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Time Series miRNA-mRNA integrated analysis reveals critical miRNAs and targets in macrophage polarization
Polarization of macrophages is regulated through complex signaling networks. Correlating miRNA and mRNA expression over time after macrophage polarization has not yet been investigated. We used paired RNA-Seq and miRNA-Seq experiments to measure the mRNA and miRNA expression in bone marrow-derived m...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5159803/ https://www.ncbi.nlm.nih.gov/pubmed/27981970 http://dx.doi.org/10.1038/srep37446 |
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author | Lu, Liangqun McCurdy, Sara Huang, Sijia Zhu, Xun Peplowska, Karolina Tiirikainen, Maarit Boisvert, William A. Garmire, Lana X. |
author_facet | Lu, Liangqun McCurdy, Sara Huang, Sijia Zhu, Xun Peplowska, Karolina Tiirikainen, Maarit Boisvert, William A. Garmire, Lana X. |
author_sort | Lu, Liangqun |
collection | PubMed |
description | Polarization of macrophages is regulated through complex signaling networks. Correlating miRNA and mRNA expression over time after macrophage polarization has not yet been investigated. We used paired RNA-Seq and miRNA-Seq experiments to measure the mRNA and miRNA expression in bone marrow-derived macrophages over a time-series of 8 hours. Bioinformatics analysis identified 31 differentially expressed miRNAs between M1 and M2 polarized macrophages. The top 4 M1 miRNAs (miR-155-3p, miR-155-5p, miR-147-3p and miR-9-5p) and top 4 M2 miRNAs (miR-27a-5p, let-7c-1-3p, miR-23a-5p and miR-23b-5p) were validated by qPCR. Interestingly, M1 specific miRNAs could be categorized to early- and late-response groups, in which three new miRNAs miR-1931, miR-3473e and miR-5128 were validated as early-response miRNAs. M1 polarization led to the enrichment of genes involved in immune responses and signal transduction, whereas M2 polarization enriched genes involved in cell cycle and metabolic processes. C2H2 zinc-finger family members are key targets of DE miRNAs. The integrative analysis between miRNAs and mRNAs demonstrates the regulations of miRNAs on nearly four thousand differentially expressed genes and most of the biological pathways enriched in macrophage polarization. In summary, this study elucidates the expression profiles of miRNAs and their potential targetomes during macrophage polarization. |
format | Online Article Text |
id | pubmed-5159803 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-51598032016-12-21 Time Series miRNA-mRNA integrated analysis reveals critical miRNAs and targets in macrophage polarization Lu, Liangqun McCurdy, Sara Huang, Sijia Zhu, Xun Peplowska, Karolina Tiirikainen, Maarit Boisvert, William A. Garmire, Lana X. Sci Rep Article Polarization of macrophages is regulated through complex signaling networks. Correlating miRNA and mRNA expression over time after macrophage polarization has not yet been investigated. We used paired RNA-Seq and miRNA-Seq experiments to measure the mRNA and miRNA expression in bone marrow-derived macrophages over a time-series of 8 hours. Bioinformatics analysis identified 31 differentially expressed miRNAs between M1 and M2 polarized macrophages. The top 4 M1 miRNAs (miR-155-3p, miR-155-5p, miR-147-3p and miR-9-5p) and top 4 M2 miRNAs (miR-27a-5p, let-7c-1-3p, miR-23a-5p and miR-23b-5p) were validated by qPCR. Interestingly, M1 specific miRNAs could be categorized to early- and late-response groups, in which three new miRNAs miR-1931, miR-3473e and miR-5128 were validated as early-response miRNAs. M1 polarization led to the enrichment of genes involved in immune responses and signal transduction, whereas M2 polarization enriched genes involved in cell cycle and metabolic processes. C2H2 zinc-finger family members are key targets of DE miRNAs. The integrative analysis between miRNAs and mRNAs demonstrates the regulations of miRNAs on nearly four thousand differentially expressed genes and most of the biological pathways enriched in macrophage polarization. In summary, this study elucidates the expression profiles of miRNAs and their potential targetomes during macrophage polarization. Nature Publishing Group 2016-12-16 /pmc/articles/PMC5159803/ /pubmed/27981970 http://dx.doi.org/10.1038/srep37446 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Lu, Liangqun McCurdy, Sara Huang, Sijia Zhu, Xun Peplowska, Karolina Tiirikainen, Maarit Boisvert, William A. Garmire, Lana X. Time Series miRNA-mRNA integrated analysis reveals critical miRNAs and targets in macrophage polarization |
title | Time Series miRNA-mRNA integrated analysis reveals critical miRNAs and targets in macrophage polarization |
title_full | Time Series miRNA-mRNA integrated analysis reveals critical miRNAs and targets in macrophage polarization |
title_fullStr | Time Series miRNA-mRNA integrated analysis reveals critical miRNAs and targets in macrophage polarization |
title_full_unstemmed | Time Series miRNA-mRNA integrated analysis reveals critical miRNAs and targets in macrophage polarization |
title_short | Time Series miRNA-mRNA integrated analysis reveals critical miRNAs and targets in macrophage polarization |
title_sort | time series mirna-mrna integrated analysis reveals critical mirnas and targets in macrophage polarization |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5159803/ https://www.ncbi.nlm.nih.gov/pubmed/27981970 http://dx.doi.org/10.1038/srep37446 |
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