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Relationship of DNA Methylation and Gene Expression in Idiopathic Pulmonary Fibrosis

机译:特发性肺纤维化患者DNA甲基化与基因表达的关系

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摘要

>Rationale: Idiopathic pulmonary fibrosis (IPF) is an untreatable and often fatal lung disease that is increasing in prevalence and is caused by complex interactions between genetic and environmental factors. Epigenetic mechanisms control gene expression and are likely to regulate the IPF transcriptome.>Objectives: To identify methylation marks that modify gene expression in IPF lung.>Methods: We assessed DNA methylation (comprehensive high-throughput arrays for relative methylation arrays [CHARM]) and gene expression (Agilent gene expression arrays) in 94 patients with IPF and 67 control subjects, and performed integrative genomic analyses to define methylation–gene expression relationships in IPF lung. We validated methylation changes by a targeted analysis (Epityper), and performed functional validation of one of the genes identified by our analysis.>Measurements and Main Results: We identified 2,130 differentially methylated regions (DMRs; <5% false discovery rate), of which 738 are associated with significant changes in gene expression and enriched for expected inverse relationship between methylation and expression (P < 2.2 × 10−16). We validated 13/15 DMRs by targeted analysis of methylation. Methylation–expression quantitative trait loci (methyl-eQTL) identified methylation marks that control cis and trans gene expression, with an enrichment for cis relationships (P < 2.2 × 10−16). We found five trans methyl-eQTLs where a methylation change at a single DMR is associated with transcriptional changes in a substantial number of genes; four of these DMRs are near transcription factors (castor zinc finger 1 [CASZ1], FOXC1, MXD4, and ZDHHC4). We studied the in vitro effects of change in CASZ1 expression and validated its role in regulation of target genes in the methyl-eQTL.>Conclusions: These results suggest that DNA methylation may be involved in the pathogenesis of IPF.
机译:>理论依据:特发性肺纤维化(IPF)是一种不可治愈且通常是致命的肺部疾病,其发病率正在增加,并且是由遗传和环境因素之间复杂的相互作用所引起的。表观遗传机制控制基因表达并可能调节IPF转录组。>目的:鉴定修饰IPF肺中基因表达的甲基化标记。>方法:我们评估了DNA甲基化(综合94名IPF患者和67名对照受试者的高通量阵列(相对甲基化阵列[CHARM])和基因表达(安捷伦基因表达阵列),并进行了综合基因组分析以定义IPF肺中甲基化与基因表达的关系。我们通过针对性分析(Epityper)验证了甲基化变化,并对通过我们的分析鉴定出的一种基因进行了功能验证。>测量和主要结果:我们确定了2,130个差异甲基化区域(DMR; <5%)错误发现率),其中738个与基因表达的显着变化有关,并丰富了甲基化与表达之间的预期反比关系(P <2.2×10 −16 )。我们通过针对性的甲基化分析验证了13/15 DMR。甲基化表达定量特征位点(methyl-eQTL)鉴定了控制顺式和反式基因表达的甲基化标记,并具有丰富的顺式关系(P <2.2×10 −16 )。我们发现了五个反式甲基-eQTL,其中单个DMR处的甲基化变化与大量基因的转录变化相关。这些DMR中的四个是接近转录因子(蓖麻锌指1 [CASZ1],FOXC1,MXD4和ZDHHC4)。我们研究了CASZ1表达变化的体外效应,并验证了其在甲基eQTL中调控靶基因的作用。>结论:这些结果表明DNA甲基化可能与IPF的发病有关。

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