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RegulatorTrail: a web service for the identification of key transcriptional regulators
Transcriptional regulators such as transcription factors and chromatin modifiers play a central role in most biological processes. Alterations in their activities have been observed in many diseases, e.g. cancer. Hence, it is of utmost importance to evaluate and assess the effects of transcriptional...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5570139/ https://www.ncbi.nlm.nih.gov/pubmed/28472408 http://dx.doi.org/10.1093/nar/gkx350 |
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author | Kehl, Tim Schneider, Lara Schmidt, Florian Stöckel, Daniel Gerstner, Nico Backes, Christina Meese, Eckart Keller, Andreas Schulz, Marcel H. Lenhof, Hans-Peter |
author_facet | Kehl, Tim Schneider, Lara Schmidt, Florian Stöckel, Daniel Gerstner, Nico Backes, Christina Meese, Eckart Keller, Andreas Schulz, Marcel H. Lenhof, Hans-Peter |
author_sort | Kehl, Tim |
collection | PubMed |
description | Transcriptional regulators such as transcription factors and chromatin modifiers play a central role in most biological processes. Alterations in their activities have been observed in many diseases, e.g. cancer. Hence, it is of utmost importance to evaluate and assess the effects of transcriptional regulators on natural and pathogenic processes. Here, we present RegulatorTrail, a web service that provides rich functionality for the identification and prioritization of key transcriptional regulators that have a strong impact on, e.g. pathological processes. RegulatorTrail offers eight methods that use regulator binding information in combination with transcriptomic or epigenomic data to infer the most influential regulators. Our web service not only provides an intuitive web interface, but also a well-documented RESTful API that allows for a straightforward integration into third-party workflows. The presented case studies highlight the capabilities of our web service and demonstrate its potential for the identification of influential regulators: we successfully identified regulators that might explain the increased malignancy in metastatic melanoma compared to primary tumors, as well as important regulators in macrophages. RegulatorTrail is freely accessible at: https://regulatortrail.bioinf.uni-sb.de/. |
format | Online Article Text |
id | pubmed-5570139 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-55701392017-08-29 RegulatorTrail: a web service for the identification of key transcriptional regulators Kehl, Tim Schneider, Lara Schmidt, Florian Stöckel, Daniel Gerstner, Nico Backes, Christina Meese, Eckart Keller, Andreas Schulz, Marcel H. Lenhof, Hans-Peter Nucleic Acids Res Web Server Issue Transcriptional regulators such as transcription factors and chromatin modifiers play a central role in most biological processes. Alterations in their activities have been observed in many diseases, e.g. cancer. Hence, it is of utmost importance to evaluate and assess the effects of transcriptional regulators on natural and pathogenic processes. Here, we present RegulatorTrail, a web service that provides rich functionality for the identification and prioritization of key transcriptional regulators that have a strong impact on, e.g. pathological processes. RegulatorTrail offers eight methods that use regulator binding information in combination with transcriptomic or epigenomic data to infer the most influential regulators. Our web service not only provides an intuitive web interface, but also a well-documented RESTful API that allows for a straightforward integration into third-party workflows. The presented case studies highlight the capabilities of our web service and demonstrate its potential for the identification of influential regulators: we successfully identified regulators that might explain the increased malignancy in metastatic melanoma compared to primary tumors, as well as important regulators in macrophages. RegulatorTrail is freely accessible at: https://regulatortrail.bioinf.uni-sb.de/. Oxford University Press 2017-07-03 2017-05-02 /pmc/articles/PMC5570139/ /pubmed/28472408 http://dx.doi.org/10.1093/nar/gkx350 Text en © The Author(s) 2017. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Web Server Issue Kehl, Tim Schneider, Lara Schmidt, Florian Stöckel, Daniel Gerstner, Nico Backes, Christina Meese, Eckart Keller, Andreas Schulz, Marcel H. Lenhof, Hans-Peter RegulatorTrail: a web service for the identification of key transcriptional regulators |
title | RegulatorTrail: a web service for the identification of key transcriptional regulators |
title_full | RegulatorTrail: a web service for the identification of key transcriptional regulators |
title_fullStr | RegulatorTrail: a web service for the identification of key transcriptional regulators |
title_full_unstemmed | RegulatorTrail: a web service for the identification of key transcriptional regulators |
title_short | RegulatorTrail: a web service for the identification of key transcriptional regulators |
title_sort | regulatortrail: a web service for the identification of key transcriptional regulators |
topic | Web Server Issue |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5570139/ https://www.ncbi.nlm.nih.gov/pubmed/28472408 http://dx.doi.org/10.1093/nar/gkx350 |
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