Qian Yuanyuan, Li Yifei, Ji Jiancheng, Wang Zhaojunli
Department of Research and Development, Jilin Ruiguo Technology Co., Ltd, Changchun, China.
J Asthma. 2024 Sep;61(9):1058-1067. doi: 10.1080/02770903.2024.2324847. Epub 2024 Mar 7.
We aimed to identify hub genes in chronic obstructive pulmonary disease (COPD) plasma through the exploration of a putative miRNA-mRNA regulatory network.
Three datasets (GSE24709, GSE102915, GSE136390) were utilized to discern differentially expressed miRNAs (DEMs) between COPD and normal plasma. miRNET was employed to predict the potential targets of DEMs. Subsequent GO and KEGG analyses were conducted using DAVID. For the construction of the protein-protein interaction (PPI) network and screening of hub genes, STRING and Cytoscape were employed. The expression validation was assessed through GSE56768.
The results revealed 395 genes targeted by up-regulated DEMs and 234 genes targeted by down-regulated DEMs. The target genes exhibited significant enrichment in the PI3K-Akt signaling pathway and the p53 signaling pathway. Through the validation of hub genes' expression, we proposed two potential miRNA-mRNA interactions: miR-126-5p/miR-495-3p/miR-193b-3p - YWHAZ and miR-937-5p/miR-183-5p/miR-34c-5p/miR-98-5p/miR-525-3p/miR-215-5p - ACTB.
In conclusion, our study posits potential miRNA-mRNA interactions in COPD by analyzing datasets from public databases, contributing valuable insights into the understanding of COPD pathogenesis and potential therapeutic avenues.
我们旨在通过探索假定的 miRNA-mRNA 调控网络来鉴定慢性阻塞性肺疾病(COPD)血浆中的枢纽基因。
利用三个数据集(GSE24709、GSE102915、GSE136390)来识别 COPD 血浆与正常血浆之间差异表达的 miRNAs(DEMs)。使用 miRNET 预测 DEMs 的潜在靶标。随后使用 DAVID 进行 GO 和 KEGG 分析。为构建蛋白质-蛋白质相互作用(PPI)网络并筛选枢纽基因,使用了 STRING 和 Cytoscape。通过 GSE56768 评估表达验证。
结果显示上调的 DEMs 靶向 395 个基因,下调的 DEMs 靶向 234 个基因。靶基因在 PI3K-Akt 信号通路和 p53 信号通路中表现出显著富集。通过对枢纽基因表达的验证,我们提出了两种潜在的 miRNA-mRNA 相互作用:miR-126-5p/miR-495-3p/miR-193b-3p - YWHAZ 和 miR-937-5p/miR-183-5p/miR-34c-5p/miR-98-5p/miR-525-3p/miR-215-5p - ACTB。
总之,我们的研究通过分析公共数据库中的数据集,提出了 COPD 中潜在的 miRNA-mRNA 相互作用,为理解 COPD 的发病机制和潜在治疗途径提供了有价值的见解。