Differential gene expression and network analysis in head and neck squamous cell carcinoma

Mol Cell Biochem. 2022 May;477(5):1361-1370. doi: 10.1007/s11010-022-04379-3. Epub 2022 Feb 10.

Abstract

Head and neck squamous cell carcinoma (HNSCC) is a prevalent malignancy with a poor prognosis, whose biomarkers have not been studied in great detail. We have collected genomic data of HNSCC patients from The Cancer Genome Atlas (TCGA) and analyzed them to get deeper insights into the gene expression pattern. Initially, 793 differentially expressed genes (DEGs) were categorized, and their enrichment analysis was performed. Later, a protein-protein interaction network for the DEGs was constructed using the STRING plugin in Cytoscape to study their interactions. A set of 10 hub genes was selected based on Maximal Clique Centrality score, and later their survival analysis was studied. The elucidated set of 10 genes, i.e., PRAME, MAGEC2, MAGEA12, LHX1, MAGEA3, CSAG1, MAGEA6, LCE6A, LCE2D, LCE2C, referred to as potential candidates to be explored as HNSCC biomarkers. The Kaplan-Meier overall survival of the selected genes suggested that the alterations in the candidate genes were linked to the decreased survival of the HNSCC patients. Altogether, the results of this study signify that the genomic alterations and differential expression of the selected genes can be explored in therapeutic interpolations of HNSCC, exploiting early diagnosis and target-propelled therapy.

Keywords: Differential gene expression; Head and neck squamous cell carcinoma; Network analysis; Survival analysis; Target-propelled therapy.

MeSH terms

  • Antigens, Neoplasm
  • Biomarkers, Tumor / genetics
  • Computational Biology / methods
  • Gene Expression
  • Gene Expression Profiling
  • Gene Expression Regulation, Neoplastic
  • Head and Neck Neoplasms* / genetics
  • Humans
  • Neoplasm Proteins / genetics
  • Squamous Cell Carcinoma of Head and Neck / genetics

Substances

  • Antigens, Neoplasm
  • Biomarkers, Tumor
  • CSAG1 protein, human
  • MAGEA3 protein, human
  • MAGEA6 protein, human
  • Neoplasm Proteins