Given that GP1 represented the most aggressive ccRCC subtype, we investigated detailed molecular expression patterns of GP1 by comparing proteins upregulated in GP1 with those in GP2 and GP3 (FC > 2, p < 0.05, Fig. 5h). This evidence concerns the gene GTPBP1 and nonpapillary renal cell carcinoma.