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Establishment and validation of the autophagy-related ceRNA network in irreversible pulpitis

BACKGROUND: The molecular mechanisms underlying the onset and progression of irreversible pulpitis have been studied for decades. Many studies have indicated a potential correlation between autophagy and this disease. Against the background of the competing endogenous RNA (ceRNA) theory, protein-co...

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Autores principales: Wang, Ye, Xie, Qiuyan, Yu, Hongwen, Zhou, Bangyi, Guo, Xiaolan, Wu, Buling, Hu, Jiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10195668/
https://www.ncbi.nlm.nih.gov/pubmed/37208635
http://dx.doi.org/10.1186/s12864-023-09363-9
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author Wang, Ye
Xie, Qiuyan
Yu, Hongwen
Zhou, Bangyi
Guo, Xiaolan
Wu, Buling
Hu, Jiao
author_facet Wang, Ye
Xie, Qiuyan
Yu, Hongwen
Zhou, Bangyi
Guo, Xiaolan
Wu, Buling
Hu, Jiao
author_sort Wang, Ye
collection PubMed
description BACKGROUND: The molecular mechanisms underlying the onset and progression of irreversible pulpitis have been studied for decades. Many studies have indicated a potential correlation between autophagy and this disease. Against the background of the competing endogenous RNA (ceRNA) theory, protein-coding RNA functions are linked with long noncoding RNAs (lncRNAs) and microRNAs (miRNAs). This mechanism has been widely studied in various fields but has rarely been reported in the context of irreversible pulpitis. The hub genes selected under this theory may represent the key to the interaction between autophagy and irreversible pulpitis. RESULTS: Filtering and differential expression analyses of the GSE92681 dataset, which contains data from 7 inflamed and 5 healthy pulp tissue samples, were conducted. The results were intersected with autophagy-related genes (ARGs), and 36 differentially expressed ARGs (DE-ARGs) were identified. Functional enrichment analysis and construction of the protein‒protein interaction (PPI) network of DE-ARGs were performed. Coexpression analysis was conducted between differentially expressed lncRNAs (DElncRNAs) and DE-ARGs, and 151 downregulated and 59 upregulated autophagy-related DElncRNAs (AR-DElncRNAs) were identified. StarBase and multiMiR were then used to predict related microRNAs of AR-DElncRNAs and DE-ARGs, respectively. We established ceRNA networks including 9 hub lncRNAs (HCP5 and AC112496.1 ↑; FENDRR, AC099850.1, ZSWIM8-AS1, DLX6-AS1, LAMTOR5-AS1, TMEM161B-AS1 and AC145207.5 ↓), which were validated by a qRT‒PCR analysis of pulp tissue from patients with irreversible pulpitis. CONCLUSION: We constructed two networks consisting of 9 hub lncRNAs based on the comprehensive identification of autophagy-related ceRNAs. This study may provide novel insights into the interactive relationship between autophagy and irreversible pulpitis and identifies several lncRNAs that may serve as potential biological markers.
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spelling pubmed-101956682023-05-20 Establishment and validation of the autophagy-related ceRNA network in irreversible pulpitis Wang, Ye Xie, Qiuyan Yu, Hongwen Zhou, Bangyi Guo, Xiaolan Wu, Buling Hu, Jiao BMC Genomics Research BACKGROUND: The molecular mechanisms underlying the onset and progression of irreversible pulpitis have been studied for decades. Many studies have indicated a potential correlation between autophagy and this disease. Against the background of the competing endogenous RNA (ceRNA) theory, protein-coding RNA functions are linked with long noncoding RNAs (lncRNAs) and microRNAs (miRNAs). This mechanism has been widely studied in various fields but has rarely been reported in the context of irreversible pulpitis. The hub genes selected under this theory may represent the key to the interaction between autophagy and irreversible pulpitis. RESULTS: Filtering and differential expression analyses of the GSE92681 dataset, which contains data from 7 inflamed and 5 healthy pulp tissue samples, were conducted. The results were intersected with autophagy-related genes (ARGs), and 36 differentially expressed ARGs (DE-ARGs) were identified. Functional enrichment analysis and construction of the protein‒protein interaction (PPI) network of DE-ARGs were performed. Coexpression analysis was conducted between differentially expressed lncRNAs (DElncRNAs) and DE-ARGs, and 151 downregulated and 59 upregulated autophagy-related DElncRNAs (AR-DElncRNAs) were identified. StarBase and multiMiR were then used to predict related microRNAs of AR-DElncRNAs and DE-ARGs, respectively. We established ceRNA networks including 9 hub lncRNAs (HCP5 and AC112496.1 ↑; FENDRR, AC099850.1, ZSWIM8-AS1, DLX6-AS1, LAMTOR5-AS1, TMEM161B-AS1 and AC145207.5 ↓), which were validated by a qRT‒PCR analysis of pulp tissue from patients with irreversible pulpitis. CONCLUSION: We constructed two networks consisting of 9 hub lncRNAs based on the comprehensive identification of autophagy-related ceRNAs. This study may provide novel insights into the interactive relationship between autophagy and irreversible pulpitis and identifies several lncRNAs that may serve as potential biological markers. BioMed Central 2023-05-19 /pmc/articles/PMC10195668/ /pubmed/37208635 http://dx.doi.org/10.1186/s12864-023-09363-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Wang, Ye
Xie, Qiuyan
Yu, Hongwen
Zhou, Bangyi
Guo, Xiaolan
Wu, Buling
Hu, Jiao
Establishment and validation of the autophagy-related ceRNA network in irreversible pulpitis
title Establishment and validation of the autophagy-related ceRNA network in irreversible pulpitis
title_full Establishment and validation of the autophagy-related ceRNA network in irreversible pulpitis
title_fullStr Establishment and validation of the autophagy-related ceRNA network in irreversible pulpitis
title_full_unstemmed Establishment and validation of the autophagy-related ceRNA network in irreversible pulpitis
title_short Establishment and validation of the autophagy-related ceRNA network in irreversible pulpitis
title_sort establishment and validation of the autophagy-related cerna network in irreversible pulpitis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10195668/
https://www.ncbi.nlm.nih.gov/pubmed/37208635
http://dx.doi.org/10.1186/s12864-023-09363-9
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