Recent research has significantly advanced our understanding of the genetic and molecular underpinnings of Alzheimer's disease (AD). A comprehensive genome-wide association study identified 75 risk loci associated with AD, including 42 previously unreported loci, highlighting the complex genetic landscape that contributes to the disease (ref: Bellenguez doi.org/10.1038/s41588-022-01024-z/). Additionally, a study utilizing resting-state functional magnetic resonance imaging revealed common genetic variants that influence intrinsic brain activity, linking these variants to cognitive outcomes and suggesting a genetic basis for functional network alterations in AD (ref: Zhao doi.org/10.1038/s41588-022-01039-6/). Furthermore, the interplay between amyloid-beta and tau proteins was explored, revealing that regional interactions between these proteins promote tau spreading, which is critical for understanding the progression of neurodegeneration (ref: Lee doi.org/10.1016/j.neuron.2022.03.034/). The role of immune responses in AD pathogenesis was also emphasized, particularly through the aberrant activation of type I interferon signaling in microglia and neural cells, which was shown to correlate with cognitive impairment in murine models (ref: Roy doi.org/10.1016/j.immuni.2022.03.018/). Moreover, the presenilin 2 N141I mutation was found to induce a hyperactive immune response, suggesting that genetic mutations can lead to dysregulated immune mechanisms that exacerbate cognitive decline (ref: Nam doi.org/10.1038/s41467-022-29653-2/). Collectively, these studies underscore the multifaceted genetic and molecular mechanisms that contribute to AD, revealing potential targets for therapeutic intervention.