SOCS3 and cancer: However, apart from STAT3, little is known about the mechanism by which SOCS3 modulates other intracellular signaling cascades, such as PI3K/Akt, which also has a critical role in tumorigenesis and in turn affects the biological characteristics of malignant tumors, including angiogenesis, migration and proliferation (14).