Patients between 2 and 21 years old with a brain tumor that has progressed or recurred after radiation or chemotherapy, including bone marrow transplant, may be eligible for this study. Candidates will be screened with a medical history and physical examination, blood tests, magnetic resonance imaging (MRI) or computerized tomography (CT) of the head and, if needed, a spinal fluid test and bone marrow test.