Retention prediction modeling of ginsenosides on a polyvinyl alcohol-bonded stationary phase at subambient temperatures using multiple linear regression and artificial neural network

Analytical Sciences

Volumn 24, Issue 1, 2008, Pages 139-148

  Quiming, Noel S ^a,b   Denola, Nerissa L ^a,c   Soliev, Azamjon B ^a   Saito, Yoshihiro ^a   Jinno, Kiyokatsu ^a  

^a TOYOHASHI UNIVERSITY OF TECHNOLOGY   (Japan)

^b University of the Philippines Manila College of Arts and Sciences   (Philippines)

^c UNIVERSITY OF THE PHILIPPINES MANILA   (Philippines)

Author keywords

[No Author keywords available]

Indexed keywords

FORECASTING; HYDROGEN BONDS; LINEAR REGRESSION; POLYVINYL ALCOHOLS; PREDICTIVE ANALYTICS; THERMAL LOGGING;

HYDROGEN BOND DONORS; MOBILE-PHASE COMPOSITION; MULTIPLE LINEAR REGRESSIONS; POLY (VINYL ALCOHOL) (PVA); PREDICTIVE ABILITIES; PREDICTIVE PROPERTIES; RETENTION PREDICTION; TEMPERATURE CONDITIONS;

NEURAL NETWORKS;

DYES, REAGENTS, INDICATORS, MARKERS AND BUFFERS; GINSENOSIDE; POLYVINYL ALCOHOL;

ARTICLE; ARTIFICIAL NEURAL NETWORK; CARBOHYDRATE ANALYSIS; CHEMICAL MODEL; CHEMISTRY; FORECASTING; HIGH PERFORMANCE LIQUID CHROMATOGRAPHY; MOLECULAR GENETICS; REGRESSION ANALYSIS; STATISTICAL MODEL; TEMPERATURE;

CARBOHYDRATE SEQUENCE; CHROMATOGRAPHY, HIGH PRESSURE LIQUID; FORECASTING; GINSENOSIDES; INDICATORS AND REAGENTS; LINEAR MODELS; MODELS, CHEMICAL; MOLECULAR SEQUENCE DATA; NEURAL NETWORKS (COMPUTER); POLYVINYL ALCOHOL; REGRESSION ANALYSIS; TEMPERATURE;

EID: 42949122137     PISSN: 09106340     EISSN: 13482246     Source Type: Journal    
DOI: 10.2116/analsci.24.139     Document Type: Article

References (49)

