Patients with both high APOE+ macrophages and iCAFs exhibited the shortest OS compared with other groups (p = 0.016), suggesting the synergistic effect of these two cell types can promote the MVI of HCC (Fig. 3G). This evidence concerns the gene APOE and hepatocellular carcinoma.