Narayana Moorthy N S Hari, Sousa Sergio F, Ramos Maria J, Fernandes Pedro A
REQUIMTE, Departamento de Química, Faculdade de Ciências, Universidade do Porto, Porto, Portugal.
J Biomol Screen. 2011 Oct;16(9):1037-46. doi: 10.1177/1087057111414899. Epub 2011 Aug 5.
In the present investigation, the authors have performed an in silico-based analysis on a series of arylthiophene derivatives for the determination of their structural features responsible for farnesyltransferase (FTase) inhibitory activity, hERG blocking activity, and toxicity by quantitative structure-activity relationship and pharmacophore analysis techniques. The statistically significant models derived through multiple linear regression analysis were validated by different validation methods. The applicability of the descriptors contributed in the selected models show that the polar and polarizable properties on the van der Waals (vdW) surface area of the molecules are important for the FTase inhibitory and hERG blocking activities, while being detrimental for the toxicity of the molecules. It is interesting to note that the topological properties, molecular flexibility, and connectivity of the molecules are positively correlated to all the activities (FTase inhibition, hERG blocking, and toxicity). This implies that the flexibility of the molecules is the common feature for interaction in all targets, whereas the presence of polar groups on the molecular surface (vdW) is a determinant for the favorable (FTase inhibition) or unwanted effect (hERG blocking and toxicity) of the molecules. The pharmacophore analysis of the molecules demonstrated that the aromatic/hydrophobicity and polarizability features are important pharmacophore contours favorable for these activities.
在本研究中,作者通过定量构效关系和药效团分析技术,对一系列芳基噻吩衍生物进行了基于计算机模拟的分析,以确定其与法尼基转移酶(FTase)抑制活性、人乙醚相关基因(hERG)阻断活性及毒性相关的结构特征。通过多元线性回归分析得出的具有统计学意义的模型,采用了不同的验证方法进行验证。所选模型中所使用描述符的适用性表明,分子范德华(vdW)表面积上的极性和可极化性质对于FTase抑制活性和hERG阻断活性很重要,而对分子的毒性则不利。值得注意的是,分子的拓扑性质、分子柔性和连接性与所有活性(FTase抑制、hERG阻断和毒性)呈正相关。这意味着分子的柔性是与所有靶点相互作用的共同特征,而分子表面(vdW)上极性基团的存在是决定分子产生有利作用(FTase抑制)或不良作用(hERG阻断和毒性)的因素。对这些分子的药效团分析表明,芳香性/疏水性和可极化性特征是有利于这些活性的重要药效团轮廓。