Recent studies have elucidated various molecular mechanisms underlying gliomas, particularly focusing on glioblastoma stem cells (GSCs) and their interactions with the tumor microenvironment. Zhao et al. demonstrated that lymphatic endothelial-like cells (LECs) promote the growth of CCR7-positive GSCs through the secretion of CCL21, highlighting the previously unrecognized role of these cells in glioblastomas (ref: Zhao doi.org/10.1038/s43018-023-00658-0/). Furthermore, Galbraith et al. explored the prognostic value of DNA methylation subclassification and CDKN2A/B homozygous deletion in IDH mutant astrocytomas, revealing that these molecular markers significantly impact clinical outcomes (ref: Galbraith doi.org/10.1093/neuonc/). Iser et al. introduced a molecular-guided tumor classification using cerebrospinal fluid cfDNA sequencing, achieving a classification rate of 75% for glioblastoma cases, which underscores the potential of liquid biopsy in glioma diagnostics (ref: Iser doi.org/10.1158/1078-0432.CCR-23-2907/). Drexler et al. further contributed to this understanding by examining temporal changes in DNA methylation subclasses between newly diagnosed and recurrent glioblastomas, noting significant metabolic and immune component shifts (ref: Drexler doi.org/10.1007/s00401-023-02677-8/). In the context of ependymomas, Pohl et al. and Neyazi et al. provided insights into the molecular characteristics and survival predictions of various ependymoma subtypes, emphasizing the importance of integrating molecular data into clinical practice (ref: Pohl doi.org/10.1007/s00401-023-02674-x/; Neyazi doi.org/10.1007/s00401-023-02668-9/).