This narrative review summarizes preclinical research on the CXCR4/CXCL12 signaling axis, which is implicated in inflammatory responses in Alzheimer's disease pathology through microglia and astrocytes. It proposes this axis as a potential therapeutic target, though its specific role in disease development requires further study.