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Transcriptome sequencing and microRNA–mRNA regulatory network construction in the lens from a Na(2)SeO(3)-induced Sprague Dawley rat cataract model
BACKGROUND: A sight-threatening, cataract is a common degenerative disease of the ocular lens. This study aimed to explore the regulatory mechanism of age-related cataract (ARC) formation and progression. METHODS: Cataracts in Sprague Dawley rats were induced by adopting the method that injected sel...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652440/ https://www.ncbi.nlm.nih.gov/pubmed/37974089 http://dx.doi.org/10.1186/s12886-023-03202-x |
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author | Fang, Rui Yue, Pei-Lin Li, Hai-Long Ding, Xue-Fei Jia, Yu-Xuan Liu, Zhao-Chuan Zhou, Hong-Gang Song, Xu-Dong |
author_facet | Fang, Rui Yue, Pei-Lin Li, Hai-Long Ding, Xue-Fei Jia, Yu-Xuan Liu, Zhao-Chuan Zhou, Hong-Gang Song, Xu-Dong |
author_sort | Fang, Rui |
collection | PubMed |
description | BACKGROUND: A sight-threatening, cataract is a common degenerative disease of the ocular lens. This study aimed to explore the regulatory mechanism of age-related cataract (ARC) formation and progression. METHODS: Cataracts in Sprague Dawley rats were induced by adopting the method that injected selenite subcutaneously in the nape. We performed high-throughput RNA sequencing technology to identify the mRNA and microRNA(miRNA) expression profiles of the capsular membrane of the lens from Na(2)SeO(3)-induced and saline-injected Sprague Dawley rats. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were carried out to forecast the regulatory and functional role of mRNAs in cataracts by DAVID and Metascape. The protein–protein interaction(PPI) network of differentially expressed mRNA(DEmRNAs) was built via the STRING. Target miRNAs of hub genes were predicted by miRBD and TargetScan. Furthermore, differentially expressed miRNA(DEmiRNAs) were selected as hub genes’ targets, validated by quantitative real-time polymerase chain reaction(qRT-PCR), and a DEmiRNA-DEmRNA regulatory network was constructed via Cytoscape. RESULT: In total, 329 DEmRNAs including 40 upregulated and 289 downregulated genes were identified. Forty seven DEmiRNAs including 29 upregulated and 18 downregulated miRNAs were detected. The DEmRNAs are involved in lens development, visual perception, and aging-related biological processes. A protein–protein interaction network including 274 node genes was constructed to explore the interactions of DEmRNAs. Furthermore, a DEmiRNA-DEmRNA regulatory network related to cataracts was constructed, including 8 hub DEmRNAs, and 8 key DEmiRNAs which were confirmed by qRT-PCR analysis. CONCLUSION: We identified several differentially expressed genes and established a miRNA-mRNA-regulated network in a Na(2)SeO(3)-induced Sprague Dawley rat cataract model. These results may provide novel insights into the clinical treatment of cataracts, and the hub DEmRNAs and key DEmiRNAs could be potential therapeutic targets for ARC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12886-023-03202-x. |
format | Online Article Text |
id | pubmed-10652440 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106524402023-11-16 Transcriptome sequencing and microRNA–mRNA regulatory network construction in the lens from a Na(2)SeO(3)-induced Sprague Dawley rat cataract model Fang, Rui Yue, Pei-Lin Li, Hai-Long Ding, Xue-Fei Jia, Yu-Xuan Liu, Zhao-Chuan Zhou, Hong-Gang Song, Xu-Dong BMC Ophthalmol Research BACKGROUND: A sight-threatening, cataract is a common degenerative disease of the ocular lens. This study aimed to explore the regulatory mechanism of age-related cataract (ARC) formation and progression. METHODS: Cataracts in Sprague Dawley rats were induced by adopting the method that injected selenite subcutaneously in the nape. We performed high-throughput RNA sequencing technology to identify the mRNA and microRNA(miRNA) expression profiles of the capsular membrane of the lens from Na(2)SeO(3)-induced and saline-injected Sprague Dawley rats. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were carried out to forecast the regulatory and functional role of mRNAs in cataracts by DAVID and Metascape. The protein–protein interaction(PPI) network of differentially expressed mRNA(DEmRNAs) was built via the STRING. Target miRNAs of hub genes were predicted by miRBD and TargetScan. Furthermore, differentially expressed miRNA(DEmiRNAs) were selected as hub genes’ targets, validated by quantitative real-time polymerase chain reaction(qRT-PCR), and a DEmiRNA-DEmRNA regulatory network was constructed via Cytoscape. RESULT: In total, 329 DEmRNAs including 40 upregulated and 289 downregulated genes were identified. Forty seven DEmiRNAs including 29 upregulated and 18 downregulated miRNAs were detected. The DEmRNAs are involved in lens development, visual perception, and aging-related biological processes. A protein–protein interaction network including 274 node genes was constructed to explore the interactions of DEmRNAs. Furthermore, a DEmiRNA-DEmRNA regulatory network related to cataracts was constructed, including 8 hub DEmRNAs, and 8 key DEmiRNAs which were confirmed by qRT-PCR analysis. CONCLUSION: We identified several differentially expressed genes and established a miRNA-mRNA-regulated network in a Na(2)SeO(3)-induced Sprague Dawley rat cataract model. These results may provide novel insights into the clinical treatment of cataracts, and the hub DEmRNAs and key DEmiRNAs could be potential therapeutic targets for ARC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12886-023-03202-x. BioMed Central 2023-11-16 /pmc/articles/PMC10652440/ /pubmed/37974089 http://dx.doi.org/10.1186/s12886-023-03202-x 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 Fang, Rui Yue, Pei-Lin Li, Hai-Long Ding, Xue-Fei Jia, Yu-Xuan Liu, Zhao-Chuan Zhou, Hong-Gang Song, Xu-Dong Transcriptome sequencing and microRNA–mRNA regulatory network construction in the lens from a Na(2)SeO(3)-induced Sprague Dawley rat cataract model |
title | Transcriptome sequencing and microRNA–mRNA regulatory network construction in the lens from a Na(2)SeO(3)-induced Sprague Dawley rat cataract model |
title_full | Transcriptome sequencing and microRNA–mRNA regulatory network construction in the lens from a Na(2)SeO(3)-induced Sprague Dawley rat cataract model |
title_fullStr | Transcriptome sequencing and microRNA–mRNA regulatory network construction in the lens from a Na(2)SeO(3)-induced Sprague Dawley rat cataract model |
title_full_unstemmed | Transcriptome sequencing and microRNA–mRNA regulatory network construction in the lens from a Na(2)SeO(3)-induced Sprague Dawley rat cataract model |
title_short | Transcriptome sequencing and microRNA–mRNA regulatory network construction in the lens from a Na(2)SeO(3)-induced Sprague Dawley rat cataract model |
title_sort | transcriptome sequencing and microrna–mrna regulatory network construction in the lens from a na(2)seo(3)-induced sprague dawley rat cataract model |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652440/ https://www.ncbi.nlm.nih.gov/pubmed/37974089 http://dx.doi.org/10.1186/s12886-023-03202-x |
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