Compared with non-albuminuria group, age, male, smoking proportion, less than moderate physical activity, hypertension prevalence, diabetes prevalence, cardiovascular disease prevalence, metabolic syndrome prevalence, BMI, WC, FPG, FIns, TG, Scr, urinary albumin, and HOMA-IR were significantly increased in moderately increased albuminuria and severely increased albuminuria groups (P<0.001), and LDL-c, HDL-c, urinary creatinine, and eGFR were decreased (P<0.05). The gene discussed is ALB; the disease is diabetes mellitus.