Both biochemical parameters (Glucose, Triglyceride, HDL, Albumin, WBC) and clinical characteristics (BMI, diabetes duration >10 years, insulin use) were independently associated with glycemic deterioration. This evidence concerns the gene INS and diabetes mellitus.