On the other hand, obesity was associated with lower adiponectin and higher TNF-α concentrations, while HDL < 1.02 mmol/L was associated with higher TNF-α and lower adiponectin levels [11]. This evidence concerns the gene TNF and obesity due to melanocortin 4 receptor deficiency.