Towards this end, downstream partners engaged by XPO1 inhibitors may be elucidated through analysis of serologic and marrow immunophenotypic signatures, paired sequencing data from primary myeloma patient samples on active XPO1 inhibitor therapy, and therapies that have the potential to hamper T-cell fitness. The gene discussed is XPO1; the disease is plasma cell myeloma.