Microglia, the brain's resident immune cells, play a complex role in Alzheimer's disease (AD) pathology. Recent studies have highlighted the metabolic reprogramming of microglia in response to amyloid-beta (Aβ) accumulation. For instance, Lu et al. demonstrated that microglial energy metabolism is significantly suppressed during chronic Aβ exposure, affecting oxidative phosphorylation and aerobic glycolysis through the mTOR-AKT-HIF-1α pathway (ref: Lu doi.org/10.15252/embr.202052013/). This metabolic dysfunction may contribute to the overall inflammatory environment in AD. Furthermore, Schilling et al. explored the differential activation of microglia through Toll-like receptors (TLRs), revealing that TLR2 and TLR3 activation leads to varying levels of neuronal network dysfunction, indicating a context-dependent role of microglia in neuroinflammation (ref: Schilling doi.org/10.1016/j.bbi.2021.05.013/). In a genetic context, Quan et al. found that haploinsufficiency of MyD88 in microglia reduced Aβ load and improved cognitive function in APP/PS1-transgenic mice, suggesting that modulating microglial activation can ameliorate AD pathology (ref: Quan doi.org/10.1002/glia.24007/). Vautheny et al. further emphasized the importance of microglial signaling, showing that TREM2 deficiency exacerbates tau pathology in a mouse model, highlighting the critical role of microglial health in the progression of AD (ref: Vautheny doi.org/10.1016/j.nbd.2021.105398/). Lastly, El-Din et al. investigated the potential of rice bran extract as a PPAR-γ agonist to modulate microglial phenotype, suggesting a therapeutic avenue for addressing neuroinflammation in AD (ref: El-Din doi.org/10.1007/s11011-021-00741-4/).