UCP2 knockdown attenuated both proliferative capacity and migratory potential in MOLM-13 AML cells.<h4>Conclusion</h4>In summary, the MPRG-based signature provides independent prognostic value in AML and reflects its association with an immunosuppressive microenvironment. Here, UCP2 is linked to acute myeloid leukemia.