Wanghong Qi, Guoqiu Xu, Lang Tang, Chunlin Ye, Xi Liu
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引用次数: 0
Abstract
Background: Lung adenocarcinoma (LUAD) is the leading cause of cancer-related deaths globally, with over 2.2 million new cases in 2020. Despite advances in targeted therapies, challenges such as drug resistance and severe side effects persist. Thiabendazole, an antiparasitic drug, has shown potential anticancer effects in LUAD.
Methods: This study used network pharmacology, integrating single-cell RNA sequencing (scRNA-seq) data (GSE136103), GEO transcriptome datasets (GSE10072, GSE19188, GSE19804, GSE30219, GSE40791), and bioinformatics tools to explore Thiabendazole's mechanisms in LUAD. Potential targets were predicted through PubChem and SwissTargetPrediction. scRNA-seq data were analyzed using Seurat, and key genes and pathways were identified via Weighted Gene Co-expression Network Analysis (WGCNA) and multi-omics integration. Diagnostic genes were further screened using LASSO regression, Support Vector Machine (SVM), and random forest (RF) models.
Results: Single-cell analysis revealed macrophages as key targets of Thiabendazole. Transcriptomic analysis identified 2034 downregulated and 2388 upregulated genes. WGCNA found a core gene module (MEred) strongly correlated with Thiabendazole (r = 0.75, p = 2e-07). Four diagnostic genes-ACE, ALDOA, MME, and PMP22-showed high accuracy (0.982). Thiabendazole also modulated immune cell infiltration, particularly affecting macrophage activity. Molecular docking confirmed stable binding to ACE, ALDOA, and MME.
Conclusion: Thiabendazole demonstrates promising anticancer potential in LUAD, influencing key genes and immune pathways. It may serve as an effective therapeutic agent targeting both cancer cells and the tumor microenvironment.
期刊介绍:
Translational Oncology publishes the 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 oncology patients. Translational Oncology will publish laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer. Peer reviewed manuscript types include Original Reports, Reviews and Editorials.