TNF and obesity due to melanocortin 4 receptor deficiency: Circulating cytokines: As alluded to above, obesity and insulin resistance are associated with increased circulating concentration of inflammatory cytokines including TNF-alpha, IL-1beta, IL-6, and Il-18 (54, 57, 58).