Key genes with prognostic values in suppression of osteosarcoma metastasis using comprehensive analysis

BMC Cancer. 2020 Jan 28;20(1):65. doi: 10.1186/s12885-020-6542-z.

Abstract

Background: Osteosarcoma is a primary malignant tumor originating from mesenchymal tissue, with a poor distant metastasis prognosis. The molecular mechanisms of osteosarcoma metastasis are extremely complicated.

Methods: A public data series (GSE21257) was used to identify differentially expressed genes (DEGs) in osteosarcoma patients that did, or did not, develop metastases. Functional enrichment analysis, a protein-protein interaction network, and survival analysis of DEGs were performed. DEGs with a prognostic value were considered as candidate genes and their functional predictions, different expression in normal and malignant tissues, and immune infiltration were analyzed.

Results: The DEGs were mainly enriched in the immune response. Three candidate genes (ALOX5AP, CD74, and FCGR2A) were found, all of which were expressed at higher levels in lungs and lymph nodes than in matched cancer tissues and were probably expressed in the microenvironment.

Conclusions: Candidate genes can help us understand the molecular mechanisms underlying osteosarcoma metastasis and provide targets for future research.

Keywords: Differentially expressed genes; Metastasis; Osteosarcoma; Prognosis; Protein-protein interaction network.

MeSH terms

  • 5-Lipoxygenase-Activating Proteins / genetics*
  • Antigens, Differentiation, B-Lymphocyte / genetics*
  • Bone Neoplasms / genetics
  • Bone Neoplasms / mortality*
  • Databases, Genetic
  • Gene Expression Profiling / methods*
  • Gene Expression Regulation, Neoplastic
  • Gene Regulatory Networks
  • Histocompatibility Antigens Class II / genetics*
  • Humans
  • Neoplasm Metastasis
  • Osteosarcoma / genetics
  • Osteosarcoma / mortality*
  • Prognosis
  • Receptors, IgG / genetics*
  • Survival Analysis
  • Tumor Microenvironment

Substances

  • 5-Lipoxygenase-Activating Proteins
  • ALOX5AP protein, human
  • Antigens, Differentiation, B-Lymphocyte
  • FCGR2A protein, human
  • Histocompatibility Antigens Class II
  • Receptors, IgG
  • invariant chain