Recent research has illuminated various mechanisms and potential treatments for Alzheimer's disease (AD), a leading cause of dementia. A study by Bouzid et al. explored the association between clonal hematopoiesis of indeterminate potential (CHIP) and AD, finding that CHIP may confer a protective effect against the disease. This was established through blood DNA sequencing data from 1,362 individuals with AD compared to 4,368 controls, suggesting that alterations in myeloid cell function due to CHIP mutations could influence AD risk (ref: Bouzid doi.org/10.1038/s41591-023-02397-2/). In another innovative approach, Gao et al. demonstrated that neural stem cell-derived extracellular vesicles (NSC-EVs) could mitigate AD-like phenotypes in a preclinical mouse model, specifically the 5 × FAD mice. Their findings indicated that intravenous administration of both NSC-EVs and induced NSC-EVs significantly improved cognitive function and reduced neuroinflammation, highlighting a promising therapeutic avenue for AD (ref: Gao doi.org/10.1038/s41392-023-01436-1/). Furthermore, Sun et al. conducted a single-nucleus transcriptomic analysis of cerebrovascular cells in AD, revealing significant dysregulation in the human cerebrovasculature across six brain regions, which may contribute to the pathophysiology of AD (ref: Sun doi.org/10.1038/s41593-023-01334-3/). These studies collectively underscore the multifaceted nature of AD pathology and the potential for novel therapeutic strategies targeting both genetic and cellular mechanisms.