In this multicenter retrospective cohort study enrolling incident dialysis patients with diabetes, we showed that patients with severe proteinuria were more likely to have advanced diabetic retinopathy (microangiopathy) and to receive insulin at dialysis initiation. Here, INS is linked to diabetic retinopathy.