Molecular and clinicopathological implications of PRAME expression in adult glioma

PLoS One. 2023 Oct 5;18(10):e0290542. doi: 10.1371/journal.pone.0290542. eCollection 2023.

Abstract

Background: PRAME (PReferentially expressed Antigen in MElanoma) is a biomarker studied in various human cancers. Little is known about the biological implications of PRAME in glioma. We aimed to perform a comprehensive analysis to explore PRAME gene expression and its biological and clinicopathological significance in gliomas.

Methods and materials: We accessed the human cancer atlas (TCGA) database to collect glioma patients (n = 668) with primary tumors and gene expression data. Single nucleotide variants, copy number variation, DNA methylation data, and other clinicopathological factors were also extracted for the analysis.

Results: Overall, 170, 484, and 14 tumors showed no expression, low expression (FPKM≤1), and overexpression (FPKM>1) of the PRAME gene, respectively. The principal component analysis and pathway analyses showed that PRAME-positive gliomas (n = 498), which consisted of tumors with PRAME low expression and overexpression, expressed different oncogenic profiles, possessing higher activity of Hedgehog, P3IK-AKT-mTOR, and Wnt/β-catenin pathways (p<0.001). DNA methylation analysis also illustrated that PRAME-positive tumors were distributed more densely within a grade 4-related cluster (p<0.001). PRAME positivity was an independent prognostic factor for poor outcomes in a multivariate cox analysis adjusted for clinical characteristics and genetic events. Kaplan-Meier analysis stratified by revised classification showed that PRAME positivity was solely associated with IDH-wildtype glioblastoma, grade 4. Finally, PRAME-overexpressing cases (n = 14) had the worst clinical outcome compared to the PRAME-negative and PRAME-low cohorts (adjusted p<0.001) in pairwise comparisons.

Conclusion: PRAME expression statuses may dictate different biological and clinicopathological profiles in IDH-wildtype glioblastoma.

MeSH terms

  • Adult
  • Antigens, Neoplasm / genetics
  • DNA Copy Number Variations
  • Glioblastoma*
  • Glioma* / genetics
  • Glioma* / metabolism
  • Humans
  • Kaplan-Meier Estimate
  • Prognosis

Substances

  • Antigens, Neoplasm
  • PRAME protein, human

Grants and funding

The author(s) received no specific funding for this work.