However, other authors have demonstrated increased renal expression of key regulators of FAO, including peroxisome proliferator-activated receptor-alpha (PPARα) and 5′ adenosine monophosphate-activated protein kinase (AMPK), following metabolic surgery in preclinical models of DKD [19, 20]. This evidence concerns the gene PPARA and diabetic kidney disease.