Recent research has focused on the mechanisms underlying Alzheimer's disease (AD) and potential therapeutic strategies. A key study identified that signaling through the cholecystokinin B receptor (CCKBR) via Gs and Gq pathways is beneficial for AD treatment, contrasting with the detrimental effects of Gi signaling. Clinically, patients with more severe AD exhibited lower CCKBR-Gq activity, suggesting a potential target for intervention (ref: Wang doi.org/10.1016/j.cell.2025.10.034/). Additionally, the therapeutic antibody Lecanemab was shown to activate microglial functions that facilitate amyloid-beta (Aβ) clearance, significantly reducing Aβ pathology in a human microglia xenograft model, highlighting the importance of immune mechanisms in AD (ref: Albertini doi.org/10.1038/s41593-025-02125-8/). Furthermore, research on the apolipoprotein E (APOE) gene revealed that switching from the risk allele APOE4 to the protective APOE2 allele in mice improved metabolic signatures and cognitive outcomes, emphasizing the genetic factors influencing AD pathology (ref: Golden doi.org/10.1038/s41593-025-02094-y/). These findings collectively underscore the multifaceted nature of AD and the potential for targeted therapies that modulate both genetic and immune pathways. In addition to pharmacological approaches, lifestyle factors such as physical activity have been identified as modifiable risk factors for AD. A study demonstrated that higher physical activity levels were associated with slower cognitive decline in cognitively unimpaired older adults with elevated amyloid levels, suggesting that lifestyle interventions could play a crucial role in AD prevention (ref: Yau doi.org/10.1038/s41591-025-03955-6/). This relationship was independent of baseline amyloid burden, indicating that physical activity may exert protective effects regardless of existing pathology. Overall, the integration of genetic, immunological, and lifestyle factors presents a comprehensive view of AD research, paving the way for innovative therapeutic strategies.