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基于多受体-配体的药效团建模与分子对接,从天然产物中筛选基质金属蛋白酶-9的选择性抑制剂。

Multiple receptor-ligand based pharmacophore modeling and molecular docking to screen the selective inhibitors of matrix metalloproteinase-9 from natural products.

作者信息

Gao Qi, Wang Yijun, Hou Jiaying, Yao Qizheng, Zhang Ji

机构信息

Department of Physical Chemistry, China Pharmaceutical University, Nanjing, 210009, People's Republic of China.

School of Pharmacy, China Pharmaceutical University, Nanjing, 210009, People's Republic of China.

出版信息

J Comput Aided Mol Des. 2017 Jul;31(7):625-641. doi: 10.1007/s10822-017-0028-3. Epub 2017 Jun 16.

Abstract

Matrix metalloproteinase-9 (MMP-9) is an attractive target for cancer therapy. In this study, the pharmacophore model of MMP-9 inhibitors is built based on the experimental binding structures of multiple receptor-ligand complexes. It is found that the pharmacophore model consists of six chemical features, including two hydrogen bond acceptors, one hydrogen bond donor, one ring aromatic regions, and two hydrophobic (HY) features. Among them, the two HY features are especially important because they can enter the S1' pocket of MMP-9 which determines the selectivity of MMP-9 inhibitors. The reliability of pharmacophore model is validated based on the two different decoy sets and relevant experimental data. The virtual screening, combining pharmacophore model with molecular docking, is performed to identify the selective MMP-9 inhibitors from a database of natural products. The four novel MMP-9 inhibitors of natural products, NP-000686, NP-001752, NP-014331, and NP-015905, are found; one of them, NP-000686, is used to perform the experiment of in vitro bioassay inhibiting MMP-9, and the IC value was estimated to be only 13.4 µM, showing the strongly inhibitory activity of NP-000686 against MMP-9, which suggests that our screening results should be reliable. The binding modes of screened inhibitors with MMP-9 active sites were discussed. In addition, the ADMET properties and physicochemical properties of screened four compounds were assessed. The found MMP-9 inhibitors of natural products could serve as the lead compounds for designing the new MMP-9 inhibitors by carrying out structural modifications in the future.

摘要

基质金属蛋白酶-9(MMP-9)是癌症治疗中一个具有吸引力的靶点。在本研究中,基于多个受体-配体复合物的实验结合结构构建了MMP-9抑制剂的药效团模型。发现该药效团模型由六个化学特征组成,包括两个氢键受体、一个氢键供体、一个环状芳香区域和两个疏水(HY)特征。其中,两个HY特征尤为重要,因为它们可以进入MMP-9的S1'口袋,该口袋决定了MMP-9抑制剂的选择性。基于两种不同的诱饵集和相关实验数据验证了药效团模型的可靠性。将药效团模型与分子对接相结合进行虚拟筛选,以从天然产物数据库中鉴定选择性MMP-9抑制剂。发现了四种新型天然产物MMP-9抑制剂NP-000686、NP-001752、NP-014331和NP-015905;其中一种NP-000686用于进行抑制MMP-9的体外生物测定实验,估计IC值仅为13.4 μM,表明NP-000686对MMP-9具有强烈的抑制活性,这表明我们的筛选结果应该是可靠的。讨论了筛选出的抑制剂与MMP-9活性位点的结合模式。此外,评估了筛选出的四种化合物的ADMET性质和理化性质。所发现的天然产物MMP-9抑制剂可作为先导化合物,以便未来通过进行结构修饰来设计新型MMP-9抑制剂。

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