通过整合基于药理的虚拟筛选、分子对接、分子动力学模拟研究和抑制活性评估,发现 CDK1 的潜在抑制剂

IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY ACS Omega Pub Date : 2024-09-13 DOI:10.1021/acsomega.4c0541410.1021/acsomega.4c05414
Vineeta Teotia, Prakash Jha and Madhu Chopra*, 
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引用次数: 0

摘要

CDK1 能够弥补其他细胞周期 CDK 的缺失,这给治疗过度表达这些蛋白的癌症带来了巨大挑战。尽管有多项研究聚焦于这一领域,但目前还没有FDA批准的选择性靶向CDK1的药物。本研究旨在通过药物再利用和利用所生成的命中分子提供的结构洞察力,开发潜在的 CDK1 选择性抑制剂。研究人员首先使用为 CDK1 建立的 3D QSAR 药理库根据拟合值筛选了来自 DrugBank、Selleckchem、Otava 和一个内部药库的约 280,000 个化合物,随后又通过 Lipinski、ADMET 和 TOPKAT 筛选器进行了筛选。利用人体 CDK1 与 NU6102 复合物的晶体结构确定了 CDK1 的结合位点,并研究了 10,310 个与该结合位点的对接。进一步分析了最佳的 55 个对接得分较高的分子,并选择了 12 个分子进行 100 ns MD 模拟,然后使用 MM-PBSA 方法计算了结合能。最后,在体外 CDK1 激酶抑制试验中测试了 10 个命中分子。其中,3 个命中分子显示出显著的 CDK1 抑制潜力,IC50 < 5 μM。这些结果表明,这些化合物将来可用于开发疗效更好、毒性更低的亚型选择性 CDK1 抑制剂。
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Discovery of Potential Inhibitors of CDK1 by Integrating Pharmacophore-Based Virtual Screening, Molecular Docking, Molecular Dynamics Simulation Studies, and Evaluation of Their Inhibitory Activity

The ability of CDK1 to compensate for the absence of other cell cycle CDKs poses a great challenge to treat cancers that overexpress these proteins. Despite several studies focusing on the area, there are no FDA-approved drugs selectively targeting CDK1. Here, the study aimed to develop potential CDK1 selective inhibitors through drug repurposing and leveraging the structural insights provided by the hit molecules generated. Approximately 280,000 compounds from DrugBank, Selleckchem, Otava and an in-house library were screened initially based on fit values using 3D QSAR pharmacophores built for CDK1 and subsequently through Lipinski, ADMET, and TOPKAT filters. 10,310 hits were investigated for docking into the binding site of CDK1 determined using the crystal structure of human CDK1 in complex with NU6102. The best 55 hits with better docking scores were further analyzed, and 12 hits were selected for 100 ns MD simulations followed by binding energy calculations using the MM-PBSA method. Finally, 10 hit molecules were tested in an in vitro CDK1 Kinase inhibition assay. Out of these, 3 hits showed significant CDK1 inhibitory potential with IC50 < 5 μM. These results indicate these compounds can be used to develop subtype-selective CDK1 inhibitors with better efficacy and reduced toxicities in the future.

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来源期刊
ACS Omega
ACS Omega Chemical Engineering-General Chemical Engineering
CiteScore
6.60
自引率
4.90%
发文量
3945
审稿时长
2.4 months
期刊介绍: ACS Omega is an open-access global publication for scientific articles that describe new findings in chemistry and interfacing areas of science, without any perceived evaluation of immediate impact.
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