Finally, two further downregulated genes were ICAM1, coding for CD54 protein driving tumor growth (Benedicto et al. 2017) and ARAF, whose overexpression in HCC initiation and progression has been previously demonstrated (Ranjpour et al. 2019). This evidence concerns the gene ARAF and hepatocellular carcinoma.