Development of in silico models for pyrazoles and pyrimidine derivatives as cyclin-dependent kinase 2 inhibitors

被引:14
作者
Wang, Fangfang [1 ]
Ma, Zhi [1 ]
Li, Yan [3 ]
Zhu, Shanna [2 ]
Xiao, Zhengtao [1 ]
Zhang, Hong [1 ]
Wang, Yonghua [1 ,4 ]
机构
[1] NW A&F Univ, Bioinformat Ctr, Yangling 712100, Shaanxi, Peoples R China
[2] NW A&F Univ, Coll Informat Engn, Yangling 712100, Shaanxi, Peoples R China
[3] Dalian Univ Technol, Sch Chem Engn, Dalian 116024, Liaoning, Peoples R China
[4] NW A&F Univ, Coll Life Sci, Yangling 712100, Shaanxi, Peoples R China
关键词
CDK2; Inhibitors; CoMFA; CoMSIA; Molecular docking; Molecular dynamics; SIMILARITY INDEXES ANALYSIS; MOLECULAR-DYNAMICS; GUANINE DERIVATIVES; FIELD ANALYSIS; BINDING SITES; POTENT CLASS; DOCKING; 3D-QSAR; CDK2; SELECTIVITY;
D O I
10.1016/j.jmgm.2011.06.006
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
CDK2 (cyclin-dependent kinase 2) is an attractive target for therapeutic intervention in cancer. In this work, quantitative structure-activity relationship (QSAR), molecular docking, and molecular dynamics (MD) studies were performed on three sets of 155 CDK2 inhibitors. The obtained models exhibit good predictive capability in both internal and external validations (q(2) = 0.73, r(pred)(2) = 0.94 for 6, 6-dimethyl pyrrolo [3,4-c]pyrazoles analogs, q(2) = 0.62, r(pred)(2) = 0.63 for imidazole pyrimidine amides analogs and q(2) = 0.56, r(pred)(2) = 0.58 for 4-(pyrazol-4-yl)-pyrimidines analogs). Furthermore, a comparison between 3D-contour map, docking and MD simulation explore in detail the binding modes and the key structural features impacting the interaction of each series of inhibitors with the CDK2 enzyme, which should be useful to aid the designing of new inhibitors with CDK2 improved biological response. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:67 / 81
页数:15
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