In pediatric ALL samples, SOCS3 methylation led to constitutive activation of JAK/STAT3 signaling and enhanced Treg cell expression, which in turn negatively regulated anti-tumor immunity. Here, STAT3 is linked to acute lymphoblastic leukemia.