Bayraktar Ozge, Ozkirimli Elif, Ulgen Kutlu O
Department of Computational Science and Engineering, Bogazici University, Istanbul, Turkey.
Department of Chemical Engineering, Bogazici University, Istanbul, Turkey.
Curr Protein Pept Sci. 2018;19(5):430-444. doi: 10.2174/1389203718666161108092842.
Sphingosine kinase 1 (SK1) overexpression and elevated sphingosine-1-phosphate (S1P) levels have been correlated with many disease states from cancer to inflammatory diseases to diabetes. Even though SK1 inhibitors are of consideberable interest as effective chemotherapeutic agents, poor potency, lack of selectivity and poor pharmacokinetic properties have been major problems in the first generation SK1 inhibitors.
There is an urgent need for the discovery of novel in vivo, stable selective SK1 inhibitors with improved potency. The primary object of this study was to identify potential novel leads for orthosteric inhibition of SK1.
We propose a series of compounds from different chemotypes as potential selective SK1 inhibitors via virtual screening of the ZINC database using ligand-based and structure-based pharmacophore models, molecular docking, substructure search, selectivity calculations. Molecular dynamics (MD) simulations revealed key insights into the binding mode and the stability of the SK1-ligand complex.
Ten ligands were proposed as potential SK1 inhibitors based on the high induced fit docking scores, BEI, LLE and %HOA. Ligands 2, 3, 5 and 9 were found to be selective toward SK1 with favorable binding free energy of - 95 ± 5 kcal/mol. MD simulation of ligand 5 showed that the ligand-SK1 complex reached equilibrium with favorable hydrogen bonding and hydrophobic interactions. The four selective compounds have less than 0.24 similarity with previously discovered potent inhibitors.
The proposed compounds may serve as potential novel leads for orthosteric inhibition of SK1.
鞘氨醇激酶1(SK1)的过表达以及鞘氨醇-1-磷酸(S1P)水平的升高与从癌症到炎症性疾病再到糖尿病等多种疾病状态相关。尽管SK1抑制剂作为有效的化疗药物备受关注,但第一代SK1抑制剂存在效力差、缺乏选择性和药代动力学性质不佳等主要问题。
迫切需要发现新型的、体内稳定的、具有更高效力的选择性SK1抑制剂。本研究的主要目的是确定正构抑制SK1的潜在新型先导化合物。
我们通过使用基于配体和基于结构的药效团模型、分子对接、子结构搜索、选择性计算对ZINC数据库进行虚拟筛选,提出了一系列来自不同化学类型的化合物作为潜在的选择性SK1抑制剂。分子动力学(MD)模拟揭示了SK1-配体复合物的结合模式和稳定性的关键见解。
基于高诱导契合对接分数、BEI、LLE和%HOA,提出了10种配体作为潜在的SK1抑制剂。发现配体2、3、5和9对SK1具有选择性,结合自由能为-95±5千卡/摩尔,较为有利。配体5的MD模拟表明,配体-SK1复合物通过良好的氢键和疏水相互作用达到平衡。这四种选择性化合物与先前发现的强效抑制剂的相似度小于0.24。
所提出的化合物可能作为正构抑制SK1的潜在新型先导化合物。