Subsequent univariate analysis on top 200 mutated genes revealed that ARID1A, LRP1B and PTPRQ were significantly related to the prognosis of stage I HCC patients, while these three genes were also significant in multivariate analysis (Table 3). This evidence concerns the gene PTPRQ and hepatocellular carcinoma.