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Introduction:Multiple myeloma (MM) is a hematologic malignancy characterized by the accumulation of plasma cells (PCs) in the bone marrow (BM). Over 50% of patients die within 5 years of diagnosis. The transition from normal PCs to active MM, viapremalignant condition (monoclonal gammopathy of undetermined significance;MGUS), consists of many oncogenic events, including upregulation of cyclin D1 and IRF4 genes, as well as activating mutations in NRAS, and KRAS. Despite recent advances in oncogenomics, further studies are needed to identify critical players in MM pathogenesis that could be targeted for pharmacological intervention to improve outcome. Recently, aberrations in epigenetic modifications, including DNA modifications and miRNA expression have been shown to play a crucial role in development and progression of MM. miRNAs are short non-coding RNAs that bind to complementary sequences on target messenger RNA (mRNAs) and downregulate their expression by inhibiting mRNA translation, or inducing its degradation. miRNA analysis, may lead to improved understanding of MM biology and classification, by establishing associations between gene expression changes and MM molecular and clinical features. To assess whether miRNA deregulation plays a critical role in the development of MM we performed small RNA next generation sequencing in the PCs isolated from 3 patients at the MGUS stage and after that they developed active disease, but still untreated. miRNA deregulation was also validated in an independent set of newly diagnosed MM patients (n.34) compared to non-cancer age matched donors (n.6). Mechanisms of transcriptional regulation and biological roles of the differentially expressed miRNAs were also analyzed.