Immune infiltration analysis showed that RELT was significantly associated with immune cells such as B Cells, CD8+ T Cells, CD4+ T Cells, and Macrophages and may affect the tumor immune microenvironment of ccRCC by influencing macrophages. This evidence concerns the gene CD4 and nonpapillary renal cell carcinoma.