Impairment of insulin signaling in the liver, skeletal muscle and adipose tissue can lead to hyperglycemia, persistent high blood sugar levels can lead to cellular damage in the kidneys, potentially resulting in chronic kidney injury and speeding up the progression of DKD (Bai et al., 2025). This evidence concerns the gene INS and diabetic kidney disease.