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首页> 外文期刊>Journal of Molecular Modeling >Rational questing for potential novel inhibitors of FabK from Streptococcus pneumoniae by combining FMO calculation, CoMFA 3D-QSAR modeling and virtual screening
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Rational questing for potential novel inhibitors of FabK from Streptococcus pneumoniae by combining FMO calculation, CoMFA 3D-QSAR modeling and virtual screening

机译:通过结合FMO计算,CoMFA 3D-QSAR建模和虚拟筛选合理寻求肺炎链球菌潜在的新型FabK抑制剂

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摘要

Enoyl-acyl carrier protein (ACP) reductase (ENR) is an attractive and potential target for developing selective antibacterial agents. Recent studies showed that FabK is the sole isoform of ENR in Streptococcus pneumoniae, and at the same time an X-ray crystallographic study of FabK from S. pneumoniae (SpFabK) was reported for the first time. Based on above information, the interaction mechanism and pair interaction energies between ligand and the active site of SpFabK were analyzed with the ab initio fragment molecular orbital (FMO) calculation based on the FlexX docking model at the FMO-RHF/6-31G* level. Subsequently, the first molecular docking-based 3D-QSAR model with comparative molecular field analysis (CoMFA) was established with cross-validated coefficients (q 2) up to 0.511 and regression coefficients (r 2) up to 0.986. Then integrating the 3D-QSAR CoMFA predicted model, molecular docking, and FMO pair interaction analysis structure-based virtual screening was performed, six novel and potential lead compounds were sorted out for further study.
机译:烯丙基酰基载体蛋白(ACP)还原酶(ENR)是开发选择性抗菌剂的诱人和潜在目标。最近的研究表明,FabK是肺炎链球菌中ENR的唯一同工型,与此同时,首次报道了肺炎链球菌(SpFabK)对FabK的X射线晶体学研究。基于以上信息,基于FMO-RHF / 6-31G *水平的FlexX对接模型,通过从头算片段分子轨道(FMO)计算,分析了配体与SpFabK活性位点之间的相互作用机理和配对相互作用能。 。随后,建立了具有比较分子场分析(CoMFA)的第一个基于分子对接的3D-QSAR模型,其交叉验证系数(q 2 )最高为0.511,回归系数为(r 2 ),最高为0.986。然后,结合3D-QSAR CoMFA预测模型,分子对接和FMO对相互作用分析,进行了基于结构的虚拟筛选,筛选出6种新颖和潜在的先导化合物以进一步研究。

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