PURPOSE: Iodine-131-metaiodobenzylguanidine ((131)I-MIBG) has been shown to be active against refractory neuroblastoma. The primary toxicity of (131)I-MIBG is myelosuppression, which might necessitate autologous hematopoietic stem-cell transplantation (AHSCT). The goal of this study was to determine risk factors for myelosuppression and the need for AHSCT after (131)I-MIBG treatment. PATIENTS AND METHODS: Fifty-three patients with refractory or relapsed neuroblastoma were treated with 18 mCi/kg (131)I-MIBG on a phase I/II protocol. The median whole-body radiation dose was 2.92 Gy. RESULTS: Almost all patients required at least one platelet (96%) or red cell (91%) transfusion and most patients (79%) developed neutropenia (< 0.5 x 10(3)/microL). Patients reached platelet nadir earlier than neutrophil nadir (P <.0001). Earlier platelet nadir correlated with bone marrow tumor, more extensive bone involvement, higher whole-body radiation dose, and longer time from diagnosis to (131)I-MIBG therapy (P