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. This evidence concerns the gene CCL4 and Obesity.