Cargando…
Integrated miRNA-mRNA network revealing the key molecular characteristics of ossification of the posterior longitudinal ligament
BACKGROUND: Ossification of the posterior longitudinal ligament (OPLL) refers to an ectopic ossification disease originating from the posterior longitudinal ligament of the spine. Pressing on the spinal cord or nerve roots can cause limb sensory and motor disorders, significantly reducing the patien...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249941/ https://www.ncbi.nlm.nih.gov/pubmed/32481304 http://dx.doi.org/10.1097/MD.0000000000020268 |
_version_ | 1783538680242110464 |
---|---|
author | Xu, Guoyong Liu, Chong Liang, Tuo Qin, Zhaojie Yu, Chao Jie Zhang, Zide Jiang, Jie Chen, Jiarui Zhan, Xinli |
author_facet | Xu, Guoyong Liu, Chong Liang, Tuo Qin, Zhaojie Yu, Chao Jie Zhang, Zide Jiang, Jie Chen, Jiarui Zhan, Xinli |
author_sort | Xu, Guoyong |
collection | PubMed |
description | BACKGROUND: Ossification of the posterior longitudinal ligament (OPLL) refers to an ectopic ossification disease originating from the posterior longitudinal ligament of the spine. Pressing on the spinal cord or nerve roots can cause limb sensory and motor disorders, significantly reducing the patient's quality of life. At present, the pathogenesis of OPLL is still unclear. The purpose of this study is to integrate microRNA (miRNA)-mRNA biological information data to further analyze the important molecules in the pathogenesis of OPLL, so as to provide targets for future OPLL molecular therapy. METHODS: miRNA and mRNA expression profiles of GSE69787 were downloaded from Gene Expression Omnibus database and analyzed by edge R package. Funrich software was used to predict the target genes and transcription factors of de-miRNA. Gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis of differentially expressed genes (DEGs) were carried out based on CLUEGO plug-in in Cytoscape. Using data collected from a search tool for the retrieval of interacting genes online database, a protein-protein interaction (PPI) network was constructed using Cytoscape. The hub gene selection and module analysis of PPI network were carried out by cytoHubba and molecular complex detection, plug-ins of Cytoscape software respectively. RESULTS: A total of 346 genes, including 247 up-regulated genes and 99 down-regulated genes were selected as DEGs. SP1 was identified as an upstream transcription factor of de-miRNAs. Notably, gene ontology enrichment analysis shows that up- and down-regulated DEGs are mainly involved in BP, such as skeletal structure morphogenesis, skeletal system development, and animal organ morphogenesis. Kyoto Encyclopedia of Genes and Genomes enrichment analysis indicated that only WNT signaling pathway was associated with osteogenic differentiation. Lymphoid enhancer binding factor 1 and wingless-type MMTV integration site family member 2 Wingless-Type MMTV Integration site family member 2 were identified as hub genes, miR-520d-3p, miR-4782-3p, miR-6766-3p, and miR-199b-5p were identified as key miRNAs. In addition, 2 important network modules were obtained from PPI network. CONCLUSIONS: In this study, we established a potential miRNA-mRNA regulatory network associated with OPLL, revealing the key molecular mechanism of OPLL and providing targets for future treatment or prevent its occurrence. |
format | Online Article Text |
id | pubmed-7249941 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-72499412020-06-15 Integrated miRNA-mRNA network revealing the key molecular characteristics of ossification of the posterior longitudinal ligament Xu, Guoyong Liu, Chong Liang, Tuo Qin, Zhaojie Yu, Chao Jie Zhang, Zide Jiang, Jie Chen, Jiarui Zhan, Xinli Medicine (Baltimore) 7100 BACKGROUND: Ossification of the posterior longitudinal ligament (OPLL) refers to an ectopic ossification disease originating from the posterior longitudinal ligament of the spine. Pressing on the spinal cord or nerve roots can cause limb sensory and motor disorders, significantly reducing the patient's quality of life. At present, the pathogenesis of OPLL is still unclear. The purpose of this study is to integrate microRNA (miRNA)-mRNA biological information data to further analyze the important molecules in the pathogenesis of OPLL, so as to provide targets for future OPLL molecular therapy. METHODS: miRNA and mRNA expression profiles of GSE69787 were downloaded from Gene Expression Omnibus database and analyzed