Further, four of the most significantly enriched KEGG immune pathways in the CSF and plasma were also identified in APOE ε4 carriers in a disease-independent manner, including EBV, hepatitis B, viral carcinogenesis and pathogenic Escherichia coli infection (Fig. 3b,c and Supplementary Table 8). The gene discussed is APOE; the disease is hepatitis B virus infection.