a Department of Physical Chemistry , China Pharmaceutical University , Nanjing , People's Republic of China.
c School of Pharmacy , China Pharmaceutical University , Nanjing , People's Republic of China.
J Biomol Struct Dyn. 2019 Aug;37(12):3135-3149. doi: 10.1080/07391102.2018.1509019. Epub 2018 Sep 18.
Matrix metalloproteinase-9 (MMP-9) has been considered as an attractive target involving cancer therapy. In this study, the 3D QSAR pharmacophore model of MMP-9 inhibitors is built, and its reliability is subsequently validated based on different methods. The built pharmacophore model consists of the four chemical features, including two hydrogen bond acceptors (HBA), one hydrophobic (HY), and one ring aromatic (RA). Among them, both HY and RA are found to be especially important features because they involve the interactions of inhibitors with the S1' pocket of MMP-9, which determines the selectivity of MMP-9 inhibitors. By combining pharmacophore model with molecular docking, the virtual screening is carried out to identify the selective MMP-9 inhibitors from natural products. The four potential selective MMP-9 inhibitors of natural products are found. One of them was used to carry out the bioassay experiment inhibiting MMP-9, and the estimated IC value of only 26.94 µM clearly shows its strongly inhibitory activity; besides, both the hybrid quantum mechanics/molecular mechanics (QM/MM) calculation and the molecular dynamics simulation are performed to examine the reliability regarding the binding mode of this inhibitor with MMP-9 active sites predicted by molecular docking. All the screened four natural products are found to well bind with the MMP-9 active sites by different kinds of interactions. Finally, the ADMET properties of screened four natural products are assessed. These screened MMP-9 inhibitors of natural products could be used as the lead compounds to perform structural modifications and optimizations in the future work. Communicated by Ramaswamy H. Sarma.
基质金属蛋白酶-9(MMP-9)已被认为是一种有吸引力的癌症治疗靶点。本研究构建了 MMP-9 抑制剂的三维 QSAR 药效团模型,并通过不同方法对其可靠性进行了验证。所构建的药效团模型包含四个化学特征,包括两个氢键受体(HBA)、一个疏水性(HY)和一个环状芳香性(RA)。其中,HY 和 RA 被发现是特别重要的特征,因为它们涉及抑制剂与 MMP-9 的 S1' 口袋的相互作用,这决定了 MMP-9 抑制剂的选择性。通过将药效团模型与分子对接相结合,从天然产物中进行虚拟筛选,以鉴定选择性 MMP-9 抑制剂。发现了四种天然产物中潜在的选择性 MMP-9 抑制剂。其中一种用于进行抑制 MMP-9 的生物测定实验,其估计的 IC 值仅为 26.94µM,清楚地表明其具有很强的抑制活性;此外,还进行了混合量子力学/分子力学(QM/MM)计算和分子动力学模拟,以检验分子对接预测的抑制剂与 MMP-9 活性位点的结合模式的可靠性。通过不同的相互作用,筛选出的四种天然产物都被发现与 MMP-9 活性位点很好地结合。最后,评估了筛选出的四种天然产物的 ADMET 性质。这些筛选出的天然产物 MMP-9 抑制剂可以作为先导化合物,在未来的工作中进行结构修饰和优化。由 Ramaswamy H. Sarma 交流。