As for the mechanisms, we analyzed the RNA-Seq dataset of ccRCC downloaded from TCGA to identify the key pathways and genes associated with the PTEN mutation, using bioinformatics analysis approaches. The gene discussed is PTEN; the disease is nonpapillary renal cell carcinoma.