{"title":"Based on network pharmacology and experimental validation, berberine can inhibit the progression of gastric cancer by modulating oxidative stress.","authors":"Xiaodong Han, Qiuzan Zhang, Dandan Cao, Yanrong Wang, Sipu Wang, Qijin He, Jingwen Zhao, Xin Chen","doi":"10.21037/tcr-24-732","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Gastric cancer (GC) is marked by high incidence, malignancy, and poor prognosis. Understanding its development mechanisms and discovering effective drugs are urgent needs. Elevated oxidative stress levels in GC patients have been linked to disease progression. Berberine, an isoquinoline alkaloid from <i>Coptis chinensis</i>, exhibits strong anti-GC properties without notable side effects. However, its impact and mechanisms regarding oxidative stress in GC remain unclear. This study aims to explore berberine's anti-GC mechanisms through network pharmacology and validate findings via <i>in vitro</i> experiments.</p><p><strong>Methods: </strong>Berberine's target genes were sourced from the Traditional Chinese Medicine Systems Pharmacology (TCMSP) and Comparative Toxicogenomics Database (CTD). GC-related targets were gathered from GeneCards, Online Mendelian Inheritance in Man (OMIM), PharmGkb, the Therapeutic Target Database (TTD), and DrugBank. The intersection of these targets facilitated the construction of a \"drug-disease-target\" network using Cytoscape 3.9.1. A protein-protein interaction (PPI) network was developed via the STRING database, and core targets were identified through visualization and topological analysis. Gene Ontology (GO) functional and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed using R. Subsequently, <i>in vitro</i> experiments validated the pharmacology predictions, evaluating berberine's effects on AGS and MKN45 GC cell viability and migration through Cell Counting Kit-8 (CCK-8) and cell scratch assays. The impact of berberine on reactive oxygen species (ROS), malondialdehyde (MDA), and superoxide dismutase (SOD) levels was assessed using specific detection kits. Additionally, the influence of berberine on oxidative stress-related signaling pathways nuclear factor erythroid 2-related factor 2 (Nrf2)/heme oxygenase-1 (HO-1), hypoxia-inducible factor-1α (HIF-1α), and epithelial-mesenchymal transition (EMT) was assessed through Western blot analysis.</p><p><strong>Results: </strong>Network pharmacology analysis identified 281 targets for berberine and 8,953 targets related to GC, revealing 224 common targets. GO enrichment analysis encompassed 3,001 biological processes, with the top 10 including responses to external biotic stimuli, oxidative stress, nutrient levels, chemical stress, oxygen levels, and hypoxia. Additionally, 122 cellular components and 213 molecular functions were identified. KEGG pathway enrichment analysis indicated 176 related signaling pathways, with key pathways for berberine's anti-GC effects potentially including phosphatidylinositol 3-kinase (PI3K)/protein kinase B (AKT), forkhead box O (FOXO), and HIF-1. <i>In vitro</i> experiments demonstrated that berberine significantly inhibited GC cell activity and migration, increased intracellular levels of ROS and MDA, reduced levels of SOD, and suppressed the expression of Nrf2/HO-1, HIF-1α, and EMT pathway proteins.</p><p><strong>Conclusions: </strong>Regulation of oxidative stress may be one of the key mechanisms by which berberine inhibits the progression of gastric cancer.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"14 1","pages":"554-568"},"PeriodicalIF":1.5000,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11833373/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational cancer research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/tcr-24-732","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/12/16 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Gastric cancer (GC) is marked by high incidence, malignancy, and poor prognosis. Understanding its development mechanisms and discovering effective drugs are urgent needs. Elevated oxidative stress levels in GC patients have been linked to disease progression. Berberine, an isoquinoline alkaloid from Coptis chinensis, exhibits strong anti-GC properties without notable side effects. However, its impact and mechanisms regarding oxidative stress in GC remain unclear. This study aims to explore berberine's anti-GC mechanisms through network pharmacology and validate findings via in vitro experiments.
Methods: Berberine's target genes were sourced from the Traditional Chinese Medicine Systems Pharmacology (TCMSP) and Comparative Toxicogenomics Database (CTD). GC-related targets were gathered from GeneCards, Online Mendelian Inheritance in Man (OMIM), PharmGkb, the Therapeutic Target Database (TTD), and DrugBank. The intersection of these targets facilitated the construction of a "drug-disease-target" network using Cytoscape 3.9.1. A protein-protein interaction (PPI) network was developed via the STRING database, and core targets were identified through visualization and topological analysis. Gene Ontology (GO) functional and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed using R. Subsequently, in vitro experiments validated the pharmacology predictions, evaluating berberine's effects on AGS and MKN45 GC cell viability and migration through Cell Counting Kit-8 (CCK-8) and cell scratch assays. The impact of berberine on reactive oxygen species (ROS), malondialdehyde (MDA), and superoxide dismutase (SOD) levels was assessed using specific detection kits. Additionally, the influence of berberine on oxidative stress-related signaling pathways nuclear factor erythroid 2-related factor 2 (Nrf2)/heme oxygenase-1 (HO-1), hypoxia-inducible factor-1α (HIF-1α), and epithelial-mesenchymal transition (EMT) was assessed through Western blot analysis.
Results: Network pharmacology analysis identified 281 targets for berberine and 8,953 targets related to GC, revealing 224 common targets. GO enrichment analysis encompassed 3,001 biological processes, with the top 10 including responses to external biotic stimuli, oxidative stress, nutrient levels, chemical stress, oxygen levels, and hypoxia. Additionally, 122 cellular components and 213 molecular functions were identified. KEGG pathway enrichment analysis indicated 176 related signaling pathways, with key pathways for berberine's anti-GC effects potentially including phosphatidylinositol 3-kinase (PI3K)/protein kinase B (AKT), forkhead box O (FOXO), and HIF-1. In vitro experiments demonstrated that berberine significantly inhibited GC cell activity and migration, increased intracellular levels of ROS and MDA, reduced levels of SOD, and suppressed the expression of Nrf2/HO-1, HIF-1α, and EMT pathway proteins.
Conclusions: Regulation of oxidative stress may be one of the key mechanisms by which berberine inhibits the progression of gastric cancer.
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.