Continuous activation of Janus kinase (JAK)- signal transduction and activator of transcription (STAT) signaling pathway is prevalent in leukemia cells, and it has been found that this pathway plays an important role in acute leukemia (AL). JAK2/JAK1 gene mutations are found in both acute myelocytic leukemia and acute lymphoblastic leukemia and may have implications for the treatment and overall prognosis of the disease. Among the STAT family members, STAT3 and STAT5 proved to be key factors in AL. These gene mutations may provide new targets and new ideas for the treatment of AL. This article provides a review of the research progress of JAK-STAT signaling pathway, related gene mutations and AL.