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使用电子药效团建模和分子动力学模拟鉴定植物分子作为异构体和突变特异性PI3K-α抑制剂以预防乳腺癌

Identification of phytomolecules as isoform and mutation specific PI3K-α inhibitor for protection against breast cancer using e-pharmacophore modeling and molecular dynamics simulations.

作者信息

Mili Ajay, Birangal Sumit, Giridhar Jyothi, Nandakumar Krishnadas, Lobo Richard

机构信息

Department of Pharmacognosy, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.

Department of Pharmaceutical Chemistry, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.

出版信息

BMC Chem. 2024 Dec 18;18(1):241. doi: 10.1186/s13065-024-01317-w.

Abstract

PI3K-α mutation plays a critical role in cancer development, notably in breast cancer, particularly within HR + /HER2- subtypes. These mutations drive tumor growth and survival by activating the PI3K/AKT/mTOR pathway, which is essential for cell proliferation and survival. Our research aimed to identify natural compounds that can inhibit mutant and specific isoforms of PI3K-α to prevent tumor progression. e-Pharmacophore model was generated using Receptor-Ligand complex using the Inavolisib drug (PDB:8EXV) and phase screening was performed using the Molport database of natural compounds. Through molecular docking studies we identified seven promising compounds for further molecular dynamics simulations. Among these, three compounds-STOCK1N-85097, STOCK1N-85998, and STOCK1N-86060-showed significant stability and interaction with PI3K-α. These compounds demonstrated favorable results in several parameters, including RMSD, RMSF, Rg, SASA, PCA, FEL, and total energy evaluations. Therefore, these compounds are projected to function as PI3K-α inhibitors and because of its natural origin it can possess fewer side effects than the conventional medicine, which should be validated by proper in vivo and in vitro models.

摘要

PI3K-α 突变在癌症发展中起着关键作用,尤其是在乳腺癌中,特别是在 HR + /HER2- 亚型中。这些突变通过激活对细胞增殖和存活至关重要的 PI3K/AKT/mTOR 通路来驱动肿瘤生长和存活。我们的研究旨在鉴定能够抑制 PI3K-α 的突变体和特定异构体以防止肿瘤进展的天然化合物。使用 Inavolisib 药物(PDB:8EXV)的受体-配体复合物生成电子药效团模型,并使用天然化合物的 Molport 数据库进行相筛选。通过分子对接研究,我们确定了七种有前景的化合物用于进一步的分子动力学模拟。其中,三种化合物——STOCK1N-85097、STOCK1N-85998 和 STOCK1N-86060——显示出与 PI3K-α 具有显著的稳定性和相互作用。这些化合物在包括均方根偏差(RMSD)、均方根波动(RMSF)、回旋半径(Rg)、溶剂可及表面积(SASA)、主成分分析(PCA)、自由能景观(FEL)和总能量评估等几个参数中都显示出良好的结果。因此,预计这些化合物可作为 PI3K-α 抑制剂发挥作用,并且由于其天然来源,与传统药物相比可能具有更少的副作用,这应该通过适当的体内和体外模型进行验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa6f/11657504/b6eff41e2d1a/13065_2024_1317_Fig1_HTML.jpg

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