Recent research has significantly advanced our understanding of tumor biology, particularly in gliomas and astrocytomas. A study identified four distinct molecular subtypes of IDH-mutant astrocytomas through multi-omics analysis: adipogenesis/fatty-acid-metabolism (AFM), proliferative/progenitor (PPR), immune/mesenchymal-enriched (IME), and neuronal (NEU). Notably, the PPR and IME subtypes were associated with poorer prognoses, corroborated by data from The Cancer Genome Atlas and a cohort of 273 IDH-mutant astrocytomas (ref: Tang doi.org/10.1016/j.ccell.2025.08.006/). Furthermore, the role of molecular vulnerabilities in glioblastoma was highlighted, emphasizing the importance of molecular diagnostics in tumor classification as per the WHO's updated guidelines (ref: Bernstock doi.org/10.1038/s41591-025-03952-9/). Another study explored the potential of inducing mitochondrial stress in glioblastoma to reactivate innate immune responses, suggesting a novel therapeutic strategy to enhance tumor immunogenicity and prevent recurrence (ref: Han doi.org/10.1002/adma.202511351/). Additionally, the spatial heterogeneity of oncogenes driven by extrachromosomal DNA (ecDNA) was examined, revealing significant implications for tumor evolution and treatment resistance (ref: Noorani doi.org/10.1158/2159-8290.CD-24-1555/). Collectively, these findings underscore the intricate interplay between tumor biology and immune response, paving the way for innovative therapeutic approaches.