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Dissecting the genomic activity of a transcriptional regulator by the integrative analysis of omics data
In the study of genomic regulation, strategies to integrate the data produced by Next Generation Sequencing (NGS)-based technologies in a meaningful ensemble are eagerly awaited and must continuously evolve. Here, we describe an integrative strategy for the analysis of data generated by chromatin im...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5561104/ https://www.ncbi.nlm.nih.gov/pubmed/28819152 http://dx.doi.org/10.1038/s41598-017-08754-9 |
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author | Ferrero, Giulio Miano, Valentina Beccuti, Marco Balbo, Gianfranco De Bortoli, Michele Cordero, Francesca |
author_facet | Ferrero, Giulio Miano, Valentina Beccuti, Marco Balbo, Gianfranco De Bortoli, Michele Cordero, Francesca |
author_sort | Ferrero, Giulio |
collection | PubMed |
description | In the study of genomic regulation, strategies to integrate the data produced by Next Generation Sequencing (NGS)-based technologies in a meaningful ensemble are eagerly awaited and must continuously evolve. Here, we describe an integrative strategy for the analysis of data generated by chromatin immunoprecipitation followed by NGS which combines algorithms for data overlap, normalization and epigenetic state analysis. The performance of our strategy is illustrated by presenting the analysis of data relative to the transcriptional regulator Estrogen Receptor alpha (ERα) in MCF-7 breast cancer cells and of Glucocorticoid Receptor (GR) in A549 lung cancer cells. We went through the definition of reference cistromes for different experimental contexts, the integration of data relative to co-regulators and the overlay of chromatin states as defined by epigenetic marks in MCF-7 cells. With our strategy, we identified novel features of estrogen-independent ERα activity, including FoxM1 interaction, eRNAs transcription and a peculiar ontology of connected genes. |
format | Online Article Text |
id | pubmed-5561104 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55611042017-08-18 Dissecting the genomic activity of a transcriptional regulator by the integrative analysis of omics data Ferrero, Giulio Miano, Valentina Beccuti, Marco Balbo, Gianfranco De Bortoli, Michele Cordero, Francesca Sci Rep Article In the study of genomic regulation, strategies to integrate the data produced by Next Generation Sequencing (NGS)-based technologies in a meaningful ensemble are eagerly awaited and must continuously evolve. Here, we describe an integrative strategy for the analysis of data generated by chromatin immunoprecipitation followed by NGS which combines algorithms for data overlap, normalization and epigenetic state analysis. The performance of our strategy is illustrated by presenting the analysis of data relative to the transcriptional regulator Estrogen Receptor alpha (ERα) in MCF-7 breast cancer cells and of Glucocorticoid Receptor (GR) in A549 lung cancer cells. We went through the definition of reference cistromes for different experimental contexts, the integration of data relative to co-regulators and the overlay of chromatin states as defined by epigenetic marks in MCF-7 cells. With our strategy, we identified novel features of estrogen-independent ERα activity, including FoxM1 interaction, eRNAs transcription and a peculiar ontology of connected genes. Nature Publishing Group UK 2017-08-17 /pmc/articles/PMC5561104/ /pubmed/28819152 http://dx.doi.org/10.1038/s41598-017-08754-9 Text en © The Author(s) 2017 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 Ferrero, Giulio Miano, Valentina Beccuti, Marco Balbo, Gianfranco De Bortoli, Michele Cordero, Francesca Dissecting the genomic activity of a transcriptional regulator by the integrative analysis of omics data |
title | Dissecting the genomic activity of a transcriptional regulator by the integrative analysis of omics data |
title_full | Dissecting the genomic activity of a transcriptional regulator by the integrative analysis of omics data |
title_fullStr | Dissecting the genomic activity of a transcriptional regulator by the integrative analysis of omics data |
title_full_unstemmed | Dissecting the genomic activity of a transcriptional regulator by the integrative analysis of omics data |
title_short | Dissecting the genomic activity of a transcriptional regulator by the integrative analysis of omics data |
title_sort | dissecting the genomic activity of a transcriptional regulator by the integrative analysis of omics data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5561104/ https://www.ncbi.nlm.nih.gov/pubmed/28819152 http://dx.doi.org/10.1038/s41598-017-08754-9 |
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