To study the role of HLA-E in MM, we first analyzed mRNA gene-expression data from healthy donors, individuals with monoclonal gammopathy of undetermined significance (MGUS), smoldering MM (SMM), and MM in publicly available datasets, such as GSE4452 and GSE5900. Here, HLA-E is linked to monoclonal gammopathy.