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Epithelial-mesenchymal transition-related genes in coronary artery disease
Epithelial-mesenchymal transition (EMT) is critical in the development of coronary artery disease (CAD). However, landscapes of EMT-related genes have not been fully established in CAD. We identified the differentially expressed mRNAs and lncRNAs (DElncRNAs) from the Gene Expression Omnibus database...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
De Gruyter
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9034345/ https://www.ncbi.nlm.nih.gov/pubmed/35529472 http://dx.doi.org/10.1515/med-2022-0476 |
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author | Xu, Xiang Zou, Renchao Liu, Xiaoyong Liu, Jia Su, Qianqian |
author_facet | Xu, Xiang Zou, Renchao Liu, Xiaoyong Liu, Jia Su, Qianqian |
author_sort | Xu, Xiang |
collection | PubMed |
description | Epithelial-mesenchymal transition (EMT) is critical in the development of coronary artery disease (CAD). However, landscapes of EMT-related genes have not been fully established in CAD. We identified the differentially expressed mRNAs and lncRNAs (DElncRNAs) from the Gene Expression Omnibus database. Pearson’s correlation analysis, the least absolute shrinkage and selection operator regression, and support vector machine reverse feature elimination algorithms were used to screen EMT-related lncRNAs. The cis–trans regulatory networks were constructed based on EMT-related lncRNAs. Quantitative real-time polymerase chain reaction was performed to validate the expression of EMT-related genes in a cohort of six patients with CAD and six healthy controls. We further estimated the infiltration of the immune cells in CAD patients with five algorithms, and the correlation between EMT-related genes and infiltrating immune cells was analyzed. We identified eight EMT-related lncRNAs in CAD. The area under curve value was greater than 0.95. The immune analysis revealed significant CD8 T cells, monocytes, and NK cells in CAD and found that EMT-related lncRNAs were correlated with these immune cell subsets. Moreover, SNAI2, an EMT-TF gene, was found in the trans-regulatory network of EMT-related lncRNAs. Further, we found SNAI2 as a biomarker for the diagnosis of CAD but it also had a close correlation with immune cell subsets in CAD. Eight EMT-related lncRNAs and SNAI2 have important significance in the diagnosis of CAD patients. |
format | Online Article Text |
id | pubmed-9034345 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | De Gruyter |
record_format | MEDLINE/PubMed |
spelling | pubmed-90343452022-05-06 Epithelial-mesenchymal transition-related genes in coronary artery disease Xu, Xiang Zou, Renchao Liu, Xiaoyong Liu, Jia Su, Qianqian Open Med (Wars) Research Article Epithelial-mesenchymal transition (EMT) is critical in the development of coronary artery disease (CAD). However, landscapes of EMT-related genes have not been fully established in CAD. We identified the differentially expressed mRNAs and lncRNAs (DElncRNAs) from the Gene Expression Omnibus database. Pearson’s correlation analysis, the least absolute shrinkage and selection operator regression, and support vector machine reverse feature elimination algorithms were used to screen EMT-related lncRNAs. The cis–trans regulatory networks were constructed based on EMT-related lncRNAs. Quantitative real-time polymerase chain reaction was performed to validate the expression of EMT-related genes in a cohort of six patients with CAD and six healthy controls. We further estimated the infiltration of the immune cells in CAD patients with five algorithms, and the correlation between EMT-related genes and infiltrating immune cells was analyzed. We identified eight EMT-related lncRNAs in CAD. The area under curve value was greater than 0.95. The immune analysis revealed significant CD8 T cells, monocytes, and NK cells in CAD and found that EMT-related lncRNAs were correlated with these immune cell subsets. Moreover, SNAI2, an EMT-TF gene, was found in the trans-regulatory network of EMT-related lncRNAs. Further, we found SNAI2 as a biomarker for the diagnosis of CAD but it also had a close correlation with immune cell subsets in CAD. Eight EMT-related lncRNAs and SNAI2 have important significance in the diagnosis of CAD patients. De Gruyter 2022-04-22 /pmc/articles/PMC9034345/ /pubmed/35529472 http://dx.doi.org/10.1515/med-2022-0476 Text en © 2022 Xiang Xu et al., published by De Gruyter https://creativecommons.org/licenses/by/4.0/This work is licensed under the Creative Commons Attribution 4.0 International License. |
spellingShingle | Research Article Xu, Xiang Zou, Renchao Liu, Xiaoyong Liu, Jia Su, Qianqian Epithelial-mesenchymal transition-related genes in coronary artery disease |
title | Epithelial-mesenchymal transition-related genes in coronary artery disease |
title_full | Epithelial-mesenchymal transition-related genes in coronary artery disease |
title_fullStr | Epithelial-mesenchymal transition-related genes in coronary artery disease |
title_full_unstemmed | Epithelial-mesenchymal transition-related genes in coronary artery disease |
title_short | Epithelial-mesenchymal transition-related genes in coronary artery disease |
title_sort | epithelial-mesenchymal transition-related genes in coronary artery disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9034345/ https://www.ncbi.nlm.nih.gov/pubmed/35529472 http://dx.doi.org/10.1515/med-2022-0476 |
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