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Genome-wide identification of Drosophila dorso-ventral enhancers by differential histone acetylation analysis
BACKGROUND: Drosophila dorso-ventral (DV) patterning is one of the best-understood regulatory networks to date, and illustrates the fundamental role of enhancers in controlling patterning, cell fate specification, and morphogenesis during development. Histone acetylation such as H3K27ac is an excell...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5037609/ https://www.ncbi.nlm.nih.gov/pubmed/27678375 http://dx.doi.org/10.1186/s13059-016-1057-2 |
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author | Koenecke, Nina Johnston, Jeff Gaertner, Bjoern Natarajan, Malini Zeitlinger, Julia |
author_facet | Koenecke, Nina Johnston, Jeff Gaertner, Bjoern Natarajan, Malini Zeitlinger, Julia |
author_sort | Koenecke, Nina |
collection | PubMed |
description | BACKGROUND: Drosophila dorso-ventral (DV) patterning is one of the best-understood regulatory networks to date, and illustrates the fundamental role of enhancers in controlling patterning, cell fate specification, and morphogenesis during development. Histone acetylation such as H3K27ac is an excellent marker for active enhancers, but it is challenging to obtain precise locations for enhancers as the highest levels of this modification flank the enhancer regions. How to best identify tissue-specific enhancers in a developmental system de novo with a minimal set of data is still unclear. RESULTS: Using DV patterning as a test system, we develop a simple and effective method to identify tissue-specific enhancers de novo. We sample a broad set of candidate enhancer regions using data on CREB-binding protein co-factor binding or ATAC-seq chromatin accessibility, and then identify those regions with significant differences in histone acetylation between tissues. This method identifies hundreds of novel DV enhancers and outperforms ChIP-seq data of relevant transcription factors when benchmarked with mRNA expression data and transgenic reporter assays. These DV enhancers allow the de novo discovery of the relevant transcription factor motifs involved in DV patterning and contain additional motifs that are evolutionarily conserved and for which the corresponding transcription factors are expressed in a DV-biased fashion. Finally, we identify novel target genes of the regulatory network, implicating morphogenesis genes as early targets of DV patterning. CONCLUSIONS: Taken together, our approach has expanded our knowledge of the DV patterning network even further and is a general method to identify enhancers in any developmental system, including mammalian development. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1057-2) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5037609 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-50376092016-10-05 Genome-wide identification of Drosophila dorso-ventral enhancers by differential histone acetylation analysis Koenecke, Nina Johnston, Jeff Gaertner, Bjoern Natarajan, Malini Zeitlinger, Julia Genome Biol Research BACKGROUND: Drosophila dorso-ventral (DV) patterning is one of the best-understood regulatory networks to date, and illustrates the fundamental role of enhancers in controlling patterning, cell fate specification, and morphogenesis during development. Histone acetylation such as H3K27ac is an excellent marker for active enhancers, but it is challenging to obtain precise locations for enhancers as the highest levels of this modification flank the enhancer regions. How to best identify tissue-specific enhancers in a developmental system de novo with a minimal set of data is still unclear. RESULTS: Using DV patterning as a test system, we develop a simple and effective method to identify tissue-specific enhancers de novo. We sample a broad set of candidate enhancer regions using data on CREB-binding protein co-factor binding or ATAC-seq chromatin accessibility, and then identify those regions with significant differences in histone acetylation between tissues. This method identifies hundreds of novel DV enhancers and outperforms ChIP-seq data of relevant transcription factors when benchmarked with mRNA expression data and transgenic reporter assays. These DV enhancers allow the de novo discovery of the relevant transcription factor motifs involved in DV patterning and contain additional motifs that are evolutionarily conserved and for which the corresponding transcription factors are expressed in a DV-biased fashion. Finally, we identify novel target genes of the regulatory network, implicating morphogenesis genes as early targets of DV patterning. CONCLUSIONS: Taken together, our approach has expanded our knowledge of the DV patterning network even further and is a general method to identify enhancers in any developmental system, including mammalian development. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1057-2) contains supplementary material, which is available to authorized users. BioMed Central 2016-09-27 /pmc/articles/PMC5037609/ /pubmed/27678375 http://dx.doi.org/10.1186/s13059-016-1057-2 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Koenecke, Nina Johnston, Jeff Gaertner, Bjoern Natarajan, Malini Zeitlinger, Julia Genome-wide identification of Drosophila dorso-ventral enhancers by differential histone acetylation analysis |
title | Genome-wide identification of Drosophila dorso-ventral enhancers by differential histone acetylation analysis |
title_full | Genome-wide identification of Drosophila dorso-ventral enhancers by differential histone acetylation analysis |
title_fullStr | Genome-wide identification of Drosophila dorso-ventral enhancers by differential histone acetylation analysis |
title_full_unstemmed | Genome-wide identification of Drosophila dorso-ventral enhancers by differential histone acetylation analysis |
title_short | Genome-wide identification of Drosophila dorso-ventral enhancers by differential histone acetylation analysis |
title_sort | genome-wide identification of drosophila dorso-ventral enhancers by differential histone acetylation analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5037609/ https://www.ncbi.nlm.nih.gov/pubmed/27678375 http://dx.doi.org/10.1186/s13059-016-1057-2 |
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