Recent studies have highlighted the critical role of genetic and epigenetic mechanisms in various neuropathological conditions, particularly gliomas. Dejaegher et al. demonstrated that DNA methylation-based subclassification of glioblastomas (GBM) correlates with T-cell infiltration and patient survival, suggesting that epigenetic profiles can inform therapeutic strategies (ref: Dejaegher doi.org/10.1093/neuonc/). Similarly, Sievers et al. identified a distinct DNA methylation profile in a subset of pediatric thalamic gliomas, which is associated with alterations in the epidermal growth factor receptor (EGFR), indicating a unique biological behavior in these tumors (ref: Sievers doi.org/10.1093/neuonc/). Furthermore, Suwala et al. reported a novel group of IDH-mutant astrocytomas characterized by mismatch repair deficiency, which is linked to poor prognosis, underscoring the importance of genetic alterations in treatment resistance (ref: Suwala doi.org/10.1007/s00401-020-02243-6/). In a broader context, Feng et al. constructed a radiosensitivity prediction signature based on genomic methylation, which could enhance clinical decision-making for GBM patients undergoing radiotherapy (ref: Feng doi.org/10.1038/s41598-020-77259-9/). These findings collectively emphasize the potential of integrating genetic and epigenetic data to improve patient stratification and treatment outcomes in gliomas and other brain tumors.