Recent studies have significantly advanced our understanding of the cellular and molecular mechanisms underlying Alzheimer's disease (AD). One pivotal study generated a single-nucleus atlas from cortical biopsies of living individuals with varying degrees of AD pathology, revealing transient cell states specific to early AD pathology (ref: Gazestani doi.org/10.1016/j.cell.2023.08.005/). Complementarily, another research effort profiled the epigenomic and transcriptomic landscapes of 850,000 nuclei from the prefrontal cortexes of 92 individuals, identifying non-coding loci associated with AD risk and elucidating the transcriptional regulatory circuitry involved (ref: Xiong doi.org/10.1016/j.cell.2023.08.040/). Furthermore, the investigation into neuronal DNA double-strand breaks (DSBs) highlighted their role in genome structural variations and 3D genome disruption, particularly in excitatory neurons burdened with DNA damage, which aligns with transcriptional changes in synaptic and neuronal development genes (ref: Dileep doi.org/10.1016/j.cell.2023.08.038/). Additionally, a single-cell atlas study uncovered correlates of high cognitive function and resilience to AD pathology, identifying specific alterations in excitatory neuron subtypes and the depletion of somatostatin inhibitory neurons in AD (ref: Mathys doi.org/10.1016/j.cell.2023.08.039/). The introduction of TrackerSci, a novel single-cell genomic method, allowed for the exploration of progenitor cell dynamics in both human and mouse brains, further contributing to our understanding of cellular changes in AD (ref: Lu doi.org/10.1016/j.cell.2023.08.042/). Collectively, these studies emphasize the importance of single-cell approaches in deciphering the complex cellular landscape of AD and highlight potential therapeutic targets, such as senolytic therapy, which was evaluated in a phase 1 clinical trial showing feasibility and safety in early-stage AD patients (ref: Gonzales doi.org/10.1038/s41591-023-02543-w/).