Cargando…

Systems biology of myasthenia gravis, integration of aberrant lncRNA and mRNA expression changes

BACKGROUND: A novel class of transcripts, long non-coding RNAs (lncRNAs), has recently emerged as a key player in several biological processes, and important roles for these molecules have been reported in a number of complex human diseases, such as autoimmune diseases, neurological disorders, and v...

Descripción completa

Detalles Bibliográficos
Autores principales: Luo, ZhaoHui, Li, Ye, Liu, XiaoFang, Luo, MengChuan, Xu, LiQun, Luo, YueBei, Xiao, Bo, Yang, Huan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4380247/
https://www.ncbi.nlm.nih.gov/pubmed/25889429
http://dx.doi.org/10.1186/s12920-015-0087-z
_version_ 1782364306578341888
author Luo, ZhaoHui
Li, Ye
Liu, XiaoFang
Luo, MengChuan
Xu, LiQun
Luo, YueBei
Xiao, Bo
Yang, Huan
author_facet Luo, ZhaoHui
Li, Ye
Liu, XiaoFang
Luo, MengChuan
Xu, LiQun
Luo, YueBei
Xiao, Bo
Yang, Huan
author_sort Luo, ZhaoHui
collection PubMed
description BACKGROUND: A novel class of transcripts, long non-coding RNAs (lncRNAs), has recently emerged as a key player in several biological processes, and important roles for these molecules have been reported in a number of complex human diseases, such as autoimmune diseases, neurological disorders, and various cancers. However, the aberrant lncRNAs implicated in myasthenia gravis (MG) remain unknown. The aim of the present study was to explore the abnormal expression of lncRNAs in peripheral blood mononuclear cells (PBMCs) and examine mRNA regulatory relationship networks among MG patients with or without thymoma. METHODS: Microarray assays were performed, and the outstanding differences between lncRNAs or mRNA expression were verified through RT-PCR. The lncRNAs functions were annotated for the target genes using Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) biological pathway. The potential regulatory relationships between the lncRNAs and target genes were analyzed using the ‘cis’ and ‘trans’ model. Outstanding lncRNAs were organized to generate a TF-lncRNA-gene network using Cytoscape software. RESULTS: The lncRNA and mRNA expression profile analysis revealed subsets of differentially expressed genes in MG patients with or without thymoma. A total of 12 outstanding dysregulated expression lncRNAs, such as lncRNA oebiotech_11933, were verified through real-time PCR. Several GO terms including the cellular response to interferon-γ, platelet degranulation, chemokine receptor binding and cytokine interactions were very important in MG pathogenesis. The chromosome locations of some lncRNAs and associated co-expression genes were demonstrated using ‘cis’ analysis. The results of the ‘trans’ analysis revealed that some TFs (i.e., CTCF, TAF1and MYC) regulate lncRNA and gene expression. The outstanding lncRNAs in each group were implicated in the regulation of the TF-lncRNA-target gene network. CONCLUSION: The results of the present study provide a perspective on lncRNA expression in MG. We identify a subset of aberrant lncRNAs and mRNAs as potential biomarkers for the diagnosis of MG. The GO and KEGG pathway analysis provides an annotation to determine the functions of these lncRNAs. The results of the ‘cis’ and ‘trans’ analyses provide information concerning the modular regulation of lncRNAs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12920-015-0087-z) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4380247
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-43802472015-04-01 Systems biology of myasthenia gravis, integration of aberrant lncRNA and mRNA expression changes Luo, ZhaoHui Li, Ye Liu, XiaoFang Luo, MengChuan Xu, LiQun Luo, YueBei Xiao, Bo Yang, Huan BMC Med Genomics Research Article BACKGROUND: A novel class of transcripts, long non-coding RNAs (lncRNAs), has recently emerged as a key player in several biological processes, and important roles for these molecules have been reported in a number of complex human diseases, such as autoimmune diseases, neurological disorders, and various cancers. However, the aberrant lncRNAs implicated in myasthenia gravis (MG) remain