# MGMT, NUPR1, NDRG2, and GLI1 Gene Promoter Methylation in Glioblastoma Tissues and Association with Clinical Characteristics and Therapeutic Outcomes

**Authors:** Mariam M. Gabr, Sherihan G. AbdelHamid, Lobna R. Ezz El Arab, Menha Swellam, Nadia M. Hamdy

PMC · DOI: 10.3390/ijms27020763 · 2026-01-12

## TL;DR

The study identifies gene promoter methylation patterns in glioblastoma that correlate with survival and treatment response, offering potential for personalized therapy.

## Contribution

A novel multi-gene methylation panel is proposed to better understand glioblastoma heterogeneity and improve prognostic modeling.

## Key findings

- NDRG2 methylation is an independent predictor of neoplastic lesions in glioblastoma.
- NUPR1 hypermethylation is associated with lower mortality risk and better response to temozolomide therapy.
- MGMT and NUPR1 methylation status are strongly correlated and linked to improved survival outcomes.

## Abstract

Glioblastoma (GBM) is the most prevalent and devastating form of primary brain tumors in adults, with dismal survival despite advancements in treatment modalities. The current study sought to develop clinically significant prognostic models for GBM patients by comprehensively profiling MGMT, NUPR1, NDRG2, and GLI1 gene promoter methylation in GBM tissues vs. non-neurooncological disease (NND) and their association with clinical characteristics and therapeutic outcome. This was further evaluated by in silico functional enrichment analysis. NUPR1, NDRG2, and GLI1 gene promoter methylation were significant epigenetic discriminators between GBM and NND. However, NDRG2 methylation was the sole independent predictor for neoplastic lesions (OR = 1.71, 95% CI [1.25–3.57], p = 0.028). Multivariable Cox regression analysis revealed that NUPR1 promoter hypermethylation was significantly correlated with a lower risk of mortality (HR = 0.96, 95% CI [0.96–0.99], p = 0.002), while multiple tumor sites were linked to an increased risk of mortality in the univariate model (HR = 4.44, 95% CI [1.42–13.88], p = 0.01). A heatmap correlation matrix identified a robust positive correlation among the MGMT and NUPR1 methylation status (r = 0.93, p < 0.001). NUPR1 and MGMT promoter hypermethylation was associated with a favorable response to temozolomide therapy. Patients with NUPR1 and MGMT hypermethylation exhibited extended OS and PFS compared to those with hypomethylation levels, whereas GLI1 and NDRG2 hypermethylation were linked to shorter PFS. In conclusion, the multi-faceted epigenetic panel adopted in the current study captures different aspects of GBM biology and moves towards a more comprehensive model that reflects the molecular heterogeneity of GBM as insights for personalized therapy.

## Linked entities

- **Genes:** MGMT (O-6-methylguanine-DNA methyltransferase) [NCBI Gene 4255], NUPR1 (nuclear protein 1, transcriptional regulator) [NCBI Gene 26471], NDRG2 (NDRG family member 2) [NCBI Gene 57447], GLI1 (GLI family zinc finger 1) [NCBI Gene 2735]
- **Chemicals:** temozolomide (PubChem CID 5394)
- **Diseases:** Glioblastoma (MONDO:0018177)

## Full-text entities

- **Genes:** NDRG2 (NDRG family member 2) [NCBI Gene 57447] {aka SYLD}, MGMT (O-6-methylguanine-DNA methyltransferase) [NCBI Gene 4255], GLI1 (GLI family zinc finger 1) [NCBI Gene 2735] {aka GLI, PAPA8, PPD1}, NUPR1 (nuclear protein 1, transcriptional regulator) [NCBI Gene 26471] {aka COM1, P8}
- **Diseases:** neurooncological disease (MESH:D004194), NND (MESH:D000073296), neoplastic lesions (MESH:D009062), tumor (MESH:D009369), brain tumors (MESH:D001932), GBM (MESH:D005909)
- **Chemicals:** temozolomide (MESH:D000077204)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

20 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12841541/full.md

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Source: https://tomesphere.com/paper/PMC12841541