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3D-QSAR STUDIES FOR PREDICTION of ANTIMYCOBACTERIAL ACTIVITY of THIAZOLE DERIVATIVES

机译:3D-QSAR研究噻唑衍生物的抗细菌活性

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摘要

Chemotherapeutic agents bearing thiazole nucleus have shown promising activity against mycobacteria. With this significance in sight a series of thiazole derivatives was selected for performing 3D-QSAR studies. The 3D-QSAR study of 4-(5-nitro-2-furyl/2-pyraziny1/1-adamantyl)(2-alkyl/aryl/arylamino) thiazoles was performed by using Comparative Molecular Field Analysis (CoMFA) and Comparative Molecular Similarity Indices Analysis (CoMSIA) in order to find out the factors responsible for the activity of these compounds. A total of 33 molecules were used in the analysis. Out of these, 27 were incorporated in a group designated as training set and the rest were placed in the test set. The minimum energy conformer of the most active molecule 5-nitro 2-furyl N,N-dimethylamino phenyl was used as the template . The CoMFA and CoMSIA analysis of these compounds in the series gave good results. The cross validated and conventional correlation coefficients (CoMFA) were found to be 0.328 and 0.991 respectively. For CoMSIA the cross validated and conventional correlation coefficients were 0.541 and 0.996, respectively.
机译:带有噻唑核的化学治疗剂已显示出对分枝杆菌有希望的活性。鉴于此意义,选择了一系列噻唑衍生物进行3D-QSAR研究。使用比较分子场分析(CoMFA)和比较分子相似性对4-(5-硝基-2-呋喃基/ 2-吡嗪基1 / 1-金刚烷基)(2-烷基/芳基/芳基氨基)噻唑进行了3D-QSAR研究指数分析(CoMSIA),以找出造成这些化合物活性的因素。分析中总共使用了33个分子。其中,有27个被合并为一个训练集,其余的被放入测试集。活性最高的分子5-硝基2-呋喃基N,N-二甲基氨基苯基的最小能量构象体用作模板。这些系列化合物的CoMFA和CoMSIA分析得到了很好的结果。交叉验证和常规相关系数(CoMFA)分别为0.328和0.991。对于CoMSIA,交叉验证的相关系数和常规相关系数分别为0.541和0.996。

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