unknown. The aim of the present study was to explore the abnormal expression of lncRNAs in peripheral blood mononuclear cells (PBMCs) and examine mRNA regulatory relationship networks among MG patients with or without thymoma. METHODS: Microarray assays were performed, and the outstanding differences between lncRNAs or mRNA expression were verified through RT-PCR. The lncRNAs functions were annotated for the target genes using Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) biological pathway. The potential regulatory relationships between the lncRNAs and target genes were analyzed using the ‘cis’ and ‘trans’ model. Outstanding lncRNAs were organized to generate a TF-lncRNA-gene network using Cytoscape software. RESULTS: The lncRNA and mRNA expression profile analysis revealed subsets of differentially expressed genes in MG patients with or without thymoma. A total of 12 outstanding dysregulated expression lncRNAs, such as lncRNA oebiotech_11933, were verified through real-time PCR. Several GO terms including the cellular response to interferon-γ, platelet degranulation, chemokine receptor binding and cytokine interactions were very important in MG pathogenesis. The chromosome locations of some lncRNAs and associated co-expression genes were demonstrated using ‘cis’ analysis. The results of the ‘trans’ analysis revealed that some TFs (i.e., CTCF, TAF1and MYC) regulate lncRNA and gene expression. The outstanding lncRNAs in each group were implicated in the regulation of the TF-lncRNA-target gene network. CONCLUSION: The results of the present study provide a perspective on lncRNA expression in MG. We identify a subset of aberrant lncRNAs and mRNAs as potential biomarkers for the diagnosis of MG. The GO and KEGG pathway analysis provides an annotation to determine the functions of these lncRNAs. The results of the ‘cis’ and ‘trans’ analyses provide information concerning the modular regulation of lncRNAs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12920-015-0087-z) contains supplementary material, which is available to authorized users. BioMed Central 2015-03-18 /pmc/articles/PMC4380247/ /pubmed/25889429 http://dx.doi.org/10.1186/s12920-015-0087-z Text en © Luo et al.; licensee BioMed Central. 2015 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 work is properly credited. 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 Article
Luo, ZhaoHui
Li, Ye
Liu, XiaoFang
Luo, MengChuan
Xu, LiQun
Luo, YueBei
Xiao, Bo
Yang, Huan
Systems biology of myasthenia gravis, integration of aberrant lncRNA and mRNA expression changes
title Systems biology of myasthenia gravis, integration of aberrant lncRNA and mRNA expression changes
title_full Systems biology of myasthenia gravis, integration of aberrant lncRNA and mRNA expression changes
title_fullStr Systems biology of myasthenia gravis, integration of aberrant lncRNA and mRNA expression changes
title_full_unstemmed Systems biology of myasthenia gravis, integration of aberrant lncRNA and mRNA expression changes
title_short Systems biology of myasthenia gravis, integration of aberrant lncRNA and mRNA expression changes
title_sort systems biology of myasthenia gravis, integration of aberrant lncrna and mrna expression changes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4380247/
https://www.ncbi.nlm.nih.gov/pubmed/25889429
http://dx.doi.org/10.1186/s12920-015-0087-z
work_keys_str_mv AT luozhaohui systemsbiologyofmyastheniagravisintegrationofaberrantlncrnaandmrnaexpressionchanges
AT liye systemsbiologyofmyastheniagravisintegrationofaberrantlncrnaandmrnaexpressionchanges
AT liuxiaofang systemsbiologyofmyastheniagravisintegrationofaberrantlncrnaandmrnaexpressionchanges
AT luomengchuan systemsbiologyofmyastheniagravisintegrationofaberrantlncrnaandmrnaexpressionchanges
AT xuliqun systemsbiologyofmyastheniagravisintegrationofaberrantlncrnaandmrnaexpressionchanges
AT luoyuebei systemsbiologyofmyastheniagravisintegrationofaberrantlncrnaandmrnaexpressionchanges
AT xiaobo systemsbiologyofmyastheniagravisintegrationofaberrantlncrnaandmrnaexpressionchanges
AT yanghuan systemsbiologyofmyastheniagravisintegrationofaberrantlncrnaandmrnaexpressionchanges