Baseline age, Hcy, HbA1c, BMI, Alb, eGFR, bicarbonate and LDL were selected as variables relevant for predicting 3-year DKD risk in patients with T2DM and normo-albuminuria. The gene discussed is ALB; the disease is diabetic kidney disease.