We also found increased concentrations of CCL3, IL-1β, and TNFα from among the 38 cytokines, chemokines, and growth factors examined in plasma from ccRCC subjects with obesity versus tumor-free donors with obesity (Fig 2). This evidence concerns the gene CCL3 and obesity due to melanocortin 4 receptor deficiency.