基于网络药理学和生物信息学探索森佩尔韦林抑制胶质母细胞瘤侵袭的机制

IF 4.3 3区 医学 Q2 CHEMISTRY, MEDICINAL Pharmaceuticals Pub Date : 2024-10-02 DOI:10.3390/ph17101318
Bingqiang Zhang, Wenyi Wang, Yu Song, Huixian Chen, Xinxin Lin, Jingjing Chen, Ying Chen, Jinfang Huang, Desen Li, Shuisheng Wu
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引用次数: 0

摘要

背景:侵袭是胶质母细胞瘤(GBM)恶性肿瘤的一个重要特征,也是一个重要的预后因素。森佩尔韦林(SPV)是一种育亨宾类生物碱,在之前的研究中已被证实可抑制 GBM 细胞增殖,并发现其具有潜在的抗侵袭作用,但其抗侵袭的机制尚不清楚。研究方法为了探索SPV抑制GBM细胞侵袭的药效学机制,我们结合网络药理学和生物信息学对SPV进行了全面的探索性分析,并在体外对其机制进行了验证。结果首先,我们从公共数据库中收集了 SPV 的靶点和侵袭相关基因。此外,还从癌症基因组图谱(The Cancer Genome Atlas,TCGA)中获取 GBM 样本,分析差异表达基因(DEGs)。然后,通过这三个基因集的交叉得到了 SPV 抑制 GBM 侵袭的相关靶点(SIGI)。进一步的 GO 和 KEGG 分析表明,SIGI 的靶点大量富集在 AKT 信号通路中。随后,基于机器学习的方法,利用 TCGA 和基因表达总库(GEO)中的 GBM 样本构建了 SIGI 相关靶点的临床预后模型。成功构建了一个四基因模型(DUSP6、BMP2、MMP2和MMP13),其中MMP2和MMP13在分子对接中的Vina得分较高,可能是SIGI的主要靶点。然后,通过侵袭、迁移和粘附实验证实了 SIGI 的作用,其作用涉及 p-AKT、MMP2 和 MMP13 的表达变化。最后,结合 AKT 激活剂(SC79)和抑制剂(MK2206),我们进一步证实了 SPV 通过 AKT 磷酸化抑制 GBM 的侵袭。结论:本研究为了解 SPV 对 AKT 磷酸化的调控和 GBM 侵袭的抑制作用提供了有价值的预期观点。
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Exploring the Mechanism of Sempervirine Inhibiting Glioblastoma Invasion Based on Network Pharmacology and Bioinformatics.

Background: Invasion is an important characteristic of the malignancy of glioblastoma (GBM) and a significant prognostic factor. Sempervirine (SPV), a yohimbine-type alkaloid, has been proven to inhibit GBM cells proliferation in previous research and found to have a potential effect in anti-invasion, but its mechanism of anti-invasion is still unknown. Methods: To explore its pharmacodynamics in inhibiting GBM cell invasion in this study, we combined network pharmacology and bioinformatics to comprehensive exploratory analysis of SPV and verified the mechanism in vitro. Results: Firstly, targets of SPV and invasion-related genes were collected from public databases. Moreover, GBM samples were obtained to analyze differentially expressed genes (DEGs) from The Cancer Genome Atlas (TCGA). Then, the relevant targets of SPV inhibiting GBM invasion (SIGI) were obtained through the intersection of the three gene sets. Further, GO and KEGG analysis showed that the targets of SIGI were heavily enriched in the AKT signaling pathway. Subsequently, based on the method of machine learning, a clinical prognostic model of the relevant targets of SIGI was constructed using GBM samples from TCGA and the Gene Expression Omnibus (GEO). A four-genes model (DUSP6, BMP2, MMP2, and MMP13) was successfully constructed, and Vina Scores of MMP2 and MMP13 in molecular docking were higher, which may be the main targets of SIGI. Then, the effect of SIGI was confirmed via functional experiments on invasion, migration, and adhesion assay, and the effect involved changes in the expressions of p-AKT, MMP2 and MMP13. Finally, combined with AKT activator (SC79) and inhibitor (MK2206), we further confirmed that SPV inhibits GBM invasion through AKT phosphorylation. Conclusions: This study provides valuable and an expected point of view into the regulation of AKT phosphorylation and inhibition of GBM invasion by SPV.

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来源期刊
Pharmaceuticals
Pharmaceuticals Pharmacology, Toxicology and Pharmaceutics-Pharmaceutical Science
CiteScore
6.10
自引率
4.30%
发文量
1332
审稿时长
6 weeks
期刊介绍: Pharmaceuticals (ISSN 1424-8247) is an international scientific journal of medicinal chemistry and related drug sciences.Our aim is to publish updated reviews as well as research articles with comprehensive theoretical and experimental details. Short communications are also accepted; therefore, there is no restriction on the maximum length of the papers.
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