Univariate Cox analysis demonstrated that ALDH6A1 and ETFDH served protective roles in the prognosis of HCC patients (HR<1), while the other ten genes exhibited adverse effects (HR>1) (Figure 1(c)). Here, ALDH6A1 is linked to hepatocellular carcinoma.