Cargando…
Expression Profiling of Differentiating Eosinophils in Bone Marrow Cultures Predicts Functional Links between MicroRNAs and Their Target mRNAs
BACKGROUND: MicroRNAs (miRNAs) are small non-coding RNAs that regulate complex transcriptional networks underpin immune responses. However, little is known about the specific miRNA networks that control differentiation of specific leukocyte subsets. In this study, we profiled miRNA expression during...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4019607/ https://www.ncbi.nlm.nih.gov/pubmed/24824797 http://dx.doi.org/10.1371/journal.pone.0097537 |
_version_ | 1782480195407577088 |
---|---|
author | Yang, Ming Eyers, Fiona Xiang, Yang Guo, Man Young, Ian G. Rosenberg, Helene F. Foster, Paul S. |
author_facet | Yang, Ming Eyers, Fiona Xiang, Yang Guo, Man Young, Ian G. Rosenberg, Helene F. Foster, Paul S. |
author_sort | Yang, Ming |
collection | PubMed |
description | BACKGROUND: MicroRNAs (miRNAs) are small non-coding RNAs that regulate complex transcriptional networks underpin immune responses. However, little is known about the specific miRNA networks that control differentiation of specific leukocyte subsets. In this study, we profiled miRNA expression during differentiation of eosinophils from bone marrow (BM) progenitors (bmEos), and correlated expression with potential mRNA targets involved in crucial regulatory functions. Profiling was performed on whole BM cultures to document the dynamic changes in miRNA expression in the BM microenvironment over the differentiation period. miRNA for network analysis were identified in BM cultures enriched in differentiating eosinophils, and chosen for their potential ability to target mRNA of factors that are known to play critical roles in eosinophil differentiation pathways or cell identify. METHODOLOGY/PRINCIPAL FINDINGS: We identified 68 miRNAs with expression patterns that were up- or down- regulated 5-fold or more during bmEos differentiation. By employing TargetScan and MeSH databases, we identified 348 transcripts involved in 30 canonical pathways as potentially regulated by these miRNAs. Furthermore, by applying miRanda and Ingenuity Pathways Analysis (IPA), we identified 13 specific miRNAs that are temporally associated with the expression of IL-5Rα and CCR3 and 14 miRNAs associated with the transcription factors GATA-1/2, PU.1 and C/EBPε. We have also identified 17 miRNAs that may regulate the expression of TLRs 4 and 13 during eosinophil differentiation, although we could identify no miRNAs targeting the prominent secretory effector, eosinophil major basic protein. CONCLUSIONS/SIGNIFICANCE: This is the first study to map changes in miRNA expression in whole BM cultures during the differentiation of eosinophils, and to predict functional links between miRNAs and their target mRNAs for the regulation of eosinophilopoiesis. Our findings provide an important resource that will promote the platform for further understanding of the role of these non-coding RNAs in the regulation of eosinophil differentiation and function. |
format | Online Article Text |
id | pubmed-4019607 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40196072014-05-16 Expression Profiling of Differentiating Eosinophils in Bone Marrow Cultures Predicts Functional Links between MicroRNAs and Their Target mRNAs Yang, Ming Eyers, Fiona Xiang, Yang Guo, Man Young, Ian G. Rosenberg, Helene F. Foster, Paul S. PLoS One Research Article BACKGROUND: MicroRNAs (miRNAs) are small non-coding RNAs that regulate complex transcriptional networks underpin immune responses. However, little is known about the specific miRNA networks that control differentiation of specific leukocyte subsets. In this study, we profiled miRNA expression during differentiation of eosinophils from bone marrow (BM) progenitors (bmEos), and correlated expression with potential mRNA targets involved in crucial regulatory functions. Profiling was performed on whole BM cultures to document the dynamic changes in miRNA expression in the BM microenvironment over the differentiation