Identification of miRNAs Potentially Involved in Bronchiolitis Obliterans Syndrome: A Computational Study.

The pathogenesis of Bronchiolitis Obliterans Syndrome (BOS), the main clinical phenotype of chronic lung allograft dysfunction, is poorly understood. Recent studies suggest that epigenetic regulation of microRNAs might play a role in its development. In this paper we present the application of a com...

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Main Authors: Stefano Di Carlo, Elena Rossi, Gianfranco Politano, Simona Inghilleri, Patrizia Morbini, Fiorella Calabrese, Alfredo Benso, Alessandro Savino, Emanuela Cova, Davide Zampieri, Federica Meloni
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5001701?pdf=render
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author Stefano Di Carlo
Elena Rossi
Gianfranco Politano
Simona Inghilleri
Patrizia Morbini
Fiorella Calabrese
Alfredo Benso
Alessandro Savino
Emanuela Cova
Davide Zampieri
Federica Meloni
author_facet Stefano Di Carlo
Elena Rossi
Gianfranco Politano
Simona Inghilleri
Patrizia Morbini
Fiorella Calabrese
Alfredo Benso
Alessandro Savino
Emanuela Cova
Davide Zampieri
Federica Meloni
author_sort Stefano Di Carlo
collection DOAJ
description The pathogenesis of Bronchiolitis Obliterans Syndrome (BOS), the main clinical phenotype of chronic lung allograft dysfunction, is poorly understood. Recent studies suggest that epigenetic regulation of microRNAs might play a role in its development. In this paper we present the application of a complex computational pipeline to perform enrichment analysis of miRNAs in pathways applied to the study of BOS. The analysis considered the full set of miRNAs annotated in miRBase (version 21), and applied a sequence of filtering approaches and statistical analyses to reduce this set and to score the candidate miRNAs according to their potential involvement in BOS development. Dysregulation of two of the selected candidate miRNAs-miR-34a and miR-21 -was clearly shown in in-situ hybridization (ISH) on five explanted human BOS lungs and on a rat model of acute and chronic lung rejection, thus definitely identifying miR-34a and miR-21 as pathogenic factors in BOS and confirming the effectiveness of the computational pipeline.
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spelling doaj.art-4edfe408556c4b8ebeae4442e18483d72022-12-21T21:56:19ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01118e016177110.1371/journal.pone.0161771Identification of miRNAs Potentially Involved in Bronchiolitis Obliterans Syndrome: A Computational Study.Stefano Di CarloElena RossiGianfranco PolitanoSimona InghilleriPatrizia MorbiniFiorella CalabreseAlfredo BensoAlessandro SavinoEmanuela CovaDavide ZampieriFederica MeloniThe pathogenesis of Bronchiolitis Obliterans Syndrome (BOS), the main clinical phenotype of chronic lung allograft dysfunction, is poorly understood. Recent studies suggest that epigenetic regulation of microRNAs might play a role in its development. In this paper we present the application of a complex computational pipeline to perform enrichment analysis of miRNAs in pathways applied to the study of BOS. The analysis considered the full set of miRNAs annotated in miRBase (version 21), and applied a sequence of filtering approaches and statistical analyses to reduce this set and to score the candidate miRNAs according to their potential involvement in BOS development. Dysregulation of two of the selected candidate miRNAs-miR-34a and miR-21 -was clearly shown in in-situ hybridization (ISH) on five explanted human BOS lungs and on a rat model of acute and chronic lung rejection, thus definitely identifying miR-34a and miR-21 as pathogenic factors in BOS and confirming the effectiveness of the computational pipeline.http://europepmc.org/articles/PMC5001701?pdf=render
spellingShingle Stefano Di Carlo
Elena Rossi
Gianfranco Politano
Simona Inghilleri
Patrizia Morbini
Fiorella Calabrese
Alfredo Benso
Alessandro Savino
Emanuela Cova
Davide Zampieri
Federica Meloni
Identification of miRNAs Potentially Involved in Bronchiolitis Obliterans Syndrome: A Computational Study.
PLoS ONE
title Identification of miRNAs Potentially Involved in Bronchiolitis Obliterans Syndrome: A Computational Study.
title_full Identification of miRNAs Potentially Involved in Bronchiolitis Obliterans Syndrome: A Computational Study.
title_fullStr Identification of miRNAs Potentially Involved in Bronchiolitis Obliterans Syndrome: A Computational Study.
title_full_unstemmed Identification of miRNAs Potentially Involved in Bronchiolitis Obliterans Syndrome: A Computational Study.
title_short Identification of miRNAs Potentially Involved in Bronchiolitis Obliterans Syndrome: A Computational Study.
title_sort identification of mirnas potentially involved in bronchiolitis obliterans syndrome a computational study
url http://europepmc.org/articles/PMC5001701?pdf=render
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