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. Here, PPARA is linked to obesity due to melanocortin 4 receptor deficiency.