We have examined a large sample of medically refractory pediatric ALL patients and compared them to a set of carefully constructed controls at two HLA class I loci (HLA-A and HLA-B) and one HLA class II locus (DRB1). Here, HLA-B is linked to acute lymphoblastic leukemia.