Taken together, our results could indicate that genes associated to an exhausted phenotype in cytotoxic T cells are upregulated in high-risk SMM patients while some members of the TNF superfamily are significantly associated to myeloma progression. This evidence concerns the gene TNF and plasma cell myeloma.