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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
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.
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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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