The binding environment of GPI-luteolin and GPI-stigasterol was relatively stable and showed good affinity.<h4>Conclusions</h4>PGF, GFAP, SST, GPI, and NFKBIA were identified for early AD diagnosis, associated with immune cells and pathways in AD brains. The gene discussed is NFKBIA; the disease is Alzheimer disease.