Recent studies have elucidated various molecular mechanisms and potential biomarkers associated with Alzheimer's disease (AD). One significant finding is the role of the low-density lipoprotein receptor-related protein 2 (LRP2), which has been shown to function as a molecular machine for endocytosis, crucial for ligand binding and shedding in the context of AD pathology (ref: Beenken doi.org/10.1016/j.cell.2023.01.016/). Another study highlights the impact of gut microbiota on AD risk, demonstrating that depleting gut bacteria in genetically predisposed mice reduces neuropathology, a finding that underscores the importance of microbial metabolites in modulating disease susceptibility (ref: Kazmi doi.org/10.1016/j.cell.2023.01.004/). Furthermore, innovative imaging techniques using near-infrared fluorescence have been developed to non-invasively detect amyloid-β aggregates and tau fibrils in vivo, enhancing our ability to monitor disease progression in mouse models (ref: Hou doi.org/10.1038/s41551-023-01003-7/). Additionally, the role of perivascular cells in modulating microglial activity through SPP1 has been highlighted, suggesting a critical pathway for synaptic loss in AD (ref: De Schepper doi.org/10.1038/s41593-023-01257-z/). The identification of specific populations of astrocytes and their activation in response to amyloid plaques further supports the complex interplay of cellular changes in the brain during early stages of AD (ref: Unknown doi.org/10.1038/s41593-023-01254-2/). These findings collectively emphasize the multifaceted nature of AD pathology, integrating genetic, environmental, and cellular factors that contribute to disease progression.