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Identification of potential regulatory long non-coding RNA-associated competing endogenous RNA axes in periplaque regions in multiple sclerosis

Slow-burning inflammation at the lesion rim is connected to the expansion of chronic multiple sclerosis (MS) lesions. However, the underlying processes causing expansion are not clearly realized. In this context, the current study used a bioinformatics approach to identify the expression profiles an...

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Autores principales: Sabaie, Hani, Khorami Rouz, Sharareh, Kouchakali, Ghazal, Heydarzadeh, Samaneh, Asadi, Mohammad Reza, Sharifi-Bonab, Mirmohsen, Hussen, Bashdar Mahmud, Taheri, Mohammad, Ayatollahi, Seyed Abdulmajid, Rezazadeh, Maryam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9619104/
https://www.ncbi.nlm.nih.gov/pubmed/36324503
http://dx.doi.org/10.3389/fgene.2022.1011350
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author Sabaie, Hani
Khorami Rouz, Sharareh
Kouchakali, Ghazal
Heydarzadeh, Samaneh
Asadi, Mohammad Reza
Sharifi-Bonab, Mirmohsen
Hussen, Bashdar Mahmud
Taheri, Mohammad
Ayatollahi, Seyed Abdulmajid
Rezazadeh, Maryam
author_facet Sabaie, Hani
Khorami Rouz, Sharareh
Kouchakali, Ghazal
Heydarzadeh, Samaneh
Asadi, Mohammad Reza
Sharifi-Bonab, Mirmohsen
Hussen, Bashdar Mahmud
Taheri, Mohammad
Ayatollahi, Seyed Abdulmajid
Rezazadeh, Maryam
author_sort Sabaie, Hani
collection PubMed
description Slow-burning inflammation at the lesion rim is connected to the expansion of chronic multiple sclerosis (MS) lesions. However, the underlying processes causing expansion are not clearly realized. In this context, the current study used a bioinformatics approach to identify the expression profiles and related lncRNA-associated ceRNA regulatory axes in the periplaque region in MS patients. Expression data (GSE52139) from periplaque regions in the secondary progressive MS spinal cord and controls were downloaded from the Gene Expression Omnibus database (GEO), which has details on mRNAs and lncRNAs. Using the R software’s limma package, the differentially expressed lncRNAs (DElncRNAs) and mRNAs (DEmRNAs) were found. The RNA interactions were also found using the DIANA-LncBase, miRTarBase, and HMDD databases. The Pearson correlation coefficient was used to determine whether there were any positive correlations between DEmRNAs and DElncRNAs in the ceRNA network. Finally, lncRNA-associated ceRNA axes were created based on co-expression and connections between DElncRNA, miRNA, and DEmRNA. We used the Enrichr tool to enrich the biological process, molecular function, and pathways for DEmRNAs and DElncRNAs. A network of DEmRNAs’ protein-protein interactions was developed, and the top five hub genes were found using Cytoscape and STRING. The current study indicates that 15 DEmRNAs, including FOS, GJA1, NTRK2, CTNND1, and SP3, are connected to the MS ceRNA network. Additionally, four DElncRNAs (such as TUG1, ASB16-AS1, and LINC01094) that regulated the aforementioned mRNAs by sponging 14 MS-related miRNAs (e.g., hsa-miR-145-5p, hsa-miR-200a-3p, hsa-miR-20a-5p, hsa-miR-22-3p, hsa-miR-23a-3p, hsa-miR-27a-3p, hsa-miR-29b-3p, hsa-miR-29c-3p, hsa-miR-34a-5p) were found. In addition, the analysis of pathway enrichment revealed that DEmRNAs were enriched in the pathways for the “MAPK signaling pathway”, “Kaposi sarcoma-associated herpesvirus infection”, “Human immunodeficiency virus one infection”, “Lipid and atherosclerosis”, and “Amphetamine addiction”. Even though the function of these ceRNA axes needs to be investigated further, this study provides research targets for studying ceRNA-mediated molecular mechanisms related to periplaque demyelination in MS.
