Similarly, Aurka, which is negatively correlated with SOCS3 in the TCGA dataset, was upregulated more than 100-fold in SOCS3-deficient, but not in SOCS1-deficient liver, following PH and in DEN-induced HCC (Fig. 8a-b). Here, SOCS1 is linked to hepatocellular carcinoma.