We included 42 RNA-Seq data of matched HCC and adjacent normal liver tissues from TCGA and searched for MAT1A and GNMT-mediated novel biological processes/metabolic pathways by GSEA, and further investigated whether the newly identified genes could be involved HCC occurrence and development. The gene discussed is MAT1A; the disease is hepatocellular carcinoma.