通过生物信息学和验证确定与血管内皮细胞通透性相关的枢纽基因

IF 0.7 4区 医学 Q4 MEDICAL LABORATORY TECHNOLOGY
Yunjiang Zheng, Qianyi Chen, Lei Cao, Lili Zhao, Yi Tang, Zhihan Liu
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引用次数: 0

摘要

背景:在这项研究中,我们旨在确定导致血管内皮细胞通透性增加的枢纽基因:本研究旨在确定导致血管内皮细胞通透性增加的枢纽基因:我们应用加权基因表达总库(GEO)数据库挖掘数据集 GSE178331,获得了与炎症导致的血管内皮细胞通透性增加最相关的高通量测序基因。我们构建了两个加权基因共表达网络分析(WGCNA)网络,并从 GEO 数据库中筛选出与内皮细胞通透性相关的高通量测序基因的差异表达。对差异基因进行了基因本体(GO)和京都基因组百科全书(KEGG)富集分析。从差异基因的蛋白质-蛋白质相互作用(PPI)网络拓扑特性中获得了它们的度值,并分析了与内皮细胞通透性增加相关的枢纽基因。利用反转录聚合酶链反应(RT-PCR)和免疫印迹技术检测了这些中心基因在 TNF-α 诱导的 mRNA 和内皮细胞蛋白表达中的存在情况:结果:共有 1 475 个差异基因主要富集在细胞粘附和 TNF-α 信号通路中。TNF-α可诱导内皮细胞通透性增加,并显著提高mRNA和蛋白表达水平,因此我们发现了三个枢纽基因,即PTGS2、ICAM1和SNAI1。在内皮细胞通透性实验中,高剂量TNF-α组和低剂量TNF-α组与对照组相比有明显差异(p = 0.008 vs. p = 0.02)。通过Western印迹分析测试PTGS2、ICAM1和SNAI1的mRNA和蛋白水平显示,它们对TNF-α有显著影响,且存在显著的剂量依赖关系(p < 0.05 vs. p < 0.01):本研究中通过生物信息学分析确定的三个枢纽基因可作为血管内皮细胞通透性增加的生物标志物。这些发现为了解血管内皮细胞通透性的进展和机制提供了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identifying Hub Genes Related to Vascular Endothelial Cell Permeability Through Bioinformatics and Verification.

Background: In this study, we aimed to identify the hub genes responsible for increased vascular endothelial cell permeability.

Methods: We applied the weighted Gene Expression Omnibus (GEO) database to mine dataset GSE178331 and ob-tained the most relevant high-throughput sequenced genes for an increased permeability of vascular endothelial cells due to inflammation. We constructed two weighted gene co-expression network analysis (WGCNA) networks, and the differential expression of high-throughput sequenced genes related to endothelial cell permeability were screened from the GEO database. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were performed on the differential genes. Their degree values were obtained from the topological properties of protein-protein interaction (PPI) networks of differential genes, and the hub genes associated with an increased endothelial cell permeability were analyzed. Reverse transcription-polymerase chain reaction (RT-PCR) and western blotting techniques were used to detect the presence of these hub genes in TNF-α induced mRNA and the protein expression in endothelial cells.

Results: In total, 1,475 differential genes were mainly enriched in the cell adhesion and TNF-α signaling pathway. With TNF-α inducing an increase in the endothelial cell permeability and significantly increasing mRNA and protein expression levels, we identified three hub genes, namely PTGS2, ICAM1, and SNAI1. There was a significant difference in the high-dose TNF-α group and in the low-dose TNF-α group compared to the control group, in the endothelial cell permeability experiment (p = 0.008 vs. p = 0.02). Measurement of mRNA and protein levels of PTGS2, ICAM1, and SNAI1 by western blotting analysis showed that there was a significant impact on TNF-α and that there was a significant dose-dependent relationship (p < 0.05 vs. p < 0.01).

Conclusions: The three hub genes identified through bioinformatics analyses in the present study may serve as biomarkers of increased vascular endothelial cell permeability. The findings offer valuable insights into the progress and mechanism of vascular endothelial cell permeability.

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来源期刊
Clinical laboratory
Clinical laboratory 医学-医学实验技术
CiteScore
1.50
自引率
0.00%
发文量
494
审稿时长
3 months
期刊介绍: Clinical Laboratory is an international fully peer-reviewed journal covering all aspects of laboratory medicine and transfusion medicine. In addition to transfusion medicine topics Clinical Laboratory represents submissions concerning tissue transplantation and hematopoietic, cellular and gene therapies. The journal publishes original articles, review articles, posters, short reports, case studies and letters to the editor dealing with 1) the scientific background, implementation and diagnostic significance of laboratory methods employed in hospitals, blood banks and physicians'' offices and with 2) scientific, administrative and clinical aspects of transfusion medicine and 3) in addition to transfusion medicine topics Clinical Laboratory represents submissions concerning tissue transplantation and hematopoietic, cellular and gene therapies.
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