Increased urinary excretion of PPARα-responsive nicotinamide metabolites occurred following DMT, alongside reversal of DKD-associated reductions in urinary clearance metabolites and increases in urinary TCA cycle intermediates which occurred in the ZDSD untreated mild and severe groups (Figure 8D-F). This evidence concerns the gene PPARA and diabetic kidney disease.