Tumours with HIF1A loss were statistically more likely to have higher grade and stage, and display lymph node positivity and metastases (Supplementary Table 1), consistent with this subgroup representing a more aggressive form of ccRCC. This evidence concerns the gene HIF1A and neoplasm.