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. This evidence concerns the gene APOA1 and obesity due to melanocortin 4 receptor deficiency.