HGD and hepatocellular carcinoma: Our previous work found that decreased tyrosine metabolism promotes cell cycle in hepatocellular carcinoma [12], and we found that down-regulation of HGD and GSTZ1 also promotes cell cycle in KIRC (Figure 4A).