Microglial activation plays a crucial role in the pathogenesis of Alzheimer's disease (AD), with recent studies highlighting various mechanisms through which microglia contribute to neurodegeneration. One study demonstrated that histone H4 lysine 12 lactylation enhances microglial glucose metabolism, creating a positive feedback loop that exacerbates amyloid-beta (Aβ) accumulation and cognitive deficits in AD mouse models (ref: Pan doi.org/10.1016/j.cmet.2022.02.013/). Another investigation revealed that large extracellular vesicles released by microglia propagate early synaptic dysfunction, suggesting that these vesicles may serve as carriers of pathogenic signals that spread neurodegeneration throughout the brain (ref: Gabrielli doi.org/10.1093/brain/). Furthermore, the modulation of microglial inflammatory responses has been explored, with a lipoprotein-inspired nanoscavenger showing promise in enhancing Aβ clearance while mitigating microglial dysfunction (ref: Zhang doi.org/10.1021/acs.nanolett.2c00191/). In addition to these findings, the role of necroptosis in microglial activation has been emphasized, with evidence indicating that Aβ oligomers trigger necroptosis in neurons via microglial activation, leading to significant neurodegeneration (ref: Salvadores doi.org/10.1186/s40478-022-01332-9/). The microglial receptor TREM2 has also been implicated in promoting Aβ phagocytosis through exosome secretion, highlighting the importance of microglial exosomal pathways in AD (ref: Huang doi.org/10.1002/1873-3468.14336/). Lastly, the compound Arglabin has been shown to regulate microglial polarization, shifting the balance from pro-inflammatory M1 to anti-inflammatory M2 phenotypes, thereby exerting neuroprotective effects (ref: Yang doi.org/10.1002/jbt.23045/). These studies collectively underscore the multifaceted roles of microglia in AD and suggest potential therapeutic targets for intervention.