DNA damage response profile distinguishes poor-acting gliomas with shared methylome signatures

Nalin Leelatian1,2, Charu Singh3, Richard Bouffard2

  • 1Department of Pathology, Microbiology, and Immunology, Vanderbilt University School of Medicine, Nashville, TN, USA.

Neuro-Oncology
|September 1, 2025
PubMed
Abstract

Insights

DNA damage response (DDR) patterns in diffuse gliomas can classify tumors and predict survival. High DDR expression in glioma cells indicates poor prognosis and potential therapeutic targets.

Area of Science:

  • Neuro-oncology
  • Cancer epigenetics
  • Molecular pathology

Background:

  • Diffuse gliomas are treated with therapies that induce DNA damage response (DDR).
  • Global DNA methylation profiles classify gliomas, but DDR gene epigenetics and expression require further study.
  • Understanding DDR epigenetics, gene expression, and heterogeneity is crucial for glioma classification, prognosis, and treatment.

Purpose of the Study:

  • To characterize DDR epigenetics and gene expression in diffuse gliomas.
  • To investigate the role of DDR signatures in tumor classification and patient outcomes.
  • To explore intratumoral DDR heterogeneity using single-cell analysis.

Main Methods:

  • Analysis of DDR epigenetics and gene expression in TCGA glioblastoma (GBM) and low-grade glioma (LGG) cohorts.
  • Single-cell protein analysis using imaging mass cytometry (IMC) on 118 diffuse gliomas.

Main Results:

  • Two DDR methylation groups identified, correlating with IDH mutation and molecular subtypes.
  • DDR transcription profiling classified tumors into four groups, with high DDR transcription linked to poor survival.
  • Single-cell analysis revealed intratumoral DDR diversity and identified proliferative cells with high DDR expression associated with unfavorable outcomes.

Conclusions:

  • Epigenetic and transcriptional DDR signatures can classify gliomas and predict outcomes beyond current biomarkers.
  • High DDR effector expression in glioma cells correlates with poor survival.
  • Assessing pan-DDR expression may improve glioma prognosis and identify therapeutic targets.