Furthermore, both IL-1RA and IL-6 have been positively associated with hypoxia in animal and human models [56,57], as well as measures of obesity and insulin resistance in nondiabetic adults [58]. This evidence concerns the gene IL6 and obesity due to melanocortin 4 receptor deficiency.