At the same time, the expression level of NUDT1 is negatively linked with the infiltrating levels of M1 macrophages, M2 macrophages, resting mast cells, resting memory CD4+ T cells, and monocytes in ccRCC. This evidence concerns the gene CD4 and nonpapillary renal cell carcinoma.