In this study, we investigated the expression pattern and the function of HHLA2 in NSCLC and provided evidence that knockdown of HHLA2 inhibited NSCLC proliferation, migration, invasion, and M2 polarization of TAMs. The gene discussed is HHLA2; the disease is non-small cell lung carcinoma.