DocumentCode :
2589926
Title :
3D-QSAR and 3D-QSSR studies on a series of HDAC2 inhibitors using Topomer CoMFA
Author :
Hou, Zhaoyan ; Xiang, Yuhong ; Wei, Yanbo ; Zhao, Caihong ; Zhang, Zhuoyong
Author_Institution :
Dept. of Chem., Capital Normal Univ., Beijing, China
Volume :
4
fYear :
2011
fDate :
15-17 Oct. 2011
Firstpage :
1811
Lastpage :
1814
Abstract :
One three-dimensional quantitative structure-activity relationship (3D-QSAR) model and one three-dimensional quantitative structure-selectivity relationship (3D-QSSR) model using Topomer CoMFA method were implemented on benzimidazole and imidazole inhibitors of Histone deacetylase 2 (HDAC2). Good cross-validated correlations were obtained in 3D-QSAR model (resulting in q2 value of 0.756 and r2 value of 0.947) and 3D-QSSR model (resulting in q2 value of 0.779 and r2 value of 0.912). Both of the models were validated by the test set, which gave a satisfactory r2pred value of 0.697 and 0.891, respectively. The results lead to better understanding of the structural requirements of both HDAC2 inhibitory activity and selectivity. The models can also be used for virtual screening.
Keywords :
biochemistry; enzymes; molecular biophysics; 3D quantitative structure-activity relationship model; 3D quantitative structure-selectivity relationship model; 3D-QSAR model; 3D-QSSR model; HDAC2 inhibitors; HDAC2 inhibitory activity; benzimidazole inhibitors; histone deacetylase 2; topomer CoMFA method; Compounds; Electrostatics; Inhibitors; Predictive models; Solid modeling; Three dimensional displays; Training; 3D-QSAR; 3D-QSSR; HDACs; Topomer CoMFA;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9351-7
Type :
conf
DOI :
10.1109/BMEI.2011.6098655
Filename :
6098655
Link To Document :
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