Interestingly, the significant association between the PNPLA3 I148M variant and increased risk of kidney dysfunction was independent of established renal risk factors and severity of FLD, suggesting that the PNPLA3 I148M might be directly involved in the pathophysiology of diabetic nephropathy. This evidence concerns the gene PNPLA3 and diabetic kidney disease.