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通过计算机辅助/基于片段的先导化合物发现及从头先导化合物修饰实现一些选择性基质金属蛋白酶-2抑制剂相对于基质金属蛋白酶-9的稳健设计:合成与生物学测定

Robust design of some selective matrix metalloproteinase-2 inhibitors over matrix metalloproteinase-9 through in silico/fragment-based lead identification and de novo lead modification: Syntheses and biological assays.

作者信息

Adhikari Nilanjan, Halder Amit K, Mallick Sumana, Saha Achintya, Saha Kishna D, Jha Tarun

机构信息

Natural Science Laboratory, Division of Medicinal and Pharmaceutical Chemistry, Department of Pharmaceutical Technology, PO Box 17020, Jadavpur University, Kolkata 700032, India.

Cancer Biology & Inflammatory Disorder Division, CSIR-Indian Institute of Chemical Biology, Kolkata 700032, India.

出版信息

Bioorg Med Chem. 2016 Sep 15;24(18):4291-4309. doi: 10.1016/j.bmc.2016.07.023. Epub 2016 Jul 14.

Abstract

Broad range of selectivity possesses serious limitation for the development of matrix metalloproteinase-2 (MMP-2) inhibitors for clinical purposes. To develop potent and selective MMP-2 inhibitors, initially multiple molecular modeling techniques were adopted for robust design. Predictive and validated regression models (2D and 3D QSAR and ligand-based pharmacophore mapping studies) were utilized for estimating the potency whereas classification models (Bayesian and recursive partitioning analyses) were used for determining the selectivity of MMP-2 inhibitors over MMP-9. Bayesian model fingerprints were used to design selective lead molecule which was modified using structure-based de novo technique. A series of designed molecules were prepared and screened initially for inhibitions of MMP-2 and MMP-9, respectively, as these are designed followed by other MMPs to observe the broader selectivity. The best active MMP-2 inhibitor had IC50 value of 24nM whereas the best selective inhibitor (IC50=51nM) showed at least 4 times selectivity to MMP-2 against all tested MMPs. Active derivatives were non-cytotoxic against human lung carcinoma cell line-A549. At non-cytotoxic concentrations, these inhibitors reduced intracellular MMP-2 expression up to 78% and also exhibited satisfactory anti-migration and anti-invasive properties against A549 cells. Some of these active compounds may be used as adjuvant therapeutic agents in lung cancer after detailed study.

摘要

对于开发用于临床目的的基质金属蛋白酶-2(MMP-2)抑制剂而言,广泛的选择性存在严重局限性。为了开发强效且选择性的MMP-2抑制剂,最初采用了多种分子建模技术进行稳健设计。利用预测性且经过验证的回归模型(二维和三维定量构效关系以及基于配体的药效团映射研究)来估计活性,而分类模型(贝叶斯分析和递归划分分析)则用于确定MMP-2抑制剂相对于MMP-9的选择性。使用贝叶斯模型指纹设计选择性先导分子,并采用基于结构的从头设计技术对其进行修饰。制备了一系列设计分子,并分别针对MMP-2和MMP-9的抑制作用进行初步筛选,因为这些分子是在设计了其他基质金属蛋白酶之后设计的,以观察更广泛的选择性。最佳活性MMP-2抑制剂的IC₅₀值为24nM,而最佳选择性抑制剂(IC₅₀ = 51nM)对MMP-2的选择性比对所有测试的基质金属蛋白酶至少高4倍。活性衍生物对人肺癌细胞系-A549无细胞毒性。在无细胞毒性浓度下,这些抑制剂可将细胞内MMP-2表达降低多达78%,并且对A549细胞还表现出令人满意的抗迁移和抗侵袭特性。经过详细研究后,其中一些活性化合物可作为肺癌的辅助治疗药物。

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