Recent research has significantly advanced our understanding of the genetic and molecular underpinnings of medulloblastoma (MB), particularly focusing on its aggressive subtypes and the role of specific genes. A study highlighted the implications of biallelic BRCA2 pathogenic variants in patients with Fanconi anemia, revealing that MB associated with these variants is particularly lethal (ref: Kastellan doi.org/10.1186/s13045-024-01547-4/). Furthermore, the orthodenticle homeobox 2 (OTX2) gene has been identified as a critical player in the aggressive behavior of Group 3 MB, with investigations demonstrating its role in promoting cellular migration and metastasis (ref: Ampudia-Mesias doi.org/10.3390/ijms25084416/). The expression levels of microRNAs, specifically miR-124-3p and miR-194-5p, were found to be significantly reduced in MB tissues, correlating with elevated ROR2 expression, which suggests a regulatory mechanism that may influence MB progression via the PI3K/AKT pathway (ref: Wang doi.org/10.1038/s41417-024-00762-y/). In addition to these findings, the therapeutic potential of targeting epigenetic regulators such as PRUNE-1 and LSD1/KDM1A was explored, indicating that their inhibition could represent a novel approach for treating aggressive MB subtypes (ref: Bibbò doi.org/10.3390/ijms25073917/). Moreover, a prognostic methylation-driven two-gene signature was developed, aiming to improve the predictive accuracy for patient outcomes, which is crucial given that conventional prognostic parameters often yield unreliable correlations with survival (ref: Michaelsen doi.org/10.1007/s12031-024-02203-9/). Collectively, these studies underscore the complexity of MB's molecular landscape and the need for targeted therapeutic strategies.