Subsequently, in late obesity, we observed the overexpression of genes involved in anatomical structural morphogenesis, such as C–C motif chemokine ligand 7 (Ccl7), an important chemoattractant of leukocytes (Menten et al., 1999). Here, CCL7 is linked to obesity due to melanocortin 4 receptor deficiency.