AKT1 and hepatocellular carcinoma: This review has focused on the signaling hub PI3K/Akt/mTOR, systematically proposing an integrated view: in IR-driven HCC, this pathway is not merely an independent signaling module but a central coordinator, “imprinted” by the unique IR/MASH pathological microenvironment.