This study reveals zinc finger DHHC‐type palmitoyltransferase 12 (ZDHHC12) as a key protein in PA‐driven HCC progression that functions by stabilizing the oncogenic histone deacetylase 8 (HDAC8). This evidence concerns the gene ZDHHC12 and hepatocellular carcinoma.