Microglia play a crucial role in the pathogenesis of Alzheimer's disease (AD), particularly through their interactions with apolipoprotein E (APOE) and amyloid-beta (Aβ). Kaji et al. demonstrated that APOE aggregates can initiate Aβ amyloidosis in microglia, suggesting that the endocytic uptake of APOE is a key factor in the onset of Aβ plaque formation (ref: Kaji doi.org/10.1016/j.immuni.2024.09.014/). This finding aligns with the work of Tuddenham et al., who utilized single-cell RNA sequencing to profile human microglia, revealing distinct subsets associated with various functions, including antigen presentation and metabolism, which may influence their role in AD (ref: Tuddenham doi.org/10.1038/s41593-024-01764-7/). Furthermore, Gabitto et al. provided insights into the cellular populations involved in AD by employing multiomics approaches, highlighting the complexity of microglial responses in different stages of the disease (ref: Gabitto doi.org/10.1038/s41593-024-01774-5/). The immune response mediated by microglia is further complicated by genetic factors, as shown by Lu et al., who found that TRPV1 can alleviate APOE4-dependent microglial activation and T cell infiltration, indicating a potential therapeutic target for modulating neuroinflammation in AD (ref: Lu doi.org/10.1186/s40035-024-00445-6/). Zhang et al. focused on the NLRP3 inflammasome, revealing that glutamine metabolism enhances its activation in microglia, linking metabolic pathways to inflammatory responses in AD (ref: Zhang doi.org/10.1186/s12974-024-03254-w/). Additionally, Long et al. explored TREM2, a receptor that enhances microglial phagocytosis of Aβ, suggesting that targeting TREM2 signaling could modify AD progression (ref: Long doi.org/10.1186/s13195-024-01599-1/). Choi et al. emphasized the need for subtyping AD based on microglial genetic risk factors to develop more effective treatments, highlighting the heterogeneity within microglial populations (ref: Choi doi.org/10.1186/s13195-024-01583-9/).