Identification of Key Pathways and Genes in the Orai2 Mediated Classical and Mesenchymal Subtype of Glioblastoma by Bioinformatic Analyses

Dis Markers. 2019 Oct 20:2019:7049294. doi: 10.1155/2019/7049294. eCollection 2019.

Abstract

Background: Ca2+ release-activated Ca2+ channels (CRAC) are the main Ca2+ entry pathway regulating intracellular Ca2+ concentration in a variety of cancer types. Orai2 is the main pore-forming subunit of CRAC channels in central neurons. To explore the role of Orai2 in glioblastoma (GBM), we investigated the key pathways and genes in Orai2-mediated GBM by bioinformatic analyses.

Methods: Via The Cancer Genome Atlas (TCGA), French, Sun, and Gene Expression Omnibus (GEO) (GDS3885) datasets, we collected 1231 cases with RNA-seq data and analyzed the functional annotation of Orai2 by gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis. Univariate and multivariate survival analyses were applied to 823 patients with survival data.

Results: We discovered that Orai2 was markedly upregulated in GBM compared to normal brain samples and lower-grade gliomas (LGG). Survival analysis found that higher expression of Orai2 was independently associated with a worse prognosis of patients with the classical and mesenchymal subtypes of GBM. Simultaneously, Orai2 expression was higher in tumors of the classical and mesenchymal subtypes than other subtypes and was significantly correlated with classical- and mesenchymal-related genes. GO and KEGG pathway analysis revealed that genes significantly correlated with Orai2 were involved in the JNK pathway. Through screening transcriptomic data, we found a strong association between Orai2 and apoptosis, stemness, and an epithelial-mesenchymal transition- (EMT-) like phenotype.

Conclusion: As a prognostic factor, Orai2 is obviously activated in the classical and mesenchymal subtypes of GBM and promotes glioma cell self-renewal, apoptosis, and EMT-like by the JNK pathway. These findings indicate that Orai2 could be a candidate prognostic and therapeutic target, especially for the classical and mesenchymal subtypes of GBM.

MeSH terms

  • Apoptosis / genetics
  • Biomarkers, Tumor / genetics
  • Brain Neoplasms / genetics
  • Brain Neoplasms / mortality
  • Brain Neoplasms / pathology*
  • Cluster Analysis
  • Databases, Factual
  • Epithelial-Mesenchymal Transition / genetics
  • Gene Expression Regulation, Neoplastic*
  • Glioblastoma / genetics
  • Glioblastoma / mortality
  • Glioblastoma / pathology*
  • Humans
  • Kaplan-Meier Estimate
  • MAP Kinase Signaling System / genetics
  • ORAI2 Protein / genetics*
  • ORAI2 Protein / metabolism
  • Oligonucleotide Array Sequence Analysis
  • Prognosis

Substances

  • Biomarkers, Tumor
  • ORAI2 Protein
  • ORAI2 protein, human