Prediction of retention indices of drugs based on immobilized artificial membrane chromatography using Projection Pursuit Regression and Local Lazy Regression

Journal of Separation Science

Volumn 31, Issue 12, 2008, Pages 2325-2333

  Du, Hongying ^a   Watzl, June ^b   Wang, Jie ^a,c   Zhang, Xiaoyun ^a   Yao, Xiaojun ^a   Hu, Zhide ^a  

^a LANZHOU UNIVERSITY   (China)

^b YALE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c Yale University   (United States)

Author keywords

Immobilized artificial membrane; Local lazy regression; Projection pursuit regression; Quantitative structure retention relationship; Retention indices

Indexed keywords

ALGEBRA; CHEMOTHERAPY; CHROMATOGRAPHIC ANALYSIS; CHROMATOGRAPHY; DRUG DELIVERY; DRUG DOSAGE;

IMMOBILIZED ARTIFICIAL MEMBRANE (IAM) CHROMATOGRAPHY; PROJECTION PURSUIT REGRESSION; REGRESSION (R2); RETENTION INDICES;

FOOD PROCESSING;

ACICLOVIR; ADEFOVIR; ALENDRONIC ACID; AMLODIPINE; ATENOLOL; CAFFEINE; CIPROFLOXACIN; DICLOFENAC; ENOXACIN; ESMOLOL; GATIFLOXACIN; HYDROCORTISONE; IBUPROFEN; KETOPROFEN; MEDROXYPROGESTERONE; MELOXICAM; NAPROXEN; NICARDIPINE; NIFEDIPINE; NIMODIPINE; NITRENDIPINE; OMEPRAZOLE; PARACETAMOL; PIROXICAM; PROCAINE; SALBUTAMOL; THEOPHYLLINE; TIMOLOL MALEATE; UNINDEXED DRUG; VERAPAMIL;

ANALYTIC METHOD; ARTICLE; CHEMICAL STRUCTURE; CHROMATOGRAPHY; CONTROLLED STUDY; CORRELATION COEFFICIENT; DATA ANALYSIS SOFTWARE; DRUG DETERMINATION; DRUG RETENTION; IMMOBILIZED ARTIFICIAL MEMBRANE CHROMATOGRAPHY; LINEAR REGRESSION ANALYSIS; LOCAL LAZY REGRESSION; PREDICTION; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PROJECTION PURSUIT REGRESSION; QUANTITATIVE STRUCTURE PROPERTY RELATION;

CHROMATOGRAPHY; LINEAR MODELS; MEMBRANES, ARTIFICIAL; NONLINEAR DYNAMICS; PHARMACEUTICAL PREPARATIONS; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS;

EID: 48049122217     PISSN: 16159306     EISSN: 16159314     Source Type: Journal    
DOI: 10.1002/jssc.200700665     Document Type: Article

References (31)

1. l Yang, C. Y., Cai, S. J., Liu, H., Pidgeon, C., Adv. Drug Deliv. Rev. 1997, 23, 229- 256.
2. Turowski, M., Kaliszan, R., J. Pharm. Biomed. Anal. 1997, 15, 1325-1333.
3. Lundahl, P., Beigi, F., Adv. Drug Deliv. Rev. 1997, 23, 221-227.
4. Pang, D. C., Amidon, G. L., Preusch, P. C., Sadée, W., AAPS PharmSci. 1999, 1, E7
5. Swaan, P. W., Koops, B. C., Moret, E. E., Tukker, J. J., Recept. Channels 1998, 6, 189-200.
6. Natic, M., Markovic, R., Milojkovic-Opsenica, D., Tešic, Ž., J. Sep. Sci. 2007, 30, 2241-2248.
7. Tulasamma, P., Reddy, K. S., J. Mol. Graph. Model. 2006, 25, 507-513.
8. Liu, S. S., Liu, Y., Yin, D. Q., Wang, X. D., Wang, L. S., J. Sep. Sci. 2006, 29, 296-301.
9. Beigi, F., Yang, Q., Lundahl, P., J. Chromatogr. A 1995, 704, 315-321.
10. Kotecha, J., Shah, S., Rathod, I., Subbaiah, G., Int. J. Pharm. 2007, 333, 127-135.
11. ll Ong, S., Cai, S. J., Bernal, C., Rhee, D. et al., Anal. Chem. 1994, 66, 782-792.
12. Yen, T. E., Agatonovic-Kustrin, S., Evans, A. M., Nation, R. L., Ryand, J., J. Pharm. Biomed. Anal. 2005, 38, 472-478.
13. Li, J., Sun, J., Cui, S. M., He, Z. G., J. Chromatogr. A 2006, 1132, 174-182.
14. Lambert, W.J., J. Chromatogr. A 1993, 656 , 469-484.
15. Brekkan, E., Lu, L. L., Lundahl, P., J. Chromatogr. A 1995, 711, 33-42.
16. Li, J., Sun, J., He, Z. G., J. Chromatogr. A 2007, 1140, 174-179.
17. Friedman, J. H., Stuetzle, W., J. Am. Stat. Assoc. 1981, 76, 817-823.
18. Huber, P. J., Ann. Stat. 1985, 13, 435-475.
19. Diaconis, P., Shahshahani, M., SIAM J. Sci. Stat. Comp. 1984, 5, 175-191.
20. Du, Y. P., Liang, Y. Z., Yun, D., J. Chem. Inf. Comput. Sci. 2002, 42, 1283-1292.
21. Liu, H. X., Yao, X. J., Liu, M. C., Hu, Z. D., Fan, B. T., Talanta 2007, 71, 258-263.
22. Aha, D. W., Artif. Intell. Rev. 1997, 11, 7-10.
23. Atkeson, C. G., Moore, A. W., Schaal, S., Artif. Intell. Rev. 1997, 11, 11-73.
24. Cleveland, W. S., Devlin, S.J., Grosse, S.J., J. Econometrics 1988, 37, 87-114.
25. Birattari, M., Bontempi, G., Bersini, H., Adv. Neu. Inf. Proc. Sys. 1999, 11, MITPress, Cambridge, MA, pp. 375-381.
26. Bontempi, G., Birattari, M., Bersini, H., Int. J. Control 1999, 72, 643-658.
27. Zhang, S. X., Golbraikh, A., Oloff, S., Kohn, H., Tropsha, A., J. Chem. Inf. Model. 2006,46, 1984-1995.
28. Guha, R., Dutta, D., Jurs, P. C., Chen, T., J. Chem. Inf. Model. 2006, 46, 1836-1847.
29. Pan, T. H., Li, S. Y., Cai, W. J., Ind. Eng. Chem. Res. 2007, 46, 472-480.
30. Badros, G. J., Borning, A., Stuckey, P. J., Comput.-Human Interact. 2001, 8, 267-306.
31. Schefzick, S., Kibbey, C., Bradley, M. P., J. Comb. Chem. 2004, 6, 916-927.