INS and chronic kidney disease: Insufficient insulin secretion was one of the risk factor of diabetic nephropathy (27); 5-methoxytryptophan (5-MTP), acetylcarnitine, taurine and tiglylcarnitine, were strongly correlated with the development of CKD (28).