Division of Pediatric Pulmonary Medicine, University of Pittsburgh Medical Center Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pa; Department of Pediatrics, School of Medicine, University of Pittsburgh, Pittsburgh, Pa.
Division of Pediatric Pulmonary Medicine, University of Pittsburgh Medical Center Children's Hospital of Pittsburgh, University of Pittsburgh, Pittsburgh, Pa; School of Medicine, Tsinghua University, Beijing, China.
J Allergy Clin Immunol. 2023 Oct;152(4):887-898. doi: 10.1016/j.jaci.2023.05.018. Epub 2023 Jun 2.
Expression quantitative trait methylation (eQTM) analyses uncover associations between DNA methylation markers and gene expression. Most eQTM analyses of complex diseases have focused on cis-eQTM pairs (within 1 megabase).
This study sought to identify cis- and trans-methylation markers associated with gene expression in airway epithelium from youth with and without atopic asthma.
In this study, the investigators conducted both cis- and trans-eQTM analyses in nasal (airway) epithelial samples from 158 Puerto Rican youth with atopic asthma and 100 control subjects without atopy or asthma. The investigators then attempted to replicate their findings in nasal epithelial samples from 2 studies of children, while also examining whether their results in nasal epithelium overlap with those from an eQTM analysis in white blood cells from the Puerto Rican subjects.
This study identified 9,108 cis-eQTM pairs and 2,131,500 trans-eQTM pairs. Trans-associations were significantly enriched for transcription factor and microRNA target genes. Furthermore, significant cytosine-phosphate-guanine sites (CpGs) were differentially methylated in atopic asthma and significant genes were enriched for genes differentially expressed in atopic asthma. In this study, 50.7% to 62.6% of cis- and trans-eQTM pairs identified in Puerto Rican youth were replicated in 2 smaller cohorts at false discovery rate-adjusted P < .1. Replicated genes in the trans-eQTM analysis included biologically plausible asthma-susceptibility genes (eg, HDC, NLRP3, ITGAE, CDH26, and CST1) and are enriched in immune pathways.
Studying both cis- and trans-epigenetic regulation of airway epithelial gene expression can identify potential causal and regulatory pathways or networks for childhood asthma. Trans-eQTM CpGs may regulate gene expression in airway epithelium through effects on transcription factor and microRNA target genes.
表达数量性状甲基化(eQTM)分析揭示了 DNA 甲基化标记物与基因表达之间的关联。大多数复杂疾病的 eQTM 分析都集中在顺式 eQTM 对(在 1 兆碱基内)上。
本研究旨在鉴定与患有特应性哮喘和无特应性或哮喘的青年气道上皮细胞中基因表达相关的顺式和转甲基化标记物。
在这项研究中,研究人员对 158 名波多黎各患有特应性哮喘的青年和 100 名无特应性或哮喘的对照者的鼻(气道)上皮样本进行了顺式和转 eQTM 分析。然后,研究人员试图在两项儿童研究的鼻上皮样本中复制他们的发现,同时还检查他们在鼻上皮中的结果是否与波多黎各受试者白细胞中的 eQTM 分析结果重叠。
本研究鉴定了 9108 个顺式 eQTM 对和 2131500 个转式 eQTM 对。转录因子和 microRNA 靶基因的转关联明显富集。此外,特应性哮喘中显著的胞嘧啶-磷酸-鸟嘌呤(CpG)位点差异甲基化,显著基因富集了特应性哮喘中差异表达的基因。在本研究中,波多黎各青年中鉴定的顺式和转式 eQTM 对中有 50.7%至 62.6%在经过错误发现率调整的 P <.1 的两个较小队列中得到复制。转 eQTM 分析中复制的基因包括生物学上合理的哮喘易感性基因(如 HDC、NLRP3、ITGAE、CDH26 和 CST1),并富集在免疫途径中。
研究气道上皮基因表达的顺式和转式表观遗传调控可以鉴定儿童哮喘的潜在因果和调节途径或网络。转 eQTM CpG 可能通过对转录因子和 microRNA 靶基因的影响来调节气道上皮细胞中的基因表达。