We demonstrated that PARP12 deficiency increased the transcription of TGF-β1, promoted the EMT process, and supported the invasion and migration of HCC cells in vitro and in vivo, which are dependent on the protein level of FHL2. This evidence concerns the gene TGFB1 and hepatocellular carcinoma.