Cargando…
Comprehensive Analysis of Differential Immunocyte Infiltration and Potential ceRNA Networks Involved in the Development of Atrial Fibrillation
This study is aimed at identifying potential molecular mechanisms and candidate biomarkers in the left atrial regions for the diagnosis and treatment of valvular atrial fibrillation (VAF). Multibioinformatics methods, including linear models for microarray analysis (LIMMA), an SVA algorithm, CIBERSO...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7525288/ https://www.ncbi.nlm.nih.gov/pubmed/33015181 http://dx.doi.org/10.1155/2020/8021208 |
_version_ | 1783588714580017152 |
---|---|
author | Wu, Jiafeng Deng, Huiming Chen, Qianghua Wu, Qiang Li, Xiaolong Jiang, Siwei Wang, Fengxin Ye, Fuyin Ou, Langhui Gao, Hong |
author_facet | Wu, Jiafeng Deng, Huiming Chen, Qianghua Wu, Qiang Li, Xiaolong Jiang, Siwei Wang, Fengxin Ye, Fuyin Ou, Langhui Gao, Hong |
author_sort | Wu, Jiafeng |
collection | PubMed |
description | This study is aimed at identifying potential molecular mechanisms and candidate biomarkers in the left atrial regions for the diagnosis and treatment of valvular atrial fibrillation (VAF). Multibioinformatics methods, including linear models for microarray analysis (LIMMA), an SVA algorithm, CIBERSORT immune infiltration, and DNA methylation analysis, were employed. In addition, the protein-protein interaction (PPI) network, Gene Ontology (GO), and molecular pathways of differentially expressed genes (DEGs) or differential methylation regions were constructed. In all, compared with the normal rhythm group, 243 different mRNAs (29 downregulated and 214 upregulated) and 26 different lncRNAs (3 downregulated and 23 upregulated) were detected in the left atrium (LA) of atrial fibrillation (AF) patients, and the neutrophil and CD8(+) T cell were infiltrated. Additionally, 199 different methylation sites (107 downregulated and 92 upregulated) were also identified based on DNA methylation analysis. After integration, ELOVL2, CCR2, and WEE1 were detected for differentially methylated and differentially transcribed genes. Among them, WEE1 was also a core gene identified by the competing endogenous RNA (ceRNA) network that included WEE1-KRBOX1-AS1-hsa-miR-17-5p, in VAF left atrial tissue. We combined the DNA methylation and transcriptional expression differential analysis and found that WEE1 (cg13365543) may well be a candidate gene regulated by DNA methylation modification. Moreover, KRBOX1-AS1 and WEE1 can compete endogenously and may mediate myocardial tissue infiltration into CD8(+) T cells and participate in the AF process. |
format | Online Article Text |
id | pubmed-7525288 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-75252882020-10-02 Comprehensive Analysis of Differential Immunocyte Infiltration and Potential ceRNA Networks Involved in the Development of Atrial Fibrillation Wu, Jiafeng Deng, Huiming Chen, Qianghua Wu, Qiang Li, Xiaolong Jiang, Siwei Wang, Fengxin Ye, Fuyin Ou, Langhui Gao, Hong Biomed Res Int Research Article This study is aimed at identifying potential molecular mechanisms and candidate biomarkers in the left atrial regions for the diagnosis and treatment of valvular atrial fibrillation (VAF). Multibioinformatics methods, including linear models for microarray analysis (LIMMA), an SVA algorithm, CIBERSORT immune infiltration, and DNA methylation analysis, were employed. In addition, the protein-protein interaction (PPI) network, Gene Ontology (GO), and molecular pathways of differentially expressed genes (DEGs) or differential methylation regions were constructed. In all, compared with the normal rhythm group, 243 different mRNAs (29 downregulated and 214 upregulated) and 26 different lncRNAs (3 downregulated and 23 upregulated) were detected in the left atrium (LA) of atrial