Analysis of the mechanism of berberine against stomach carcinoma based on network pharmacology and experimental validation.

IF 1.5 4区 医学 Q4 ONCOLOGY Translational cancer research Pub Date : 2024-09-30 Epub Date: 2024-09-27 DOI:10.21037/tcr-24-668
Meng Wang, Zeyu Xu, Ziyang Wang, Xiaowan Xu, Yongning Sun
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Abstract

Background: Although the therapeutic effects of berberine have received some attention in recent years, its potential mechanisms underlying its action against stomach carcinoma (SC) remain unclear. In this study, we aimed to elucidate the mechanisms underlying the effects of berberine against SC using a network pharmacology and experimental verification approach.

Methods: Several publicly available databases were used to collect the targets of berberine and SC. Protein-protein interaction (PPI) network, enrichment analyses and molecular docking were performed based on the potential targets of berberine against SC. The potential clinical significance and prognostic value of the targets were predicted by using nomogram and receiver operating characteristic (ROC) analyses. Then the viability and apoptosis of SC cells treated with berberine were determined. Moreover, reactive oxygen species (ROS), mitochondrial membrane potential (MMP) and adenosine triphosphate (ATP) measurements and western blot assay were carried out to validate the predicted mechanisms.

Results: Seventy-six potential targets of berberine against SC were identified. The construction of PPI network enabled the identification of hub targets, such as AKT1, TP53, IL6, JUN and MAPK1. Enrichment analyses showed that berberine was involved in apoptosis, mitophagy, ROS metabolic process, AMPK and MAPK signaling pathway. The expression levels of hub targets also contributed to the clinical prognosis of patients with SC. Molecular docking revealed the possible patterns of direct interaction between berberine and target proteins, including AMPK, TP53 and MAPK1. Experimental results showed that berberine reduced SC cell viability, promoted apoptosis and ROS generation, and contributed to reductions in MMP and ATP levels. Western blot assay demonstrated that berberine increased AMPK and TP53 expression, while decreased phosphorylated-MAPK3/1 expression.

Conclusions: We elucidated the potential action mechanisms of berberine against SC using a network pharmacology approach. Some predicted mechanisms underlying the anti-SC effects were verified based on experimental approaches. Our findings provide a meaningful foundation for berberine as a cellular apoptosis-inducing and energy metabolism-regulating agent against SC. However, in vivo experiments and clinical studies need to be further carried out. Moreover, it is necessary to study the potential negative effects of berberine thoroughly.

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基于网络药理学和实验验证的小檗碱抗胃癌机制分析
背景:尽管近年来小檗碱的治疗效果受到了一些关注,但其对胃癌(SC)的潜在作用机制仍不清楚。在本研究中,我们旨在利用网络药理学和实验验证方法阐明小檗碱对胃癌的作用机制:方法:使用几个公开数据库收集小檗碱和SC的靶点。根据小檗碱对SC的潜在靶点,进行了蛋白-蛋白相互作用(PPI)网络、富集分析和分子对接。利用提名图和接收者操作特征(ROC)分析预测了靶点的潜在临床意义和预后价值。然后测定了小檗碱治疗 SC 细胞的存活率和凋亡率。此外,还进行了活性氧(ROS)、线粒体膜电位(MMP)和三磷酸腺苷(ATP)的测定以及 Western 印迹检测,以验证预测的机制:结果:确定了小檗碱对 SC 的 76 个潜在靶点。通过构建 PPI 网络,确定了 AKT1、TP53、IL6、JUN 和 MAPK1 等中心靶点。富集分析表明,小檗碱参与了细胞凋亡、有丝分裂、ROS 代谢过程、AMPK 和 MAPK 信号通路。枢纽靶点的表达水平也与 SC 患者的临床预后有关。分子对接揭示了小檗碱与 AMPK、TP53 和 MAPK1 等靶蛋白直接相互作用的可能模式。实验结果表明,小檗碱可降低 SC 细胞的活力,促进细胞凋亡和 ROS 生成,并有助于降低 MMP 和 ATP 水平。Western 印迹分析表明,小檗碱增加了 AMPK 和 TP53 的表达,同时降低了磷酸化-MAPK3/1 的表达:我们采用网络药理学方法阐明了小檗碱抗 SC 的潜在作用机制。结论:我们采用网络药理学方法阐明了小檗碱对 SC 的潜在作用机制,并根据实验方法验证了一些预测的抗 SC 作用机制。我们的研究结果为小檗碱作为细胞凋亡诱导剂和能量代谢调节剂抗 SC 提供了有意义的基础。然而,体内实验和临床研究还需要进一步开展。此外,有必要对小檗碱的潜在负面影响进行深入研究。
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来源期刊
CiteScore
2.10
自引率
0.00%
发文量
252
期刊介绍: Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.
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