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A compact, in vivo screen of all 6-mers reveals drivers of tissue-specific expression and guides synthetic regulatory element design
BACKGROUND: Large-scale annotation efforts have improved our ability to coarsely predict regulatory elements throughout vertebrate genomes. However, it is unclear how complex spatiotemporal patterns of gene expression driven by these elements emerge from the activity of short, transcription factor b...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4054837/ https://www.ncbi.nlm.nih.gov/pubmed/23867016 http://dx.doi.org/10.1186/gb-2013-14-7-r72 |
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author | Smith, Robin P Riesenfeld, Samantha J Holloway, Alisha K Li, Qiang Murphy, Karl K Feliciano, Natalie M Orecchia, Lorenzo Oksenberg, Nir Pollard, Katherine S Ahituv, Nadav |
author_facet | Smith, Robin P Riesenfeld, Samantha J Holloway, Alisha K Li, Qiang Murphy, Karl K Feliciano, Natalie M Orecchia, Lorenzo Oksenberg, Nir Pollard, Katherine S Ahituv, Nadav |
author_sort | Smith, Robin P |
collection | PubMed |
description | BACKGROUND: Large-scale annotation efforts have improved our ability to coarsely predict regulatory elements throughout vertebrate genomes. However, it is unclear how complex spatiotemporal patterns of gene expression driven by these elements emerge from the activity of short, transcription factor binding sequences. RESULTS: We describe a comprehensive promoter extension assay in which the regulatory potential of all 6 base-pair (bp) sequences was tested in the context of a minimal promoter. To enable this large-scale screen, we developed algorithms that use a reverse-complement aware decomposition of the de Bruijn graph to design a library of DNA oligomers incorporating every 6-bp sequence exactly once. Our library multiplexes all 4,096 unique 6-mers into 184 double-stranded 15-bp oligomers, which is sufficiently compact for in vivo testing. We injected each multiplexed construct into zebrafish embryos and scored GFP expression in 15 tissues at two developmental time points. Twenty-seven constructs produced consistent expression patterns, with the majority doing so in only one tissue. Functional sequences are enriched near biologically relevant genes, match motifs for developmental transcription factors, and are required for enhancer activity. By concatenating tissue-specific functional sequences, we generated completely synthetic enhancers for the notochord, epidermis, spinal cord, forebrain and otic lateral line, and show that short regulatory sequences do not always function modularly. CONCLUSIONS: This work introduces a unique in vivo catalog of short, functional regulatory sequences and demonstrates several important principles of regulatory element organization. Furthermore, we provide resources for designing compact, reverse-complement aware k-mer libraries. |
format | Online Article Text |
id | pubmed-4054837 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40548372014-06-12 A compact, in vivo screen of all 6-mers reveals drivers of tissue-specific expression and guides synthetic regulatory element design Smith, Robin P Riesenfeld, Samantha J Holloway, Alisha K Li, Qiang Murphy, Karl K Feliciano, Natalie M Orecchia, Lorenzo Oksenberg, Nir Pollard, Katherine S Ahituv, Nadav Genome Biol Research BACKGROUND: Large-scale annotation efforts have improved our ability to coarsely predict regulatory elements throughout vertebrate genomes. However, it is unclear how complex spatiotemporal patterns of gene expression driven by these elements emerge from the activity of short, transcription factor binding sequences. RESULTS: We describe a comprehensive promoter extension assay in which the regulatory potential of all 6 base-pair (bp) sequences was tested in the context of a minimal promoter. To enable this large-scale screen, we developed algorithms that use a reverse-complement aware decomposition of the de Bruijn graph to design a library of DNA oligomers incorporating every 6-bp sequence exactly once. Our library multiplexes all 4,096 unique 6-mers into 184 double-stranded 15-bp oligomers, which is sufficiently compact for in vivo testing. We injected each multiplexed construct into zebrafish embryos and scored GFP expression in 15 tissues at two developmental time points. Twenty-seven constructs produced consistent expression patterns, with the majority doing so in only one tissue. Functional sequences are enriched near biologically relevant genes, match motifs for developmental transcription factors, and are required for enhancer activity. By concatenating tissue-specific functional sequences, we generated completely synthetic enhancers for the notochord, epidermis, spinal cord, forebrain and otic lateral line, and show that short regulatory sequences do not always function modularly. CONCLUSIONS: This work introduces a unique in vivo catalog of short, functional regulatory sequences and demonstrates several important principles of regulatory element organization. Furthermore, we provide resources for designing compact, reverse-complement aware k-mer libraries. BioMed Central 2013 2013-07-18 /pmc/articles/PMC4054837/ /pubmed/23867016 http://dx.doi.org/10.1186/gb-2013-14-7-r72 Text en Copyright © 2013 Smith et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Smith, Robin P Riesenfeld, Samantha J Holloway, Alisha K Li, Qiang Murphy, Karl K Feliciano, Natalie M Orecchia, Lorenzo Oksenberg, Nir Pollard, Katherine S Ahituv, Nadav A compact, in vivo screen of all 6-mers reveals drivers of tissue-specific expression and guides synthetic regulatory element design |
title | A compact, in vivo screen of all 6-mers reveals drivers of tissue-specific expression and guides synthetic regulatory element design |
title_full | A compact, in vivo screen of all 6-mers reveals drivers of tissue-specific expression and guides synthetic regulatory element design |
title_fullStr | A compact, in vivo screen of all 6-mers reveals drivers of tissue-specific expression and guides synthetic regulatory element design |
title_full_unstemmed | A compact, in vivo screen of all 6-mers reveals drivers of tissue-specific expression and guides synthetic regulatory element design |
title_short | A compact, in vivo screen of all 6-mers reveals drivers of tissue-specific expression and guides synthetic regulatory element design |
title_sort | compact, in vivo screen of all 6-mers reveals drivers of tissue-specific expression and guides synthetic regulatory element design |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4054837/ https://www.ncbi.nlm.nih.gov/pubmed/23867016 http://dx.doi.org/10.1186/gb-2013-14-7-r72 |
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