The tumour-biased CXCL8hi_IL1Bhi_Mac macrophages secreted proinflammatory and tumour-supporting cytokines like CXCL8, IL1B, and CCL3, inducing cancer cell growth, invasion, and metastasis. The gene discussed is CCL3; the disease is neoplasm.