Through online bioinformatic analysis using GEPIA2 (http://gepia2.cancer-pku.cn/), we discovered a significant increase in ALDH7A1 mRNA level in HCC tissues compared to normal liver tissues (Fig. 5A). Here, ALDH7A1 is linked to hepatocellular carcinoma.