After adjustment for BMI, CD4+ T cell percentage was lower in the NDM and IFG groups than that of the DM groups, meanwhile CD4+/CD8+ ratio was lower in the NDM group than that in the DM group (P < 0.05). The gene discussed is CD8A; the disease is diabetes mellitus.