Among the immune-related pathways, B-cell receptor signaling, Th17 cell differentiation, and C-type lectin receptor signaling were highlighted, suggesting that acetic acid derived from CBM588 intervention may modulate immune system pathways in the brain, potentially ameliorating cognitive deficits in Tg mice. The gene discussed is CLEC4D; the disease is Cognitive impairment.