Through single cell analysis, we found that CXCL8 was mainly expressed in macrophages in lung adenocarcinoma samples, suggesting that CXCL8 may induce an immunosuppressive microenvironment through macrophages, thereby promoting tumor progression. Here, CXCL8 is linked to lung adenocarcinoma.