Key signaling pathways, such as the CXCR2-CXCL8 axis and interactions with tumor-associated macrophages, regulate neutrophil recruitment and activation in the TME, enhancing inflammation and tumorigenesis. The gene discussed is CXCL8; the disease is neoplasm.