ArticleFrontiers in oncology2020
Identification of Hub Genes Associated With Development of Head and Neck Squamous Cell Carcinoma by Integrated Bioinformatics Analysis.
Article in Frontiers in oncology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers, 1 of them a synthesis that pooled it.
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Who cites it
64 citing papers in PubMed, 1 synthesis or guideline pooled it, 102 citations in OpenAlex.
- Integrative systems biology analysis of barley transcriptome ─ hormonal signaling against biotic stress.PloS one · 2023Pooled it
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- Decoding Colorectal Cancer: Key Genes and Pathways in the Chinese Population Revealed.Current medicinal chemistry · 2026Article
- Integrated Bioinformatics Analysis Revealing that the NSDHL Gene Might Be Associated with the Progression of Western HFD/SW-Induced Hepatocellular CarcinomaEndocrine, metabolic & immune disorders drug targets · 2026Article
- Whole transcriptome analysis identifiesCancer pathogenesis and therapy · 2025Article
- Progenitor Cell Dynamics in Androgenetic Alopecia: Insights from Spatially Resolved Transcriptomics.International journal of molecular sciences · 2025Article
- Identification of Hub Genes in Liver Hepatocellular Carcinoma Based on Weighted Gene Co-expression Network Analysis.Biochemical genetics · 2025Article
- MUC15 acts as a tumor suppressor gene which correlates with prognosis and immune infiltration in esophageal squamous cell carcinoma.International journal of medical sciences · 2025Article
- The crucial role of mitochondrial/chloroplast-related genes in viral genome replication and host defense: integrative systems biology analysis in plant-virus interaction.Frontiers in microbiology · 2025Article
- Identification and validation of a novel prognostic signature and key genes related to development of anaplastic thyroid carcinoma.Discover oncology · 2024Article
- Determination of key hub genes in Leishmaniasis as potential factors in diagnosis and treatment based on a bioinformatics study.Scientific reports · 2024Article
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- Cytoplasmatic Localization of Six1 in Male Testis and Spermatogonial Stem Cells.International journal of stem cells · 2024Article
- Disturbance of Immune Microenvironment in Androgenetic Alopecia through Spatial Transcriptomics.International journal of molecular sciences · 2024Article
- Exploring gene regulatory interaction networks and predicting therapeutic molecules for hypopharyngeal cancer and EGFR-mutated lung adenocarcinoma.FEBS open bio · 2024Article
- A multi-omics approach for biomarker discovery in neuroblastoma: a network-based framework.NPJ systems biology and applications · 2024Article
- NAC1 transcriptional activation of LDHA induces hepatitis B virus immune evasion leading to cirrhosis and hepatocellular carcinoma development.Oncogenesis · 2024Article
- Exploring protein profiles and hub genes in ameloblastoma.Biomedical reports · 2024Article
- Review
4 more citing papers are in PubMed but not listed here.
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4 authors at 2 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
Improved insight into the molecular mechanisms of head and neck squamous cell carcinoma (HNSCC) is required to predict prognosis and develop a new therapeutic strategy for targeted genes. The aim of this study is to identify significant genes associated with HNSCC and to further analyze its prognostic significance. In our study, the cancer genome atlas (TCGA) HNSCC database and the gene expression profiles of GSE6631 from the Gene Expression Omnibus (GEO) were used to explore the differential co-expression genes in HNSCC compared with normal tissues. A total of 29 differential co-expression genes were screened out by Weighted Gene Co-expression Network Analysis (WGCNA) and differential gene expression analysis methods. As suggested in functional annotation analysis using the R clusterProfiler package, these genes were mainly enriched in epidermis development and differentiation (biological process), apical plasma membrane and cell-cell junction (cellular component), and enzyme inhibitor activity (molecular function). Furthermore, in a protein-protein interaction (PPI) network containing 21 nodes and 25 edges, the ten hub genes (S100A8, S100A9, IL1RN, CSTA, ANXA1, KRT4, TGM3, SCEL, PPL, and PSCA) were identified using the CytoHubba plugin of Cytoscape. The expression of the ten hub genes were all downregulated in HNSCC tissues compared with normal tissues. Based on survival analysis, the lower expression of CSTA was associated with worse overall survival (OS) in patients with HNSCC. Finally, the protein level of CSTA, which was validated by the Human Protein Atlas (HPA) database, was down-regulated consistently with mRNA levels in head and neck cancer samples. In summary, our study demonstrated that a survival-related gene is highly correlated with head and neck cancer development. Thus, CSTA may play important roles in the progression of head and neck cancer and serve as a potential biomarker for future diagnosis and treatment.
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