Consequences indicated most immunity-infiltration cells in the ccRCC tumor micro circumstance (Supplementary Table S6) were negatively associated with high risk scores containing Granulocyte-monocyte progenitor, Hematopoietic stem cell, Macrophage M2, Myeloid dendritic cell, Neutrophil, T cell CD4+ memory resting, and T cell CD4+. This evidence concerns the gene CD4 and nonpapillary renal cell carcinoma.