UCP3, MCAD and PDK4 are peroxisome proliferator-activated receptor α (PPARα) targets, a transcription factor that is activated by fatty acid ligands to upregulate fat metabolism, and is increased in diabetes [46]. This evidence concerns the gene PDK4 and diabetes mellitus.