In advanced CKD patients, only certain medications can be used [40], including all DPP4is, Repaglinide, Glipizide, Gliclazide, Pioglitazone, GLP-1R (Liraglutide and Dulaglutide) and insulin. Here, INS is linked to chronic kidney disease.