TGM2 was likewise upregulated in HCC cells after co-culture with activated hepatic stellate cells at both mRNA and protein levels (Fig. 2b, Supplementary Figs. 1, 4). This evidence concerns the gene TGM2 and hepatocellular carcinoma.