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tRNA Derivatives in Multiple Myeloma: Investigation of the Potential Value of a tRNA-Derived Molecular Signature

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 studi...

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Autores principales: Karousi, Paraskevi, Papanota, Aristea-Maria, Artemaki, Pinelopi I., Liacos, Christine-Ivy, Patseas, Dimitrios, Mavrianou-Koutsoukou, Nefeli, Liosi, Aikaterini-Anna, Kalioraki, Maria-Anna, Ntanasis-Stathopoulos, Ioannis, Gavriatopoulou, Maria, Kastritis, Efstathios, Dimopoulos, Meletios-Athanasios, Scorilas, Andreas, Terpos, Evangelos, Kontos, Christos K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8698603/
https://www.ncbi.nlm.nih.gov/pubmed/34944627
http://dx.doi.org/10.3390/biomedicines9121811
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author Karousi, Paraskevi
Papanota, Aristea-Maria
Artemaki, Pinelopi I.
Liacos, Christine-Ivy
Patseas, Dimitrios
Mavrianou-Koutsoukou, Nefeli
Liosi, Aikaterini-Anna
Kalioraki, Maria-Anna
Ntanasis-Stathopoulos, Ioannis
Gavriatopoulou, Maria
Kastritis, Efstathios
Dimopoulos, Meletios-Athanasios
Scorilas, Andreas
Terpos, Evangelos
Kontos, Christos K.
author_facet Karousi, Paraskevi
Papanota, Aristea-Maria
Artemaki, Pinelopi I.
Liacos, Christine-Ivy
Patseas, Dimitrios
Mavrianou-Koutsoukou, Nefeli
Liosi, Aikaterini-Anna
Kalioraki, Maria-Anna
Ntanasis-Stathopoulos, Ioannis
Gavriatopoulou, Maria
Kastritis, Efstathios
Dimopoulos, Meletios-Athanasios
Scorilas, Andreas
Terpos, Evangelos
Kontos, Christos K.
author_sort Karousi, Paraskevi
collection PubMed
description 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.
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spelling pubmed-86986032021-12-24 tRNA Derivatives in Multiple Myeloma: Investigation of the Potential Value of a tRNA-Derived Molecular Signature Karousi, Paraskevi Papanota, Aristea-Maria Artemaki, Pinelopi I. Liacos, Christine-Ivy Patseas, Dimitrios Mavrianou-Koutsoukou, Nefeli Liosi, Aikaterini-Anna Kalioraki, Maria-Anna Ntanasis-Stathopoulos, Ioannis Gavriatopoulou, Maria Kastritis, Efstathios Dimopoulos, Meletios-Athanasios Scorilas, Andreas Terpos, Evangelos Kontos, Christos K. Biomedicines Article 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. MDPI 2021-12-01 /pmc/articles/PMC8698603/ /pubmed/34944627 http://dx.doi.org/10.3390/biomedicines9121811 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Karousi, Paraskevi
Papanota, Aristea-Maria
Artemaki, Pinelopi I.
Liacos, Christine-Ivy
Patseas, Dimitrios
Mavrianou-Koutsoukou, Nefeli
Liosi, Aikaterini-Anna
Kalioraki, Maria-Anna
Ntanasis-Stathopoulos, Ioannis
Gavriatopoulou, Maria
Kastritis, Efstathios
Dimopoulos, Meletios-Athanasios
Scorilas, Andreas
Terpos, Evangelos
Kontos, Christos K.
tRNA Derivatives in Multiple Myeloma: Investigation of the Potential Value of a tRNA-Derived Molecular Signature
title tRNA Derivatives in Multiple Myeloma: Investigation of the Potential Value of a tRNA-Derived Molecular Signature
title_full tRNA Derivatives in Multiple Myeloma: Investigation of the Potential Value of a tRNA-Derived Molecular Signature
title_fullStr tRNA Derivatives in Multiple Myeloma: Investigation of the Potential Value of a tRNA-Derived Molecular Signature
title_full_unstemmed tRNA Derivatives in Multiple Myeloma: Investigation of the Potential Value of a tRNA-Derived Molecular Signature
title_short tRNA Derivatives in Multiple Myeloma: Investigation of the Potential Value of a tRNA-Derived Molecular Signature
title_sort trna derivatives in multiple myeloma: investigation of the potential value of a trna-derived molecular signature
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8698603/
https://www.ncbi.nlm.nih.gov/pubmed/34944627
http://dx.doi.org/10.3390/biomedicines9121811
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