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QSAR modeling of benzoxazole derivatives as antimicrobial agents

机译:苯并恶唑衍生物作为抗菌剂的QSAR建模

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A quantitative structure activity relationship study on a series of 5 (or 6)-nitro/amino-2- (substituted phenyl/benzyl)-benzoxazole analogues were made using combination of various thermodynamic, electronic and spatial descriptors. Several statistical expressions were developed using stepwise multiple liner regression analysis. The best model was validated by leave-one-out method of cross-validation. The study revealed that the thermodynamic property, i.e., Standard Gibbs free energy contributed positively, Electronic property like Electronic energy contributed positively and HOMO energy and Repulsion energy contributed negatively. The study suggested that substitution of group at R1 position on benzoxazole ring with electron withdrawing group favourable for the antibacterial activity. The quantitative structure activity relationship study provides important structural insights in designing of potent antibacterial agents.
机译:利用各种热力学,电子和空间描述子的组合,对一系列5(或6)-硝基/氨基-2-(取代的苯基/苄基)-苯并恶唑类似物进行了定量结构活性关系研究。使用逐步多元线性回归分析开发了几种统计表达式。最佳模型通过交叉验证的留一法进行验证。研究表明,热力学性质(即标准吉布斯自由能)起正向作用,电子性质(如电子能)起正向作用,HOMO能量和排斥力起负向作用。研究表明,苯并恶唑环上R1位的基团被吸电子基团取代有利于抗菌活性。定量结构活性关系研究为有效抗菌剂的设计提供了重要的结构见解。

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