Quantitative Structure-Activity Relationship Studies for Potential Rho-Associated Protein Kinase Inhibitors
Joint Authors
Ramalho, Teodorico C.
Assis, Tamiris M.
Gajo, Giovanna Cardoso
Assis, Letícia Cristina
da Cunha, Elaine F. F.
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-02-24
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
A series of pyridylthiazole derivatives developed by Lawrence et al.
as Rho-associated protein kinase inhibitors were subjected to four-dimensional quantitative structure-activity relationship (4D-QSAR) analysis.
The models were generated applying genetic algorithm (GA) optimization combined with partial least squares (PLS) regression.
The best model presented validation values of r 2 = 0.773 , q C V 2 = 0.672 , r p r e d 2 = 0.503 , Δ r m 2 = 0.197 , r m t e s t 2 = 0.520 , r Y - r a n d 2 = 0.19 , and R p 2 = 0.590 .
Furthermore, analyzing the descriptors it was possible to propose new compounds that predicted higher inhibitory concentration values than the most active compound of the series.
American Psychological Association (APA)
Gajo, Giovanna Cardoso& Assis, Tamiris M.& Assis, Letícia Cristina& Ramalho, Teodorico C.& da Cunha, Elaine F. F.. 2016. Quantitative Structure-Activity Relationship Studies for Potential Rho-Associated Protein Kinase Inhibitors. Journal of Chemistry،Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1107802
Modern Language Association (MLA)
Gajo, Giovanna Cardoso…[et al.]. Quantitative Structure-Activity Relationship Studies for Potential Rho-Associated Protein Kinase Inhibitors. Journal of Chemistry No. 2016 (2016), pp.1-12.
https://search.emarefa.net/detail/BIM-1107802
American Medical Association (AMA)
Gajo, Giovanna Cardoso& Assis, Tamiris M.& Assis, Letícia Cristina& Ramalho, Teodorico C.& da Cunha, Elaine F. F.. Quantitative Structure-Activity Relationship Studies for Potential Rho-Associated Protein Kinase Inhibitors. Journal of Chemistry. 2016. Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1107802
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1107802