Pharmacophore Based 3D-QSAR, Virtual Screening and Docking Studies on Novel Series of HDAC Inhibitors with Thiophen Linker as Anticancer Agents

被引:15
作者
Patel, Preeti [1 ]
Singh, Avineesh [1 ]
Patel, Vijay K. [1 ]
Jain, Deepak K. [1 ]
Veerasamy, Ravichandran [2 ]
Rajak, Harish [1 ]
机构
[1] Guru Ghasidas Univ, SLT Inst Pharmaceut Sci, Med Chem Res Lab, Bilaspur 495009, CG, India
[2] AIMST Univ, Fac Pharm, Bedong 08100, Kedah Darul Ama, Malaysia
关键词
HDACIs; QSAR; e-pharmacophore; virtual screening; docking; Suberoylanilide hydroxamic acid; HISTONE DEACETYLASE INHIBITORS; CRYSTAL-STRUCTURE; 3D QSAR; POTENT; IDENTIFICATION; OPTIMIZATION; ACETYLATION; VALIDATION; GENERATION; PREDICTION;
D O I
10.2174/1386207319666160801154415
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Histone deacetylase (HDAC) inhibitors can reactivate gene expression and inhibit the growth and survival of cancer cells. Objective: To identify the important pharmacophoric features and correlate 3D chemical structure with biological activity using 3D-QSAR and Pharmacophore modeling studies. Method: The pharmacophore hypotheses were developed using e-pharmacophore script and phase module. Pharmacophore hypothesis represents the 3D arrangement of molecular features necessary for activity. A series of 55 compounds with well assigned HDAC inhibitory activity were used for 3D-QSAR model development. Results: Best 3D-QSAR model, which is a five partial least square (PLS) factor Harish Rajak model with good statistics and predictive ability, acquired Q(2) (0.7293), R-2 (0.9811), cross -validated coefficient r(cv)(2)=0.9807 and R-2 pred=0.7147 with low standard deviation (0.0952). Additionally, the selected pharmacophore model DDRRR.419 was used as a 3D query for virtual screening against the ZINC database. In the virtual screening workflow, docking studies (HTVS, SP and XP) were carried out by selecting multiple receptors (PDB ID: 1T69, 1T64, 4LXZ, 4LY1, 3MAX, 2VQQ, 3C10, 1W22). Finally, six compounds were obtained based on high scoring function (dock score -11.2278-10.2222 kcal/mol) and diverse structures. Conclusion: The structure activity correlation was established using virtual screening, docking, energetic based pharmacophore modelling, pharmacophore, atom based 3D QSAR models and their validation. The outcomes of these studies could be further employed for the design of novel HDAC inhibitors for anticancer activity.
引用
收藏
页码:735 / 751
页数:17
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