Furthermore, immune infiltration analysis showed that CEACAM1 expression correlated with CD8+ and CD4+ T cells, macrophage, neutrophil, and dendritic cell infiltration in ccRCC. The gene discussed is CEACAM1; the disease is nonpapillary renal cell carcinoma.