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Gene network approach reveals co-expression patterns in nasal and bronchial epithelium

机译:基因网络方法揭示了鼻腔和支气管上皮中的共表达模式

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Nasal gene expression profiling is a new approach to investigate the airway epithelium as a biomarker to study the activity and treatment responses of obstructive pulmonary diseases. We investigated to what extent gene expression profiling of nasal brushings is similar to that of bronchial brushings. We performed genome wide gene expression profiling on matched nasal and bronchial epithelial brushes from 77 respiratory healthy individuals. To investigate differences and similarities among regulatory modules, network analysis was performed on correlated, differentially expressed and smoking-related genes using Gaussian Graphical Models. Between nasal and bronchial brushes, 619 genes were correlated and 1692 genes were differentially expressed (false discovery rate 0.05, Fold-change 2). Network analysis of correlated genes showed pro-inflammatory pathways to be similar between the two locations. Focusing on smoking-related genes, cytochrome-P450 pathway related genes were found to be similar, supporting the concept of a detoxifying response to tobacco exposure throughout the airways. In contrast, cilia-related pathways were decreased in nasal compared to bronchial brushes when focusing on differentially expressed genes. Collectively, while there are substantial differences in gene expression between nasal and bronchial brushes, we also found similarities, especially in the response to the external factors such as smoking.
机译:鼻基因表达分析是研究气道上皮作为生物标志物的一种新方法,以研究阻塞性肺疾病的活性和治疗反应。我们研究了鼻腔胶凝的基因表达谱的程度类似于支气管胶带的程度。我们对来自77个呼吸健康个体的匹配的鼻腔和支气管上皮刷进行了基因组宽基因表达谱。为了研究调节模块之间的差异和相似性,使用高斯图形模型对相关,差异表达和吸烟相关基因进行网络分析。在鼻腔和支气管刷之间,相关的619个基因是相关的,并且差异表达1692个基因(假发现率<0.05,折叠变化> 2)。相关基因的网络分析显示出两个位置之间的促炎途径。专注于吸烟相关基因,发现细胞色素-P450途径相关基因类似,支持在整个气道内对烟草暴露的解毒反应的概念。相比之下,与支气管刷子聚焦在差异表达的基因上时,患有纤毛相关途径在鼻腔上减少。虽然鼻腔和支气管刷之间的基因表达存在显着差异,但我们也发现了相似之处,特别是在对吸烟等外部因素的反应中的相似之处。

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