Based on the RNA-seq data, those 170 VHL mutant ccRCC patients were classified into two distinctive sub-clusters using “NMF” algorithm, as demonstrated in the consensus heatmaps (Fig. 1a). The gene discussed is VHL; the disease is nonpapillary renal cell carcinoma.