Since BPTF, CNOT1 and SIN3A were identified as protective factors in the progression of ccRCC in TCGA dataset, that conclusion was validated in ICGC dataset (Supplementary Figure 7). Here, CNOT1 is linked to nonpapillary renal cell carcinoma.