Sasisekharan R, Fan T P. Modulating angiogenesis: the yin and the yang in ginseng. Circulation 2004;110:1219-1225.
5. Sievenpiper JL, Arnason JT, Leiter LA, Vuksan V. Decreasing, null and increasing effects of eight popular types of ginseng on acute postprandial glycemic indices in healthy humans: the role of ginsenosides. J Am Coll Nutr 2004;23:248-258.
6. Kim N, Kim K, Choi BY, Lee D, Shin YS, Bang KH, Cha SW, Lee JW, Choi HK, Jang DS et al. Metabolomic approach for age discrimination of Panax ginseng using UPLC-Q-Tof MS. J Agric Food Chem 2011;59:10435-10441.
7. Morita T, Tanaka O, Kohda H. Saponin composition of rhizomes of Panax japonicus collected in South Kyushu, Japan, and its significance in oriental traditional medicine. Chem Pharm Bull (Tokyo) 1985;33:3852-3858.
8. Sun BS, Xu MY, Li Z, Wang YB, Sung CK. UPLC-Q-TOF-MS/MS analysis for steaming times-dependent profiling of steamed Panax quinquefolius and its ginsen-osides transformations induced by repetitious steaming. J Ginseng Res 2012;36:277-290.
9. Tanaka O, Han EC, Yamaguchi H, Matsuura H, Murakami T, Taniyama T, Yoshikawa M. Saponins of plants of Panax species collected in Central Nepal, and their chemotaxonomical significance. III. Chem Pharm Bull (Tokyo) 2000;48:889-892.
10. Chassy AW, Bui L, Renaud EN, Van Horn M, Mitchell AE. Three-year comparison of the content of antioxidant microconstituents and several quality characteristics in organic and conventionally managed tomatoes and bell peppers. J Agric Food Chem 2006;54:8244-8252.
11. Iniesta MD, Perez-Conesa D, Garcia-Alonso J, Ros G, Periago MJ. Folate content in tomato (Lycopersicon es-culentum). influence of cultivar, ripeness, year of harvest, and pasteurization and storage temperatures. J Agric Food Chem 2009;57:4739-4745.
12. Consonni R, Cagliani LR. Nuclear magnetic resonance and chemometrics to assess geographical origin and quality of traditional food products. Adv Food Nutr Res 2010;59:87-165.
13. Deborde C, Maucourt M, Baldet P, Bernillon S, Biais B, Talon G, Ferrand C, Jacob D, Ferry-Dumazet H, de Daru-var A et al. Proton NMR quantitative profiling for quality assessment of greenhouse-grown tomato fruit. Metabolo-mics 2009;5:183-198.
14. Le Gall G, Colquhoun IJ, Davis AL, Collins GJ, Verho-eyen ME. Metabolite profiling of tomato (Lycopersicon esculentum) using 1H NMR spectroscopy as a tool to detect potential unintended effects following a genetic modification. J Agric Food Chem 2003;51:2447-2456.
15. Trygg J, Wold S. Orthogonal projections to latent structures (O-PLS). J Chemom 2002;16:119-128.
16. Kang J, Choi MY, Kang S, Kwon HN, Wen H, Lee CH, Park M, Wiklund S, Kim HJ, Kwon SW et al. Application of a 1H nuclear magnetic resonance (NMR) metabolo-mics approach combined with orthogonal projections to latent structure-discriminant analysis as an efficient tool for discriminating between Korean and Chinese herbal medicines. J Agric Food Chem 2008;56:11589-11595.
17. Lee EJ, Shaykhutdinov R, Weljie AM, Vogel HJ, Facchini PJ, Park SU, Kim YK, Yang TJ. Quality assessment of ginseng by (1)H NMR metabolite fingerprinting and pro-fling analysis. J Agric Food Chem 2009;57:7513-7522.
18. Qiu Y, Lu X, Pang T, Ma C, Li X, Xu G. Determination of radix ginseng volatile oils at different ages by comprehensive two-dimensional gas chromatography/time-of-fight mass spectrometry. J Sep Sci 2008;31:3451-3457.
19. Chan EC, Yap SL, Lau AJ, Leow PC, Toh DF, Koh HL. Ultra-performance liquid chromatography/time-of-fight mass spectrometry based metabolomics of raw and steamed Panax notoginseng. Rapid Commun Mass Spectrom 2007;21:519-528.
20. Xie GX, Ni Y, Su MM, Zhang YY, Zhao AH, Gao FX, Liu Z, Xiao PG, Jia W. Application of ultra-performance LC-TOF MS metabolite profiling techniques to the analysis of medicinal Panax herbs. Metabolomics 2008;4:248-260.
21. Xie G, Plumb R, Su M, Xu Z, Zhao A, Qiu M, Long X, Liu Z, Jia W. Ultra-performance LC/TOF MS analysis of medicinal Panax herbs for metabolomic research. J Sep Sci 2008;31:1015-1026.
22. Lee DY, Cho JG, Bang MH, Han MW, Lee MH, Yang DC, Baek NI. Discrimination of Korean ginseng (Panax ginseng) roots using rapid resolution LC-QTOF/MS combined by mulitivariate statistical analysis. Food Sci Biotechnol 2011;20:1119-1124.
23. Mahady GB, Fong HH, Farnsworth NR. Botanical dietary supplements: quality, safety, and efficacy. Lisse: Swets & Zeitlinger Publishers, 2001.
24. Gao X, Dan M, Zhao A, Xie G, Jia W. Simultaneous determination of saponins in flower buds of Panax no-toginseng using high performance liquid chromatography. Biomed Chromatogr 2008;22:244-249.
25. Wold S, Trygg J, Berglund A, Antti H. Some recent developments in PLS modeling. Chemom Intell Lab Syst 2001;58:131-150.
26. Bylesjo M, Rantalainen M, Cloarec O, Nicholson JK, Holmes E, Trygg J. OPLS discriminant analysis: combining the strengths of PLS-DA and SIMCA classification. J Chemom 2006;20:341-351.
27. Kang J, Lee S, Kang S, Kwon HN, Park JH, Kwon SW, Park S. NMR-based metabolomics approach for the differentiation of ginseng (Panax ginseng) roots from different origins. Arch Pharm Res 2008;31:330-336.
28. Kim N, Kim K, Lee D, Shin YS, Bang KH, Cha SW, Lee JW, Choi HK, Hwang BY, Lee D. Nontargeted metabolo-mics approach for age differentiation and structure interpretation of age-dependent key constituents in hairy roots of Panax ginseng. J Nat Prod 2012;75:1777-1784.
29. Lee AR, Gautam M, Kim J, Shin WJ, Choi MS, Bong YS, Hwang GS, Lee KS. A multianalytical approach for determining the geographical origin of ginseng using strontium isotopes, multielements, and 1H NMR analysis. J Agric Food Chem 2011;59:8560-8567.