PPARGC1A and diabetic kidney disease: Although clinical evidence supporting the effects of exercise on lipid metabolism in DKD is limited, animal studies have shown that exercise can increase the expression of medium-chain acyl-coenzyme A dehydrogenase and PGC-1α, both of which are involved in fatty acid metabolism.