In the monogenic analysis, only the peroxisome proliferator-activated receptor delta (PPARD) gene was associated with obesity (OR = 1.43 [1.04–1.97], p = 0.027). The gene discussed is PPARD; the disease is obesity due to melanocortin 4 receptor deficiency.