Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
Department of Genetics and Genomic Science and Institute for Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
Mol Psychiatry. 2019 Nov;24(11):1685-1695. doi: 10.1038/s41380-018-0059-8. Epub 2018 May 8.
Transcription at enhancers is a widespread phenomenon which produces so-called enhancer RNA (eRNA) and occurs in an activity-dependent manner. However, the role of eRNA and its utility in exploring disease-associated changes in enhancer function, and the downstream coding transcripts that they regulate, is not well established. We used transcriptomic and epigenomic data to interrogate the relationship of eRNA transcription to disease status and how genetic variants alter enhancer transcriptional activity in the human brain. We combined RNA-seq data from 537 postmortem brain samples from the CommonMind Consortium with cap analysis of gene expression and enhancer identification, using the assay for transposase-accessible chromatin followed by sequencing (ATACseq). We find 118 differentially transcribed eRNAs in schizophrenia and identify schizophrenia-associated gene/eRNA co-expression modules. Perturbations of a key module are associated with the polygenic risk scores. Furthermore, we identify genetic variants affecting expression of 927 enhancers, which we refer to as enhancer expression quantitative loci or eeQTLs. Enhancer expression patterns are consistent across studies, including differentially expressed eRNAs and eeQTLs. Combining eeQTLs with a genome-wide association study of schizophrenia identifies a genetic variant that alters enhancer function and expression of its target gene, GOLPH3L. Our novel approach to analyzing enhancer transcription is adaptable to other large-scale, non-poly-A depleted, RNA-seq studies.
转录因子在增强子上的转录是一种广泛存在的现象,它产生所谓的增强子 RNA(eRNA),并以活性依赖的方式发生。然而,eRNA 的作用及其在探索与疾病相关的增强子功能变化以及它们调节的下游编码转录本中的应用尚不清楚。我们使用转录组学和表观基因组学数据来探究 eRNA 转录与疾病状态的关系,以及遗传变异如何改变人类大脑中的增强子转录活性。我们结合了来自 CommonMind 联盟的 537 个死后大脑样本的 RNA-seq 数据,以及帽分析基因表达和增强子鉴定,使用转座酶可及染色质的测定 followed by sequencing(ATACseq)。我们在精神分裂症中发现了 118 个差异转录的 eRNA,并确定了与精神分裂症相关的基因/eRNA 共表达模块。关键模块的扰动与多基因风险评分有关。此外,我们还鉴定了影响 927 个增强子表达的遗传变异,我们称之为增强子表达定量基因座或 eeQTLs。增强子表达模式在不同的研究中是一致的,包括差异表达的 eRNA 和 eeQTLs。将 eeQTLs 与精神分裂症的全基因组关联研究相结合,确定了一个改变增强子功能和靶基因 GOLPH3L 表达的遗传变异。我们分析增强子转录的新方法适用于其他大规模、非多-A 耗尽的 RNA-seq 研究。