Gas chromatography/mass spectrometry-based metabolic profiling and differentiation of Ginseng roots according to cultivation age using variable selection

Journal of AOAC International

Volumn 96, Issue 6, 2013, Pages 1266-1272

  Park, Hae Eun ^a   Lee, Seok Young ^a   Hyun, Sun Hee ^a   Kim, Da Yeon ^a   Marriott, Philip J ^b   Choi, Hyung Kyoon ^a  

^a Chung Ang University   (South Korea)

^b MONASH UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

GLUCURONIC ACIDS; METABOLIC PROFILING; MULTIVARIATE STATISTICAL ANALYSIS; OBJECTIVE CRITERIA; PARTIAL LEAST SQUARES-DISCRIMINANT ANALYSIS; STANDARD PROTOCOLS; VARIABLE IMPORTANCES; VARIABLE SELECTION;

AMINO ACIDS; DISCRIMINANT ANALYSIS; GLUCOSE; LEAST SQUARES APPROXIMATIONS; OPTIMIZATION;

METABOLISM;

ACID; ALCOHOL DERIVATIVE; AMINO ACID; CARBOHYDRATE; HERBACEOUS AGENT; PLANT EXTRACT; POLYACETYLENE DERIVATIVE; SOLVENT;

ANALYSIS OF VARIANCE; ARTICLE; CHEMISTRY; MASS FRAGMENTOGRAPHY; METABOLOMICS; METHODOLOGY; MULTIVARIATE ANALYSIS; PANAX; PLANT ROOT;

ACIDS; ALCOHOLS; AMINO ACIDS; ANALYSIS OF VARIANCE; CARBOHYDRATES; DRUGS, CHINESE HERBAL; GAS CHROMATOGRAPHY-MASS SPECTROMETRY; METABOLOMICS; MULTIVARIATE ANALYSIS; PANAX; PLANT EXTRACTS; PLANT ROOTS; POLYACETYLENES; SOLVENTS;

EID: 84893771360     PISSN: 10603271     EISSN: None     Source Type: Journal    
DOI: 10.5740/jaoacint.12-195     Document Type: Article

References (39)

