The relationships between TNFα receptors and plasma lipids in the obese group disappeared after controlling for insulin sensitivity, suggesting that lipid abnormalities associated with TNFα system in obesity might be fully explained by TNFα-associated insulin resistance. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.