Recent research has elucidated critical molecular mechanisms underlying glioma and neurodevelopmental disorders, particularly focusing on genetic mutations and their implications. A significant study identified that histone H3.3 mutations (G34R/V) are prevalent in gliomas, with 50% of these tumors exhibiting activating mutations in PDGFRA, indicating a strong selection pressure during tumor recurrence (ref: Chen doi.org/10.1016/j.cell.2020.11.012/). These mutations arise in interneuron progenitors, suggesting that the developmental context is crucial for gliomagenesis. Additionally, the role of SOX10 as a master regulator in glioblastoma subtypes was highlighted, showing its influence on tumor cell behavior and microenvironmental interactions, particularly in RTK I-subtype tumors (ref: Wu doi.org/10.1038/s41467-020-20225-w/). In pediatric cases, a study on spinal cord low-grade gliomas revealed that 76% were pilocytic astrocytomas, with notable genetic alterations such as KIAA1549-BRAF fusions found in 40% of patients (ref: Perwein doi.org/10.1093/neuonc/). These findings underscore the importance of genetic profiling in understanding tumor behavior and guiding treatment strategies. Moreover, the exploration of neurodevelopmental disorders has shed light on the role of Ash1l mutations, which, although rare, are implicated in conditions like Tourette syndrome and autism spectrum disorder. These mutations correlate with significant neuropathological changes during development, suggesting shared epigenetic mechanisms (ref: Zhang doi.org/10.1002/dneu.22795/). Furthermore, a novel gene expression-based signature related to uronic acid metabolism was developed, predicting overall survival in glioma patients, thus offering potential clinical applications for prognosis (ref: Feng doi.org/10.1042/BSR20203051/). Collectively, these studies illustrate the intricate interplay between genetic mutations and the developmental context in glioma and neurodevelopmental disorders, paving the way for targeted therapeutic approaches.