Research into Alzheimer's disease (AD) has increasingly focused on the interplay between genetic, environmental, and microbial factors that contribute to disease pathology. A study highlighted the role of gut microbiota in modulating AD risk, demonstrating that depleting gut bacteria in genetically predisposed mice reduced neuropathology in a sex-dependent manner, which was reversed by administering short-chain fatty acids, indicating that specific bacterial metabolites may enhance AD susceptibility (ref: Kazmi doi.org/10.1016/j.cell.2023.01.004/). Additionally, advancements in spatial transcriptomics have provided insights into the cellular and molecular dynamics of AD, with a novel method, STARmap PLUS, allowing for high-resolution mapping of transcriptional states alongside tissue histopathology in mouse models (ref: Zeng doi.org/10.1038/s41593-022-01251-x/). This integrative approach is crucial for understanding the spatiotemporal changes that characterize AD progression. Moreover, the role of microglial phagocytosis in synaptic loss has been elucidated, with findings indicating that perivascular cells can induce microglial phagocytic states via SPP1, highlighting a potential therapeutic target to mitigate synaptic loss in AD (ref: De Schepper doi.org/10.1038/s41593-023-01257-z/). The identification of specific molecular changes, such as the emergence of distinct astrocytic populations in aging and AD, further underscores the complexity of the disease (ref: Unknown doi.org/10.1038/s41593-023-01254-2/). Despite the promise of therapies targeting tau pathology, such as tilavonemab, recent trials have shown limited efficacy, emphasizing the need for continued exploration of diverse therapeutic strategies (ref: Florian doi.org/10.1093/brain/).