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Identification of Novel Prognostic Biomarkers in Head and Neck Squamous Cell Carcinoma using Bioinformatics Analysis
- Source :
- Combinatorial Chemistry & High Throughput Screening. 24:1351-1363
- Publication Year :
- 2021
- Publisher :
- Bentham Science Publishers Ltd., 2021.
-
Abstract
- Background: Head and neck squamous cell carcinoma (HNSCC) is a common cancer that is characterized by a complex pathogenesis. Only limited data are available on the primary pathogenic genes and pathways in HNSCC. Objective: This study aimed to identify potential biomarkers of HNSCC and explore its underlying mechanisms. Methods: We screened differentially expressed genes (DEGs) using the Gene Expression Omnibus(GEO) database. Gene Ontology (GO) and Reactome pathway enrichment were analyzed using the STRING database. The protein-protein interaction network of the DEGs was reconstructed using Cytoscape software in STRING. The ONCOMINE and UNLCAN databases were used to identify the expression of hub genes. In addition, we employed UNLCAN to correlate tumor grade with key genes. Results: Finally, the effect of hub genes on overall survival (OS) was analyzed using the Kaplan- Meier method. In total, 22 DEGs were identified. These were related to the mitotic cell cycle, mitotic G1-G1, and S phases, G2/M transition, NOTCH signaling, and regulation of TP53 activity. Seven hub genes were screened with Cytoscape. Increased expression of five hub genes (AURKA, BIRC5, MKI67, UBE2C, and TOP2A) was related to a higher tumor grade and worse OS. Conclusion: We have identified five key genes that may help us understand the carcinogenic mechanisms related to the cell cycle in HNSCC. These genes may be used as biomarkers for survival and treatment of HNSCC.
- Subjects :
- Notch signaling pathway
Biology
03 medical and health sciences
0302 clinical medicine
Mitotic cell cycle
Databases, Genetic
Drug Discovery
Biomarkers, Tumor
medicine
Humans
Gene
Mitosis
Survival analysis
030304 developmental biology
0303 health sciences
Squamous Cell Carcinoma of Head and Neck
Gene Expression Profiling
Organic Chemistry
Computational Biology
Cancer
General Medicine
Cell cycle
Prognosis
medicine.disease
Head and neck squamous-cell carcinoma
Computer Science Applications
Gene Expression Regulation, Neoplastic
Head and Neck Neoplasms
030220 oncology & carcinogenesis
Cancer research
Subjects
Details
- ISSN :
- 13862073
- Volume :
- 24
- Database :
- OpenAIRE
- Journal :
- Combinatorial Chemistry & High Throughput Screening
- Accession number :
- edsair.doi.dedup.....864578e12d7027169f5b58aedde6dcaa
- Full Text :
- https://doi.org/10.2174/1386207323666201027120855