PPARA and obesity due to melanocortin 4 receptor deficiency: However, the physiological level of bilirubin seems to be beneficial for preventing obesity and diabetes because bilirubin directly binds with peroxisome proliferator-activated receptor alpha (PPARα), and positively drive the fatty acid β-oxidation19.