fibrillation (AF) patients, and the neutrophil and CD8(+) T cell were infiltrated. Additionally, 199 different methylation sites (107 downregulated and 92 upregulated) were also identified based on DNA methylation analysis. After integration, ELOVL2, CCR2, and WEE1 were detected for differentially methylated and differentially transcribed genes. Among them, WEE1 was also a core gene identified by the competing endogenous RNA (ceRNA) network that included WEE1-KRBOX1-AS1-hsa-miR-17-5p, in VAF left atrial tissue. We combined the DNA methylation and transcriptional expression differential analysis and found that WEE1 (cg13365543) may well be a candidate gene regulated by DNA methylation modification. Moreover, KRBOX1-AS1 and WEE1 can compete endogenously and may mediate myocardial tissue infiltration into CD8(+) T cells and participate in the AF process. Hindawi 2020-09-19 /pmc/articles/PMC7525288/ /pubmed/33015181 http://dx.doi.org/10.1155/2020/8021208 Text en Copyright © 2020 Jiafeng Wu et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Wu, Jiafeng Deng, Huiming Chen, Qianghua Wu, Qiang Li, Xiaolong Jiang, Siwei Wang, Fengxin Ye, Fuyin Ou, Langhui Gao, Hong Comprehensive Analysis of Differential Immunocyte Infiltration and Potential ceRNA Networks Involved in the Development of Atrial Fibrillation |
title | Comprehensive Analysis of Differential Immunocyte Infiltration and Potential ceRNA Networks Involved in the Development of Atrial Fibrillation |
title_full | Comprehensive Analysis of Differential Immunocyte Infiltration and Potential ceRNA Networks Involved in the Development of Atrial Fibrillation |
title_fullStr | Comprehensive Analysis of Differential Immunocyte Infiltration and Potential ceRNA Networks Involved in the Development of Atrial Fibrillation |
title_full_unstemmed | Comprehensive Analysis of Differential Immunocyte Infiltration and Potential ceRNA Networks Involved in the Development of Atrial Fibrillation |
title_short | Comprehensive Analysis of Differential Immunocyte Infiltration and Potential ceRNA Networks Involved in the Development of Atrial Fibrillation |
title_sort | comprehensive analysis of differential immunocyte infiltration and potential cerna networks involved in the development of atrial fibrillation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7525288/ https://www.ncbi.nlm.nih.gov/pubmed/33015181 http://dx.doi.org/10.1155/2020/8021208 |
work_keys_str_mv | AT wujiafeng comprehensiveanalysisofdifferentialimmunocyteinfiltrationandpotentialcernanetworksinvolvedinthedevelopmentofatrialfibrillation AT denghuiming comprehensiveanalysisofdifferentialimmunocyteinfiltrationandpotentialcernanetworksinvolvedinthedevelopmentofatrialfibrillation AT chenqianghua comprehensiveanalysisofdifferentialimmunocyteinfiltrationandpotentialcernanetworksinvolvedinthedevelopmentofatrialfibrillation AT wuqiang comprehensiveanalysisofdifferentialimmunocyteinfiltrationandpotentialcernanetworksinvolvedinthedevelopmentofatrialfibrillation AT lixiaolong comprehensiveanalysisofdifferentialimmunocyteinfiltrationandpotentialcernanetworksinvolvedinthedevelopmentofatrialfibrillation AT jiangsiwei comprehensiveanalysisofdifferentialimmunocyteinfiltrationandpotentialcernanetworksinvolvedinthedevelopmentofatrialfibrillation AT wangfengxin comprehensiveanalysisofdifferentialimmunocyteinfiltrationandpotentialcernanetworksinvolvedinthedevelopmentofatrialfibrillation AT yefuyin comprehensiveanalysisofdifferentialimmunocyteinfiltrationandpotentialcernanetworksinvolvedinthedevelopmentofatrialfibrillation AT oulanghui comprehensiveanalysisofdifferentialimmunocyteinfiltrationandpotentialcernanetworksinvolvedinthedevelopmentofatrialfibrillation AT gaohong comprehensiveanalysisofdifferentialimmunocyteinfiltrationandpotentialcernanetworksinvolvedinthedevelopmentofatrialfibrillation |