Pharmacophore modelling, atom-based 3D-QSAR generation and virtual screening of molecules projected for mPGES-1 inhibitory activity

被引:12
作者
Misra, S. [1 ]
Saini, M. [2 ]
Ojha, H. [2 ]
Sharma, D. [2 ]
Sharma, K. [1 ]
机构
[1] Inst Nucl Med & Allied Sci, Div Metab Cell Signaling Res, Delhi, India
[2] Inst Nucl Med & Allied Sci, Div Radio Protect Drug Dev Res, Delhi, India
关键词
COX-2; mPGES-1; pharmacophore; QSAR; cancer; BREAST-CANCER; DRUG DESIGN; DISCOVERY; CYCLOOXYGENASE-2; SYNTHASE-1;
D O I
10.1080/1062936X.2016.1273971
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
COX-2 inhibitors exhibit anticancer effects in various cancer models but due to the adverse side effects associated with these inhibitors, targeting molecules downstream of COX-2 (such as mPGES-1) has been suggested. Even after calls for mPGES-1 inhibitor design, to date there are only a few published inhibitors targeting the enzyme and displaying anticancer activity. In the present study, we have deployed both ligand and structure-based drug design approaches to hunt novel drug-like candidates as mPGES-1 inhibitors. Fifty-four compounds with tested mPGES-1 inhibitory value were used to develop a model with four pharmacophoric features. 3D-QSAR studies were undertaken to check the robustness of the model. Statistical parameters such as r(2) = 0.9924, q(2) = 0.5761 and F test = 1139.7 indicated significant predictive ability of the proposed model. Our QSAR model exhibits sites where a hydrogen bond donor, hydrophobic group and the aromatic ring can be substituted so as to enhance the efficacy of the inhibitor. Furthermore, we used our validated pharmacophore model as a three-dimensional query to screen the FDA-approved Lopac database. Finally, five compounds were selected as potent mPGES-1 inhibitors on the basis of their docking energy and pharmacokinetic properties such as ADME and Lipinski rule of five.
引用
收藏
页码:17 / 39
页数:23
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