In this study, we revealed the relationship between SOCS3 expression and genetic alterations with the survival status, tumor microenvironment, tumor cell and immune cell invasion, the related molecular pathways, the therapeutic responses, and the prognosis in 39 different types of cancer based on data obtained from TCGA. The gene discussed is SOCS3; the disease is neoplasm.