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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...

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Autores principales: Kehl, Tim, Schneider, Lara, Schmidt, Florian, Stöckel, Daniel, Gerstner, Nico, Backes, Christina, Meese, Eckart, Keller, Andreas, Schulz, Marcel H., Lenhof, Hans-Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
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/.
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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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