In the TCGA-KIRC cohort, USP5 expression was significantly increased in ccRCC tumour tissues, and its mRNA levels were strongly correlated with lymph node and distant metastasis (Figure S6A). This evidence concerns the gene USP5 and nonpapillary renal cell carcinoma.