Channing Division of Network Medicine, Brigham and Women's Hospital, 181 Longwood Avenue, Boston, MA, 02115, USA.
Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Boston, MA, 02115, USA.
Respir Res. 2019 Apr 2;20(1):65. doi: 10.1186/s12931-019-1032-z.
Multiple gene expression studies have been performed separately in peripheral blood, lung, and airway tissues to study COPD. We performed RNA-sequencing gene expression profiling of large-airway epithelium, alveolar macrophage and peripheral blood samples from the same subset of COPD cases and controls from the COPDGene study who underwent bronchoscopy at a single center. Using statistical and gene set enrichment approaches, we sought to improve the understanding of COPD by studying gene sets and pathways across these tissues, beyond the individual genomic determinants.
We performed differential expression analysis using RNA-seq data obtained from 63 samples from 21 COPD cases and controls (includes four non-smokers) via the R package DESeq2. We tested associations between gene expression and variables related to lung function, smoking history, and CT scan measures of emphysema and airway disease. We examined the correlation of differential gene expression across the tissues and phenotypes, hypothesizing that this would reveal preserved and private gene expression signatures. We performed gene set enrichment analyses using curated databases and findings from prior COPD studies to provide biological and disease relevance.
The known smoking-related genes CYP1B1 and AHRR were among the top differential expression results for smoking status in the large-airway epithelium data. We observed a significant overlap of genes primarily across large-airway and macrophage results for smoking and airway disease phenotypes. We did not observe specific genes differentially expressed in all three tissues for any of the phenotypes. However, we did observe hemostasis and immune signaling pathways in the overlaps across all three tissues for emphysema, and amyloid and telomere-related pathways for smoking. In peripheral blood, the emphysema results were enriched for B cell related genes previously identified in lung tissue studies.
Our integrative analyses across COPD-relevant tissues and prior studies revealed shared and tissue-specific disease biology. These replicated and novel findings in the airway and peripheral blood have highlighted candidate genes and pathways for COPD pathogenesis.
多项基因表达研究分别在外周血、肺和气道组织中进行,以研究 COPD。我们对来自 COPDGene 研究的同一批 COPD 病例和对照者的大气道上皮、肺泡巨噬细胞和外周血样本进行了 RNA 测序基因表达谱分析,这些患者在一个中心接受了支气管镜检查。我们使用统计和基因集富集方法,通过研究这些组织中的基因集和途径,超越个体基因组决定因素,来试图更好地理解 COPD。
我们使用 R 包 DESeq2 对来自 21 例 COPD 病例和对照者(包括 4 例不吸烟者)的 63 个样本的 RNA-seq 数据进行了差异表达分析。我们测试了基因表达与与肺功能、吸烟史以及 CT 扫描测量的肺气肿和气道疾病相关变量之间的关联。我们检查了跨组织和表型的差异基因表达的相关性,假设这将揭示保留和特定的基因表达特征。我们使用经过精心整理的数据库和先前 COPD 研究的发现进行了基因集富集分析,以提供生物学和疾病相关性。
在大气道上皮数据中,已知与吸烟相关的基因 CYP1B1 和 AHRR 是吸烟状态的顶级差异表达结果之一。我们观察到吸烟和气道疾病表型的主要跨大气道和巨噬细胞结果的基因显著重叠。然而,我们没有观察到任何表型在所有三种组织中都有特定的基因差异表达。但是,我们确实观察到了在所有三种组织中重叠的止血和免疫信号通路,这些重叠通路与肺气肿有关,而与吸烟有关的是淀粉样蛋白和端粒相关通路。在外周血中,肺气肿结果与先前在肺组织研究中鉴定的 B 细胞相关基因富集。
我们对 COPD 相关组织和先前研究的综合分析揭示了共享和组织特异性的疾病生物学。这些在气道和外周血中复制和新发现的结果突出了 COPD 发病机制的候选基因和途径。