The aim of the current study is to improve the outcome of patients with hematologic malignancies (in a phase I trial) and more specifically multiple myeloma (in a phase II trial) by 2 interventions: reduce the risk of graft-versus-host disease (GVHD) and improve the efficacy of the procedure decreasing the risk of relapses after transplant.