Suppr超能文献

动脉粥样硬化中与免疫细胞浸润相关的潜在基因的鉴定。

Identification of potential genes associated with immune cell infiltration in atherosclerosis.

作者信息

Xia Xiaodong, Wang Manman, Li Jiao, Chen Qiang, Jin Heng, Liang Xue, Wang Lijun

机构信息

Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin City, 300052, China.

Department of Cardiology, Affiliated Hospital of Jining Medical University, Jining City, 272000, Shandong, China.

出版信息

Math Biosci Eng. 2021 Mar 5;18(3):2230-2242. doi: 10.3934/mbe.2021112.

Abstract

BACKGROUND

This study aimed to analyze the potential genes associated with immune cell infiltration in atherosclerosis (AS).

METHODS

Gene expression profile data (GSE57691) of human arterial tissue samples were downloaded, and differentially expressed RNAs (DERNAs; long-noncoding RNA [lncRNAs], microRNAs [miRNAs], and messenger RNAs [mRNAs]) in AS vs. control groups were selected. Based on genome-wide expression levels, the proportion of infiltrating immune cells in each sample was assessed. Genes associated with immune infiltration were selected, and subjected to Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses. Finally, a competing endogenous RNA (ceRNA) network was constructed, and the genes in the network were subjected to functional analyses.

RESULTS

A total of 1749 DERNAs meeting the thresholds were screened, including 1673 DEmRNAs, 63 DElncRNAs, and 13 DEmiRNAs. The proportions of B cells, CD4+ T cells, and CD8+ T cells were significantly different between the two groups. In total, 341 immune-associated genes such as HBB, FCN1, IL1B, CXCL8, RPS27A, CCN3, CTSZ, and SERPINA3 were obtained that were enriched in 70 significantly related GO biological processes (such as immune response) and 15 KEGG pathways (such as chemokine signaling pathway). A ceRNA network, including 33 lncRNAs, 11 miRNAs, and 216 mRNAs, was established.

CONCLUSION

Genes such as FCN1, IL1B, and SERPINA3 may be involved in immune cell infiltration and may play important roles in AS progression via ceRNA regulation.

摘要

背景

本研究旨在分析与动脉粥样硬化(AS)中免疫细胞浸润相关的潜在基因。

方法

下载人类动脉组织样本的基因表达谱数据(GSE57691),并筛选AS组与对照组中差异表达的RNA(DERNAs;长链非编码RNA [lncRNAs]、微小RNA [miRNAs]和信使RNA [mRNAs])。基于全基因组表达水平,评估每个样本中浸润免疫细胞的比例。选择与免疫浸润相关的基因,并进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)富集分析。最后,构建竞争性内源性RNA(ceRNA)网络,并对网络中的基因进行功能分析。

结果

共筛选出1749个符合阈值的DERNAs,包括1673个差异表达mRNA、63个差异表达lncRNAs和13个差异表达miRNAs。两组之间B细胞、CD4 + T细胞和CD8 + T细胞的比例存在显著差异。总共获得了341个免疫相关基因,如HBB、FCN1、IL1B、CXCL8、RPS27A、CCN3、CTSZ和SERPINA3,这些基因富集于70个显著相关的GO生物学过程(如免疫反应)和15条KEGG通路(如趋化因子信号通路)。建立了一个包含33个lncRNAs、11个miRNAs和216个mRNAs的ceRNA网络。

结论

FCN1、IL1B和SERPINA3等基因可能参与免疫细胞浸润,并可能通过ceRNA调控在AS进展中发挥重要作用。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验