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Exploring the role of water molecules for docking and receptor guided 3D-QSAR analysis of naphthyridine derivatives as spleen tyrosine kinase (Syk) inhibitors

机译:探索水分子在萘啶衍生物作为脾酪氨酸激酶(Syk)抑制剂的对接和受体指导的3D-QSAR分析中的作用

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摘要

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.
机译:在本研究中,利用基于对接的[1,6]-萘啶衍生物作为Syk酶抑制剂的比对进行3D-QSAR分析。探索了水分子在基于对接的比对中的作用,揭示了两个保守的水分子,这些分子对于萘啶抑制剂在Syk酶活性位点的正确定向和比对非常重要。选择具有最高的Q〜2(0.624)和Pearson-r(0.862)的QSAR模型。所选模型还显示了R 2(0.978)和F值(184.5)的最高值以及最低SD(0.862)。在最佳模型的基础上绘制的轮廓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。所产生的模型和从中揭示的信息被用于设计和预测可用作潜在治疗剂的新的同类分子。

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