Recent advancements in molecular and genetic research have significantly enhanced our understanding of neuro-oncology, particularly in the context of gliomas and medulloblastomas. Tedesco et al. introduced a novel single-cell method, scGET-seq, which allows for comprehensive profiling of both open and closed chromatin, revealing genetic events that contribute to cancer drug resistance in cancer-derived organoids and patient-derived xenograft models (ref: Tedesco doi.org/10.1038/s41587-021-01031-1/). In parallel, Liu et al. and Prensner et al. highlighted the clinical utility of cell-free DNA from cerebrospinal fluid as a biomarker for measurable residual disease (MRD) in medulloblastoma, demonstrating its potential in monitoring treatment response and improving prognostic assessments (ref: Liu doi.org/10.1016/j.ccell.2021.09.012/; Prensner doi.org/10.1016/j.ccell.2021.09.014/). Johnson et al. and Chaligne et al. further explored glioma heterogeneity, identifying epigenetic regulators and transcriptional cell state diversity that contribute to therapeutic resistance, emphasizing the role of local DNA methylation disorders in aggressive tumor behavior (ref: Johnson doi.org/10.1038/s41588-021-00926-8/; Chaligne doi.org/10.1038/s41588-021-00927-7/). Additionally, Faas et al. investigated the metabolic reprogramming of alternatively activated macrophages, linking IL-33 signaling to inflammation resolution, which may have implications for the tumor microenvironment (ref: Faas doi.org/10.1016/j.immuni.2021.09.010/). Lastly, Yang et al. demonstrated that glucosylated polymer chains conjugated to checkpoint blockade antibodies enhance their efficacy against glioblastoma, suggesting a promising therapeutic strategy to overcome the challenges posed by the blood-tumor barrier (ref: Yang doi.org/10.1038/s41551-021-00803-z/).