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spelling pubmed-96191042022-11-01 Identification of potential regulatory long non-coding RNA-associated competing endogenous RNA axes in periplaque regions in multiple sclerosis Sabaie, Hani Khorami Rouz, Sharareh Kouchakali, Ghazal Heydarzadeh, Samaneh Asadi, Mohammad Reza Sharifi-Bonab, Mirmohsen Hussen, Bashdar Mahmud Taheri, Mohammad Ayatollahi, Seyed Abdulmajid Rezazadeh, Maryam Front Genet Genetics Slow-burning inflammation at the lesion rim is connected to the expansion of chronic multiple sclerosis (MS) lesions. However, the underlying processes causing expansion are not clearly realized. In this context, the current study used a bioinformatics approach to identify the expression profiles and related lncRNA-associated ceRNA regulatory axes in the periplaque region in MS patients. Expression data (GSE52139) from periplaque regions in the secondary progressive MS spinal cord and controls were downloaded from the Gene Expression Omnibus database (GEO), which has details on mRNAs and lncRNAs. Using the R software’s limma package, the differentially expressed lncRNAs (DElncRNAs) and mRNAs (DEmRNAs) were found. The RNA interactions were also found using the DIANA-LncBase, miRTarBase, and HMDD databases. The Pearson correlation coefficient was used to determine whether there were any positive correlations between DEmRNAs and DElncRNAs in the ceRNA network. Finally, lncRNA-associated ceRNA axes were created based on co-expression and connections between DElncRNA, miRNA, and DEmRNA. We used the Enrichr tool to enrich the biological process, molecular function, and pathways for DEmRNAs and DElncRNAs. A network of DEmRNAs’ protein-protein interactions was developed, and the top five hub genes were found using Cytoscape and STRING. The current study indicates that 15 DEmRNAs, including FOS, GJA1, NTRK2, CTNND1, and SP3, are connected to the MS ceRNA network. Additionally, four DElncRNAs (such as TUG1, ASB16-AS1, and LINC01094) that regulated the aforementioned mRNAs by sponging 14 MS-related miRNAs (e.g., hsa-miR-145-5p, hsa-miR-200a-3p, hsa-miR-20a-5p, hsa-miR-22-3p, hsa-miR-23a-3p, hsa-miR-27a-3p, hsa-miR-29b-3p, hsa-miR-29c-3p, hsa-miR-34a-5p) were found. In addition, the analysis of pathway enrichment revealed that DEmRNAs were enriched in the pathways for the “MAPK signaling pathway”, “Kaposi sarcoma-associated herpesvirus infection”, “Human immunodeficiency virus one infection”, “Lipid and atherosclerosis”, and “Amphetamine addiction”. Even though the function of these ceRNA axes needs to be investigated further, this study provides research targets for studying ceRNA-mediated molecular mechanisms related to periplaque demyelination in MS. Frontiers Media S.A. 2022-10-17 /pmc/articles/PMC9619104/ /pubmed/36324503 http://dx.doi.org/10.3389/fgene.2022.1011350 Text en Copyright © 2022 Sabaie, Khorami Rouz, Kouchakali, Heydarzadeh, Asadi, Sharifi-Bonab, Hussen, Taheri, Ayatollahi and Rezazadeh. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Sabaie, Hani
Khorami Rouz, Sharareh
Kouchakali, Ghazal
Heydarzadeh, Samaneh
Asadi, Mohammad Reza
Sharifi-Bonab, Mirmohsen
Hussen, Bashdar Mahmud
Taheri, Mohammad
Ayatollahi, Seyed Abdulmajid
Rezazadeh, Maryam
Identification of potential regulatory long non-coding RNA-associated competing endogenous RNA axes in periplaque regions in multiple sclerosis
title Identification of potential regulatory long non-coding RNA-associated competing endogenous RNA axes in periplaque regions in multiple sclerosis
title_full Identification of potential regulatory long non-coding RNA-associated competing endogenous RNA axes in periplaque regions in multiple sclerosis
title_fullStr Identification of potential regulatory long non-coding RNA-associated competing endogenous RNA axes in periplaque regions in multiple sclerosis
title_full_unstemmed Identification of potential regulatory long non-coding RNA-associated competing endogenous RNA axes in periplaque regions in multiple sclerosis
title_short Identification of potential regulatory long non-coding RNA-associated competing endogenous RNA axes in periplaque regions in multiple sclerosis
title_sort identification of potential regulatory long non-coding rna-associated competing endogenous rna axes in periplaque regions in multiple sclerosis
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9619104/
https://www.ncbi.nlm.nih.gov/pubmed/36324503
http://dx.doi.org/10.3389/fgene.2022.1011350
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