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一种虚拟筛选研究,旨在鉴定具有细胞周期蛋白依赖性激酶 9 抑制活性的天然生物活性化合物。

A virtual screening investigation to identify bioactive natural compounds as potential inhibitors of cyclin-dependent kinase 9.

机构信息

Department of Pharmacognosy, College of Pharmacy, King Khalid University (KKU), Abha, Saudi Arabia.

Department of Computer Science, Jamia Millia Islamia, New Delhi, India.

出版信息

J Biomol Struct Dyn. 2023 Nov;41(19):10202-10213. doi: 10.1080/07391102.2022.2153921. Epub 2022 Dec 23.

Abstract

Cyclin-dependent kinase 9 (CDK9) is a transcription-associated protein involved in controlling the cell cycle and is often deregulated in stress conditions. CDK9 is being studied as a well-known druggable target for developing effective therapeutics against a wide range of cancer, cardiac dysfunction and inflammatory diseases. Owing to the significance of CDK9 in the etiology of hematological and solid malignancies, its structure, biological activity, regulation and its pharmacological inhibition are being explored for therapeutic management of cancer. We employed a structure-based virtual high-throughput screening of bioactive compounds from the IMPPAT database to discover potential bioactive inhibitors of CDK9. The preliminary results were obtained from the Lipinski criteria, ADMET parameters and sorting compounds without any PAINS patterns. Subsequently, binding affinity and selectivity analyses were used to find effective CDK9 hits. This screening resulted in the identification of two natural compounds, Glabrene and Guggulsterone with high affinity and specificity for the CDK9 binding site. Both compounds exhibit drug-like characteristics, as projected by ADMET analysis, physicochemical data and PASS evaluation. Both compounds preferentially bind to the ATP-binding pocket of CDK9 and interact with functionally important residues. Further, the dynamics and consistency of CDK9 interaction with Glabrene and Guggulsteron were evaluated through all-atom molecular dynamic (MD) simulations which suggested the stability of both complexes. The results might be deployed to introduce novel CDK9 inhibitors that may treat life-threatening diseases, including cancer.Communicated by Ramaswamy H. Sarma.

摘要

细胞周期蛋白依赖性激酶 9(CDK9)是一种与转录相关的蛋白,参与控制细胞周期,在应激条件下常发生失调。CDK9 作为一种已知的可成药靶点,正在被研究用于开发针对广泛的癌症、心脏功能障碍和炎症性疾病的有效治疗方法。由于 CDK9 在血液系统恶性肿瘤和实体恶性肿瘤的发病机制中的重要性,其结构、生物活性、调节及其药理学抑制作用正在被探索用于癌症的治疗管理。我们采用基于结构的虚拟高通量筛选 IMPPAT 数据库中的生物活性化合物,以发现潜在的 CDK9 生物活性抑制剂。初步结果来自于 Lipinski 标准、ADMET 参数和不包含任何 PAINS 模式的化合物排序。随后,进行结合亲和力和选择性分析以寻找有效的 CDK9 命中物。该筛选确定了两种天然化合物,即 Glabrene 和 Guggulsterone,它们对 CDK9 结合位点具有高亲和力和特异性。这两种化合物都表现出药物样特征,这是通过 ADMET 分析、物理化学数据和 PASS 评估预测的。这两种化合物都优先与 CDK9 的 ATP 结合口袋结合,并与功能上重要的残基相互作用。此外,通过全原子分子动力学(MD)模拟评估了 CDK9 与 Glabrene 和 Guggulsteron 相互作用的动力学和一致性,这表明了这两个复合物的稳定性。这些结果可能被用于引入新的 CDK9 抑制剂,这些抑制剂可能治疗危及生命的疾病,包括癌症。由 Ramaswamy H. Sarma 传达。

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