Pharmacophore Based Virtual Screening for Identification of Novel CDK2 Inhibitors

A. Issa, Faten Sliman, J. Harbali
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引用次数: 0

Abstract

CDK2 is one of the most important members of Cyclin-dependent kinases. It is a critical modulator of various oncogenic signaling pathways, and its activity is vital for loss of proliferative control during oncogenesis. This work has focused on developing a pharmacophore model for CDK2 inhibitors by using a dataset of known inhibitors as a pre-filter throughout the virtual screening and docking process. Consequently, the best pharmacophore model was made of one hydrogen bond acceptor, and two aromatic ring features with a high correlation value of 0.906. The validation findings proved out that the selected model can be used as a filter to screen new molecules like Enamine kinase hinge region directed library against CDK2. As a result, 69 hits were subjected to molecular docking studies. Eventually, three compounds (5909, 701 and 8397) scored good interaction energy values and strong molecular interactions. Hence, they were identified as leads for novel CDK2 inhibitors as anticancer drugs.
基于药效团的新型CDK2抑制剂的虚拟筛选
CDK2是细胞周期蛋白依赖性激酶中最重要的成员之一。它是各种致癌信号通路的关键调节剂,其活性对于在致癌过程中失去增殖控制至关重要。这项工作的重点是通过在整个虚拟筛选和对接过程中使用已知抑制剂的数据集作为预过滤器,开发CDK2抑制剂的药效团模型。因此,最佳药效团模型由一个氢键受体和两个芳环特征组成,相关值为0.906。验证结果证明,所选模型可以作为筛选新分子的过滤器,如针对CDK2的磁漆激酶铰链区定向文库。结果,对69个命中进行了分子对接研究。最终,三种化合物(5909、701和8397)获得了良好的相互作用能量值和强烈的分子相互作用。因此,它们被鉴定为新型CDK2抑制剂作为抗癌药物的先导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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