Molecular Modeling Lab (MML), Department of Pharmaceutical Sciences and Drug Research, Punjabi University, Patiala, Punjab, 147002, India.
J Chem Inf Model. 2012 Oct 22;52(10):2619-30. doi: 10.1021/ci300227f. Epub 2012 Sep 17.
In the present study, 3D-QSAR analysis was performed utilizing docking based alignment of [1,6]-naphthyridine derivatives as Syk enzyme inhibitors. The role of the water molecules was explored for the docking based alignment that revealed two conserved water molecules important for proper orientation and alignment of naphthyridine inhibitors in the active site of Syk enzyme. The QSAR model was selected having highest value of Q(2) (0.624) and Pearson-r (0.862). The selected model also displayed the highest values of R(2) (0.978) and F-value (184.5) and the lowest SD (0.862). The contour plots developed on the basis of the best model helped to reveal the essential structural features of naphthyridines derivatives responsible for inhibition of Syk enzyme. The generated model and information revealed from it was utilized to design and predict new congeneric molecules that can be used as potential therapeutic agents.
在本研究中,我们利用基于对接的[1,6]-萘啶衍生物作为 Syk 酶抑制剂进行了 3D-QSAR 分析。探索了水分子在基于对接的对准中的作用,揭示了两个保守的水分子对于萘啶抑制剂在 Syk 酶活性位点中的正确定向和对准非常重要。选择的 QSAR 模型具有最高的 Q(2) 值(0.624)和 Pearson-r 值(0.862)。所选模型还显示了最高的 R(2) 值(0.978)和 F 值(184.5)以及最低的 SD(0.862)。基于最佳模型开发的等高线图有助于揭示负责抑制 Syk 酶的萘啶衍生物的基本结构特征。生成的模型和从中揭示的信息被用于设计和预测新的同类分子,这些分子可以用作潜在的治疗剂。