by edge R package. Funrich software was used to predict the target genes and transcription factors of de-miRNA. Gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis of differentially expressed genes (DEGs) were carried out based on CLUEGO plug-in in Cytoscape. Using data collected from a search tool for the retrieval of interacting genes online database, a protein-protein interaction (PPI) network was constructed using Cytoscape. The hub gene selection and module analysis of PPI network were carried out by cytoHubba and molecular complex detection, plug-ins of Cytoscape software respectively. RESULTS: A total of 346 genes, including 247 up-regulated genes and 99 down-regulated genes were selected as DEGs. SP1 was identified as an upstream transcription factor of de-miRNAs. Notably, gene ontology enrichment analysis shows that up- and down-regulated DEGs are mainly involved in BP, such as skeletal structure morphogenesis, skeletal system development, and animal organ morphogenesis. Kyoto Encyclopedia of Genes and Genomes enrichment analysis indicated that only WNT signaling pathway was associated with osteogenic differentiation. Lymphoid enhancer binding factor 1 and wingless-type MMTV integration site family member 2 Wingless-Type MMTV Integration site family member 2 were identified as hub genes, miR-520d-3p, miR-4782-3p, miR-6766-3p, and miR-199b-5p were identified as key miRNAs. In addition, 2 important network modules were obtained from PPI network. CONCLUSIONS: In this study, we established a potential miRNA-mRNA regulatory network associated with OPLL, revealing the key molecular mechanism of OPLL and providing targets for future treatment or prevent its occurrence. Wolters Kluwer Health 2020-05-22 /pmc/articles/PMC7249941/ /pubmed/32481304 http://dx.doi.org/10.1097/MD.0000000000020268 Text en Copyright © 2020 the Author(s). Published by Wolters Kluwer Health, Inc. http://creativecommons.org/licenses/by-nc-nd/4.0 This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0 |
spellingShingle | 7100 Xu, Guoyong Liu, Chong Liang, Tuo Qin, Zhaojie Yu, Chao Jie Zhang, Zide Jiang, Jie Chen, Jiarui Zhan, Xinli Integrated miRNA-mRNA network revealing the key molecular characteristics of ossification of the posterior longitudinal ligament |
title | Integrated miRNA-mRNA network revealing the key molecular characteristics of ossification of the posterior longitudinal ligament |
title_full | Integrated miRNA-mRNA network revealing the key molecular characteristics of ossification of the posterior longitudinal ligament |
title_fullStr | Integrated miRNA-mRNA network revealing the key molecular characteristics of ossification of the posterior longitudinal ligament |
title_full_unstemmed | Integrated miRNA-mRNA network revealing the key molecular characteristics of ossification of the posterior longitudinal ligament |
title_short | Integrated miRNA-mRNA network revealing the key molecular characteristics of ossification of the posterior longitudinal ligament |
title_sort | integrated mirna-mrna network revealing the key molecular characteristics of ossification of the posterior longitudinal ligament |
topic | 7100 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249941/ https://www.ncbi.nlm.nih.gov/pubmed/32481304 http://dx.doi.org/10.1097/MD.0000000000020268 |
work_keys_str_mv | AT xuguoyong integratedmirnamrnanetworkrevealingthekeymolecularcharacteristicsofossificationoftheposteriorlongitudinalligament AT liuchong integratedmirnamrnanetworkrevealingthekeymolecularcharacteristicsofossificationoftheposteriorlongitudinalligament AT liangtuo integratedmirnamrnanetworkrevealingthekeymolecularcharacteristicsofossificationoftheposteriorlongitudinalligament AT qinzhaojie integratedmirnamrnanetworkrevealingthekeymolecularcharacteristicsofossificationoftheposteriorlongitudinalligament AT yuchaojie integratedmirnamrnanetworkrevealingthekeymolecularcharacteristicsofossificationoftheposteriorlongitudinalligament AT zhangzide integratedmirnamrnanetworkrevealingthekeymolecularcharacteristicsofossificationoftheposteriorlongitudinalligament AT jiangjie integratedmirnamrnanetworkrevealingthekeymolecularcharacteristicsofossificationoftheposteriorlongitudinalligament AT chenjiarui integratedmirnamrnanetworkrevealingthekeymolecularcharacteristicsofossificationoftheposteriorlongitudinalligament AT zhanxinli integratedmirnamrnanetworkrevealingthekeymolecularcharacteristicsofossificationoftheposteriorlongitudinalligament |