Research into the pathophysiology of Alzheimer's disease (AD) has revealed complex mechanisms underlying its progression. A significant study by Coleman et al. utilized single-cell RNA sequencing to decode cellular changes in AD, proposing a combination therapy that targets multiple cell types involved in the disease, validated through mouse models and real-world evidence (ref: Coleman doi.org/10.1016/j.cell.2025.08.037/). In parallel, Gertie et al. identified a novel ZBP1-RIPK1 signaling pathway in microglia that drives neuroinflammation in AD, highlighting potential therapeutic targets (ref: Gertie doi.org/10.1016/j.immuni.2025.09.010/). Furthermore, Chen et al. focused on the blood-brain barrier's role in AD, demonstrating that modulation of LRP1 can enhance amyloid-β clearance, suggesting a new therapeutic strategy (ref: Chen doi.org/10.1038/s41392-025-02426-1/). The concept of cognitive resilience was explored by Castanho et al., who integrated transcriptomic data to identify molecular signatures that protect certain individuals from cognitive decline despite AD pathology (ref: Castanho doi.org/10.1186/s13024-025-00892-3/). Additionally, Alexandersen et al. developed a computational model linking neuronal activity and amyloid-β to tau pathology in the entorhinal cortex, a region particularly vulnerable in AD (ref: Alexandersen doi.org/10.1093/brain/). Lastly, Karlsson et al. emphasized the importance of normalizing cerebrospinal fluid and plasma biomarkers to reference proteins to improve the reliability of AD pathology representation (ref: Karlsson doi.org/10.1093/brain/).