Kam Sarah H Y, Singh Amrit, He Jian-Qing, Ruan Jian, Gauvreau Gail M, O'Byrne Paul M, Fitzgerald J Mark, Tebbutt Scott J
James Hogg Research Centre, St. Paul's Hospital, University of British Columbia, Vancouver, BC, Canada.
J Asthma. 2012 Apr;49(3):219-26. doi: 10.3109/02770903.2011.654300. Epub 2012 Feb 9.
(1) To investigate the effects of globin mRNA depletion in detecting differential gene expression in peripheral blood and (2) to investigate changes in peripheral blood gene expression in atopic asthmatic individuals undergoing allergen inhalation challenge.
Asthmatic subjects (20-60 years of age, with stable, mild allergic asthma, n = 9) underwent allergen inhalation challenges. All had an early asthmatic response of ≥20% fall in forced expiratory volume in 1 second. Blood was collected immediately prior to and 2 hours after allergen challenge using PAXgene tubes (n = 4) and EDTA tubes (n = 5). Aliquots of the PAXgene blood samples were subjected to globin reduction (PAX-GR). Transcriptome analysis was performed using Affymetrix GeneChip(®) Human Gene 1.0 ST arrays. Data were preprocessed using factor analysis for robust microarray summarization and analyzed using linear models for microarrays. Pathway analyses were performed using Ingenuity Pathway Analysis.
Globin reduction uncovered probe sets of lower abundance. However, it significantly reduced the ability to detect differentially expressed genes (DEGs) when compared to non-globin-reduced PAXgene samples (PAX-NGR). Combined transcriptional analysis of four PAX-NGR and five EDTA sample pairs identified 1595 DEGs associated with allergen inhalation challenge (false discovery rate ≤ 5%), with the top-ranked network of perturbed biological functions consisting of inflammatory response, cellular movement, and immune cell trafficking.
While we have demonstrated a diminished ability to detect DEGs after globin reduction, we have nevertheless identified significant changes in the peripheral blood transcriptome of people with mild asthma 2 hours after allergen inhalation challenge.
(1)研究珠蛋白mRNA耗竭在外周血差异基因表达检测中的作用;(2)研究变应性哮喘患者在吸入变应原激发试验后外周血基因表达的变化。
哮喘患者(20 - 60岁,稳定的轻度变应性哮喘,n = 9)接受变应原吸入激发试验。所有患者一秒用力呼气量下降≥20%,出现早期哮喘反应。在变应原激发试验前及激发后2小时,使用PAXgene管(n = 4)和EDTA管(n = 5)采集血液。PAXgene血样的等分试样进行珠蛋白减少处理(PAX - GR)。使用Affymetrix GeneChip(®) Human Gene 1.0 ST阵列进行转录组分析。数据使用稳健微阵列汇总的因子分析进行预处理,并使用微阵列线性模型进行分析。使用Ingenuity Pathway Analysis进行通路分析。
珠蛋白减少揭示了丰度较低的探针集。然而,与未进行珠蛋白减少的PAXgene样本(PAX - NGR)相比,它显著降低了检测差异表达基因(DEG)的能力。对四个PAX - NGR和五个EDTA样本对进行联合转录分析,鉴定出1595个与变应原吸入激发试验相关的DEG(错误发现率≤5%),扰动生物功能排名靠前的网络包括炎症反应、细胞运动和免疫细胞迁移。
虽然我们已经证明珠蛋白减少后检测DEG的能力有所下降,但我们仍然确定了轻度哮喘患者在吸入变应原激发试验后2小时外周血转录组的显著变化。