According to the findings, the expression of most immune set markers for various types of DCs, M1/M2 macrophages, TAMs, and T cells was shown to be linked to the level of FDX1 gene expression in ccRCC. This evidence concerns the gene FDX1 and nonpapillary renal cell carcinoma.