Therefore, macrophage polarization can be regulated by activating or inhibiting the SOCS3-regulated JAK/STAT3 pathway, providing new therapeutic targets for inflammation, fibrosis, tumor and other related diseases (69, 70). The gene discussed is STAT3; the disease is neoplasm.