Network analysis highlighted immune-related hub genes (CXCL1, CCL20, IL12B, and STAT4) involved in chemotaxis, leukocyte migration, and cytokine signaling, linking immune dysregulation to tumor development. This evidence concerns the gene IL12B and neoplasm.