Recent research has significantly advanced our understanding of Alzheimer's disease (AD) through various innovative methodologies and findings. The Seattle Alzheimer’s Disease Brain Cell Atlas (SEA-AD) serves as a comprehensive resource that integrates neuropathology, single-cell and spatial genomics, and clinical metadata, providing insights into the cellular and molecular pathologies underlying AD (ref: Hawrylycz doi.org/10.1038/s43587-024-00719-8/). In a comparative study of plasma biomarkers, Warmenhoven et al. demonstrated that plasma phosphorylated tau 217 (p-tau217) assays, particularly the WashU variant, exhibited superior performance in predicting amyloid PET status compared to other immunoassays, highlighting the potential for blood-based biomarkers in early detection (ref: Warmenhoven doi.org/10.1093/brain/). Furthermore, Feng et al. reported widespread dysregulation of transposable elements in aging brains with AD, linking these changes to neuroinflammation and genetic factors such as APOE genotypes, which may contribute to the disease's pathogenesis (ref: Feng doi.org/10.1002/alz.14164/). Additionally, a study on former elite American football players revealed elevated levels of plasma p-tau biomarkers, suggesting a connection between repetitive head impacts and neurodegenerative changes (ref: Miner doi.org/10.1002/alz.14231/). Lowe et al. found that amyloid PET imaging detects brain Aβ deposition earlier than cerebrospinal fluid biomarkers, emphasizing the utility of imaging in clinical settings (ref: Lowe doi.org/10.1002/alz.14317/). Lastly, Wang et al. demonstrated that ouabain treatment ameliorates cognitive impairment and neuropathology in a familial AD model, suggesting potential therapeutic avenues (ref: Wang doi.org/10.3390/nu16203558/).