In the present study, we proved that ERα expression in lung cancer cells can promote NSCLC invasion through increase of and cross‐talk with infiltrated macrophages via up‐regulating the CCL2‐ and CXCL12‐involved signal pathways. Here, CXCL12 is linked to non-small cell lung carcinoma.