Thus, the inflammatory response is characteristic of high-TG2 HCC, likely mediated by the interaction of inflammatory cells such as macrophages in the high-TGF-β1 tumor microenvironment (TME). Here, TGFB1 is linked to hepatocellular carcinoma.