To explore the possible causal association between circulating TGF-β1 and hepatocellular carcinoma, we thereby chose TGFB1 gene C-509T polymorphism as an instrument and conducted a meta-analysis of available published studies under the principles of MR method. Here, TGFB1 is linked to hepatocellular carcinoma.