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). The gene discussed is AFP; the disease is neoplasm.