Department of Respiratory and Critical Care Medicine, Division of Pulmonary Diseases, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, People's Republic of China.
Int J Chron Obstruct Pulmon Dis. 2021 Nov 15;16:3119-3130. doi: 10.2147/COPD.S325300. eCollection 2021.
Chronic obstructive pulmonary disease (COPD) is a heterogeneous chronic inflammatory disease characterized by progressive airflow limitation that causes high morbidity and mortality. MicroRNA, a short-chain noncoding RNA, regulates gene expression at the transcriptional level. microRNA modules with a role in the pathogenesis of COPD may serve as COPD biomarkers.
We downloaded the GSE33336 microarray data set from the Gene Expression Omnibus (GEO) database, the data are derived from 29 lung samples of patients with emphysema undergoing curative resection for lung cancer. We used weighted gene co-expression network analysis (WGCNA) to construct co-expression modules and detect trait-related microRNA modules. We used the Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis to predict the biological function of the interest modules, and we screened out candidate hub microRNAs based on their module membership (MM) value and top proteins on the results of the protein-protein interaction (PPI) network.
Three microRNA modules (royal blue, light yellow and grey60) were highly associated with COPD. Axon guidance, proteoglycans in cancer and mitogen-activated protein kinases (MAPK) signaling pathway were common pathways in these three modules. Keratin18 (KRT18) was the top protein in our study. miR-452, miR-149, miR-133a, miR-181a and miR-421 in hub microRNAs may play a role in COPD.
These findings provide evidence for the role of miRNAs in COPD and identify biomarker candidates.
慢性阻塞性肺疾病(COPD)是一种异质性慢性炎症性疾病,其特征是进行性气流受限,导致高发病率和死亡率。微小 RNA(miRNA)是一种短链非编码 RNA,可在转录水平调节基因表达。在 COPD 发病机制中起作用的 miRNA 模块可作为 COPD 的生物标志物。
我们从基因表达综合数据库(GEO)下载了 GSE33336 微阵列数据集,该数据集来源于 29 例接受肺癌根治性切除术的肺气肿患者的肺组织样本。我们使用加权基因共表达网络分析(WGCNA)构建共表达模块,并检测与性状相关的 miRNA 模块。我们使用京都基因与基因组百科全书(KEGG)富集分析来预测感兴趣模块的生物学功能,并根据模块成员(MM)值和蛋白质相互作用(PPI)网络的结果筛选候选关键 miRNA。
三个 miRNA 模块(皇家蓝、浅黄色和灰色 60)与 COPD 高度相关。轴突导向、癌症中的蛋白聚糖和丝裂原激活蛋白激酶(MAPK)信号通路是这三个模块中的共同通路。角蛋白 18(KRT18)是我们研究中的顶级蛋白。hub miRNA 中的 miR-452、miR-149、miR-133a、miR-181a 和 miR-421 可能在 COPD 中发挥作用。
这些发现为 miRNA 在 COPD 中的作用提供了证据,并确定了生物标志物候选物。