In obesity-related insulin resistance, hypertrophic adipocytes secrete elevated levels of pro-inflammatory cytokines, such as tumor necrosis factor-alpha (TNF-α) and interleukin-6 (IL-6). This evidence concerns the gene TNF and obesity due to melanocortin 4 receptor deficiency.