The only mutation that occurred more frequently in the HIF1A loss subgroup than the unaltered subgroup was BAP1, which was detected in 9% of all ccRCC tumours (Supplementary Fig. 13e, f). Here, BAP1 is linked to nonpapillary renal cell carcinoma.