At present, the biological functions of cancer-related CXCR7+ immune cells have not been intensively studied, but we found that the expression of CXCR7 was related to CD8+ T cell, CD4+ T cell, neutrophil and dendritic cell in ccRCC microenvironment. The gene discussed is CD8A; the disease is nonpapillary renal cell carcinoma.