28 September 2019 : Meta-Analysis
Weighted Gene Co-Expression Network Analysis Identifies Hub Genes Associated with Occurrence and Prognosis of Oral Squamous Cell Carcinoma
You Ge1ABCDEF, Wei Li1ACF, Qian Ni1BD, Yan He1BD, Jinjin Chu1BF, Pingmin Wei1ACG*DOI: 10.12659/MSM.916025
Med Sci Monit 2019; 25:7272-7288
Abstract
BACKGROUND: The aim of this study was to identify biomarkers closely related to the pathogenesis and prognosis of oral squamous cell carcinoma (OSCC) by using weighted gene co-expression network analysis (WGCNA) based on integrative transcriptome datasets.
MATERIAL AND METHODS: Gene expression profiles of OSCC were downloaded from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were obtained and we then performed with Gene ontology (GO) and pathway enrichment analysis as well as protein–protein interactions (PPI) network analysis. WGCNA was used to construct the co-expression network. Multipart results were intersected to acquire the candidate genes, and survival analysis was used to identify the hub genes.
RESULTS: A total of 568 DEGs, including 272 upregulated genes and 296 downregulated genes, were identified. GO and pathway analyses revealed that these DEGs were mainly enriched in extracellular matrix (ECM), ECM organization, structural constituent of muscle, and ECM-receptor interaction. The PPI network of DEGs was established, comprising 428 nodes and 1944 edges. In the co-expression network, pink module was the key module, in which 34 genes with high connectivity were identified. After the intersection of multipart results, 24 common genes were chosen as the candidate genes, among which 7 hub genes (PLAU, SERPINE1, LAMC2, ITGA5, TGFBI, FSCN1, and HLF) were identified using survival analysis.
CONCLUSIONS: Seven potential biomarkers were identified as being closely related with the initiation and prognosis of OSCC and might serve as potential targets for early diagnosis and personalized therapy of OSCC.
Keywords: Carcinoma, Squamous Cell, Biological Markers
Editorial
01 March 2025 : Editorial
Editorial: The World Health Organization (WHO) Updated List of Emerging and Potentially Pandemic Pathogens Includes Yersinia pestis as Plague Vaccines Await Clinical TrialsDOI: 10.12659/MSM.948672
Med Sci Monit 2025; 31:e948672
In Press
Clinical Research
Evaluation of Attitudes to Learning Doctor-Patient Communication Skills in 427 Postgraduate Doctors Using t...Med Sci Monit In Press; DOI: 10.12659/MSM.947276
Clinical Research
Exploring the Association Between Serum Neurogranin, Nardilysin, and Ischemic Stroke: A Case-Control Study ...Med Sci Monit In Press; DOI: 10.12659/MSM.947703
Clinical Research
Comparative Analysis of Laser Therapies for Striae Distensae: Fractional COâ‚‚ vs Combined Q-Switch Nd:YAGMed Sci Monit In Press; DOI: 10.12659/MSM.947464
Database Analysis
Utility of Central Venous Oxygen Saturation Gradient in Predicting Mortality in Dialysis with Catheter AccessMed Sci Monit In Press; DOI: 10.12659/MSM.947298
Most Viewed Current Articles
17 Jan 2024 : Review article 7,082,464
Vaccination Guidelines for Pregnant Women: Addressing COVID-19 and the Omicron VariantDOI :10.12659/MSM.942799
Med Sci Monit 2024; 30:e942799
16 May 2023 : Clinical Research 702,311
Electrophysiological Testing for an Auditory Processing Disorder and Reading Performance in 54 School Stude...DOI :10.12659/MSM.940387
Med Sci Monit 2023; 29:e940387
01 Mar 2024 : Editorial 27,546
Editorial: First Regulatory Approvals for CRISPR-Cas9 Therapeutic Gene Editing for Sickle Cell Disease and ...DOI :10.12659/MSM.944204
Med Sci Monit 2024; 30:e944204
28 Jan 2024 : Review article 21,733
A Review of IgA Vasculitis (Henoch-Schönlein Purpura) Past, Present, and FutureDOI :10.12659/MSM.943912
Med Sci Monit 2024; 30:e943912