Stem cells can be collected from the bone marrow, peripheral blood, or umbilical cord blood. For an autologous transplant, stem cells are harvested from the patient before they undergo high-dose chemotherapy or radiation. In an allogeneic transplant, stem cells are collected from a matching donor. The matching process often involves testing for human leukocyte antigen (HLA) markers.