利用多层次的计算筛选和模拟鉴定有效的细胞周期蛋白依赖性激酶3/细胞周期蛋白E抑制剂。

IF 6.3 2区 医学 Q1 BIOLOGY
Srutishree Sarma, Dikshita Dowerah, Shilpa Neog, Nishant Biswakarma, Priyanka Dutta, Gaurisankar Phukan, Ramesh Ch Deka
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引用次数: 0

摘要

细胞周期蛋白依赖性激酶3 (Cyclin-dependent kinase 3, CDK3)通过G0/G1和G1/S期调控细胞周期进程起着至关重要的作用。尽管CDK3在正常组织中广泛降低,但在多种癌症中过度表达,使其成为抗癌治疗的一个有希望的靶点。尽管具有重要意义,但目前还没有确定的CDK3抑制剂可用。方法:我们旨在通过多层计算管道,从5种有效CDK3抑制剂purvalanol a、NU6102、R547、dinaciclib和RO-3306的204个衍生物库中鉴定出CDK3/cyclin E的有效抑制剂。分子对接首先用于筛选这些候选分子,这已经成为一种阐明化合物与靶受体的结合能和相互作用的有效技术,从而在药物发现中发挥着不可或缺的作用。通过ADMET分析、全局反应性研究、100ns重复分子动力学(MD)模拟和我们自己的n层集成分子轨道和分子力学(ONIOM)计算,对对接中五个得分最高的候选分子进行了评估。对表现出最佳抑制效果的两个命中进行了扩展的1200ns MD模拟。结果和讨论:对接研究确定了五个选定的候选药物与CDK3关键残基的相互作用。全局反应性表明了受体结合的有利电子性质。MD模拟显示,MM-PBSA和niom的配体-受体相互作用稳定,结合能良好。对CID_11212010和CID_25211747两个命中进行了扩展的1200ns模拟,结果表明CID_25211747具有优异的稳定性和最小的构象波动。另外的ononom计算重现了CID_25211747与CDK3的强结合亲和力。总之,这些结果提名CID_25211747作为开发有效CDK3拮抗剂的有希望的线索,为未来的药物设计提供了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of effective cyclin-dependent kinase 3/cyclin E inhibitors using multi-level computational screening and simulation.

Introduction: Cyclin-dependent kinase 3 (CDK3) plays a crucial role in regulating cell cycle progression through the G0/G1 and G1/S phases. Although extensively lowered in normal tissue, CDK3 is overexpressed in multiple cancers, making it a promising target for anticancer therapy. Despite its significance, no established inhibitors of CDK3 are currently available.

Methods: We aimed to identify effective inhibitors of CDK3/cyclin E from a library of 204 derivatives of five potent CDK3 inhibitors-Purvalanol A, NU6102, R547, dinaciclib, and RO-3306, using a multi-tiered computational pipeline. Molecular docking was first used to screen these candidates which has emerged as an efficient technique to elucidate binding energies and interactions of compounds to target receptors, thereby playing indispensable roles in drug discovery. Five top-scoring candidates from docking were evaluated through ADMET profiling, global reactivity studies, 100ns duplicate molecular dynamics (MD) simulations and Our own N-layered Integrated molecular Orbital and molecular Mechanics (ONIOM) calculations. Two hits showing optimal inhibition were subjected to extended 1200ns MD simulations.

Results and discussion: Docking studies identified interactions of the five selected candidates with crucial residues of CDK3. Global reactivity suggested favourable electronic properties for receptor binding. MD simulations, MM-PBSA and ONIOM revealed stable ligand-receptor interactions and favourable binding energetics. Extended 1200ns simulations of the two hits, CID_11212010 and CID_25211747, demonstrated exceptional stability of CID_25211747 with minimal conformational fluctuation. Additional ONIOM calculations reproduced the strong binding affinity of CID_25211747 with CDK3. Collectively, these results nominate CID_25211747 as a promising lead towards the development of effective CDK3 antagonists, offering valuable insight for future drug design.

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来源期刊
Computers in biology and medicine
Computers in biology and medicine 工程技术-工程:生物医学
CiteScore
11.70
自引率
10.40%
发文量
1086
审稿时长
74 days
期刊介绍: Computers in Biology and Medicine is an international forum for sharing groundbreaking advancements in the use of computers in bioscience and medicine. This journal serves as a medium for communicating essential research, instruction, ideas, and information regarding the rapidly evolving field of computer applications in these domains. By encouraging the exchange of knowledge, we aim to facilitate progress and innovation in the utilization of computers in biology and medicine.
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