Cargando…
lncRNA-mRNA expression profiles and functional networks of mesenchymal stromal cells involved in monocyte regulation
BACKGROUND: The goals of this study were to explore the expression profiles and functional networks of long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) in mesenchymal stromal cells (MSCs) involved in regulating the function of monocytes and to clarify the mechanisms by which MSCs exert immu...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6636070/ https://www.ncbi.nlm.nih.gov/pubmed/31311593 http://dx.doi.org/10.1186/s13287-019-1306-x |
_version_ | 1783436000178995200 |
---|---|
author | Li, Ming Xie, Zhongyu Cai, Zhaopeng Su, Fang Zheng, Guan Li, Jinteng Wang, Shan Cen, Shuizhong Liu, Wenjie Tang, Su’an Ye, Guiwen Li, Zhaofeng Mi, Rujia Pan, Yiqian Wang, Peng Wu, Yanfeng Shen, Huiyong |
author_facet | Li, Ming Xie, Zhongyu Cai, Zhaopeng Su, Fang Zheng, Guan Li, Jinteng Wang, Shan Cen, Shuizhong Liu, Wenjie Tang, Su’an Ye, Guiwen Li, Zhaofeng Mi, Rujia Pan, Yiqian Wang, Peng Wu, Yanfeng Shen, Huiyong |
author_sort | Li, Ming |
collection | PubMed |
description | BACKGROUND: The goals of this study were to explore the expression profiles and functional networks of long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) in mesenchymal stromal cells (MSCs) involved in regulating the function of monocytes and to clarify the mechanisms by which MSCs exert immunoregulatory effects on monocytes. METHODS: MSCs and CD14+ monocytes were separately isolated. The immunoregulatory effects of MSCs on monocytes were determined by flow cytometry. lncRNAs and mRNAs that were differentially expressed (DE) between the control group (MSCs only) and co-culture group (MSCs co-cultured with monocytes) were identified through high-throughput sequencing and bioinformatic analyses and were confirmed by qRT-PCR. Bioinformatic analyses were performed to identify the critical biological functions and signalling pathways involved in MSC-mediated monocyte regulation and to identify the functional networks formed between DE mRNAs and lncRNAs. RESULTS: MSCs showed a strong ability to induce monocyte migration but inhibited monocyte differentiation into M1 macrophages. A total of 145 DE lncRNAs and 768 DE mRNAs were identified between the control and co-culture groups. Significant fold changes in lncRNAs and mRNAs were confirmed by qRT-PCR. GO analysis demonstrated that DE mRNAs and lncRNAs were highly associated with terms related to binding and biological regulation. KEGG analysis revealed 122 significantly regulated pathways, including the cytokine-cytokine receptor pathway and chemokine signalling pathway. Interaction and co-expression networks were constructed for DE mRNAs and lncRNAs, and several key microRNAs were identified in the competitive endogenous RNA (ceRNA) network. Target genes of the DE lncRNAs were analysed to predict critical mRNA-lncRNA axes involved in the immunoregulatory function of MSCs. CONCLUSIONS: Our research describes the lncRNA and mRNA expression profiles and functional networks involved in MSC-mediated regulation of monocytes. These results provide possible molecular mechanisms for the immunoregulatory function of MSCs and may help to elucidate possible molecular therapeutic targets in MSCs for the treatment of autoimmune diseases. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13287-019-1306-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6636070 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-66360702019-07-25 lncRNA-mRNA expression profiles and functional networks of mesenchymal stromal cells involved in monocyte regulation Li, Ming Xie, Zhongyu Cai, Zhaopeng Su, Fang Zheng, Guan Li, Jinteng Wang, Shan Cen, Shuizhong Liu, Wenjie Tang, Su’an Ye, Guiwen Li, Zhaofeng Mi, Rujia Pan, Yiqian Wang, Peng Wu, Yanfeng Shen, Huiyong Stem Cell Res Ther Research BACKGROUND: The goals of this study were to explore the expression profiles and functional networks of long non-coding RNAs (lncRNAs) and messenger RNAs (mRNAs) in mesenchymal stromal cells (MSCs) involved in regulating the function of monocytes and to clarify the mechanisms by which MSCs exert immunoregulatory effects on monocytes. METHODS: MSCs and CD14+ monocytes were separately isolated. The immunoregulatory effects of MSCs on monocytes were determined by flow cytometry. lncRNAs and mRNAs that were differentially expressed (DE) between the control