The diagnostic score was identified as follows: logit (P = HCC) =  − 45.308 + 0.628 × PDSS1 expression level + 8.452 × SLC7A11 expression level + 4.047 × CDCA8 expression level. The gene discussed is PDSS1; the disease is hepatocellular carcinoma.