1. Yun, T.K. (2001) Lancet Oncol. 2, 49-55. http://dx.doi.org/10.1016/S1470- 2045(00)00196-0
2. Kennedy, D.O., & Scholey, A.B. (2003) Pharmacol. Biochem. Behav. 75, 687-700. http://dx.doi.org/10.1016/S0091-3057(03)00126-6
3. Takemoto, Y. (1984) Chem. Pharm. Bull. 32, 3128-3133. http://dx.doi.org/10.1248/cpb.32.3128
4. Kim, N.D., Kang, S.Y., & Schini, V.B. (1994) Gen. Pharmacol. Vasc. Syst. 25, 1071-1077. http://dx.doi.org/10.1016/0306-3623(94)90121-X
5. Awang, D.V.C. (1999) in Perspectives on New Crops and New Use, J. Janick (Ed.), ASHS Press, Alexandria, VA, pp 450-456
6. Hong, B., Ji, Y.H., Hong, J.H., Nam, K.Y., & Ahn, T.Y. (2002) J. Urol. 168, 2070-2073. http://dx.doi.org/10.1016/S0022-5347(05)64298-X
7. Hwang, S.Y., Sohn, S.H., Wee, J.J., Yang, J.B., Kyung, J.S., Kwak, Y.S., Kim, S.W., & Kim, S.K. (2010) J. Ginseng Res. 34, 327-335. http://dx.doi.org/10.5142/jgr.2010.34.4.327
8. Yun, T.K., Lee, Y.S., Lee, Y.H., Kim, S.I., & Yun, H.Y. (2001) J. Korean Med. Sci. 16, 6-18
9. Yun, T.K. (2003) Mutat. Res. 523, 63-74. http://dx.doi.org/10.1016/S0027- 5107(02)00322-6
10. Cheng, J.T. (2010) J. Ginseng Res. 34, 155-159. http://dx.doi.org/10. 5142/jgr.2010.34.3.155
11. Sotaniemi, E.A., Haapakoski, E., & Rautio, A. (1995) Diabetes Care 18, 1373-1375. http://dx.doi.org/10.2337/diacare.18.10.1373
12. Nah, S.Y., & McCleskey, E.W. (1994) J. Ethnopharmacol. 42, 45-51. http://dx.doi.org/10.1016/0378-8741(94)90022-1
13. Oura, H., & Oita, Y. (1989) Ginseng Rev. 1, 228-237
14. Hu, C., & Kitts, D.D. (2001) J. Am. Oil Chem. Soc. 78, 249-255. http://dx.doi.org/10.1007/s11746-001-0253-8
15. Han, B.H., Park, M.H., & Han, Y.N. (1981) Arch. Pharm. Res. 4, 53-58. http://dx.doi.org/10.1007/BF02856441
16. National Institute of Crop Science, Rural Development Administration (2009) Ginseng GAP Standard Cultivation Guideline, Suwon, Republic of Korea
17. Xiang, Y.Z., Shang, H.C., Gao, X.M., & Zhang, B.L. (2008) Phytother. Res. 22, 851-858. http://dx.doi.org/10.1002/ptr.2384
18. Ko, S.R. (1996) Korean J. Ginseng Sci. 20, 36-41
19. Ji, Q.C., Harkey, M.R., Henderson, G.L., Gershwin, M.E., Stern, J.S., & Hackman, R.M. (2001) Phytochem. Anal. 12, 320-326. http://dx.doi.org/10. 1002/pca.593
20. Wang, X., Sakuma, T., Asafu-Adjaye, E., & Shiu, G.K. (1999) Anal. Chem. 71, 1579-1584. http://dx.doi.org/10.1021/ac980890p
21. Xie, G.X., Ni, Y., Su, M.M., Zhang, Y.Y., Zhao, A.H., Gao, X.F., Liu, Z., Xiao, P.G., & Jia, W. (2008) Metabolomics 4, 248-260. http://dx.doi.org/10. 1007/s11306-008-0115-5
22. Liu, J.H., Lee, C.S., Leung, K.M., Yan, Z.K., Shen, B.H., Zhao, Z.Z., & Jiang, Z.H. (2007) J. Agric. Food Chem. 55, 8830-8835. http://dx.doi.org/10.1021/jf070735o
23. Yang, S.O., Shin, Y.S., Hyun, S.H., Cho, S., Bang, K.H., Lee, D., Choi, S.P., & Choi, H.K. (2012) J. Pharm. Biomed. Anal. 58, 19-26. http://dx.doi.org/10.1016/j.jpba.2011.09.016
24. Brereton, R.G. (2006) Trends Anal. Chem. 25, 1103-1111
25. Noguchi, Y., Young, J.D., Aleman, J.O., Hansen, M.E., Kelleher, J.K., & Stephanopoulos, G.N. (2011) Mol. BioSyst. 7, 1409-1419. http://dx.doi.org/10.1039/c0mb00309c
26. Styczynski, M.P., Moxley, J.F., Tong, L.V., Walther, J.L., Jensen, K.L., & Stephanopoulos, G.N. (2007) Anal. Chem. 79, 966-973. http://dx.doi.org/10. 1021/ac0614846
27. Lee, S., Choi, H.K., Cho, S.K., & Kim, Y.S. (2010) J. Chromatogr. B 878, 2983-2988. http://dx.doi.org/10.1016/j.jchromb.2010.09.003
28. Kuo, Y.H., Ikegami, F., & Lambein, F. (2003) Phytochemistry 62, 1087-1091. http://dx.doi.org/10.1016/S0031-9422(02)00658-1
29. Yoshida, M., Cowgill, S.E., & Wightman, J.A. (1997) J. Chem. Ecol. 23, 1195-1210. http://dx.doi.org/10.1023/B:JOEC.0000006395.45516.e8
30. Hirakura, K., Morita, M., Nakajima, K., Ikeya, Y., & Mitsuhashi, H. (1992) Phytochemistry 31, 899-903
31. Kitagawa, I. (1983) The Ginseng Review 1, 21-29
32. Sohn, J., Lee, C.H., Chung, D.J., Park, S.H., Kim, I., & Hwang, W.I. (1998) Exp. Mol. Med. 30, 47-51. http://dx.doi.org/10.1038/emm.1998.7
33. Saita, T., Katano, M., Matsunaga, H., Yamamoto, H., Fujito, H., & Mori, M. (1993) Chem. Pharm. Bull. 41, 549-552. http://dx.doi.org/10.1248/cpb. 41.549
34. Hirakura, K., Takagi, H., Morita, M., Nakajima, K., Niitsu, K., Sasaki, H., Maruno, M., & Okada, M. (2000) Nat. Med. 54, 342-345
35. Kim, Y.S., Jin, S.H., Kim, S.I., & Hahn, D.R. (1989) Arch. Pharm. Res. 12, 207-213. http://dx.doi.org/10.1007/BF02855556
36. Ahn, B.Z., & Kim, S.I. (1988) Arch. Pharm. 321, 61-63. http://dx.doi.org/10.1002/ardp.19883210203
37. Perez-Enciso, M., & Tenenhaus, M. (2003) Hum. Genet. 112, 581-592
38. Eriksson, L., Johansson, E., Kettaneh-Wold, N., Trygg, J., Wikstrom, C., & Wold, S. (2006) Multi- and Megavariate Data Analysis, Umetrics Academy, Umea, Sweden
39. Barker, M., & Rayens, W. (2003) J. Chemometrics 17, 166-173. http://dx.doi.org/10.1002/cem.785