Moreover, recent spatial transcriptomic analysis has revealed the direct interaction between CAFs and SPP1 + macrophages through a receptor-ligand network, thereby remodeling the ECM and forming a tumor immune barrier around HCC, which hinders the infiltration of immune cells [99]. This evidence concerns the gene SPP1 and hepatocellular carcinoma.