In conclusion, upregulated eNOS and nNOS protein and ameliorated NADPH oxidase and α-oxoaldehydes in the kidneys may be potential mechanisms by which chronic running exercise can reduced early diabetic nephropathy in ZDF rats. Here, FMO5 is linked to diabetic kidney disease.