group (MSCs only) and co-culture group (MSCs co-cultured with monocytes) were identified through high-throughput sequencing and bioinformatic analyses and were confirmed by qRT-PCR. Bioinformatic analyses were performed to identify the critical biological functions and signalling pathways involved in MSC-mediated monocyte regulation and to identify the functional networks formed between DE mRNAs and lncRNAs. RESULTS: MSCs showed a strong ability to induce monocyte migration but inhibited monocyte differentiation into M1 macrophages. A total of 145 DE lncRNAs and 768 DE mRNAs were identified between the control and co-culture groups. Significant fold changes in lncRNAs and mRNAs were confirmed by qRT-PCR. GO analysis demonstrated that DE mRNAs and lncRNAs were highly associated with terms related to binding and biological regulation. KEGG analysis revealed 122 significantly regulated pathways, including the cytokine-cytokine receptor pathway and chemokine signalling pathway. Interaction and co-expression networks were constructed for DE mRNAs and lncRNAs, and several key microRNAs were identified in the competitive endogenous RNA (ceRNA) network. Target genes of the DE lncRNAs were analysed to predict critical mRNA-lncRNA axes involved in the immunoregulatory function of MSCs. CONCLUSIONS: Our research describes the lncRNA and mRNA expression profiles and functional networks involved in MSC-mediated regulation of monocytes. These results provide possible molecular mechanisms for the immunoregulatory function of MSCs and may help to elucidate possible molecular therapeutic targets in MSCs for the treatment of autoimmune diseases. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13287-019-1306-x) contains supplementary material, which is available to authorized users. BioMed Central 2019-07-16 /pmc/articles/PMC6636070/ /pubmed/31311593 http://dx.doi.org/10.1186/s13287-019-1306-x Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Li, Ming Xie, Zhongyu Cai, Zhaopeng Su, Fang Zheng, Guan Li, Jinteng Wang, Shan Cen, Shuizhong Liu, Wenjie Tang, Su’an Ye, Guiwen Li, Zhaofeng Mi, Rujia Pan, Yiqian Wang, Peng Wu, Yanfeng Shen, Huiyong lncRNA-mRNA expression profiles and functional networks of mesenchymal stromal cells involved in monocyte regulation |
title | lncRNA-mRNA expression profiles and functional networks of mesenchymal stromal cells involved in monocyte regulation |
title_full | lncRNA-mRNA expression profiles and functional networks of mesenchymal stromal cells involved in monocyte regulation |
title_fullStr | lncRNA-mRNA expression profiles and functional networks of mesenchymal stromal cells involved in monocyte regulation |
title_full_unstemmed | lncRNA-mRNA expression profiles and functional networks of mesenchymal stromal cells involved in monocyte regulation |
title_short | lncRNA-mRNA expression profiles and functional networks of mesenchymal stromal cells involved in monocyte regulation |
title_sort | lncrna-mrna expression profiles and functional networks of mesenchymal stromal cells involved in monocyte regulation |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6636070/ https://www.ncbi.nlm.nih.gov/pubmed/31311593 http://dx.doi.org/10.1186/s13287-019-1306-x |
work_keys_str_mv | AT liming lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT xiezhongyu lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT caizhaopeng lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT sufang lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT zhengguan lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT lijinteng lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT wangshan lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT censhuizhong lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT liuwenjie lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT tangsuan lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT yeguiwen lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT lizhaofeng lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT mirujia lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT panyiqian lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT wangpeng lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT wuyanfeng lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation AT shenhuiyong lncrnamrnaexpressionprofilesandfunctionalnetworksofmesenchymalstromalcellsinvolvedinmonocyteregulation |