Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Xu, Xiang, Zou, Renchao, Liu, Xiaoyong, Liu, Jia, Su, Qianqian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter 2022
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
_version_ 1784693091866771456
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
work_keys_str_mv AT xuxiang epithelialmesenchymaltransitionrelatedgenesincoronaryarterydisease
AT zourenchao epithelialmesenchymaltransitionrelatedgenesincoronaryarterydisease
AT liuxiaoyong epithelialmesenchymaltransitionrelatedgenesincoronaryarterydisease
AT liujia epithelialmesenchymaltransitionrelatedgenesincoronaryarterydisease
AT suqianqian epithelialmesenchymaltransitionrelatedgenesincoronaryarterydisease