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与炎症相关的基因可以作为冠心病和缺血性脑卒中诊断的生物标志物。

Genes associated with inflammation may serve as biomarkers for the diagnosis of coronary artery disease and ischaemic stroke.

机构信息

Department of Cardiology, Institute of Cardiovascular Diseases, the First Affiliated Hospital, Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China.

Department of Cardiology, the First Affiliated Hospital, Guizhou Medical University, 28 Guyi Street, Guiyang, 550000, Guizhou, People's Republic of China.

出版信息

Lipids Health Dis. 2020 Mar 12;19(1):37. doi: 10.1186/s12944-020-01217-7.

Abstract

BACKGROUND

The current research aimed to expound the genes and pathways that are involved in coronary artery disease (CAD) and ischaemic stroke (IS) and the related mechanisms.

METHODS

Two array CAD datasets of (GSE66360 and GSE97320) and an array IS dataset (GSE22255) were downloaded. Differentially expressed genes (DEGs) were identified using the limma package. The online tool Database for Annotation, Visualization and Integrated Discovery (DAVID) (version 6.8; david.abcc.ncifcrf.gov) was used to annotate the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and Gene Ontology (GO) enrichment analyses of the DEGs. A protein-protein interaction (PPI) network was constructed by Cytoscape software, and then Molecular Complex Detection (MCODE) analysis was used to screen for hub genes. The hub genes were also confirmed by RT-qPCR and unconditional logistic regression analysis in our CAD and IS patients.

RESULTS

A total of 20 common DEGs (all upregulated) were identified between the CAD/IS and control groups. Eleven molecular functions, 3 cellular components, and 49 biological processes were confirmed by GO enrichment analysis, and the 20 common upregulated DEGs were enriched in 21 KEGG pathways. A PPI network including 24 nodes and 68 edges was constructed with the STRING online tool. After MCODE analysis, the top 5 high degree genes, including Jun proto-oncogene (JUN, degree = 9), C-X-C motif chemokine ligand 8 (CXCL8, degree = 9), tumour necrosis factor (TNF, degree = 9), suppressor of cytokine signalling 3 (SOCS3, degree = 8) and TNF alpha induced protein 3 (TNFAIP3, degree = 8) were noted. RT-qPCR results demonstrated that the expression levels of CXCL8 were increased in IS patients than in normal participants and the expression levels of SOCS3, TNF and TNFAIP were higher in CAD/IS patients than in normal participants. Meanwhile, unconditional logistic regression analysis revealed that the incidence of CAD or IS was positively correlated with the CXCL8, SOCS3, TNF and TNFAIP3.

CONCLUSIONS

The CXCL8, TNF, SOCS3 and TNFAIP3 associated with inflammation may serve as biomarkers for the diagnosis of CAD or IS. The possible mechanisms may involve the Toll-like receptor, TNF, NF-kappa B, cytokine-cytokine receptor interactions and the NOD-like receptor signalling pathways.

摘要

背景

本研究旨在阐述冠心病(CAD)和缺血性脑卒中(IS)相关的基因和通路,以及相关机制。

方法

下载了两个 CAD 基因芯片数据集(GSE66360 和 GSE97320)和一个 IS 基因芯片数据集(GSE22255)。使用 limma 软件包识别差异表达基因(DEGs)。使用在线数据库 for Annotation, Visualization and Integrated Discovery(DAVID)(版本 6.8; david.abcc.ncifcrf.gov)对 DEGs 进行京都基因与基因组百科全书(KEGG)通路和基因本体论(GO)富集分析注释。通过 Cytoscape 软件构建蛋白质-蛋白质相互作用(PPI)网络,然后使用分子复合物检测(MCODE)分析筛选枢纽基因。通过 CAD 和 IS 患者的 RT-qPCR 和非条件逻辑回归分析进一步验证枢纽基因。

结果

在 CAD/IS 组与对照组之间共鉴定出 20 个共同的上调 DEGs。GO 富集分析证实了 11 个分子功能、3 个细胞成分和 49 个生物过程,并且 20 个上调的共同 DEGs 富集在 21 个 KEGG 通路中。使用 STRING 在线工具构建了一个包含 24 个节点和 68 个边的 PPI 网络。经过 MCODE 分析,前 5 个高程度基因包括 Jun 原癌基因(JUN,程度=9)、C-X-C 基序趋化因子配体 8(CXCL8,程度=9)、肿瘤坏死因子(TNF,程度=9)、细胞因子信号转导抑制因子 3(SOCS3,程度=8)和肿瘤坏死因子 alpha 诱导蛋白 3(TNFAIP3,程度=8)。RT-qPCR 结果表明,IS 患者 CXCL8 的表达水平高于正常参与者,CAD/IS 患者 SOCS3、TNF 和 TNFAIP 的表达水平高于正常参与者。同时,非条件逻辑回归分析表明,CAD 或 IS 的发病与 CXCL8、SOCS3、TNF 和 TNFAIP3 呈正相关。

结论

与炎症相关的 CXCL8、TNF、SOCS3 和 TNFAIP3 可能作为 CAD 或 IS 的诊断生物标志物。其可能的机制可能涉及 Toll 样受体、TNF、NF-κB、细胞因子-细胞因子受体相互作用和 NOD 样受体信号通路。

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