DOI QR코드

DOI QR Code

Metabolic Discrimination of Safflower Petals of Various Origins Using 1H NMR Spectroscopy and Multivariate Statistical Analysis

  • Published : 2007.04.20

Abstract

The metabolic discrimination of safflowers from various geographical origins was performed using 1H nuclear magnetic resonance (NMR) spectroscopy followed by principal components analysis. With a combination of these techniques, safflower samples from different origins could be discriminated using the first two principal components (PC) of the 1H NMR spectra of the 50% methanol fractions. PC1 and PC2 accounted cumulatively for 91.3% of the variation in all variables. The major peaks in the 1H NMR spectra that contributed to the discrimination were assigned to fatty acid (terminal CH3), lactic acid, acetic acid, choline derivatives, glycine, and safflower yellow derivatives. In this study, we suggest that various types of safflower can be discriminated using PCA and 1H NMR spectra.

Keywords

References

  1. He, C.; Jin-Zhao; Feng, Z. H.; Bai, J. F.; Tian, T. L.; Zhang, X. Y.; Sun, Q. L. Zhongguo Zhong Yao Za Zhi. 2005, 30, 340
  2. Akihisa, T.; Yasukawa, K.; Oinuma, H.; Kasahara, Y.; Yamanouchi, S.; Takido, M.; Kumaki, K.; Tamura, T. Phytochemistry 1996, 43, 1255 https://doi.org/10.1016/S0031-9422(96)00343-3
  3. Jin, M.; Li, J. R.; Wu, W. Zhongguo Zhong Yao Za Zhi. 2004, 29, 447
  4. Sato, S.; Kusakari, T.; Suda, T.; Kasai, T.; Kumazawa, T.; Onodera, J. I.; Obara, H. Tetrahedron 2005, 61, 9630 https://doi.org/10.1016/j.tet.2005.07.080
  5. Takahashi, Y.; Saito, K.; Yanagiya, M.; Ikura, M.; Hikichi, K.; Matsumoto, T.; Wada, M. Tetrahedron Lett. 1984, 25, 2471 https://doi.org/10.1016/S0040-4039(01)81207-7
  6. Liu, Y.; Yang, J.; Liu, Q. Zhong Yao Cai. 2005, 28, 288
  7. Park, G. S.; Park, E. J. Kor. J. Soc. Food Cookery Sci. 2003, 19, 603
  8. Zhang, L.; Huang, B. B.; Kai, G. Y.; Guo, M. L. Yao Xue Xue Bao. 2006, 41, 91
  9. Nord, L. I.; Kenne, L.; Jacobsson, S. P. Anal. Chim. Acta 2001, 446, 197 https://doi.org/10.1016/S0003-2670(01)00934-5
  10. Pauli, G. F. Phytochem. Anal. 2001, 12, 28 https://doi.org/10.1002/1099-1565(200101/02)12:1<28::AID-PCA549>3.0.CO;2-D
  11. Bailey, N. J.; Sampson, J.; Hylands, P. J.; Nicholson, J. K.; Holmes, E. Planta Med. 2002, 68, 734 https://doi.org/10.1055/s-2002-33793
  12. Ott, K. H.; Aranibar, N.; Singh, B.; Stockton, G. W. Phytochemistry 2003, 62, 971 https://doi.org/10.1016/S0031-9422(02)00717-3
  13. Sumner, L. W.; Mendes, P.; Dixon, R. A. Phytochemistry 2003, 62, 817 https://doi.org/10.1016/S0031-9422(02)00708-2
  14. Wang, Y.; Tang, H.; Nicholson, J. K.; Hylands, P. J.; Sampson, J.; Whitcombe, I.; Stewart, C. G.; Caiger, S.; Oru, I.; Holmes, E. Planta Med. 2004, 70, 250 https://doi.org/10.1055/s-2004-815543
  15. Choi, H. K.; Choi, Y. H.; Verberne, M.; Lefeber, A. W. M.; Erkelens, C.; Verpoorte, R. Phytochemistry 2004, 65, 857 https://doi.org/10.1016/j.phytochem.2004.01.019
  16. Choi, H. K.; Kim, K. H.; Kim, K. H.; Kim, Y. S.; Lee, M. W.; Whang, W. K. J. Pharm. Biomed. Anal. 2006, 41, 1047 https://doi.org/10.1016/j.jpba.2006.01.036
  17. Eriksson, L.; Johansson, E.; Kettaneh-Wold, N.; Wold, S. Umetrics Academy, Umea, 2001
  18. Meselhy, M. R.; Kadota, S.; Momose, Y.; Hattori, M.; Namba, T. Chem. Pharm. Bull. 1992, 40, 3355 https://doi.org/10.1248/cpb.40.3355
  19. Yin, H. B.; He, Z. S. Tetrahedron Lett. 2000, 41, 1955 https://doi.org/10.1016/S0040-4039(00)00100-3

Cited by

  1. Detection of adulteration in Iranian saffron samples by 1H NMR spectroscopy and multivariate data analysis techniques vol.13, pp.2, 2017, https://doi.org/10.1007/s11306-016-1155-x
  2. Quantitative and Pattern Recognition Analyses for the Quality Evaluationof Herba Epimedii by HPLC vol.30, pp.1, 2009, https://doi.org/10.5012/bkcs.2009.30.1.137
  3. Evaluation of the Cultivation Age of Dried Ginseng Radix and Its Commercial Products by Using 1H-NMR Fingerprint Analysis vol.38, pp.1, 2007, https://doi.org/10.1142/s0192415x10007762
  4. Differentiation of Roots of Glycyrrhiza Species by 1H Nuclear Magnetic Resonance Spectroscopy and Multivariate Statistical Analysis vol.31, pp.4, 2010, https://doi.org/10.5012/bkcs.2010.31.04.825
  5. Biochemical monitoring of black raspberry (Rubus coreanus Miquel) fruits according to maturation stage by 1H NMR using multiple solvent systems vol.44, pp.7, 2007, https://doi.org/10.1016/j.foodres.2011.01.023