Additionally, these exosomes stimulate HCC cells to release pro-tumor cytokines like GM-CSF, VEGF, and IL-4, which amplify M2 macrophage recruitment and polarization, creating a self-reinforcing cycle that supports tumor progression. Here, CSF2 is linked to neoplasm.