Genetic knockout of Apoc1 leads to ferroptosis-mediated M2 to M1 macrophage polarization and enhances the efficacy of anti-PD1, accompanied by increased CD8-positive T cells in a mouse HCC model [11]. Here, APOC1 is linked to hepatocellular carcinoma.