a Natural Science Laboratory, Division of Medicinal and Pharmaceutical Chemistry , Department of Pharmaceutical Technology , Jadavpur University , Kolkata , India.
b Department of Chemical Technology , University of Calcutta , Kolkata , India.
SAR QSAR Environ Res. 2018 Jan;29(1):43-68. doi: 10.1080/1062936X.2017.1406986. Epub 2017 Dec 19.
Matrix metalloproteinase-2 (MMP-2) is a potential target in anticancer drug discovery due to its association with angiogenesis, metastasis and tumour progression. In this study, 67 glutamic acid derivatives, synthesized and evaluated as MMP-2 inhibitors, were taken into account for multi-QSAR modelling study (regression-based 2D-QSAR, classification-based LDA-QSAR, Bayesian classification QSAR, HQSAR, 3D-QSAR CoMFA and CoMSIA as well as Open3DQSAR). All these QSAR studies were statistically validated individually. Regarding the 3D-QSAR analysis, the Open3DQSAR results were better than CoMFA and CoMSIA, although all these 3D-QSAR models supported each other. The importance of biphenylsulphonyl moiety over phenylacetyl/naphthylacetyl moieties was established due to its association with favourable steric and hydrophobic characters. HQSAR, LDA-QSAR and Bayesian classification QSAR studies also suggested that the biphenylsulphonamido group was better than the phenylacetylcarboxamido function. Additionally, glutamines were proven to be far better inhibitors than isoglutamines. Observations obtained from the current study were revalidated and supported by the earlier reported molecular modelling studies. Depending on these observations, newer glutamic acid-based compounds may be designed further in future for potent MMP-2 inhibitory activity.
基质金属蛋白酶-2(MMP-2)由于与血管生成、转移和肿瘤进展有关,因此是抗癌药物发现的潜在靶点。在这项研究中,考虑了 67 种谷氨酸衍生物,它们被合成并评估为 MMP-2 抑制剂,用于多定量构效关系建模研究(基于回归的 2D-QSAR、基于分类的 LDA-QSAR、贝叶斯分类 QSAR、HQSAR、3D-QSAR CoMFA 和 CoMSIA 以及 Open3DQSAR)。所有这些 QSAR 研究都经过了单独的统计验证。关于 3D-QSAR 分析,Open3DQSAR 的结果优于 CoMFA 和 CoMSIA,尽管所有这些 3D-QSAR 模型都相互支持。由于与有利的空间和疏水性特征有关,确定了联苯磺酰基部分优于苯乙酰基/萘乙酰基部分的重要性。HQSAR、LDA-QSAR 和贝叶斯分类 QSAR 研究还表明,联苯磺酰胺基优于苯乙酰基羧酰胺基。此外,谷氨酰胺被证明比异谷氨酰胺具有更好的抑制作用。从当前研究中获得的观察结果得到了先前报道的分子建模研究的再验证和支持。根据这些观察结果,未来可能会进一步设计基于谷氨酸的新型化合物,以获得更强的 MMP-2 抑制活性。