Single-cell analyses EMP1 as a marker of the ratio of M1/M2 macrophages is associated with EMT, immune infiltration, and prognosis in bladder cancer
Infiltration (HVAC)
DOI:
10.14440/bladder.2023.852
Publication Date:
2023-12-18T02:06:45Z
AUTHORS (6)
ABSTRACT
Background: Bladder cancer is among the most lethal urinary system cancers across globe. Macrophage 1 and 2 play an essential role in pathogenesis of tumors. Nevertheless, prior studies failed to investigate implication two cells, working combination, development, growth, progression metastasis bladder cancer.   Methods: We computed M1/M2 ratio samples retrieved from The Cancer Genome Atlas (TCGA) by using Cibersortx algorithm calculated 32 patients our series employing flow cytometry. SurvivalRandomForest was utilized reduce dimension list M1/M2-related genes, with aim obtain survival-predictive gene (EMP1) encoding epithelial membrane protein (EMP1). EMP1 biologically characterized Gene Set Enrichment Analysis (GSEA), Variation (GSVA), Ontology (GO). single-cell transcriptome (sc-RNA) analysis then applied further look into function of EMP1. Finally, Cellchat employed examine interaction between macrophages epithelium cells. Results: The results showed that higher found be associated a more favorable prognosis cancer. EMP1 was identified key indicative higher EMP1 expression poor prognosis. Further analyses that EMP1 might promote tumor invasion via epithelial-mesenchymal transition (EMT) focal adhesion (FA). Moreover, expression level of EMP1 could serve as indicator immunotherapy efficacy. scRNA-seq data indicated that EMP1 in cells strongly proliferation. exhibited through fibronectin 1-syndecan (FN1-SDC1) pathway. Conclusion: Our study identified EMP1, gene, which may act prognostic for proliferation, metastasis, response immunotherapy. EMP1 might involved regulation on ratio. 
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