ccRCC transcriptome analysis from GEO datasets (GSE53757, GSE66271) revealed 5,888 degs between NAT10 high and low expression tumors, of which 3,198 genes were up-regulated and 2,690 genes were down-regulated. This evidence concerns the gene NAT10 and nonpapillary renal cell carcinoma.