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Identification of pivotal genes associated with the prognosis of gastric carcinoma through integrated analysis
- Source :
- Bioscience Reports
- Publication Year :
- 2020
-
Abstract
- Purpose: Detecting and diagnosing gastric cancer (GC) during its early period remains greatly difficult. Our analysis was performed to detect core genes correlated with GC and explore their prognostic values. Methods: Microarray datasets from the Gene Expression Omnibus (GEO) (GSE54129) and The Cancer Genome Atlas (TCGA)-stomach adenocarcinoma (STAD) datasets were applied for common differentially co-expressed genes using differential gene expression analysis and Weighted Gene Co-expression Network Analysis (WGCNA). Functional enrichment analysis and protein–protein interaction (PPI) network analysis of differentially co-expressed genes were performed. We identified hub genes via the CytoHubba plugin. Prognostic values of hub genes were explored. Afterward, Gene Set Enrichment Analysis (GSEA) was used to analyze survival-related hub genes. Finally, the tumor-infiltrating immune cell (TIC) abundance profiles were estimated. Results: Sixty common differentially co-expressed genes were found. Functional enrichment analysis implied that cell–cell junction organization and cell adhesion molecules were primarily enriched. Hub genes were identified using the degree, edge percolated component (EPC), maximal clique centrality (MCC), and maximum neighborhood component (MNC) algorithms, and serpin family E member 1 (SERPINE1) was highly associated with the prognosis of GC patients. Moreover, GSEA demonstrated that extracellular matrix (ECM) receptor interactions and pathways in cancers were correlated with SERPINE1 expression. CIBERSORT analysis of the proportion of TICs suggested that CD8+ T cell and T-cell regulation were negatively associated with SERPINE1 expression, showing that SERPINE1 may inhibit the immune-dominant status of the tumor microenvironment (TME) in GC. Conclusions: Our analysis shows that SERPINE1 is closely correlated with the tumorigenesis and progression of GC. Furthermore, SERPINE1 acts as a candidate therapeutic target and prognostic biomarker of GC.
- Subjects :
- 0301 basic medicine
Microarray
Bioinformatics
Cell
Biophysics
Computational biology
Biology
CD8-Positive T-Lymphocytes
medicine.disease_cause
Biochemistry
03 medical and health sciences
0302 clinical medicine
Stomach Neoplasms
Differential gene expression analysis
Gene expression
Plasminogen Activator Inhibitor 1
medicine
Biomarkers, Tumor
Tumor Microenvironment
Humans
Protein Interaction Maps
Molecular Biology
Gene
Research Articles
Cancer
Weighted gene coexpression network analysis
Tumor microenvironment
Protein-protein interaction network
Carcinoma
Cell Biology
medicine.disease
Prognosis
030104 developmental biology
medicine.anatomical_structure
030220 oncology & carcinogenesis
Adenocarcinoma
Tumor-infiltrating immune cell
Carcinogenesis
Gastric cancer
Subjects
Details
- ISSN :
- 15734935
- Volume :
- 41
- Issue :
- 4
- Database :
- OpenAIRE
- Journal :
- Bioscience reports
- Accession number :
- edsair.doi.dedup.....b587ca76b646d464e07122e34b965caf