GLUD1 and nonpapillary renal cell carcinoma: The bioinformatics analysis results showed that GLUD1 level in ccRCC cells was negatively related with the abundance of immunosuppressive cells (Treg cells, MDSCs and M2 macrophages) (Figure 6A), indicating that GLUD1 low level was correlated with the TIME in ccRCC patients.