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ATAC-seq footprinting unravels kinetics of transcription factor binding during zygotic genome activation
While footprinting analysis of ATAC-seq data can theoretically enable investigation of transcription factor (TF) binding, the lack of a computational tool able to conduct different levels of footprinting analysis has so-far hindered the widespread application of this method. Here we present TOBIAS,...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7449963/ https://www.ncbi.nlm.nih.gov/pubmed/32848148 http://dx.doi.org/10.1038/s41467-020-18035-1 |
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author | Bentsen, Mette Goymann, Philipp Schultheis, Hendrik Klee, Kathrin Petrova, Anastasiia Wiegandt, René Fust, Annika Preussner, Jens Kuenne, Carsten Braun, Thomas Kim, Johnny Looso, Mario |
author_facet | Bentsen, Mette Goymann, Philipp Schultheis, Hendrik Klee, Kathrin Petrova, Anastasiia Wiegandt, René Fust, Annika Preussner, Jens Kuenne, Carsten Braun, Thomas Kim, Johnny Looso, Mario |
author_sort | Bentsen, Mette |
collection | PubMed |
description | While footprinting analysis of ATAC-seq data can theoretically enable investigation of transcription factor (TF) binding, the lack of a computational tool able to conduct different levels of footprinting analysis has so-far hindered the widespread application of this method. Here we present TOBIAS, a comprehensive, accurate, and fast footprinting framework enabling genome-wide investigation of TF binding dynamics for hundreds of TFs simultaneously. We validate TOBIAS using paired ATAC-seq and ChIP-seq data, and find that TOBIAS outperforms existing methods for bias correction and footprinting. As a proof-of-concept, we illustrate how TOBIAS can unveil complex TF dynamics during zygotic genome activation in both humans and mice, and propose how zygotic Dux activates cascades of TFs, binds to repeat elements and induces expression of novel genetic elements. |
format | Online Article Text |
id | pubmed-7449963 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-74499632020-09-02 ATAC-seq footprinting unravels kinetics of transcription factor binding during zygotic genome activation Bentsen, Mette Goymann, Philipp Schultheis, Hendrik Klee, Kathrin Petrova, Anastasiia Wiegandt, René Fust, Annika Preussner, Jens Kuenne, Carsten Braun, Thomas Kim, Johnny Looso, Mario Nat Commun Article While footprinting analysis of ATAC-seq data can theoretically enable investigation of transcription factor (TF) binding, the lack of a computational tool able to conduct different levels of footprinting analysis has so-far hindered the widespread application of this method. Here we present TOBIAS, a comprehensive, accurate, and fast footprinting framework enabling genome-wide investigation of TF binding dynamics for hundreds of TFs simultaneously. We validate TOBIAS using paired ATAC-seq and ChIP-seq data, and find that TOBIAS outperforms existing methods for bias correction and footprinting. As a proof-of-concept, we illustrate how TOBIAS can unveil complex TF dynamics during zygotic genome activation in both humans and mice, and propose how zygotic Dux activates cascades of TFs, binds to repeat elements and induces expression of novel genetic elements. Nature Publishing Group UK 2020-08-26 /pmc/articles/PMC7449963/ /pubmed/32848148 http://dx.doi.org/10.1038/s41467-020-18035-1 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Bentsen, Mette Goymann, Philipp Schultheis, Hendrik Klee, Kathrin Petrova, Anastasiia Wiegandt, René Fust, Annika Preussner, Jens Kuenne, Carsten Braun, Thomas Kim, Johnny Looso, Mario ATAC-seq footprinting unravels kinetics of transcription factor binding during zygotic genome activation |
title | ATAC-seq footprinting unravels kinetics of transcription factor binding during zygotic genome activation |
title_full | ATAC-seq footprinting unravels kinetics of transcription factor binding during zygotic genome activation |
title_fullStr | ATAC-seq footprinting unravels kinetics of transcription factor binding during zygotic genome activation |
title_full_unstemmed | ATAC-seq footprinting unravels kinetics of transcription factor binding during zygotic genome activation |
title_short | ATAC-seq footprinting unravels kinetics of transcription factor binding during zygotic genome activation |
title_sort | atac-seq footprinting unravels kinetics of transcription factor binding during zygotic genome activation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7449963/ https://www.ncbi.nlm.nih.gov/pubmed/32848148 http://dx.doi.org/10.1038/s41467-020-18035-1 |
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