Moreover, PBX1 transcriptional scores and mRNA expressions were lower in sub-cluster1 VHL mutant ccRCC patients and were associated with the overall survival of VHL mutant ccRCC. This evidence concerns the gene PBX1 and nonpapillary renal cell carcinoma.