On the other hand, our analysis of 17 cancer types, using TCGA RNAseq data showed that ALDH7A1 expression was lower in several cancer types and that lower expression correlated with poor clinical outcome for HCC and renal ccRCC. Here, ALDH7A1 is linked to hepatocellular carcinoma.