DPP4 expression showed significant correlations with tumor purity in LUSC and significant correlations with the infiltration of B cells, CD8+ T cells, CD4+ T cells, macrophages, neutrophils, and dendritic cell. The gene discussed is DPP4; the disease is neoplasm.