Muscle loss is often found in CKD patients, especially among advanced stage CKD and dialysis patients due to increased muscle degradation, decreased muscle synthesis, chronic inflammation, insulin resistance, and muscle fiber atrophy. This evidence concerns the gene INS and chronic kidney disease.