TY - JOUR TI - tRNA Derivatives in Multiple Myeloma: Investigation of the Potential Value of a tRNA-Derived Molecular Signature AU - Karousi, Paraskevi AU - Papanota, Aristea-Maria AU - Artemaki, Pinelopi I. AU - and Liacos, Christine-Ivy AU - Patseas, Dimitrios and AU - Mavrianou-Koutsoukou, Nefeli AU - Liosi, Aikaterini-Anna AU - Kalioraki, AU - Maria-Anna AU - Ntanasis-Stathopoulos, Ioannis AU - Gavriatopoulou, Maria AU - and Kastritis, Efstathios AU - Dimopoulos, Meletios-Athanasios and AU - Scorilas, Andreas AU - Terpos, Evangelos AU - Kontos, Christos K. JO - BioMedicine PY - 2021 VL - 9 TODO - 12 SP - null PB - MDPI SN - 2211-8039 TODO - 10.3390/biomedicines9121811 TODO - tRNA-derived RNA fragment (tRF); tRNA derivative (tDR); small non-coding RNAs (sncRNAs); hematologic malignancy; plasma cell dyscrasia; bone disease; molecular biomarker; prognosis; post-transcriptional regulator; gene ontology (GO) TODO - Multiple myeloma (MM) is a hematologic malignancy arising from the clonal proliferation of malignant plasma cells. tRNA-derived RNA fragments (tRFs) constitute a class of small non-coding RNAs, deriving from specific enzymatic cleavage of tRNAs. To the best of our knowledge, this is one of few studies to uncover the potential clinical significance of tRFs in MM. Total RNA was extracted from CD138+ plasma cells of MM and smoldering MM patients, and in vitro polyadenylated. First-strand cDNA synthesis was performed, priming from an oligo-dT-adaptor sequence. Next, real-time quantitative PCR (qPCR) assays were developed for the quantification of six tRFs. Biostatistical analysis was performed to assess the results and in silico analysis was conducted to predict the function of one of the tRFs. Our results showed that elevated levels of five out of six tRFs are indicators of favorable prognosis in MM, predicting prolonged overall survival (OS), while two of them constitute potential molecular biomarkers of favorable prognosis in terms of disease progression. Moreover, three tRFs could be used as surrogate prognostic biomarkers along with the R-ISS staging system to predict OS. In conclusion, tRFs show molecular biomarker utility in MM, while their mechanisms of function merit further investigation. ER -