For this purpose, we analyzed structural proteins (CDH1, CDH2, KRT19, LAMA3, LAMC2, and MMP9) and transcription factors (CD151, ID2, SNAI1, SNAI2, TCF3, TGFB1, TWIST1, and ZEB1) already described as prognostic markers in HCC [50]. Here, ID2 is linked to hepatocellular carcinoma.