After inclusion of MetS in the model, independent associations of a FLI≥60 were found with impaired renal function, smoking, hemoglobin, total leucocytes, CRP, platelets, ALT, ALP and albumin (all P<0.0001) (Table 4, model 1 and 2). The gene discussed is ALB; the disease is metabolic syndrome.