Recent research has significantly advanced our understanding of genetic and molecular mechanisms underlying various neuropathologies. A large-scale genome-wide association study involving 212,453 Japanese individuals identified 320 independent signals across 276 loci for 27 diseases, revealing 25 novel susceptibility loci (ref: Ishigaki doi.org/10.1038/s41588-020-0640-3/). This study highlights the importance of diverse genetic backgrounds in elucidating disease mechanisms, particularly in East Asian populations, which have been underrepresented in genetic research. Additionally, the development of novel Hexb-based tools has enabled researchers to differentiate between microglia and CNS-associated macrophages, revealing that Hexb is a stably expressed core gene in microglia, while other core genes are downregulated during disease states (ref: Masuda doi.org/10.1038/s41590-020-0707-4/). Furthermore, research into chromatin-modifying complexes has shown that neural-specific depletion of members of the NSL complex leads to severe vascular defects and brain hemorrhaging, indicating a critical link between genetic mutations and vascular pathology in the brain (ref: Sheikh doi.org/10.1038/s41556-020-0526-8/). These findings collectively underscore the complex interplay between genetic factors and neuropathological outcomes, paving the way for targeted therapeutic strategies.