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Differential Activity of Transcribed Enhancers in the Prefrontal Cortex of 537 cases with Schizophrenia and Controls

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 regul...

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Autores principales: Hauberg, Mads E., Fullard, John F., Zhu, Lingxue, Cohain, Ariella, Giambartolomei, Claudia, Misir, Ruth, Reach, Sarah, Johnson, Jessica S., Wang, Minghui, Mattheisen, Manuel, Børglum, Anders Dupont, Zhang, Bin, Sieberts, Solveig K., Peters, Mette A., Domenici, Enrico, Schadt, Eric E., Devlin, Bernie, Sklar, Pamela, Roeder, Kathryn, Roussos, Panos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6222027/
https://www.ncbi.nlm.nih.gov/pubmed/29740122
http://dx.doi.org/10.1038/s41380-018-0059-8
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author Hauberg, Mads E.
Fullard, John F.
Zhu, Lingxue
Cohain, Ariella
Giambartolomei, Claudia
Misir, Ruth
Reach, Sarah
Johnson, Jessica S.
Wang, Minghui
Mattheisen, Manuel
Børglum, Anders Dupont
Zhang, Bin
Sieberts, Solveig K.
Peters, Mette A.
Domenici, Enrico
Schadt, Eric E.
Devlin, Bernie
Sklar, Pamela
Roeder, Kathryn
Roussos, Panos
author_facet Hauberg, Mads E.
Fullard, John F.
Zhu, Lingxue
Cohain, Ariella
Giambartolomei, Claudia
Misir, Ruth
Reach, Sarah
Johnson, Jessica S.
Wang, Minghui
Mattheisen, Manuel
Børglum, Anders Dupont
Zhang, Bin
Sieberts, Solveig K.
Peters, Mette A.
Domenici, Enrico
Schadt, Eric E.
Devlin, Bernie
Sklar, Pamela
Roeder, Kathryn
Roussos, Panos
author_sort Hauberg, Mads E.
collection PubMed
description 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 post mortem 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.
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spelling pubmed-62220272019-10-26 Differential Activity of Transcribed Enhancers in the Prefrontal Cortex of 537 cases with Schizophrenia and Controls Hauberg, Mads E. Fullard, John F. Zhu, Lingxue Cohain, Ariella Giambartolomei, Claudia Misir, Ruth Reach, Sarah Johnson, Jessica S. Wang, Minghui Mattheisen, Manuel Børglum, Anders Dupont Zhang, Bin Sieberts, Solveig K. Peters, Mette A. Domenici, Enrico Schadt, Eric E. Devlin, Bernie Sklar, Pamela Roeder, Kathryn Roussos, Panos Mol Psychiatry Article 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 post mortem 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. 2018-05-08 2019-11 /pmc/articles/PMC6222027/ /pubmed/29740122 http://dx.doi.org/10.1038/s41380-018-0059-8 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Hauberg, Mads E.
Fullard, John F.
Zhu, Lingxue
Cohain, Ariella
Giambartolomei, Claudia
Misir, Ruth
Reach, Sarah
Johnson, Jessica S.
Wang, Minghui
Mattheisen, Manuel
Børglum, Anders Dupont
Zhang, Bin
Sieberts, Solveig K.
Peters, Mette A.
Domenici, Enrico
Schadt, Eric E.
Devlin, Bernie
Sklar, Pamela
Roeder, Kathryn
Roussos, Panos
Differential Activity of Transcribed Enhancers in the Prefrontal Cortex of 537 cases with Schizophrenia and Controls
title Differential Activity of Transcribed Enhancers in the Prefrontal Cortex of 537 cases with Schizophrenia and Controls
title_full Differential Activity of Transcribed Enhancers in the Prefrontal Cortex of 537 cases with Schizophrenia and Controls
title_fullStr Differential Activity of Transcribed Enhancers in the Prefrontal Cortex of 537 cases with Schizophrenia and Controls
title_full_unstemmed Differential Activity of Transcribed Enhancers in the Prefrontal Cortex of 537 cases with Schizophrenia and Controls
title_short Differential Activity of Transcribed Enhancers in the Prefrontal Cortex of 537 cases with Schizophrenia and Controls
title_sort differential activity of transcribed enhancers in the prefrontal cortex of 537 cases with schizophrenia and controls
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6222027/
https://www.ncbi.nlm.nih.gov/pubmed/29740122
http://dx.doi.org/10.1038/s41380-018-0059-8
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