Department of Pediatrics, The Third Hospital of Jilin University, Changchun, 130033, Jilin, China.
BMC Pulm Med. 2021 Sep 15;21(1):292. doi: 10.1186/s12890-021-01655-8.
Asthma is a chronic inflammatory disorder of the airways involving many different factors. This study aimed to screen for the critical genes using DNA methylation/CpGs and miRNAs involved in childhood atopic asthma.
DNA methylation and gene expression data (Access Numbers GSE40732 and GSE40576) were downloaded from the Gene Expression Omnibus database. Each set contains 194 peripheral blood mononuclear cell (PBMC) samples of 97 children with atopic asthma and 97 control children. Differentially expressed genes (DEGs) with DNA methylation changes were identified. Pearson correlation analysis was used to select genes with an opposite direction of expression and differences in methylation levels, and then Gene Ontology (GO) function and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were performed. Protein-protein interaction network and miRNA-target gene regulatory networks were then constructed. Finally, important genes related to asthma were screened.
A total of 130 critical DEGs with DNA methylation changes were screened from children with atopic asthma and compared with control samples from healthy children. GO and KEGG pathway enrichment analysis found that critical genes were primarily related to 24 GO terms and 10 KEGG pathways. In the miRNA-target gene regulatory networks, 9 KEGG pathways were identified. Analysis of the miRNA-target gene network noted an overlapping KEGG signaling pathway, hsa04060: cytokine-cytokine receptor interaction, in which the gene CCL2, directly related to asthma, was involved. This gene is targeted by eight asthma related miRNAs (hsa-miR-206, hsa-miR-19a, hsa-miR-9,hsa-miR-22, hsa-miR-33b, hsa-miR-122, hsa-miR-1, and hsa-miR-23b). The genes IL2RG and CCl4 were also involved in this pathway.
The present study provides a novel insight into the underlying molecular mechanism of childhood atopic asthma.
哮喘是一种涉及多种不同因素的气道慢性炎症性疾病。本研究旨在筛选与儿童特应性哮喘相关的 DNA 甲基化/CpGs 和 miRNA 涉及的关键基因。
从基因表达综合数据库中下载 DNA 甲基化和基因表达数据(Access Numbers GSE40732 和 GSE40576)。每个数据集包含 194 个外周血单核细胞(PBMC)样本,其中 97 个为特应性哮喘儿童,97 个为对照儿童。鉴定具有 DNA 甲基化变化的差异表达基因(DEGs)。采用 Pearson 相关分析筛选表达方向相反且甲基化水平差异的基因,然后进行基因本体(GO)功能和京都基因与基因组百科全书(KEGG)通路分析。然后构建蛋白质-蛋白质相互作用网络和 miRNA-靶基因调控网络。最后,筛选与哮喘相关的重要基因。
从特应性哮喘儿童中筛选出 130 个与 DNA 甲基化变化相关的关键 DEGs,并与健康儿童的对照样本进行比较。GO 和 KEGG 通路富集分析发现,关键基因主要与 24 个 GO 术语和 10 个 KEGG 通路相关。在 miRNA-靶基因调控网络中,确定了 9 个 KEGG 通路。对 miRNA-靶基因网络的分析注意到一个重叠的 KEGG 信号通路,hsa04060:细胞因子-细胞因子受体相互作用,其中涉及与哮喘直接相关的基因 CCL2。该基因由八个与哮喘相关的 miRNA(hsa-miR-206、hsa-miR-19a、hsa-miR-9、hsa-miR-22、hsa-miR-33b、hsa-miR-122、hsa-miR-1 和 hsa-miR-23b)靶向。基因 IL2RG 和 CCl4 也参与了该通路。
本研究为儿童特应性哮喘的潜在分子机制提供了新的见解。