香豆素衍生物清除DPPH·自由基活性及黄嘌呤氧化酶抑制作用的分子对接QSAR研究

R. Razo‐Hernández, K. Pineda‐Urbina, M. A. Velazco‐Medel, Manuel Villanueva-García, M. Sumaya‐Martínez, F. Martínez-Martínez, Z. Gómez‐Sandoval
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引用次数: 16

摘要

摘要采用遗传算法对香豆素的理化、拓扑、亲脂性和电子描述符进行定量构效关系(QSAR)分析。我们利用特定香豆素衍生物对DPPH·自由基分子的抗氧化活性进行了实验。选取Randic Path/Walk、亲水性因子和化学硬度等分子描述符,建立数学模型。我们得到R2 = 96.65, QLOO2 = 93.14的线性相关值。采用QASYM2、$\hat r^2 $和Δrm2方法对模型的预测能力进行评价。这里计算了香豆素衍生物的福井函数,以便深入研究它们作为主要抗氧化剂的机制。我们还通过分子对接研究了这些香豆素对黄嘌呤氧化酶的抑制作用。我们的研究结果表明疏水、静电和氢键相互作用是香豆素抑制黄嘌呤氧化酶的关键。
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QSAR study of the DPPH· radical scavenging activity of coumarin derivatives and xanthine oxidase inhibition by molecular docking
AbstractA Quantitative Structure-Activity Relationship (QSAR) of coumarins by genetic algorithms employing physicochemical, topological, lipophilic and electronic descriptors was performed. We have used experimental antioxidant activities of specific coumarin derivatives against the DPPH· radical molecule. Molecular descriptors such as Randic Path/Walk, hydrophilic factor and chemical hardness were selected to propose a mathematical model. We obtained a linear correlation with R2 = 96.65 and QLOO2 = 93.14 values. The evaluation of the predictive ability of the model was performed by applying the QASYM2, $\hat r^2 $ and Δrm2 methods. Fukui functions were calculated here for coumarin derivatives in order to delve into the mechanics by which they work as primary antioxidants. We also investigated xanthine oxidase inhibition with these coumarins by molecular docking. Our results show that hydrophobic, electrostatic and hydrogen bond interactions are crucial in the inhibition of xanthine oxidase by coumarins.
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