Moreover, VHL mutant ccRCC patients in sub-cluster1 had decreased overall survival than VHL mutant ccRCC patients in sub-cluster2 in TCGA dataset (Fig. 1c). Here, VHL is linked to nonpapillary renal cell carcinoma.