Turning down PI3K/AKT/mTOR signalling pathway by natural products: an in silico multi-target approach.

IF 2.3 3区 环境科学与生态学 Q3 CHEMISTRY, MULTIDISCIPLINARY
N Abd Emoniem, R M Mukhtar, H Ghaboosh, E M Elshamly, M A Mohamed, T Elsaman, A A Alzain
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引用次数: 3

Abstract

The PI3K/AKT/mTOR pathway is a significant target for cancer drug discovery. Many efforts have focused on discovering new inhibitors against key kinase proteins involved in this pathway for cancer treatment. PI3K/mTOR dual inhibitors, such as PKI-179, have been reported to be more effective than agents that act only on a single protein target. The present computational study aimed to discover triple target inhibitors against PI3K, AKT, and mTOR proteins. Accordingly, the PI3K protein bound with the ligand was used as input for e-pharmacophore modelling to generate the pharmacophore hypothesis and then screened for a library of 270,540 natural products from the Zinc database resulting in 57,220 compounds that matched the hypothesis. These compounds were then docked into the active site of PI3K, resulting in 292 compounds with better docking scores than the co-crystallized ligand. These compounds were re-docked into AKT and mTOR proteins. Besides, MM-GBSA binding free energy calculations, MD simulations, and ADMET prediction were carried out, leading to 5 potential triple-target inhibitors namely, ZINC000014644152, ZINC000014760695, ZINC000014644839, ZINC000095099451, and ZINC000005998557. In conclusion, these inhibitors may be possible leads for inhibiting PI3K/AKT/mTOR pathway, and they may be further evaluated in vitro and clinically as anticancer agents.

通过天然产物下调PI3K/AKT/mTOR信号通路:一种多靶点方法。
PI3K/AKT/mTOR通路是癌症药物发现的重要靶点。许多努力都集中在发现新的抑制剂针对关键激酶蛋白参与这一途径的癌症治疗。据报道,PI3K/mTOR双抑制剂,如PKI-179,比仅作用于单一蛋白靶点的药物更有效。目前的计算研究旨在发现针对PI3K, AKT和mTOR蛋白的三靶点抑制剂。因此,与配体结合的PI3K蛋白被用作电子药效团建模的输入,以产生药效团假设,然后从Zinc数据库中筛选270,540种天然产物,最终得到57,220种符合假设的化合物。然后将这些化合物对接到PI3K的活性位点,得到292个比共结晶配体对接得分更高的化合物。这些化合物被重新连接到AKT和mTOR蛋白上。此外,还进行了MM-GBSA结合自由能计算、MD模拟和ADMET预测,得到了5个潜在的三靶点抑制剂,分别是ZINC000014644152、ZINC000014760695、ZINC000014644839、ZINC000095099451和ZINC000005998557。综上所述,这些抑制剂可能是抑制PI3K/AKT/mTOR通路的可能线索,并可能进一步在体外和临床中作为抗癌药物进行评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.20
自引率
20.00%
发文量
78
审稿时长
>24 weeks
期刊介绍: SAR and QSAR in Environmental Research is an international journal welcoming papers on the fundamental and practical aspects of the structure-activity and structure-property relationships in the fields of environmental science, agrochemistry, toxicology, pharmacology and applied chemistry. A unique aspect of the journal is the focus on emerging techniques for the building of SAR and QSAR models in these widely varying fields. The scope of the journal includes, but is not limited to, the topics of topological and physicochemical descriptors, mathematical, statistical and graphical methods for data analysis, computer methods and programs, original applications and comparative studies. In addition to primary scientific papers, the journal contains reviews of books and software and news of conferences. Special issues on topics of current and widespread interest to the SAR and QSAR community will be published from time to time.
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