Some important transcriptional genes were involved in the occurrence and development of ccRCC, for example, in the Von Hippel‐Lindau (VHL) gene‐mediated PI3K‐Akt pathway, deletion or mutation of VHL results in up‐regulation of the PI3K pathway to make ccRCC more aggressive [47]. Here, VHL is linked to nonpapillary renal cell carcinoma.