PODNL1 Methylation Serves as a Prognostic Biomarker and Associates with Immune Cell Infiltration and Immune Checkpoint Blockade Response in Lower-Grade Glioma

Int J Mol Sci. 2021 Nov 22;22(22):12572. doi: 10.3390/ijms222212572.

Abstract

Lower-grade glioma (LGG) is a diffuse infiltrative tumor of the central nervous system, which lacks targeted therapy. We investigated the role of Podocan-like 1 (PODNL1) methylation in LGG clinical outcomes using the TCGA-LGG transcriptomics dataset. We identified four PODNL1 CpG sites, cg07425555, cg26969888, cg18547299, and cg24354933, which were associated with unfavorable overall survival (OS) and disease-free survival (DFS) in univariate and multivariate analysis after adjusting for age, gender, tumor-grade, and IDH1-mutation. In multivariate analysis, the OS and DFS hazard ratios ranged from 0.44 to 0.58 (p < 0.001) and 0.62 to 0.72 (p < 0.001), respectively, for the four PODNL1 CpGs. Enrichment analysis of differential gene and protein expression and analysis of 24 infiltrating immune cell types showed significantly increased infiltration in LGGs and its histological subtypes with low-methylation levels of the PODNL1 CpGs. High PODNL1 expression and low-methylation subgroups of the PODNL1 CpG sites were associated with significantly increased PD-L1, PD-1, and CTLA4 expressions. PODNL1 methylation may thus be a potential indicator of immune checkpoint blockade response, and serve as a biomarker for determining prognosis and immune subtypes in LGG.

Keywords: CpG methylation; G-CIMP; PODNL1; Podocan-like 1; glioma; immune checkpoint blockade; immune infiltration; low-grade glioma.

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • B7-H1 Antigen / genetics*
  • Biomarkers, Tumor / genetics
  • CTLA-4 Antigen / genetics*
  • CpG Islands / genetics
  • DNA Methylation / genetics*
  • Disease-Free Survival
  • Female
  • Gene Expression Regulation, Neoplastic / drug effects
  • Glioma / drug therapy*
  • Glioma / genetics
  • Glioma / immunology
  • Glioma / pathology
  • Humans
  • Immune Checkpoint Inhibitors / administration & dosage
  • Lymphocytes, Tumor-Infiltrating / drug effects
  • Lymphocytes, Tumor-Infiltrating / immunology
  • Male
  • Middle Aged
  • Mutation / genetics
  • Neoplasm Grading
  • Sialoglycoproteins / genetics*
  • Transcriptome / drug effects
  • Transcriptome / immunology
  • Young Adult

Substances

  • B7-H1 Antigen
  • Biomarkers, Tumor
  • CD274 protein, human
  • CTLA-4 Antigen
  • CTLA4 protein, human
  • Immune Checkpoint Inhibitors
  • Sialoglycoproteins
  • podocalyxin