1) The distance between PD-L1- TAMs and tumor cells is closer;2) TAMs secrete chemokines such as CXCL5 and CCL18 to induce immune suppression and facilitate tumor proliferation;3) TAMs are associated with the level of TMB and PD-L1 expression. The gene discussed is CXCL5; the disease is neoplasm.