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A multi-tool recipe to identify regions of protein-DNA binding and their influence on associated gene expression

One commonly performed bioinformatics task is to infer functional regulation of transcription factors by observing differential expression under a knockout, and integrating DNA binding information of that transcription factor.   However, until now, this task has required dedicated bioinformatics sup...

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Autores principales: Carlin, Daniel, Kosnicki, Kassi, Garamszegi, Sara, Ideker, Trey, Thorvaldsdóttir, Helga, Reich, Michael, Mesirov, Jill
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5806050/
https://www.ncbi.nlm.nih.gov/pubmed/29487738
http://dx.doi.org/10.12688/f1000research.11616.2
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author Carlin, Daniel
Kosnicki, Kassi
Garamszegi, Sara
Ideker, Trey
Thorvaldsdóttir, Helga
Reich, Michael
Mesirov, Jill
author_facet Carlin, Daniel
Kosnicki, Kassi
Garamszegi, Sara
Ideker, Trey
Thorvaldsdóttir, Helga
Reich, Michael
Mesirov, Jill
author_sort Carlin, Daniel
collection PubMed
description One commonly performed bioinformatics task is to infer functional regulation of transcription factors by observing differential expression under a knockout, and integrating DNA binding information of that transcription factor.   However, until now, this task has required dedicated bioinformatics support to perform the necessary data integration. GenomeSpace provides a protocol, or “recipe”, and a user interface with inter-operating software tools to identify protein occupancies along the genome from a ChIP-seq experiment and associated differentially regulated genes from a RNA-Seq experiment. By integrating RNA-Seq and ChIP-seq analyses, a user is easily able to associate differing expression phenotypes with changing epigenetic landscapes.
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spelling pubmed-58060502018-02-26 A multi-tool recipe to identify regions of protein-DNA binding and their influence on associated gene expression Carlin, Daniel Kosnicki, Kassi Garamszegi, Sara Ideker, Trey Thorvaldsdóttir, Helga Reich, Michael Mesirov, Jill F1000Res Method Article One commonly performed bioinformatics task is to infer functional regulation of transcription factors by observing differential expression under a knockout, and integrating DNA binding information of that transcription factor.   However, until now, this task has required dedicated bioinformatics support to perform the necessary data integration. GenomeSpace provides a protocol, or “recipe”, and a user interface with inter-operating software tools to identify protein occupancies along the genome from a ChIP-seq experiment and associated differentially regulated genes from a RNA-Seq experiment. By integrating RNA-Seq and ChIP-seq analyses, a user is easily able to associate differing expression phenotypes with changing epigenetic landscapes. F1000 Research Limited 2018-01-30 /pmc/articles/PMC5806050/ /pubmed/29487738 http://dx.doi.org/10.12688/f1000research.11616.2 Text en Copyright: © 2018 Carlin D et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Method Article
Carlin, Daniel
Kosnicki, Kassi
Garamszegi, Sara
Ideker, Trey
Thorvaldsdóttir, Helga
Reich, Michael
Mesirov, Jill
A multi-tool recipe to identify regions of protein-DNA binding and their influence on associated gene expression
title A multi-tool recipe to identify regions of protein-DNA binding and their influence on associated gene expression
title_full A multi-tool recipe to identify regions of protein-DNA binding and their influence on associated gene expression
title_fullStr A multi-tool recipe to identify regions of protein-DNA binding and their influence on associated gene expression
title_full_unstemmed A multi-tool recipe to identify regions of protein-DNA binding and their influence on associated gene expression
title_short A multi-tool recipe to identify regions of protein-DNA binding and their influence on associated gene expression
title_sort multi-tool recipe to identify regions of protein-dna binding and their influence on associated gene expression
topic Method Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5806050/
https://www.ncbi.nlm.nih.gov/pubmed/29487738
http://dx.doi.org/10.12688/f1000research.11616.2
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