Obesity-associated insulin resistance is accompanied by elevated levels of pro-inflammatory cytokines, such as TNF-alpha, IL-6, and IL-1-beta (36). This evidence concerns the gene IL1B and obesity due to melanocortin 4 receptor deficiency.