Recent studies have elucidated various molecular mechanisms underlying gliomas, particularly focusing on genetic and epigenetic alterations. Mamatjan et al. identified a 7-HOX gene signature that serves as a poor prognostic indicator in isocitrate dehydrogenase (IDH) mutant gliomas, demonstrating significant survival differences between 1p/19q codeleted and non-codeleted subtypes (ref: Mamatjan doi.org/10.1093/neuonc/). In pediatric low-grade gliomas, Sigaud et al. explored the sensitivity to MAPK inhibitors, revealing that MAPK-related gene expression could predict therapeutic responses, thus highlighting the need for stratification biomarkers to optimize treatment (ref: Sigaud doi.org/10.1038/s41467-023-40235-8/). Furthermore, Tao et al. conducted a comprehensive analysis of cholesterol metabolism in lower-grade gliomas, finding that altered cholesterol pathways significantly impact tumor progression and patient prognosis, as evidenced by bioinformatics analyses and survival data (ref: Tao doi.org/10.1186/s12885-023-10897-0/). Gao et al. investigated TMEM59L expression in glioblastoma, suggesting that its upregulation enhances radiosensitivity by increasing reactive oxygen species (ROS) and impairing DNA repair mechanisms, thus providing a potential target for improving radiotherapy outcomes (ref: Gao doi.org/10.1093/jrr/). These findings collectively underscore the complexity of glioma biology and the potential for targeted therapeutic strategies based on molecular profiling.