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. Here, INS is linked to retinal disorder.