We identified 3 prognostic genes: MPO, CCL3, and TLR8. The expression of MPO is closely associated with chemotherapy sensitivity, potentially influencing the response of leukemia cells to chemotherapeutic agents by regulating the production of ROS. Here, TLR8 is linked to leukemia.