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Massively parallel cis-regulatory analysis in the mammalian central nervous system

Cis-regulatory elements (CREs, e.g., promoters and enhancers) regulate gene expression, and variants within CREs can modulate disease risk. Next-generation sequencing has enabled the rapid generation of genomic data that predict the locations of CREs, but a bottleneck lies in functionally interpreti...

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Autores principales: Shen, Susan Q., Myers, Connie A., Hughes, Andrew E.O., Byrne, Leah C., Flannery, John G., Corbo, Joseph C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4728376/
https://www.ncbi.nlm.nih.gov/pubmed/26576614
http://dx.doi.org/10.1101/gr.193789.115
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author Shen, Susan Q.
Myers, Connie A.
Hughes, Andrew E.O.
Byrne, Leah C.
Flannery, John G.
Corbo, Joseph C.
author_facet Shen, Susan Q.
Myers, Connie A.
Hughes, Andrew E.O.
Byrne, Leah C.
Flannery, John G.
Corbo, Joseph C.
author_sort Shen, Susan Q.
collection PubMed
description Cis-regulatory elements (CREs, e.g., promoters and enhancers) regulate gene expression, and variants within CREs can modulate disease risk. Next-generation sequencing has enabled the rapid generation of genomic data that predict the locations of CREs, but a bottleneck lies in functionally interpreting these data. To address this issue, massively parallel reporter assays (MPRAs) have emerged, in which barcoded reporter libraries are introduced into cells, and the resulting barcoded transcripts are quantified by next-generation sequencing. Thus far, MPRAs have been largely restricted to assaying short CREs in a limited repertoire of cultured cell types. Here, we present two advances that extend the biological relevance and applicability of MPRAs. First, we adapt exome capture technology to instead capture candidate CREs, thereby tiling across the targeted regions and markedly increasing the length of CREs that can be readily assayed. Second, we package the library into adeno-associated virus (AAV), thereby allowing delivery to target organs in vivo. As a proof of concept, we introduce a capture library of about 46,000 constructs, corresponding to roughly 3500 DNase I hypersensitive (DHS) sites, into the mouse retina by ex vivo plasmid electroporation and into the mouse cerebral cortex by in vivo AAV injection. We demonstrate tissue-specific cis-regulatory activity of DHSs and provide examples of high-resolution truncation mutation analysis for multiplex parsing of CREs. Our approach should enable massively parallel functional analysis of a wide range of CREs in any organ or species that can be infected by AAV, such as nonhuman primates and human stem cell–derived organoids.
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spelling pubmed-47283762016-08-01 Massively parallel cis-regulatory analysis in the mammalian central nervous system Shen, Susan Q. Myers, Connie A. Hughes, Andrew E.O. Byrne, Leah C. Flannery, John G. Corbo, Joseph C. Genome Res Method Cis-regulatory elements (CREs, e.g., promoters and enhancers) regulate gene expression, and variants within CREs can modulate disease risk. Next-generation sequencing has enabled the rapid generation of genomic data that predict the locations of CREs, but a bottleneck lies in functionally interpreting these data. To address this issue, massively parallel reporter assays (MPRAs) have emerged, in which barcoded reporter libraries are introduced into cells, and the resulting barcoded transcripts are quantified by next-generation sequencing. Thus far, MPRAs have been largely restricted to assaying short CREs in a limited repertoire of cultured cell types. Here, we present two advances that extend the biological relevance and applicability of MPRAs. First, we adapt exome capture technology to instead capture candidate CREs, thereby tiling across the targeted regions and markedly increasing the length of CREs that can be readily assayed. Second, we package the library into adeno-associated virus (AAV), thereby allowing delivery to target organs in vivo. As a proof of concept, we introduce a capture library of about 46,000 constructs, corresponding to roughly 3500 DNase I hypersensitive (DHS) sites, into the mouse retina by ex vivo plasmid electroporation and into the mouse cerebral cortex by in vivo AAV injection. We demonstrate tissue-specific cis-regulatory activity of DHSs and provide examples of high-resolution truncation mutation analysis for multiplex parsing of CREs. Our approach should enable massively parallel functional analysis of a wide range of CREs in any organ or species that can be infected by AAV, such as nonhuman primates and human stem cell–derived organoids. Cold Spring Harbor Laboratory Press 2016-02 /pmc/articles/PMC4728376/ /pubmed/26576614 http://dx.doi.org/10.1101/gr.193789.115 Text en © 2016 Shen et al.; Published by Cold Spring Harbor Laboratory Press http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed exclusively by Cold Spring Harbor Laboratory Press for the first six months after the full-issue publication date (see http://genome.cshlp.org/site/misc/terms.xhtml). After six months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/.
spellingShingle Method
Shen, Susan Q.
Myers, Connie A.
Hughes, Andrew E.O.
Byrne, Leah C.
Flannery, John G.
Corbo, Joseph C.
Massively parallel cis-regulatory analysis in the mammalian central nervous system
title Massively parallel cis-regulatory analysis in the mammalian central nervous system
title_full Massively parallel cis-regulatory analysis in the mammalian central nervous system
title_fullStr Massively parallel cis-regulatory analysis in the mammalian central nervous system
title_full_unstemmed Massively parallel cis-regulatory analysis in the mammalian central nervous system
title_short Massively parallel cis-regulatory analysis in the mammalian central nervous system
title_sort massively parallel cis-regulatory analysis in the mammalian central nervous system
topic Method
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4728376/
https://www.ncbi.nlm.nih.gov/pubmed/26576614
http://dx.doi.org/10.1101/gr.193789.115
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