首页> 美国卫生研究院文献>Porto Biomedical Journal >Prediction of MMP-9 inhibitory activity of N-hydroxy-α-phenylsulfonylacetamide derivatives by pharmacophore based modeling and 3-D QSAR studies
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Prediction of MMP-9 inhibitory activity of N-hydroxy-α-phenylsulfonylacetamide derivatives by pharmacophore based modeling and 3-D QSAR studies

机译:基于药效团的建模和3-D QSAR研究预测N-羟基-α-苯基磺酰基乙酰胺衍生物的MMP-9抑制活性

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摘要

Matrix metalloproteinase-9 (MMP-9), also known as gelatinase B, is a MMP that is strongly associated with multiple cellular processes including proliferation, angiogenesis, and metastasis. Various studies have shown that N-hydroxy-α-phenylsulfonylacetamide (HPSAs) derivatives are promising and selective for the MMP-9 inhibition. In the present study, we have selected and reported 80 HPSAs derivatives as inhibitors of MMP-9 and performed structure-based 3-dimensional quantitative structure–activity relationship (3D-QSAR) studies to elucidate the important structural elements responsible for binding affinity. Developed pharmacophore models; QSAR model I contains 2 hydrogen-bond acceptors (A), 2 hydrogen-bond donors (D), and 1 aromatic ring (R) and QSAR model II contains 3 hydrogen-bond acceptors (A), 1 positive ionic (P), and 1 aromatic ring (R). The statistical results of QSAR models (I and II) such as good correlation coefficient (0.61 for I and 0.63 for II), good predictive power (0.84 and 0.77 for I and II, respectively) with low standard deviation (SD0.3 for both) strongly suggest that the developed models are virtuous for the future prediction of MMP-9 inhibitory activity of HPSAs derivatives. The geometry and features of pharmacophore were expected to be useful for further design and development of selective MMP-9 inhibitors.
机译:基质金属蛋白酶9(MMP-9),也称为明胶酶B,是一种MMP,与多种细胞过程密切相关,包括增殖,血管生成和转移。各种研究表明,N-羟基-α-苯基磺酰基乙酰胺(HPSAs)衍生物对于MMP-9抑制具有希望和选择性。在本研究中,我们选择并报告了80种HPSAs衍生物作为MMP-9的抑制剂,并进行了基于结构的三维定量构效关系(3D-QSAR)研究,以阐明负责结合亲和力的重要结构要素。开发了药效团模型; QSAR模型I包含2个氢键受体(A),2个氢键供体(D)和1个芳环(R),而QSAR模型II包含3个氢键受体(A),1个阳离子(P),和1个芳香环(R)。 QSAR模型(​​I和II)的统计结果,例如相关系数好(I分别为0.61和II,为0.63),良好的预测能力(I和II分别为0.84和0.77)和低标准偏差(两者均为SD 0.3 )强烈表明,已开发的模型对于HPSAs衍生物的MMP-9抑制活性的未来预测具有重要意义。药效基团的几何形状和特征有望用于进一步设计和开发选择性MMP-9抑制剂。

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