The re-classification of diabetic patients into subclusters (based on six variables, including systemic insulin resistance) has emphasised this relationship, highlighting that cellular insulin-resistant individuals at initial presentation have the highest risk of developing DKD5 and indicating that kidney disease occurs secondary to insulin resistance9. This evidence concerns the gene INS and kidney disorder.