CCL4 and obesity due to melanocortin 4 receptor deficiency: We further identified IL6, CCL19, CXCL8, CXCL12, CCL2, CCL3, CCL4, CXCL2, IL1B, and CXCL1 as the hub genes that play vital roles in the pathogenesis of obesity.