Investigating the inhibitory potential of natural bioactive compounds against cyclin-dependent kinase 13: virtual high throughput screening and MD simulation studies to target CDK signaling.

IF 2.6 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Journal of Receptors and Signal Transduction Pub Date : 2024-11-23 DOI:10.1080/10799893.2024.2430495
Zehra, Farah Anjum, Talha Jawaid, Romana Ishrat, Md Imtaiyaz Hassan
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Abstract

Cyclin-dependent kinase 13 (CDK13) belongs to the cyclin-dependent kinase (CDK) family that is actively involved in transcription regulation and RNA splicing. CDK13 binds with its partner, cyclin K, to regulate several biological processes. CDK13 and cyclin K complex phosphorylates RNA pol II carboxyl-terminal domain (CTD) at several serine residues, creating transcription elongation. The upregulation of the kinase contributes to tumor growth and cell proliferation, and is highly associated with various cancers, including skin, stomach, and ovarian. Thus, it can be considered an efficient therapeutic target for the development of drugs against cancer. In this work, a virtual high throughput screening (vHTS) of the ZINC library was carried out to elucidate the initial potent compounds. Further, filters were applied to identify the hit compounds among the ∼90,000 compound library. Based on the docking scores and binding affinity, the top 100 hits were elucidated, and they were further narrowed down to 50 compounds based on ADMET and Lipinski's RO5 filter. Finally, 10 compounds were chosen that showed appreciable biological activity. Among them, ZINC02136558 was selected as a potent lead compound that showed strong interaction with the amino acid residues of active and binding sites of CDK13. Furthermore, the all-atom molecular dynamic simulation was performed at 200 ns to explore the dynamic evolution of the system. Finally, the results showed that the ZINC02136558 may be considered as a potential lead molecule to inhibit CDK13 and implicated in therapeutic management of cancer and associated diseases.

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研究天然生物活性化合物对细胞周期蛋白依赖性激酶 13 的抑制潜力:针对 CDK 信号转导的虚拟高通量筛选和 MD 模拟研究。
细胞周期蛋白依赖性激酶 13(CDK13)属于细胞周期蛋白依赖性激酶(CDK)家族,它积极参与转录调控和 RNA 剪接。CDK13 与其伙伴细胞周期蛋白 K 结合,调节多个生物过程。CDK13 和细胞周期蛋白 K 复合物会使 RNA pol II 羧基末端结构域(CTD)的多个丝氨酸残基磷酸化,从而导致转录延长。激酶的上调有助于肿瘤生长和细胞增殖,与皮肤癌、胃癌和卵巢癌等多种癌症密切相关。因此,它可被视为开发抗癌药物的有效治疗靶点。在这项工作中,对 ZINC 库进行了虚拟高通量筛选(vHTS),以阐明最初的强效化合物。此外,还采用了筛选方法,从∼90,000 个化合物库中找出了命中化合物。根据对接得分和结合亲和力,阐明了前 100 个命中化合物,并根据 ADMET 和 Lipinski 的 RO5 过滤器将其进一步缩小到 50 个化合物。最后,选出了 10 个具有显著生物活性的化合物。其中,ZINC02136558 被选为强效先导化合物,它与 CDK13 活性位点和结合位点的氨基酸残基有很强的相互作用。此外,还进行了 200 ns 的全原子分子动态模拟,以探索系统的动态演化。最后,研究结果表明,ZINC02136558 可被视为抑制 CDK13 的潜在先导分子,并可用于癌症及相关疾病的治疗。
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来源期刊
Journal of Receptors and Signal Transduction
Journal of Receptors and Signal Transduction 生物-生化与分子生物学
CiteScore
6.60
自引率
0.00%
发文量
19
审稿时长
>12 weeks
期刊介绍: Journal of Receptors and Signal Tranduction is included in the following abstracting and indexing services: BIOBASE; Biochemistry and Biophysics Citation Index; Biological Abstracts; BIOSIS Full Coverage Shared; BIOSIS Previews; Biotechnology Abstracts; Current Contents/Life Sciences; Derwent Chimera; Derwent Drug File; EMBASE; EMBIOLOGY; Journal Citation Reports/ Science Edition; PubMed/MedLine; Science Citation Index; SciSearch; SCOPUS; SIIC.
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