to 600 individuals younger than 21 years develop acute myeloid leukemia (AML). 1 Current treatment for AML typically consists of 3 or 4 courses of intensive, myelosuppressive chemotherapy with or without bone marrow transplantation from a histocompatible family donor. This therapy cures about half the children with AML; of the other half, most succumb to AML-related causes, but 5% to 15% die from toxic effects of treatment. 2-4 Factors that predict treatment failure and death in AML are relatively older age and higher white blood cell (WBC) count at diagnosis, a slow response to the first course of chemotherapy, 3-6 and, in the United States, black race and absence of a histocompatible family member to donate marrow for transplantation. 7,8 Children's Cancer Group (CCG)-2961 was a phase 3 international cooperative group trial for pediatric patients with untreated AML. It was the impression of investigators (J.F., B.J.L.) on this trial that overweight children and adolescents experienced more toxicity and death than did the other patients. This observation prompted the following retrospective investigation of effects of body mass index (BMI) on survival and treatment-related mortality. METHODS CCG-2961 opened on August 30, 1996, and closed on December 4, 2002. Patients from birth through age 20 years were enrolled after institutional review board approval of each participating institution and written informed consent. Patients with Down syndrome, Fanconi anemia, acute promyelocytic leukemia, acute undifferentiated leukemia, or treatment-related AML were excluded from the study. The trial accrued 902 patients with de novo AML. Thirty patients without outcome data and 104 infants younger than 1 year were excluded from this analysis, leaving 768 patients. AML was classified according to French-American-British criteria. 9 Morphology, histochemistry, and karyo