Ketone bodies generated in hepatocytes in the adult liver are used for nonhepatic tissues as an energy source. However, ketolysis is reactivated in hepatocellular carcinoma (HCC) cells with largely unelucidated mechanisms. Here, we demonstrate that 3-oxoacid CoA-transferase 1 (OXCT1), a rate-limiting enzyme in ketolysis, interacts with SUCLA2 upon IGF1 stimulation in HCC cells. This interaction results from ERK2-mediated SUCLA2 S124 phosphorylation and subsequent PIN1-mediated cis-trans isomerization of SUCLA2. OXCT1-associated SUCLA2 generates succinyl-CoA, which not only serves as a substrate for OXCT1 but also directly succinylates OXCT1 at K421 and activates OXCT1. SUCLA2-regulated OXCT1 activation substantially enhances ketolysis, HCC cell proliferation, and tumor growth in mice. Notably, treatment with acetohydroxamic acid, an OXCT1 inhibitor used clinically for urinary infection, inhibits liver tumor growth in mice and significantly enhances lenvatinib therapy. Our findings highlight the role of SUCLA2-coupled regulation of OXCT1 succinylation in ketolysis and unveil an unprecedented strategy for treating HCC by interrupting ketolysis.