It is worth noting that this subclass significantly overlapped with the S1 HCC subclass identified by Hoshida et al. [43], which is characterized by the activation of the TGF-β and WNT pathways, an EMT-like phenotype and a more invasive and metastatic clinical phenotype. This evidence concerns the gene TGFB1 and hepatocellular carcinoma.