Requimte, Department of Chemistry and Biochemistry, Faculty of Sciences, University of Porto, Porto, Portugal.
SAR QSAR Environ Res. 2012 Jul;23(5-6):521-36. doi: 10.1080/1062936X.2012.666264. Epub 2012 Mar 27.
In the present investigation, a computational analysis was performed on a data set comprised of human ether-a-go-go-related gene (hERG) blockers (triethanolamine, 1,3-thiazol-2-yl and tetrasubstituted imidazoline derivatives) in order to investigate the structural features required to reduce the hERG-induced cardiotoxicity problems in an early stage of drug discovery. The results derived from the quantitative structure-activity relationship (QSAR) analysis showed that the volume, surface area and shape descriptors (vsurf_) contributed significantly in all the models. This reveals that the hydrogen-bonding and hydrophilicity properties (vsurf_HB1, vsurf_CW4 and a_acc) on the van der Waals (vdW) surface of the molecule is negatively contributed for the hERG blocking activity and the hydrophobic property (vsurf_D6) and the total polar volume (vsurf_Wp2) on the vdW surface of the molecule are favourable for the activity. Further, the pharmacophore analysis also shows that the Aro/Hyd/Acc contour is one of the important biophore sites for the hERG blocking activity. This suggests that the presence of aromatic, hydrophobic and hydrogen-bonding groups in the molecules is favourable for interaction. In comparison with our earlier works (explaining the role of topological and hydrophobicity properties for the hERG blocking activity), these studies provided additional information on the importance of vdW surface area properties for the hERG blocking activity. These results can be used with other molecular modelling studies for the design of novel molecules that are free of cardiotoxicity.
在本研究中,对由人 ether-a-go-go 相关基因 (hERG) 阻滞剂(三乙醇胺、1,3-噻唑-2-基和四取代咪唑啉衍生物)组成的数据集进行了计算分析,目的是研究在药物发现的早期阶段降低 hERG 诱导的心脏毒性问题所需的结构特征。来自定量构效关系 (QSAR) 分析的结果表明,体积、表面积和形状描述符 (vsurf_) 在所有模型中都有显著贡献。这表明分子的范德华 (vdW) 表面上的氢键和亲水性特性 (vsurf_HB1、vsurf_CW4 和 a_acc) 对 hERG 阻断活性有负贡献,而分子的范德华 (vdW) 表面上的疏水性特性 (vsurf_D6) 和总极性体积 (vsurf_Wp2) 对活性有利。此外,药效团分析还表明,Aro/Hyd/Acc 轮廓是 hERG 阻断活性的重要生物活性位点之一。这表明分子中存在芳香族、疏水性和氢键基团有利于相互作用。与我们之前的工作(解释拓扑和疏水性特性对 hERG 阻断活性的作用)相比,这些研究为 vdW 表面积特性对 hERG 阻断活性的重要性提供了更多信息。这些结果可与其他分子建模研究一起用于设计无心脏毒性的新型分子。