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通过天然产物抑制 PI3K/AKT/mTOR 信号通路:一种基于计算机的多靶点方法。

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

机构信息

Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Gezira, Gezira, Sudan.

Department of Pharmaceutics, Faculty of Pharmacy, University of Gezira, Gezira, Sudan.

出版信息

SAR QSAR Environ Res. 2023 Feb;34(2):163-182. doi: 10.1080/1062936X.2023.2181392.

DOI:10.1080/1062936X.2023.2181392
PMID:36853097
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.

摘要

PI3K/AKT/mTOR 通路是癌症药物发现的重要靶点。许多研究都集中在发现新的抑制剂上,以针对该通路中的关键激酶蛋白,用于癌症治疗。PI3K/mTOR 双重抑制剂,如 PKI-179,已被报道比仅作用于单个蛋白靶标的药物更有效。本计算研究旨在发现针对 PI3K、AKT 和 mTOR 蛋白的三重靶标抑制剂。相应地,将与配体结合的 PI3K 蛋白用作输入,进行 e-pharmacophore 建模以生成药效团假设,然后从 Zinc 数据库中筛选出 270540 种天然产物库,得到 57220 种符合假设的化合物。然后将这些化合物对接至 PI3K 的活性位点,得到 292 种对接得分优于共晶配体的化合物。这些化合物随后被重新对接至 AKT 和 mTOR 蛋白。此外,还进行了 MM-GBSA 结合自由能计算、MD 模拟和 ADMET 预测,得出了 5 种潜在的三重靶标抑制剂,分别为 ZINC000014644152、ZINC000014760695、ZINC000014644839、ZINC000095099451 和 ZINC000005998557。总之,这些抑制剂可能是抑制 PI3K/AKT/mTOR 通路的潜在先导化合物,它们可能会进一步在体外和临床中作为抗癌药物进行评估。

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