Burst keywords persisting until 2024 included “memory,” “NLRP3 inflammasome,” and “system.” High-impact studies emphasized microglial roles in AD pathology, including Aβ clearance, synaptic pruning, inflammation, metabolism, phenotype shifts, immune memory, and genetic variation. The gene discussed is NLRP3; the disease is Alzheimer disease.