The relative scores of DNA replication and homologous recombination were higher in sub-cluster1 VHL mutant ccRCC, compared with sub-cluster2 VHL mutant ccRCC in TCGA (Fig. 2c) and E-MTAB-1980 (Fig. 2d) datasets. Here, VHL is linked to nonpapillary renal cell carcinoma.