Meanwhile, the candidate gene analysis demonstrated a strong association for diabetic neuropathy (MAPK14: rs3761980, rs80028505), and diabetic nephropathy (APOL1: rs136161), proving the contribution of these risk loci in the pathogenesis of diabetic complications across various populations. This evidence concerns the gene APOL1 and diabetic kidney disease.