As to the neuroinflammation and neurodegeneration in the brain, previous studies mentioned that Gal-3 stands out as a key pathological biomarker of AD pathology (43, 44), which was consistent with our KEGG analysis results (Figure 3D). The gene discussed is LGALS3; the disease is Alzheimer disease.