The chi-square test showed that the prognostic signature exhibited a close relationship with histology grade, vascular tumor cell type, AFP, new tumor event after initial treatment, main tumor size, cirrhosis, TNM stage, BCLC stage, and CLIP score (p < 0.05, Tables 1–3). This evidence concerns the gene AFP and Cirrhosis.