IFI16 and nonpapillary renal cell carcinoma: To investigate the mechanism by which IFI16 mediates the progression of ccRCC and EMT, we conducted transcriptome sequencing and bioinformatic analysis on cell samples from the NC group and the IFI16 overexpression group.