Recent studies have significantly advanced our understanding of the molecular mechanisms underlying brain tumors, particularly gliomas and astrocytomas. A pivotal study characterized newly diagnosed astrocytoma, IDH-mutant, WHO grade 4 (Astro4), revealing that CDKN2A/B deletion, age, and the extent of resection are critical prognostic factors (ref: Lasica doi.org/10.1093/neuonc/). Another important contribution is the development of a unified nanopore-based assay that integrates intraoperative methylome classification with next-day comprehensive profiling, allowing for ultra-rapid tumor diagnosis and a paradigm shift in CNS tumor classification based on epigenetic signatures (ref: Deacon doi.org/10.1093/neuonc/). Furthermore, the creation of a single-cell and spatial atlas of IDH-wildtype glioblastoma has unveiled its cellular heterogeneity and spatial organization, providing a comprehensive resource for understanding this aggressive malignancy (ref: Ruiz-Moreno doi.org/10.1093/neuonc/). These studies collectively emphasize the importance of molecular profiling in the diagnosis and treatment of brain tumors, highlighting the potential for personalized therapeutic strategies based on genetic and epigenetic alterations.