period. miRNA for network analysis were identified in BM cultures enriched in differentiating eosinophils, and chosen for their potential ability to target mRNA of factors that are known to play critical roles in eosinophil differentiation pathways or cell identify. METHODOLOGY/PRINCIPAL FINDINGS: We identified 68 miRNAs with expression patterns that were up- or down- regulated 5-fold or more during bmEos differentiation. By employing TargetScan and MeSH databases, we identified 348 transcripts involved in 30 canonical pathways as potentially regulated by these miRNAs. Furthermore, by applying miRanda and Ingenuity Pathways Analysis (IPA), we identified 13 specific miRNAs that are temporally associated with the expression of IL-5Rα and CCR3 and 14 miRNAs associated with the transcription factors GATA-1/2, PU.1 and C/EBPε. We have also identified 17 miRNAs that may regulate the expression of TLRs 4 and 13 during eosinophil differentiation, although we could identify no miRNAs targeting the prominent secretory effector, eosinophil major basic protein. CONCLUSIONS/SIGNIFICANCE: This is the first study to map changes in miRNA expression in whole BM cultures during the differentiation of eosinophils, and to predict functional links between miRNAs and their target mRNAs for the regulation of eosinophilopoiesis. Our findings provide an important resource that will promote the platform for further understanding of the role of these non-coding RNAs in the regulation of eosinophil differentiation and function. Public Library of Science 2014-05-13 /pmc/articles/PMC4019607/ /pubmed/24824797 http://dx.doi.org/10.1371/journal.pone.0097537 Text en © 2014 Yang 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Yang, Ming Eyers, Fiona Xiang, Yang Guo, Man Young, Ian G. Rosenberg, Helene F. Foster, Paul S. Expression Profiling of Differentiating Eosinophils in Bone Marrow Cultures Predicts Functional Links between MicroRNAs and Their Target mRNAs |
title | Expression Profiling of Differentiating Eosinophils in Bone Marrow Cultures Predicts Functional Links between MicroRNAs and Their Target mRNAs |
title_full | Expression Profiling of Differentiating Eosinophils in Bone Marrow Cultures Predicts Functional Links between MicroRNAs and Their Target mRNAs |
title_fullStr | Expression Profiling of Differentiating Eosinophils in Bone Marrow Cultures Predicts Functional Links between MicroRNAs and Their Target mRNAs |
title_full_unstemmed | Expression Profiling of Differentiating Eosinophils in Bone Marrow Cultures Predicts Functional Links between MicroRNAs and Their Target mRNAs |
title_short | Expression Profiling of Differentiating Eosinophils in Bone Marrow Cultures Predicts Functional Links between MicroRNAs and Their Target mRNAs |
title_sort | expression profiling of differentiating eosinophils in bone marrow cultures predicts functional links between micrornas and their target mrnas |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4019607/ https://www.ncbi.nlm.nih.gov/pubmed/24824797 http://dx.doi.org/10.1371/journal.pone.0097537 |
work_keys_str_mv | AT yangming expressionprofilingofdifferentiatingeosinophilsinbonemarrowculturespredictsfunctionallinksbetweenmicrornasandtheirtargetmrnas AT eyersfiona expressionprofilingofdifferentiatingeosinophilsinbonemarrowculturespredictsfunctionallinksbetweenmicrornasandtheirtargetmrnas AT xiangyang expressionprofilingofdifferentiatingeosinophilsinbonemarrowculturespredictsfunctionallinksbetweenmicrornasandtheirtargetmrnas AT guoman expressionprofilingofdifferentiatingeosinophilsinbonemarrowculturespredictsfunctionallinksbetweenmicrornasandtheirtargetmrnas AT youngiang expressionprofilingofdifferentiatingeosinophilsinbonemarrowculturespredictsfunctionallinksbetweenmicrornasandtheirtargetmrnas AT rosenberghelenef expressionprofilingofdifferentiatingeosinophilsinbonemarrowculturespredictsfunctionallinksbetweenmicrornasandtheirtargetmrnas AT fosterpauls expressionprofilingofdifferentiatingeosinophilsinbonemarrowculturespredictsfunctionallinksbetweenmicrornasandtheirtargetmrnas |