SPP1 and intrahepatic cholangiocarcinoma: Although Liu et al. identified SPP1+ TAMs as the dominant macrophage type in the HCC immune barrier construct 15, SPP1+ TAMs were predominantly enriched in ICC, in contrast, DAB2+ TAMs in HCC with higher infiltration (Figure 4E).