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pmid:37932969
CALM3 affects the prognosis of leukemia and hemorrhoids.
Jie He · Zhijie Ni · Zhongbo Li
Medicine · 2023 doi:10.1097/MD.0000000000036027
Paper
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Experiment
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Data
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Analysis
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Execution
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Complete file
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The hemorrhoids dataset GSE154650 and leukemia dataset GSE26294 were downloaded from GEO databases generated by GPL20301 and GPL571.The R package limma was used to screen differentially expressed genes (DEDs). Weighted gene co-expression network analysis (WGCNA) was performed. The construction and analysis of protein-protein interaction (PPI) network, functional enrichment analysis, Gene Set Enrichment Analysis (GSEA) and comparative toxicogenomics database (CTD) analysis were performed. TargetScan was used to screen miRNAs regulating central DEGs. It was verified by western blot basic cell assay. A total of 125 DEGs were co-identified. According to the GO analysis, they are mainly enriched in small molecule catabolic processes, skin development, and chemokine receptor binding. The KEGG analysis results show that the target cells are mainly enriched in the interaction of cytokines and cytokine receptors, as well as butyric acid metabolism. The GSEA analysis results indicate enrichment in small molecule catabolic processes, skin development, and chemokine receptor binding. Six core genes (CALM3, ACE2, PPARGC1A, XCR1, CFTR, PRKCA) were identified. We found that the core gene CALM3 is highly expressed in hemorrhoid samples, low in leukemia samples, and has low expression in normal samples, which may play a regulatory role in hemorrhoids and leukemia. Immunoinfiltration results showed a higher proportion of T_cells_CD4_memory_resting and a correlation with T_cells_CD8. WB experiment verified the result. CALM3 expression is low in leukemia, and the lower the expression is, the worse the prognosis is. 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It was verified by western blot basic cell assay. A total of 125 DEGs were c", ". DEGs = differential epigenetic genes. 3.9. Western blotting experimental results In comparison to the co", "the Leukemia_KO group (Fig. 11). Results of Western blotting test for leukemia. Similarly, when compared", "e Hemorrhoids_KO group (Fig. 12). Results of Western blotting test for hemorrhoids."], "order_basis": "paper_text_order:913", "id": "assay:1"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["The R package “limma” was employed for probe summarization and background correction of the matrices from GSE154650 and GSE26294."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}