1. C. N. Gillis, Biochem. Pharmacol., 1997, 54, 1.
2. G. B. Mahaday, C. Gyllebhaal, H. H. S. Fong, and N. R. Farnsworth, Nutr. Clin. Care, 2000, 3, 90.
3. K. Hostettmann and A. Marston, "Saponins-Chemistry and Pharmacology of Natural Products", 1995, Cambridge University Press, Cambridge, UK.
4. ESCOP Monographs, "European Scientific Cooperative on Phytotherapy", 2nd ed., 2003, Exeter, 211.
5. D. Kiefer and T. Pantuso, Am. Family Phys., 2003, 68, 1539.
6. N. Fuzzati, J. Chromatogr., B, 2004, 812, 119.
7. P. Pietta, P. Mauri, and A. Rava, J. Chromatogr., 1886, 356, 212.
8. T. G. Petersen T and B. Palmqvst, J. Chromatogr., 1990, 504, 139.
9. W. C. Chuang, H. K. Wu, S. Sheu, S. H. Chiou, H. C. Chang, and Y. P. Chen, Planta. Med., 1995, 61, 459.
10. M. Bonfill, I. Casals, J. Palazon, A. Mallol, and C. Morales, Biomed. Chromatogr., 2002, 16, 68.
11. A. J. Lau, S. O. Woo, and H. L. Koh, J. Chromatogr., A, 2003, 101, 77.
12. L. Li, J. L. Zhang, Y. X. Sheng, G. Ye, H. Z. Guo, and D. A. Guo, J. Chromatogr., B, 2004, 808, 177.
13. L. Li, J. L. Zhang, Y. X. Sheng, G. Ye, D. A. Guo, Q. Wang, and H. Z. Guo, J. Pharm. Biomed. Anal., 2005, 38, 45.
14. H. K. Lee, H. L. Koh, E. S. Ong, and S. O. Woo, J. Sep. Sci., 2002, 25, 160.
15. D. W. Lou, Y. Saito, and K. Jinno, Chromatographia, 2005, 63, 31.
16. E. Bombardelli, A. Bonati, B. Gabetta, and E. M. Martinelli, J. Chromatogr., 1980, 196, 121.
17. J. F. Cui, M. Garle, I. Bjoerkhem, and P. Eneroth, Scand. J. Clin. Lab. Invest., 1996, 56, 151.
18. J. F. Cui, I. Bjoerkhem, and P. Eneroth, J. Chromatogr., 1997, 504, 139.
19. S. W. Kwon, S. B. Han, I. H. Park, J. M. Kim, M. K. Park, and J. H. Park, J. Chromatogr., A, 2001, 921, 335.
20. G. C. Kite, M. R. Howes, C. J. Leon, and M. S. J. Simmonds, Rapid Commun. Mass Spectrom., 2003, 17, 238.
21. H. Y. Ji, H. W. Lee, H. K. Kim, H. H. Kim, S. G. Chang, D. H. Sohn, J. Kim, and H. S. Lee, J. Pharm. Biomed. Anal., 2004, 35, 207.
22. N. Fuzzati, B. Gabetta, K. Jayakar, R. Pace, G. Ramaschii, and F. Villa, J. AOAC Int., 2000, 83, 820.
23. S. W. Kwon, S. B. Han, I. H. Park, J. M. Kim, M. K. Park, and J. H. Park, J. Chromatogr., A, 2001, 921, 335.
24. W. K. Li and J. F. Fitzloff, J. Pharm. Biomed. Anal., 2001, 25, 257.
25. D. W. Lou, Y. Saito, P. K. Zarzycki, M. Ogawa, and K. Jinno, Anal. Bioanal. Chem., 2006, 385, 96.
26. N. S. Quiming, N. L. Denola, A. B. Soliev, Y. Saito, and K. Jinno, Chromatographia, 2007, 66, 5.
27. L. Kier and L. H. Hall, "Molecular Connectivity in Chemistry and Drug Research", 1976, Academic Press, New York.
28. R. Kaliszan, M. A. van Straten, M. Markuszewski, C. A. Cramers, and H. A. Claessens, J. Chromatogr., A, 1999, 855, 455.
29. M. A. Al-Haj, P. Haber, R. Kaliszan, B. Buszewski, M. Jezierska, and Z. Chilmonzyk, J. Pharm. Biomed. Anal., 1998, 18, 721.
30. M. A. Al-Haj, R. Kaliszan, and B. Buszewski, J. Chromatogr. Sci., 2001, 39, 29.
31. J. Netter, W. Wasserman, and M. Kutner, "Applied Linear Statistical Models", 3rd ed., 1995, Irwin, Homewood, IL.
32. J. Zupan and J. Gasteiger, "Neural Networks in Chemistry and Drug Design", 1999, Wiley-VCH, Weinheim.
33. L. Fausett, "Fundamentals of Neural Networks", 1994, Prentice Hall, New York.
34. Y. L. Loukas, J. Chromatogr., A, 2000, 904, 119.
35. E. Marengo, M. C. Gennaro, and S. Angelino, J. Chromatogr., A, 1998, 799, 47.
36. T. D. Booth, K. Azzaoui, and I. W. Wainer, Anal. Chem., 1997, 69, 3879.
37. K. Petritis, L. J. Kangas, P. L. Ferguson, G. A. Anderson, L. Pasa-Tolic, M. S. Lipton, K J. Auberry, E. F. Srittmatter, Y. Shen, R. Zhao, and R. D. Smith, Anal. Chem., 2003, 75, 1039.
38. H. J. Metting and P. M. J. Coenegracht, J. Chromatogr., A, 1996, 728, 47.
39. W. Guo, Y. Lu, and X. M. Zheng, Talanta, 2000, 51, 479.
40. S. Agatonovic-Kustrin, M. Zecevic, and L. J. Zivanovic, J. Pharm. Biomed. Anal., 1999, 21, 95.
41. D. W. Lou, Y. Saito, and K. Jinno, Chromatographia, 2005, 62, 349.
42. E. S. Grumbach, D. M. Wagrowski-Diehl, J. R. Mazzeo, B. Alden, and P. Iraneta, LCGC North Am., 2004, 22, 1010.
43. D. M. Hawkins, J. Chem. Inf. Comput. Sci., 2004, 44, 1.
44. T. A. Andrea and H. Kalayeh, J. Med. Chem., 1991, 34, 2824.
45. N. Bodor, Z. Gabanyi, and C. K. Wong, J. Am. Chem. Soc., 1989, 111, 3783.
46. N. Bodor and P. Buchwald, J. Phys. Chem. B, 1997, 101, 3404.
47. F. Huang, P. Buchwald, C. E. Browne, H. H. Farag, W. M. Wu, F. Ji, G. Hochhaus, and N. Bodor, AAPS Pharm. Sci., 2001, 3, E30.
48. A. J. Alpert, J. Chromatogr., 1990, 499, 177.
49. N. S. Quiming, N. L. Denola, A. B. Soliev, Y. Saito, and K. Jinno, Anal. Bioanal. Chem., 2007, 389, 1477.