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从海洋天然产物中鉴定新型细胞周期蛋白依赖性激酶4/6抑制剂

Identification of novel cyclin-dependent kinase 4/6 inhibitors from marine natural products.

作者信息

Debnath Abhijit, Mazumder Rupa, Singh Anil Kumar, Singh Rajesh Kumar

机构信息

Noida Institute of Engineering and Technology [Pharmacy Institute], Institutional Area, Greater Noida, Uttar Pradesh, India.

Department of Dravyaguna, Institute of Medical Sciences, Banaras Hindu University, Varanasi, India.

出版信息

PLoS One. 2025 Jan 15;20(1):e0313830. doi: 10.1371/journal.pone.0313830. eCollection 2025.

Abstract

Cyclin-dependent kinases 4 and 6 (CDK4/6) are crucial regulators of cell cycle progression and represent important therapeutic targets in breast cancer. This study employs a comprehensive computational approach to identify novel CDK4/6 inhibitors from marine natural products. We utilized structure-based virtual screening of the CMNPD database and MNP library, followed by rigorous filtering based on drug-likeness criteria, PAINS filter, ADME properties, and toxicity profiles. From an initial hit of 9,497 compounds, 2,344 passed drug-likeness and PAINS filters. Further ADME filtering yielded 50 compounds, of which 25 exhibited non-toxic profiles. These 25 candidates underwent consensus molecular docking using seven distinct algorithms: AutoDockTools 4.2, idock, LeDock, Qvina 2, Smina, AutoDock Vina 1.2.0, PLANTS, and rDock. Based on these results, six top-scoring compounds were selected for comprehensive 500 nanosecond all-atom molecular dynamics simulations to evaluate their structural stability and interactions with CDK4/6. Our analysis revealed that compounds CMNPD11585 and CMNPD2744 demonstrated superior stability in their interactions with CDK4/6, exhibiting lower RMSD and RMSF values, more favorable binding free energies, and persistent hydrogen bonding patterns. These compounds also showed lower Solvent Accessible Surface Area values, indicating better compatibility with the CDK4/6 active site. Subsequent in-vitro studies using MTT assays on MCF-7 breast cancer cells confirmed the cytotoxic effects of these compounds, with CMNPD11585 showing the highest potency, followed by CMNPD2744.

摘要

细胞周期蛋白依赖性激酶4和6(CDK4/6)是细胞周期进程的关键调节因子,也是乳腺癌重要的治疗靶点。本研究采用综合计算方法从海洋天然产物中鉴定新型CDK4/6抑制剂。我们利用基于结构的CMNPD数据库和MNP库虚拟筛选,随后根据类药性标准、PAINS过滤器、ADME性质和毒性概况进行严格筛选。从最初的9497种化合物中,有2344种通过了类药性和PAINS过滤器。进一步的ADME筛选产生了50种化合物,其中25种表现出无毒特征。这25种候选化合物使用七种不同算法进行了一致性分子对接:AutoDockTools 4.2、idock、LeDock、Qvina 2、Smina、AutoDock Vina 1.2.0、PLANTS和rDock。基于这些结果,选择了六种得分最高的化合物进行全面的500纳秒全原子分子动力学模拟,以评估它们与CDK4/6的结构稳定性和相互作用。我们的分析表明,化合物CMNPD11585和CMNPD2744在与CDK4/6的相互作用中表现出卓越的稳定性,具有较低的均方根偏差(RMSD)和均方根波动(RMSF)值、更有利的结合自由能以及持续的氢键模式。这些化合物还显示出较低的溶剂可及表面积值,表明与CDK4/6活性位点具有更好的兼容性。随后在MCF-7乳腺癌细胞上使用MTT试验进行的体外研究证实了这些化合物的细胞毒性作用,其中CMNPD11585的效力最高,其次是CMNPD2744。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9f84/11734976/2a851f4445eb/pone.0313830.g001.jpg

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