As shown in the table, the expressions of CCR1, PNOC, and VIP genes were significantly correlated with tumor purity, B cell infiltration, CD8+T cell infiltration, CD4+T cell infiltration, macrophage infiltration, neutrophil infiltration and dendritic cell infiltration, and the differences were statistically significant. The gene discussed is PNOC; the disease is neoplasm.