We have previously shown in both mice and humans (Europeans ancestry) that multiple HOX genes are involved in embryonic development and pattern specification (e.g. HOXA5, HOXC8, HOXC9), and play an important role in obesity and body fat distribution, with potential functional differences between distinct AT depots9. Here, HOXC9 is linked to obesity due to melanocortin 4 receptor deficiency.