APOM, APOA2, APOC3, and APOA1, all apolipoproteins, were associated with lipid transport and involved in the PPAR signaling pathway and cholesterol metabolism, which played important roles in obesity development. The gene discussed is APOC3; the disease is obesity due to melanocortin 4 receptor deficiency.