The most significant DEG in tumor cells, FXYD2, was regulated by both ISL1 and OTP. Overall, we discovered two major transcriptome programs within ccRCC tumor cells and further identified the possible regulatory elements of these two programs. This evidence concerns the gene FXYD2 and nonpapillary renal cell carcinoma.