Moreover, key pathways in the KEGG database, such as the cell cycle, p53 signaling, cellular senescence, nucleotide metabolism, apoptosis and viral carcinogenesis, were enriched, highlighting the complexity of liver cancer pathogenesis and suggesting that dysregulation of these pathways drives tumor progression and resistance to therapy. Here, TP53 is linked to neoplasm.