Thus, our study provides proof of concept of the involvement of the SIRT1/TIMP3/TACE axis in promoting the release of TNF‐α leading to the upregulation of AATF, a key molecular driver of MASH‐HCC. Here, TIMP3 is linked to hepatocellular carcinoma.