Recent studies have highlighted the critical role of microglia in the pathogenesis of Alzheimer's disease (AD), particularly in relation to amyloid and tau pathologies. For instance, the ApoE3 R136S variant has been shown to bind to tau, inhibiting its propagation and reducing neurodegeneration in mouse models (ref: Chen doi.org/10.1016/j.neuron.2024.12.015/). This protective effect contrasts with findings that demyelination-derived lysophosphatidylserine promotes microglial dysfunction, exacerbating AD pathology (ref: Zhou doi.org/10.1038/s41423-024-01235-w/). Moreover, the APOE Christchurch variant enhances microglial responses to amyloid plaques while suppressing responses to tau pathology, indicating a nuanced role of genetic factors in microglial activation (ref: Tran doi.org/10.1186/s13024-024-00793-x/). The Human Microglia Atlas has further elucidated the diversity of microglial populations across neurodegenerative conditions, revealing distinct activation states associated with AD (ref: Martins-Ferreira doi.org/10.1038/s41467-025-56124-1/). Additionally, genetic studies have identified that variants such as ABCA7 p.A696S can disrupt microglial responses to amyloid pathology, suggesting that genetic predispositions significantly influence microglial function in AD (ref: Ma doi.org/10.1016/j.nbd.2025.106813/). The accumulation of lipid droplets in microglia, linked to neuroinflammation, has been observed in aging brains, indicating that metabolic changes may also contribute to microglial dysfunction (ref: Sha doi.org/10.1038/s41419-024-07328-8/). These findings collectively underscore the complex interplay between genetic factors, microglial activation, and neuroinflammatory processes in the context of Alzheimer's disease.