Associations between genes and clinical characteristics were presented with a heat map (Figure 7K), revealing the overexpression of ALOX5 and TRIB3 in high-risk ccRCC patients such that they may play important oncogenic roles. The gene discussed is TRIB3; the disease is nonpapillary renal cell carcinoma.