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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wu, Jiafeng, Deng, Huiming, Chen, Qianghua, Wu, Qiang, Li, Xiaolong, Jiang, Siwei, Wang, Fengxin, Ye, Fuyin, Ou, Langhui, Gao, Hong
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