On the one hand, SOCS3 was one of the most key negative regulating factors of the JAK/STAT signaling pathway; on the other hand, SOCS3 inhibited immune infiltration of tumor microenvironment by reducing the production of inflammatory cytokines. The gene discussed is SOCS3; the disease is neoplasm.