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首页> 外文期刊>BMC Microbiology >Identification of key genes in human airway epithelial cells in response to respiratory pathogens using microarray analysis
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Identification of key genes in human airway epithelial cells in response to respiratory pathogens using microarray analysis

机译:使用芯片分析鉴定呼吸道病原体中人呼吸道上皮细胞中的关键基因

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摘要

Airway epithelium is the primary target for pathogens. It functions not only as a mechanical barrier, but also as an important sentinel of the innate immune system. However, the interactions and processes between host airway epithelium and pathogens are not fully understood. In this study, we identified responses of the human airway epithelium cells to respiratory pathogen infection. We retrieved three mRNA expression microarray datasets from the Gene Expression Omnibus database, and identified 116 differentially expressed genes common to all three datasets. Gene functional annotations were performed using Gene Ontology and pathway analyses. Using protein-protein interaction network analysis and text mining, we identified a subset of genes functioned as a group and associated with infection, inflammation, tissue adhesion, and receptor internalization in infected epithelial cells. These genes were further identified in BESE-2B cells in response to Talaromyces marneffei by Real-Time quantitative PCR (qRT-PCR). In addition, we performed an in silico prediction of microRNA-target interactions and examined our findings. Using bioinformatics analysis, we identified several genes that may serve as biomarkers for the diagnosis or the surveillance of early respiratory tract infection, and identified additional genes and miRNAs that warrant further fundamental experimental research.
机译:气道上皮是病原体的主要靶标。它不仅作为机械屏障,而且还作为先天免疫系统的重要前哨。但是,宿主气道上皮细胞和病原体之间的相互作用和过程尚未完全了解。在这项研究中,我们确定了人类呼吸道上皮细胞对呼吸道病原体感染的反应。我们从“基因表达综合”数据库中检索了三个mRNA表达微阵列数据集,并确定了这三个数据集共有的116个差异表达基因。使用基因本体论和途径分析进行基因功能注释。使用蛋白质-蛋白质相互作用网络分析和文本挖掘,我们确定了一组基因,这些基因与感染的上皮细胞中的感染,炎症,组织粘附和受体内在化有关,具有一定的功能。通过实时定量PCR(qRT-PCR),在响应Marneffei的Talaromyces marneffei中进一步鉴定了BESE-2B细胞中的这些基因。此外,我们对microRNA-靶标相互作用进行了计算机模拟,并检查了我们的发现。使用生物信息学分析,我们鉴定了几个可用作诊断或监测早期呼吸道感染的生物标记的基因,并鉴定了需要进一步基础实验研究的其他基因和miRNA。

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