APOC1 and hepatocellular carcinoma: Genes associated with lipid metabolism, such as APOA2, APOC3, APOC1, and APOE, were significantly upregulated in multiple cell types of hepatocellular carcinoma, indicating enhanced lipid metabolic activities (Figure 2A).