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A genome-integrated massively parallel reporter assay reveals DNA sequence determinants of cis-regulatory activity in neural cells

Recent large-scale genomics efforts to characterize the cis-regulatory sequences that orchestrate genome-wide expression patterns have produced impressive catalogues of putative regulatory elements. Most of these sequences have not been functionally tested, and our limited understanding of the non-c...

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Autores principales: Maricque, Brett B., Dougherty, Joseph D., Cohen, Barak A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5389540/
https://www.ncbi.nlm.nih.gov/pubmed/28204611
http://dx.doi.org/10.1093/nar/gkw942
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author Maricque, Brett B.
Dougherty, Joseph D.
Cohen, Barak A.
author_facet Maricque, Brett B.
Dougherty, Joseph D.
Cohen, Barak A.
author_sort Maricque, Brett B.
collection PubMed
description Recent large-scale genomics efforts to characterize the cis-regulatory sequences that orchestrate genome-wide expression patterns have produced impressive catalogues of putative regulatory elements. Most of these sequences have not been functionally tested, and our limited understanding of the non-coding genome prevents us from predicting which sequences are bona fide cis-regulatory elements. Recently, massively parallel reporter assays (MPRAs) have been deployed to measure the activity of putative cis-regulatory sequences in several biological contexts, each with specific advantages and distinct limitations. We developed LV-MPRA, a novel lentiviral-based, massively parallel reporter gene assay, to study the function of genome-integrated regulatory elements in any mammalian cell type; thus, making it possible to apply MPRAs in more biologically relevant contexts. We measured the activity of 2,600 sequences in U87 glioblastoma cells and human neural progenitor cells (hNPCs) and explored how regulatory activity is encoded in DNA sequence. We demonstrate that LV-MPRA can be applied to estimate the effects of local DNA sequence and regional chromatin on regulatory activity. Our data reveal that primary DNA sequence features, such as GC content and dinucleotide composition, accurately distinguish sequences with high activity from sequences with low activity in a full chromosomal context, and may also function in combination with different transcription factor binding sites to determine cell type specificity. We conclude that LV-MPRA will be an important tool for identifying cis-regulatory elements and stimulating new understanding about how the non-coding genome encodes information.
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spelling pubmed-53895402017-04-24 A genome-integrated massively parallel reporter assay reveals DNA sequence determinants of cis-regulatory activity in neural cells Maricque, Brett B. Dougherty, Joseph D. Cohen, Barak A. Nucleic Acids Res Methods Online Recent large-scale genomics efforts to characterize the cis-regulatory sequences that orchestrate genome-wide expression patterns have produced impressive catalogues of putative regulatory elements. Most of these sequences have not been functionally tested, and our limited understanding of the non-coding genome prevents us from predicting which sequences are bona fide cis-regulatory elements. Recently, massively parallel reporter assays (MPRAs) have been deployed to measure the activity of putative cis-regulatory sequences in several biological contexts, each with specific advantages and distinct limitations. We developed LV-MPRA, a novel lentiviral-based, massively parallel reporter gene assay, to study the function of genome-integrated regulatory elements in any mammalian cell type; thus, making it possible to apply MPRAs in more biologically relevant contexts. We measured the activity of 2,600 sequences in U87 glioblastoma cells and human neural progenitor cells (hNPCs) and explored how regulatory activity is encoded in DNA sequence. We demonstrate that LV-MPRA can be applied to estimate the effects of local DNA sequence and regional chromatin on regulatory activity. Our data reveal that primary DNA sequence features, such as GC content and dinucleotide composition, accurately distinguish sequences with high activity from sequences with low activity in a full chromosomal context, and may also function in combination with different transcription factor binding sites to determine cell type specificity. We conclude that LV-MPRA will be an important tool for identifying cis-regulatory elements and stimulating new understanding about how the non-coding genome encodes information. Oxford University Press 2017-02-28 2016-10-23 /pmc/articles/PMC5389540/ /pubmed/28204611 http://dx.doi.org/10.1093/nar/gkw942 Text en © The Author(s) 2016. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Methods Online
Maricque, Brett B.
Dougherty, Joseph D.
Cohen, Barak A.
A genome-integrated massively parallel reporter assay reveals DNA sequence determinants of cis-regulatory activity in neural cells
title A genome-integrated massively parallel reporter assay reveals DNA sequence determinants of cis-regulatory activity in neural cells
title_full A genome-integrated massively parallel reporter assay reveals DNA sequence determinants of cis-regulatory activity in neural cells
title_fullStr A genome-integrated massively parallel reporter assay reveals DNA sequence determinants of cis-regulatory activity in neural cells
title_full_unstemmed A genome-integrated massively parallel reporter assay reveals DNA sequence determinants of cis-regulatory activity in neural cells
title_short A genome-integrated massively parallel reporter assay reveals DNA sequence determinants of cis-regulatory activity in neural cells
title_sort genome-integrated massively parallel reporter assay reveals dna sequence determinants of cis-regulatory activity in neural cells
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5389540/
https://www.ncbi.nlm.nih.gov/pubmed/28204611
http://dx.doi.org/10.1093/nar/gkw942
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