Obesity-associated insulin resistance correlates with elevated levels of pro-inflammatory cytokines, such as TNF-α, IL-1β, and IL-6 (42, 59–62). This evidence concerns the gene TNF and obesity due to melanocortin 4 receptor deficiency.