Interestingly, PRKAG2 also associated with renal function and CKD in a meta-analysis of genome-wide data73,74 and was differentially methylated in kidney tissue in a study comparing methylation profiles between individuals with and without diabetic kidney disease (DKD)75. This evidence concerns the gene PRKAG2 and diabetic kidney disease.