Accurate predictions of cellular response using QSPR: A feasibility test of rational design of polymeric biomaterials

Polymer

Volumn 45, Issue 22, 2004, Pages 7367-7379

  Kholodovych, Vladyslav ^a   Smith, Jack R ^b   Knight, Doyle ^c   Abramson, Sascha ^b   Kohn, Joachim ^b   Welsh, William J ^a  

^a RUTGERS ROBERT WOOD JOHNSON MEDICAL SCHOOL   (United States)

^b State University of New Jersey   (United States)

^c RUTGERS UNIVERSITY   (United States)

Author keywords

Biomaterials; QSPR model; Tyrosine degradable polyarylates

Indexed keywords

BIOMEDICAL ENGINEERING; DRUG PRODUCTS PLANTS; MATHEMATICAL MODELS; POLYMERS; TISSUE;

BIODEGRADABLE POLYMERS; CELLULAR RESPONSE; POLYARYLATES; QUANTITATIVE STRUCTURE ACTIVITY RELATIONSHIP (QSAR);

BIOMATERIALS;

BIOMATERIAL; GLUTARIC ACID DERIVATIVE; GLYCOLIC ACID DERIVATIVE; POLYACRYLIC ACID; POLYMER;

ACCURACY; ARTICLE; BIODEGRADATION; BIOMEDICINE; CHEMICAL STRUCTURE; DRUG INDUSTRY; FEASIBILITY STUDY; MOLECULE; PREDICTION; QUANTITATIVE STRUCTURE PROPERTY RELATION; REGRESSION ANALYSIS;

POLYMER;

EID: 4644339351     PISSN: 00323861     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.polymer.2004.09.002     Document Type: Article

References (36)

1. D.G. Castner, and B.D. Ratner Surf Sci 500 2002 28 50
2. J. Smith, A. Seyda, N. Weber, D. Knight, S. Abramson, and J. Kohn Macromol Rapid Commun 25 2004 127 140
3. F.M. Menger, A.V. Eliseev, and V.A. Migulin J Org Chem 60 1995 6666
4. J.C. Meredith, J.L. Sormana, B.G. Keselowsky, A. Garcia, A. Garcha, A. Tona, A. Karim, and E.J. Amis J Biomed Mat Res A 66A 3 2003 483 490
5. S.I. Ertel, and J. Kohn J Biomed Mater Res 28 1994 919 930
6. K. James, H. Levene, J. Parsons, and J. Kohn Biomaterials 20 22/23 1999 2203 2212
7. G. Lowe JCS Rev 1995 309 317
8. Brocchini S, James K, Tangpasuthadol V, Penharkar S, Tong X, Kohn J. Preliminary studies exploring a combinatorial approach toward the development of new biomaterials, New Orleans, LA; 1997.
9. N. Weber, D. Bolikal, S.L. Bourke, and J. Kohn J Biomed Mater Res 68A 2004 496 503
10. J. Brocchini, K. James, V. Tangpasuthadol, and J. Kohn J Biomed Mater Res 42 1998 66 75
11. V. Perez-Luna, T. Horbett, and B. Ratner J Biomed Mater Res 28 10 1994 1111 1126
12. A. Chilkoti, A. Schmierer, V. Perez-Luna, and B. Ratner Anal Chem 67 17 1995 2883 2891
13. C. Reynolds J Comb Chem 1 4 1999 297 306
14. S. Brocchini, K. James, and V. Tangpasuthadol J Am Chem Soc 119 1997 4553 4554
15. C. Yu, and J. Kohn Biomaterials 20 3 1999 253 264
16. C. Yu, S. Mielewczyck, K. Breslauer, and J. Kohn Biomaterials 20 3 1999 265 272
17. P. Ryan, R. Foty, J. Kohn, and M. Steinberg Proc Natl Acad Sci 98 8 2001 4323 4327
18. Todeschini R, Consonni V, Mauri A, Pavan M. Dragon Web version 3.0, Milano, Italy; 2003.
19. N. Draper, and H. Smith Applied regression analysis 2nd ed. 1981 Wiley New York
20. T. Anderson An introduction to multivariate statistical analysis 3rd ed. 2003 Wiley New York
21. S. Wold, C. Albano, W.J. Dunn III, U. Edlund, K. Esbensen, P. Geladi, S. Hellberg, E. Johansson, W. Lindberg, and M. Sjstrm Multivariate data analysis in chemistry B.R. Kowalski Chemometrics: mathematics and statistics in chemistry 1984 Reidel Dordrecht, The Netherlands 17 95
22. S. Wold PLS for multivariate linear modelling H.v. deWaterbeemd Methods and principles in medicinal chemistry 1995 Verlag Weinheim, Germany
23. W. Tong, R. Perkins, L. Xing, W.J. Welsh, and D.M. Sheehan Endocrinology 138 1997 4022 4025
24. W. Tong, R. Perkins, Y. Chen, W.J. Welsh, D.R. Lowis, D.W. Goddette, T.W. Heritage, and D.M. Sheehan J Chem Inf Comp Sci 38 1998 669 677
25. P. Jayatilleke, A. Nair, R. Zauhar, and W.J. Welsh J Med Chem 43 2000 4446
26. S. Puri, J. Chickos, and W.J. Welsh J Chem Inf Comp Sci 42 2002 109 116
27. S. Puri, J. Chickos, and W.J. Welsh J Chem Inf Comp Sci 42 2002 209 214
28. S.J. Yu, S.M. Keenan, W. Tong, and W.J. Welsh Chem Res Toxicol 15 10 2002 1229 1234
29. I. Joliffe Principal component analysis 1986 Springer Verlag New York
30. E.H. Malinowski, and D.G. Howery Factor analysis in chemistry 1980 Wiley New York
31. D. Harnett, and J. Murphy Introductory statistical analysis 1980 Addison-Wesley Reading, MA
32. S. Wold, S. Hellberg, and W.J. Dunn Acta Pharmocol Toxicol 52 2 1983 158 189
33. A. Nair, P. Jayatilleke, X. Wang, S. Miertus, and W. Welsh J Med Chem 45 4 2002 973 983
34. D. Knight Data driven design optimization methodology - a dynamic data driven application system 2003 Springer Verlag New York p. 329-336
35. Knight D, Elliott G, Jaluria Y, Langrana N, Rasheed K. AIAA Paper No. 2002-5636; 2002.
36. Lefantzi S, Knight D. AIAA Paper No. 2001-3294; 2001.