Furthermore, in hepatocellular carcinoma (HCC), single-cell RNA sequencing has unearthed the pivotal role of APOC1 in modulating the tumor-associated macrophage (TAM) phenotypes from pro-tumor M2 to pro-inflammatory M1 through the ferroptosis pathway. This evidence concerns the gene APOC1 and neoplasm.