Identification of Novel CDK 4/6 Inhibitors by High-throughput Virtual Screening

IF 1.2 4区 医学 Q4 CHEMISTRY, MEDICINAL
Abhijit Debnath, Rupa Mazumder
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Abstract

Background:: CDK4/6 plays a crucial role in regulating cell proliferation, and inhibiting this kinase can effectively prevent the initiation of cell growth and division. However, current FDAapproved CDK4/6 inhibitors have limitations such as poor bioavailability, adverse effects, high cost, and limited accessibility. Thus, this research aimed to discover novel CDK4/6 inhibitors to overcome the challenges associated with FDA-approved inhibitors. Methods:: To identify potential CDK4/6 inhibitors, we have performed structure-based virtual screening. Chem-space and Mcule databases have been screened, followed by a series of filtering steps. These steps included assessing drug-likeness, PAINS alert, synthetic accessibility scores, ADMET properties, consensus molecular docking, and performing molecular dynamics simulations. Results:: Four new compounds (CSC089414133, CSC091186116, CSC096023304, CSC101755872) have been identified as potential CDK4/6 inhibitors. These compounds exhibited strong binding affinity with CDK4/6, possessed drug-like features, showed no PAINS alert, had a low synthetic accessibility score, demonstrated effective ADMET properties, were non-toxic, and exhibited high stability. Conclusion:: Inhibiting CDK4/6 with the identified compounds may lead to reduced cell proliferation and the promotion of cancer cell death. result: Four compounds (CSC089414133, CSC091186116, CSC096023304, CSC101755872) were identified as potential CDK4/6 inhibitors. These compounds exhibited strong binding affinity at the active site of CDK4/6, possessed drug-like features, showed no PAINS alert, had a low synthetic accessibility score, demonstrated effective ADMET properties, were non-toxic, and exhibited high stability.
通过高通量虚拟筛选鉴定新型 CDK 4/6 抑制剂
背景::CDK4/6 在调节细胞增殖方面起着至关重要的作用,抑制这种激酶可有效阻止细胞开始生长和分裂。然而,目前美国 FDA 批准的 CDK4/6 抑制剂存在生物利用度低、不良反应多、成本高、可及性有限等局限性。因此,本研究旨在发现新型 CDK4/6 抑制剂,以克服与 FDA 批准的抑制剂相关的挑战。研究方法为了确定潜在的 CDK4/6 抑制剂,我们进行了基于结构的虚拟筛选。我们对 Chem-space 和 Mcule 数据库进行了筛选,然后进行了一系列过滤步骤。这些步骤包括评估药物相似性、PAINS 警告、合成可及性评分、ADMET 特性、共识分子对接以及进行分子动力学模拟。结果四个新化合物(CSC089414133、CSC091186116、CSC096023304、CSC101755872)被鉴定为潜在的 CDK4/6 抑制剂。这些化合物与 CDK4/6 有很强的结合亲和力,具有类似药物的特征,没有 PAINS 警示,合成可及性得分低,具有有效的 ADMET 特性,无毒且稳定性高。结论用已发现的化合物抑制 CDK4/6 可减少细胞增殖并促进癌细胞死亡:四个化合物(CSC089414133、CSC091186116、CSC096023304、CSC101755872)被鉴定为潜在的 CDK4/6 抑制剂。这些化合物在 CDK4/6 的活性位点上有很强的结合亲和力,具有类似药物的特征,没有 PAINS 警示,合成可及性得分较低,具有有效的 ADMET 特性,无毒且稳定性高。
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来源期刊
CiteScore
1.80
自引率
10.00%
发文量
245
审稿时长
3 months
期刊介绍: Aims & Scope Letters in Drug Design & Discovery publishes letters, mini-reviews, highlights and guest edited thematic issues in all areas of rational drug design and discovery including medicinal chemistry, in-silico drug design, combinatorial chemistry, high-throughput screening, drug targets, and structure-activity relationships. The emphasis is on publishing quality papers very rapidly by taking full advantage of latest Internet technology for both submission and review of manuscripts. The online journal is an essential reading to all pharmaceutical scientists involved in research in drug design and discovery.
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