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Construction of a Potentially Functional circRNA-miRNA-mRNA Network in Intervertebral Disc Degeneration by Bioinformatics Analysis
BACKGROUND: The competing endogenous RNA- (ceRNA-) mediated regulatory mechanisms are known to play a pivotal role in intervertebral disc degeneration (IDD). Our research intended to establish a ceRNA regulatory network related to IDD through bioinformatics analyses. METHODS: The expression profiles...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357516/ https://www.ncbi.nlm.nih.gov/pubmed/34395625 http://dx.doi.org/10.1155/2021/8352683 |
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author | Huo, Zhenxin Li, Hao Tian, Lijun Li, Jianhua Zhang, Kaihui Li, Zhenhua Li, Guowang Du, Lilong Xu, Haiwei Xu, Baoshan |
author_facet | Huo, Zhenxin Li, Hao Tian, Lijun Li, Jianhua Zhang, Kaihui Li, Zhenhua Li, Guowang Du, Lilong Xu, Haiwei Xu, Baoshan |
author_sort | Huo, Zhenxin |
collection | PubMed |
description | BACKGROUND: The competing endogenous RNA- (ceRNA-) mediated regulatory mechanisms are known to play a pivotal role in intervertebral disc degeneration (IDD). Our research intended to establish a ceRNA regulatory network related to IDD through bioinformatics analyses. METHODS: The expression profiles of circRNA, miRNA, and mRNA were obtained from the public Gene Expression Omnibus (GEO) datasets. Then, we use sequence-based bioinformatics methods to select differentially expressed mRNAs (DEmRNAs), microRNAs (DEmiRNAs), or circRNAs (DEcircRNAs) related to IDD. We used ChEA3 to verify the targets of transcription factors (TFs). Then, we used DAVID to annotate the DEmRNAs. Finally, we constructed a potentially circRNA-miRNA-mRNA network related to IDD by predicting in the database (ENCORI, TargetScan, miRecords, miRmap, and circBank). RESULTS: We identified 31 common DEmRNAs by Venn analysis, of which MMP2 was regarded as the key hub genes. Simultaneously, miR-423-5p and miR-185-5p were predicted as the upstream molecules of MMP2. Furthermore, a total of six DEcircRNAs were predicted as the upstream circRNAs of miR-423-5p and miR-185-5p. Then, a potential circRNA-miRNA-mRNA network related to IDD was constructed by bioinformatics analysis. CONCLUSION: A comprehensive ceRNA regulatory network was constructed, which was found to be significant in IDD progression. |
format | Online Article Text |
id | pubmed-8357516 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-83575162021-08-12 Construction of a Potentially Functional circRNA-miRNA-mRNA Network in Intervertebral Disc Degeneration by Bioinformatics Analysis Huo, Zhenxin Li, Hao Tian, Lijun Li, Jianhua Zhang, Kaihui Li, Zhenhua Li, Guowang Du, Lilong Xu, Haiwei Xu, Baoshan Biomed Res Int Research Article BACKGROUND: The competing endogenous RNA- (ceRNA-) mediated regulatory mechanisms are known to play a pivotal role in intervertebral disc degeneration (IDD). Our research intended to establish a ceRNA regulatory network related to IDD through bioinformatics analyses. METHODS: The expression profiles of circRNA, miRNA, and mRNA were obtained from the public Gene Expression Omnibus (GEO) datasets. Then, we use sequence-based bioinformatics methods to select differentially expressed mRNAs (DEmRNAs), microRNAs (DEmiRNAs), or circRNAs (DEcircRNAs) related to IDD. We used ChEA3 to verify the targets of transcription factors (TFs). Then, we used DAVID to annotate the DEmRNAs. Finally, we constructed a potentially circRNA-miRNA-mRNA network related to IDD by predicting in the database (ENCORI, TargetScan, miRecords, miRmap, and circBank). RESULTS: We identified 31 common DEmRNAs by Venn analysis, of which MMP2 was regarded as the key hub genes. Simultaneously, miR-423-5p and miR-185-5p were predicted as the upstream molecules of MMP2. Furthermore, a total of six DEcircRNAs were predicted as the upstream circRNAs of miR-423-5p and miR-185-5p. Then, a potential circRNA-miRNA-mRNA network related to IDD was constructed by bioinformatics analysis. CONCLUSION: A comprehensive ceRNA regulatory network was constructed, which was found to be significant in IDD progression. Hindawi 2021-08-04 /pmc/articles/PMC8357516/ /pubmed/34395625 http://dx.doi.org/10.1155/2021/8352683 Text en Copyright © 2021 Zhenxin Huo et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Huo, Zhenxin Li, Hao Tian, Lijun Li, Jianhua Zhang, Kaihui Li, Zhenhua Li, Guowang Du, Lilong Xu, Haiwei Xu, Baoshan Construction of a Potentially Functional circRNA-miRNA-mRNA Network in Intervertebral Disc Degeneration by Bioinformatics Analysis |
title | Construction of a Potentially Functional circRNA-miRNA-mRNA Network in Intervertebral Disc Degeneration by Bioinformatics Analysis |
title_full | Construction of a Potentially Functional circRNA-miRNA-mRNA Network in Intervertebral Disc Degeneration by Bioinformatics Analysis |
title_fullStr | Construction of a Potentially Functional circRNA-miRNA-mRNA Network in Intervertebral Disc Degeneration by Bioinformatics Analysis |
title_full_unstemmed | Construction of a Potentially Functional circRNA-miRNA-mRNA Network in Intervertebral Disc Degeneration by Bioinformatics Analysis |
title_short | Construction of a Potentially Functional circRNA-miRNA-mRNA Network in Intervertebral Disc Degeneration by Bioinformatics Analysis |
title_sort | construction of a potentially functional circrna-mirna-mrna network in intervertebral disc degeneration by bioinformatics analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357516/ https://www.ncbi.nlm.nih.gov/pubmed/34395625 http://dx.doi.org/10.1155/2021/8352683 |
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