This study also found that two SNPs — PNPLA3 rs738409 and TM6SF2 rs58542926 — that have known effects on lipid metabolism and deposition in the liver, are genetic risk factors for CKD in these patients. This evidence concerns the gene PNPLA3 and chronic kidney disease.