SPP1 and hepatocellular carcinoma: Previous studies have shown that SPP1 expressing Tumor Associated Macrophages (TAMs) are primarily enriched in AFP positive HCC and are characterized by reduced phagocytic function but enhanced pro-angiogenic capacity, which aligns with our findings (He et al., 2023).