As a result, 19 genes, including CDCA5, CENPF, CENPW, CDCA8, SPC25, CDKN3, CENPA, BUB1, DLGAP5, IGSF3, HMMR, TOP2A, RAD54L, TTK, GINS1, PTTG1, ETV4, GINS2, and PKMYT1 were found to be independent prognostic biomarkers in HCC (Supplementary Table 8 and Supplementary Figure 3). Here, RAD54L is linked to hepatocellular carcinoma.