PNI determined by the number of LYM in peripheral blood and serum ALB showed statistically significantly different values between the preDM and T2DM group, as well as the fact that patients with T2DM had a moderate-to-severe malnutrition status at diagnosis. The gene discussed is ALB; the disease is type 2 diabetes mellitus.