In addition to the known association of hemoglobin A1c and nuclear factor κB with obesity, serum levels of mucin-1 as well as upregulation of genes point to its modifier effect on obesity. This evidence concerns the gene MUC1 and obesity due to melanocortin 4 receptor deficiency.