Recent studies have significantly advanced our understanding of the pathophysiology of Alzheimer's disease (AD), particularly regarding the roles of various cellular and molecular mechanisms. One study introduced a humanized APOE3 Christchurch knock-in mouse model, which demonstrated that the APOE3ch mutation alters microglial responses and suppresses amyloid-beta (Aβ)-induced tau seeding and spread (ref: Chen doi.org/10.1016/j.cell.2023.11.029/). Another investigation profiled 80,660 single-nucleus transcriptomes from the prefrontal cortex of individuals with varying degrees of AD pathology, revealing transcriptionally distinct subpopulations across major brain cell types, including those linked to myelination and inflammation (ref: Unknown doi.org/10.1038/s41588-023-01573-x/). Additionally, a global analysis utilizing an advanced single-cell combinatorial indexing strategy identified over 300 cell subtypes and their molecular characteristics, shedding light on age-dependent cellular dynamics in the mammalian brain (ref: Sziraki doi.org/10.1038/s41588-023-01572-y/). Moreover, the relationship between Aβ accumulation and tau pathology was explored, with findings suggesting that Aβ-induced hyperexcitability in the default mode network drives medial temporal hyperactivity and early tau accumulation (ref: Giorgio doi.org/10.1016/j.neuron.2023.11.014/). This model proposes that disruptions in excitatory-inhibitory balance due to Aβ may be a causal pathway leading to tau accumulation in the entorhinal cortex. Lastly, the role of circulating senescent myeloid cells in neurodegeneration was highlighted, linking inflammatory processes to the pathogenesis of AD (ref: Wilk doi.org/10.1016/j.immuni.2023.11.011/).