Within this range of M1 polarity, the adipose tissue (AT-SVF) macrophages had the lowest TNF-α/IL-10 ratios, and switched their cytokine response to LPS to a more pro-inflammatory profile in HFD-induced obesity. This evidence concerns the gene TNF and obesity due to melanocortin 4 receptor deficiency.