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A Molecular Dynamics Investigation of Mycobacterium tuberculosis Prenyl Synthases: Conformational Flexibility and Implications for Computer-Aided Drug Discovery

机译:结核分枝杆菌异戊二烯合酶的分子动力学研究:构象灵活性和对计算机辅助药物发现的影响。

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摘要

With the rise in antibiotic resistance, there is interest in discovering new drugs active against new targets. Here, we investigate the dynamic structures of three isoprenoid synthases from Mycobacterium tuberculosis using molecular dynamics (MD) methods with a view to discovering new drug leads. Two of the enzymes, cis-farnesyl diphosphate synthase (cis-FPPS) and cis-decaprenyl diphosphate synthase (cis-DPPS) are involved in bacterial cell wall biosynthesis while the third, tuberculosinyl adenosine synthase (Rv3378c), is involved in virulence factor formation. The MD results for these three enzymes were then compared with previous results on undecaprenyl diphosphate synthase (UPPS) by means of active site volume fluctuation and principal component analyses. In addition, an analysis of the binding of prenyl diphosphates to cis-FPPS, cis-DPPS, and UPPS utilizing the new MD results is reported. We also screened libraries of inhibitors against cis-DPPS, finding ~1 µM inhibitors, and used the receiver operating characteristic-area under the curve (ROC-AUC) method to test the predictive power of X-ray and MD-derived cis-DPPS receptors. We found that one compound with potent M. tuberculosis cell growth inhibition activity was an IC50 ~0.5-20 µM inhibitor (depending on substrate) of cis-DPPS, a ~660 nM inhibitor of Rv3378c as well as a 4.8 µM inhibitor of cis-FPPS, opening up the possibility of multi-target inhibition involving both cell wall biosynthesis as well as virulence factor formation.
机译:随着抗生素抗性的增加,有兴趣发现对新靶标具有活性的新药。在这里,我们使用分子动力学(MD)方法研究了结核分枝杆菌中三种类异戊二烯合酶的动力学结构,以期发现新的药物线索。两种酶,顺式-法呢基二磷酸合酶(cis-FPPS)和顺式-癸二烯基二磷酸合酶(cis-DPPS)参与细菌细胞壁的生物合成,而第三种结核菌苷腺苷合酶(Rv3378c)参与毒力因子的形成。 。然后,通过活性位点体积波动和主成分分析,将这三种酶的MD结果与以前的十一烯二磷酸二磷酸合酶(UPPS)的结果进行比较。另外,据报道利用新的MD结果分析异戊二烯基二磷酸与顺式-FPPS,顺式-DPPS和UPPS的结合。我们还筛选了针对顺式DPPS的抑制剂库,发现了约1 µM抑制剂,并使用了曲线下的受体工作特征区域(ROC-AUC)方法来测试X射线和MD衍生的顺式DPPS的预测能力受体。我们发现一种具有有效的结核分枝杆菌细胞生长抑制活性的化合物是顺式-DPPS的IC50〜0.5-20 µM抑制剂(取决于底物),Rv3378c的〜660 nM抑制剂和顺式-DPPS的4.8 µM抑制剂。 FPPS开启了涉及细胞壁生物合成和致病因子形成的多靶点抑制的可能性。

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