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Article

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

by
Mariam M. Gabr
1,
Sherihan G. AbdelHamid
2,
Lobna R. Ezz El Arab
3,
Menha Swellam
4,† and
Nadia M. Hamdy
2,*,†
1
Ain Shams University Hospitals, Abassia, Cairo 11566, Egypt
2
Biochemistry and Molecular Biology Department, Faculty of Pharmacy, Ain Shams University, Abassia, Cairo 11566, Egypt
3
Clinical Oncology Department, Faculty of Medicine, Ain Shams University, Abassia, Cairo 11566, Egypt
4
Biochemistry Department, Biotechnology Research Institute, High Throughput Molecular and Genetic Laboratory, Central Laboratories Network and the Center for Excellences for Advanced Sciences, National Research Centre, Dokki, Giza 12622, Egypt
*
Author to whom correspondence should be addressed.
These authors share the last authorship.
Int. J. Mol. Sci. 2026, 27(2), 763; https://doi.org/10.3390/ijms27020763
Submission received: 20 November 2025 / Revised: 29 December 2025 / Accepted: 3 January 2026 / Published: 12 January 2026
(This article belongs to the Section Molecular Biology)

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.
Keywords: glioblastoma (GBM); Epigenetics; DNA methylation; in silico; MGMT; NUPR1; NDRG2; GLI1; bioinformatics glioblastoma (GBM); Epigenetics; DNA methylation; in silico; MGMT; NUPR1; NDRG2; GLI1; bioinformatics

Share and Cite

MDPI and ACS Style

Gabr, M.M.; AbdelHamid, S.G.; Ezz El Arab, L.R.; Swellam, M.; Hamdy, N.M. MGMT, NUPR1, NDRG2, and GLI1 Gene Promoter Methylation in Glioblastoma Tissues and Association with Clinical Characteristics and Therapeutic Outcomes. Int. J. Mol. Sci. 2026, 27, 763. https://doi.org/10.3390/ijms27020763

AMA Style

Gabr MM, AbdelHamid SG, Ezz El Arab LR, Swellam M, Hamdy NM. MGMT, NUPR1, NDRG2, and GLI1 Gene Promoter Methylation in Glioblastoma Tissues and Association with Clinical Characteristics and Therapeutic Outcomes. International Journal of Molecular Sciences. 2026; 27(2):763. https://doi.org/10.3390/ijms27020763

Chicago/Turabian Style

Gabr, Mariam M., Sherihan G. AbdelHamid, Lobna R. Ezz El Arab, Menha Swellam, and Nadia M. Hamdy. 2026. "MGMT, NUPR1, NDRG2, and GLI1 Gene Promoter Methylation in Glioblastoma Tissues and Association with Clinical Characteristics and Therapeutic Outcomes" International Journal of Molecular Sciences 27, no. 2: 763. https://doi.org/10.3390/ijms27020763

APA Style

Gabr, M. M., AbdelHamid, S. G., Ezz El Arab, L. R., Swellam, M., & Hamdy, N. M. (2026). MGMT, NUPR1, NDRG2, and GLI1 Gene Promoter Methylation in Glioblastoma Tissues and Association with Clinical Characteristics and Therapeutic Outcomes. International Journal of Molecular Sciences, 27(2), 763. https://doi.org/10.3390/ijms27020763

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