Through the analysis of LUAD single-cell transcriptome datasets, the Tumor Immune Estimation Resource (TIMER), TISIDB, and other databases, we found that DPEP2 plays a pivotal role in shaping the immune microenvironment of LUAD. The gene discussed is DPEP2; the disease is neoplasm.