Similar with COL4A1, the expression of RUNX1 were slightly higher in high stages of HCC than that in low stages statistically (I/II vs III/IV, P < 0.05) (Additional file 9: Figure S6F). Here, RUNX1 is linked to hepatocellular carcinoma.