Fourteen candidate predictors (age, sex, BMI, smoking status, systolic blood pressure, macrovascular complications, insulin dependency, duration of diabetes, retinopathy, treatment modality, Karnofsky scale, hemoglobin level, serum phosphate and serum albumin) were included in this analysis. The gene discussed is ALB; the disease is retinal disorder.