In our study, we found that CD73 in NSCLC tumor cells and CD39 in macrophages led to extracellular adenosine accumulation in TME, A2AR activation and CXCL5 secretion in macrophages. The gene discussed is ADORA2A; the disease is non-small cell lung carcinoma.