Our gene set analysis identified key pathways known to contribute to obesity pathogenesis including: Adipocytokine, AKT, PPAR, Wint, adipogenesis and lipid metabolism. The gene discussed is PPARA; the disease is obesity due to melanocortin 4 receptor deficiency.