Research on microglial function in Alzheimer's disease (AD) has revealed critical insights into the role of genetic variants and inflammatory responses. A study established isogenic human embryonic stem cell-derived microglia-like cell lines harboring AD variants, demonstrating that AD-like expression signatures were particularly evident in SORL1 and TREM2 variants, with APOE identified as a key pathogenic node (ref: Liu doi.org/10.1084/jem.20200474/). Another investigation focused on the PLCG2 gene variant, Plcγ2-P522R, which was shown to enhance immune functions and reduce AD risk in a knock-in mouse model, highlighting the importance of microglial genetic variants in AD pathology (ref: Takalo doi.org/10.1186/s13024-020-00402-7/). Additionally, the interplay between amyloid pathology and hyperhomocysteinemia was explored, revealing that dietary-induced hyperhomocysteinemia exacerbates amyloid deposition and inflammatory responses in aged mouse models (ref: Braun doi.org/10.1186/s12974-020-01938-7/). Further studies have demonstrated that β-hydroxybutyrate can inhibit NLRP3 inflammasome activation, thereby reducing AD pathology in the 5XFAD mouse model, which underscores the potential for metabolic interventions in AD treatment (ref: Shippy doi.org/10.1186/s12974-020-01948-5/). The beneficial effects of Klotho overexpression on amyloid-β clearance and cognitive function were also noted, indicating that enhancing this pathway could ameliorate AD-related cognitive deficits (ref: Zhao doi.org/10.1111/acel.13239/). Moreover, TREM2's role in promoting anti-inflammatory responses in microglia was confirmed, with reduced TREM2 expression leading to diminished anti-inflammatory gene responses (ref: Liu doi.org/10.1093/hmg/). Lastly, the ability of liquiritigenin to shift microglial polarization from M1 to M2 type, thereby decreasing Aβ levels and cognitive decline, suggests a therapeutic avenue for AD (ref: Du doi.org/10.1007/s12640-020-00284-z/).