Recent studies have elucidated various molecular mechanisms and genetic alterations associated with glioblastoma (GBM), highlighting the complexity of its pathogenesis. Whole-genome sequencing has revealed a significant enrichment of non-coding constraint mutations near genes implicated in GBM, such as SEMA3C and DYNC1I1, which are associated with transcription factor binding sites that may influence tumor behavior (ref: Sakthikumar doi.org/10.1186/s13059-020-02035-x/). Additionally, mutations in isocitrate dehydrogenase 1 (IDH1) have been shown to play a crucial role in the transformation of lower-grade gliomas to GBM, with clinical trials indicating that ivosidenib, an IDH1 inhibitor, is well tolerated in patients with advanced gliomas (ref: Mellinghoff doi.org/10.1200/JCO.19.03327/). Furthermore, the expression of phosphorylated acetyl-CoA carboxylase has been linked to clinical benefits in patients treated with regorafenib, suggesting that metabolic pathways are critical in GBM progression and treatment response (ref: Indraccolo doi.org/10.1158/1078-0432.CCR-19-4055/). The tumor microenvironment also plays a significant role in GBM biology. Microglia, the resident immune cells in the brain, have been shown to promote GBM through mTOR-mediated immunosuppression, indicating that targeting this pathway may offer therapeutic potential (ref: Dumas doi.org/10.15252/embj.2019103790/). Moreover, innovative approaches such as a long-read nanopore-based assay have been developed to simultaneously detect IDH mutations and MGMT methylation, enhancing diagnostic accuracy and prognostic stratification in GBM patients (ref: Wongsurawat doi.org/10.1186/s40478-020-00963-0/). Collectively, these findings underscore the intricate interplay between genetic alterations and the tumor microenvironment in shaping GBM characteristics and treatment responses.