Microglia, the resident immune cells of the brain, play a critical role in the pathology of Alzheimer's disease (AD). Recent studies have focused on the identification and characterization of specific microglial populations, particularly those expressing the TREM2 gene, which is associated with increased risk for AD. Rachmian et al. utilized high-throughput mass cytometry to identify senescent microglia in the 5×FAD mouse model, revealing that these cells exhibit a distinct signature compared to disease-associated microglia (DAM), suggesting a complex role in AD pathology (ref: Rachmian doi.org/10.1038/s41593-024-01620-8/). Additionally, Hou et al. demonstrated that targeting the inhibitory receptor LILRB4 on microglia can attenuate amyloid pathology, highlighting the potential for therapeutic interventions that modulate microglial responses (ref: Hou doi.org/10.1126/scitranslmed.adj9052/). The regulation of microglial gene expression through innovative approaches, such as RNAase-H active antisense oligonucleotides, has also been explored by Vandermeulen et al., who showed that these oligonucleotides can modify microglial responses to amyloid-β plaques in vivo (ref: Vandermeulen doi.org/10.1186/s13024-024-00725-9/). These findings collectively underscore the heterogeneity of microglial functions in AD and the potential for targeted therapies that harness these cells' capabilities to mitigate disease progression. Furthermore, the clinicopathologic heterogeneity of AD has been examined through the lens of glial activation patterns. Kouri et al. analyzed a large cohort of autopsied individuals to explore the spatial distribution of neurofibrillary tangles and their correlation with glial activation, using a novel corticolimbic index (CLix) to quantify disease heterogeneity (ref: Kouri doi.org/10.1001/jamaneurol.2024.0784/). The development of an integrated toolkit for human microglial functional genomics by Haq et al. offers researchers new avenues to study microglial functions in AD, incorporating a CRISPR-ON/OFF system for controlled gene expression (ref: Haq doi.org/10.1186/s13287-024-03700-9/). Lastly, Ramakrishnan et al. elucidated the role of SHIP1 in mediating TREM2-induced microglial functions, providing insights into the molecular mechanisms that govern microglial activation and their neuroprotective roles in AD (ref: Ramakrishnan doi.org/10.1016/j.molimm.2024.04.002/).