Furthermore, we provide a maximum combined score to select potential genes (i.e., scd, gck, acat2, pik3ca, and aldh7a1) that participate in the obesity/NASH to HCC process, verified by qPCR. Here, ACAT2 is linked to metabolic dysfunction-associated steatohepatitis.