Moreover, lower expression levels of PBX1, EMCN and EGR were positively correlated with the risk score in VHL mutant ccRCC patients in TCGA and E-MTAB-1980 datasets (Fig. 7b). Here, PBX1 is linked to nonpapillary renal cell carcinoma.