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A Circulating microRNA Signature Predicts Age-Based Development of Lymphoma

Extensive epidemiological data have demonstrated an exponential rise in the incidence of non-Hodgkin lymphoma (NHL) that is associated with increasing age. The molecular etiology of this remains largely unknown, which impacts the effectiveness of treatment for patients. We proposed that age-dependen...

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Autores principales: Beheshti, Afshin, Vanderburg, Charles, McDonald, J. Tyson, Ramkumar, Charusheila, Kadungure, Tatenda, Zhang, Hong, Gartenhaus, Ronald B., Evens, Andrew M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5249061/
https://www.ncbi.nlm.nih.gov/pubmed/28107482
http://dx.doi.org/10.1371/journal.pone.0170521
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author Beheshti, Afshin
Vanderburg, Charles
McDonald, J. Tyson
Ramkumar, Charusheila
Kadungure, Tatenda
Zhang, Hong
Gartenhaus, Ronald B.
Evens, Andrew M.
author_facet Beheshti, Afshin
Vanderburg, Charles
McDonald, J. Tyson
Ramkumar, Charusheila
Kadungure, Tatenda
Zhang, Hong
Gartenhaus, Ronald B.
Evens, Andrew M.
author_sort Beheshti, Afshin
collection PubMed
description Extensive epidemiological data have demonstrated an exponential rise in the incidence of non-Hodgkin lymphoma (NHL) that is associated with increasing age. The molecular etiology of this remains largely unknown, which impacts the effectiveness of treatment for patients. We proposed that age-dependent circulating microRNA (miRNA) signatures in the host influence diffuse large B cell lymphoma (DLBCL) development. Our objective was to examine tumor development in an age-based DLBCL system using an inventive systems biology approach. We harnessed a novel murine model of spontaneous DLBCL initiation (Smurf2-deficient) at two age groups: 3 and 15 months old. All Smurf2-deficient mice develop visible DLBCL tumor starting at 15 months of age. Total miRNA was isolated from serum, bone marrow and spleen and were collected for all age groups for Smurf2-deficient mice and age-matched wild-type C57BL/6 mice. Using systems biology techniques, we identified a list of 10 circulating miRNAs being regulated in both the spleen and bone marrow that were present in DLBCL forming mice starting at 3 months of age that were not present in the control mice. Furthermore, this miRNA signature was found to occur circulating in the blood and it strongly impacted JUN and MYC oncogenic signaling. In addition, quantification of the miRNA signature was performed via Droplet Digital PCR technology. It was discovered that a key miRNA signature circulates throughout a host prior to the formation of a tumor starting at 3 months old, which becomes further modulated by age and yielded calculation of a ‘carcinogenic risk score’. This novel age-based circulating miRNA signature may potentially be leveraged as a DLBCL risk profile at a young age to predict future lymphoma development or disease progression as well as for potential innovative miRNA-based targeted therapeutic strategies in lymphoma.
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spelling pubmed-52490612017-02-06 A Circulating microRNA Signature Predicts Age-Based Development of Lymphoma Beheshti, Afshin Vanderburg, Charles McDonald, J. Tyson Ramkumar, Charusheila Kadungure, Tatenda Zhang, Hong Gartenhaus, Ronald B. Evens, Andrew M. PLoS One Research Article Extensive epidemiological data have demonstrated an exponential rise in the incidence of non-Hodgkin lymphoma (NHL) that is associated with increasing age. The molecular etiology of this remains largely unknown, which impacts the effectiveness of treatment for patients. We proposed that age-dependent circulating microRNA (miRNA) signatures in the host influence diffuse large B cell lymphoma (DLBCL) development. Our objective was to examine tumor development in an age-based DLBCL system using an inventive systems biology approach. We harnessed a novel murine model of spontaneous DLBCL initiation (Smurf2-deficient) at two age groups: 3 and 15 months old. All Smurf2-deficient mice develop visible DLBCL tumor starting at 15 months of age. Total miRNA was isolated from serum, bone marrow and spleen and were collected for all age groups for Smurf2-deficient mice and age-matched wild-type C57BL/6 mice. Using systems biology techniques, we identified a list of 10 circulating miRNAs being regulated in both the spleen and bone marrow that were present in DLBCL forming mice starting at 3 months of age that were not present in the control mice. Furthermore, this miRNA signature was found to occur circulating in the blood and it strongly impacted JUN and MYC oncogenic signaling. In addition, quantification of the miRNA signature was performed via Droplet Digital PCR technology. It was discovered that a key miRNA signature circulates throughout a host prior to the formation of a tumor starting at 3 months old, which becomes further modulated by age and yielded calculation of a ‘carcinogenic risk score’. This novel age-based circulating miRNA signature may potentially be leveraged as a DLBCL risk profile at a young age to predict future lymphoma development or disease progression as well as for potential innovative miRNA-based targeted therapeutic strategies in lymphoma. Public Library of Science 2017-01-20 /pmc/articles/PMC5249061/ /pubmed/28107482 http://dx.doi.org/10.1371/journal.pone.0170521 Text en © 2017 Beheshti et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Beheshti, Afshin
Vanderburg, Charles
McDonald, J. Tyson
Ramkumar, Charusheila
Kadungure, Tatenda
Zhang, Hong
Gartenhaus, Ronald B.
Evens, Andrew M.
A Circulating microRNA Signature Predicts Age-Based Development of Lymphoma
title A Circulating microRNA Signature Predicts Age-Based Development of Lymphoma
title_full A Circulating microRNA Signature Predicts Age-Based Development of Lymphoma
title_fullStr A Circulating microRNA Signature Predicts Age-Based Development of Lymphoma
title_full_unstemmed A Circulating microRNA Signature Predicts Age-Based Development of Lymphoma
title_short A Circulating microRNA Signature Predicts Age-Based Development of Lymphoma
title_sort circulating microrna signature predicts age-based development of lymphoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5249061/
https://www.ncbi.nlm.nih.gov/pubmed/28107482
http://dx.doi.org/10.1371/journal.pone.0170521
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