Recent studies have significantly advanced our understanding of the cellular mechanisms underlying Alzheimer's disease (AD) pathology. A notable study created a single-nucleus atlas from cortical biopsies of living individuals with varying degrees of AD pathology, revealing transient cell states that are specific to early AD (ref: Gazestani doi.org/10.1016/j.cell.2023.08.005/). This work complements findings from another study that profiled epigenomic and transcriptomic landscapes of 850,000 nuclei from the prefrontal cortex, identifying regulatory modules linked to AD risk variants (ref: Xiong doi.org/10.1016/j.cell.2023.08.040/). Furthermore, research on DNA double-strand breaks in neurons highlighted their role in genome structural variations and 3D genome disruption, suggesting that these alterations may contribute to neurodegeneration (ref: Dileep doi.org/10.1016/j.cell.2023.08.038/). The identification of specific neuron subtypes that correlate with cognitive resilience against AD pathology underscores the complexity of neuronal responses to AD (ref: Mathys doi.org/10.1016/j.cell.2023.08.039/). Overall, these studies illustrate a multifaceted interplay of cellular dynamics, genetic factors, and epigenetic modifications in the progression of AD pathology. Moreover, the introduction of TrackerSci, a novel single-cell genomic method, has allowed researchers to explore the dynamics of progenitor cells in both healthy and AD-affected brains (ref: Lu doi.org/10.1016/j.cell.2023.08.042/). This methodological advancement, along with the insights gained from a comprehensive review of single-nuclei RNA sequencing studies, emphasizes the importance of understanding cell-type-specific mechanisms in AD progression (ref: Luo doi.org/10.1016/j.cell.2023.09.001/). Additionally, the functional characterization of genetic variants in microglia has revealed significant enrichment of AD heritability, highlighting the critical role of immune cells in AD pathology (ref: Yang doi.org/10.1038/s41588-023-01506-8/). Together, these findings provide a robust framework for future investigations into the cellular and molecular underpinnings of Alzheimer's disease.