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基于生物信息学分析的瓣膜性心脏病合并心房颤动关键免疫相关基因的鉴定及免疫浸润分析

Identification of key immune-related genes and immune infiltration in atrial fibrillation with valvular heart disease based on bioinformatics analysis.

作者信息

Li Shuo, Jiang Zhiyuan, Chao Xiaoying, Jiang Chenyang, Zhong Guoqiang

机构信息

Department of Cardiology, First Affiliated Hospital, Guangxi Medical University, Nanning, China.

Department of Cardiology, Division of Hypertension, First Affiliated Hospital, Guangxi Medical University, Nanning, China.

出版信息

J Thorac Dis. 2021 Mar;13(3):1785-1798. doi: 10.21037/jtd-21-168.

Abstract

BACKGROUND

Atrial fibrillation (AF) is the most common persistent arrhythmia. Valvular heart disease (VHD) and AF frequently coexist. In our study, from performing bioinformatics analysis, we sought to identify immune-related genes (IRGs) and explore the role of immune cell infiltration in AF-VHD in depth, aiming at investigating the potential molecular mechanism and developing new therapeutic targets for AF, including AF-VHD.

METHODS

The gene expression of the GSE41177 and GSE79768 datasets were downloaded from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were analyzed via the limma package in Bioconductor with R software. Differentially expressed immune-related genes (DEIRGs) were selected via combination ImmPort database with DEGs, and the enrichment function and pathway analysis were explored. A protein-protein interaction (PPI) network was built with a Search Tool for the Retrieval of Interacting Genes/Proteins plugin in Cytoscape. The CIBERSORT algorithm was used to evaluate immune infiltration in the left atrial (LA) tissues between AF-VHD and sinus rhythm (SR) patients. Finally, a correlation analysis between key DEIRGs and infiltrating immune cells was performed.

RESULTS

A total of 130 DEIRGs were detected. Enrichment function of DEIRGs demonstrated that they are significant in immune and inflammatory responses. The key DEIRGs assessed by the PPI network and involved in both the immune and inflammatory responses were the C-X-C motif chemokine ligand (CXCL) 1, pro-platelet basic protein (), , and C-C motif chemokine ligand 4 (). The immune infiltration findings indicated that, compared with the LA tissues from SR patients, the tissues from AF-VHD patients contained a higher proportion of gamma delta T cells, but a lower proportion of CD8 and regulatory T cells. The results of correlation analysis demonstrated that was positively correlated with activated mast cells and significantly negatively correlated with resting mast cells. , , and were positively correlated with the infiltration of various immune cells, such as neutrophils, plasma cells, and resting dendritic cells.

CONCLUSIONS

The key immune-related genes and the differences in immune infiltration in LA tissues play an essential role in the occurrence and progression of AF-VHD.

摘要

背景

心房颤动(AF)是最常见的持续性心律失常。心脏瓣膜病(VHD)与AF常并存。在我们的研究中,通过进行生物信息学分析,我们试图识别免疫相关基因(IRGs)并深入探讨免疫细胞浸润在AF-VHD中的作用,旨在研究潜在的分子机制并开发针对AF(包括AF-VHD)的新治疗靶点。

方法

从基因表达综合数据库下载GSE41177和GSE79768数据集的基因表达数据。使用R软件中的Bioconductor中的limma包分析差异表达基因(DEGs)。通过将ImmPort数据库与DEGs相结合来选择差异表达免疫相关基因(DEIRGs),并进行富集功能和通路分析。使用Cytoscape中的用于检索相互作用基因/蛋白质的搜索工具插件构建蛋白质-蛋白质相互作用(PPI)网络。使用CIBERSORT算法评估AF-VHD患者与窦性心律(SR)患者左心房(LA)组织中的免疫浸润情况。最后,对关键DEIRGs与浸润免疫细胞进行相关性分析。

结果

共检测到130个DEIRGs。DEIRGs的富集功能表明它们在免疫和炎症反应中具有重要意义。通过PPI网络评估并参与免疫和炎症反应的关键DEIRGs是C-X-C基序趋化因子配体(CXCL)1、前血小板碱性蛋白、 、和C-C基序趋化因子配体4( )。免疫浸润结果表明,与SR患者的LA组织相比,AF-VHD患者的组织中γδT细胞比例较高,但CD8和调节性T细胞比例较低。相关性分析结果表明, 与活化肥大细胞呈正相关,与静息肥大细胞呈显著负相关。 、 和 与中性粒细胞、浆细胞和静息树突状细胞等各种免疫细胞的浸润呈正相关。

结论

关键免疫相关基因以及LA组织中免疫浸润的差异在AF-VHD的发生和发展中起重要作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f61c/8024788/9523a217a003/jtd-13-03-1785-f1.jpg

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