Among the identified candidates, CEBPB, c-Myc, and signal transducer and activator of transcription 1 (STAT1) exhibited an inverse coexpression pattern with AKR1B10 in gastrointestinal cancers compared to HCC (Fig. 8A). Here, AKR1B10 is linked to hepatocellular carcinoma.