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An Integrated Regulatory Network Reveals Pervasive Cross-Regulation among Transcription and Splicing Factors
Traditionally the gene expression pathway has been regarded as being comprised of independent steps, from RNA transcription to protein translation. To date there is increasing evidence of coupling between the different processes of the pathway, specifically between transcription and splicing. To stu...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3405991/ https://www.ncbi.nlm.nih.gov/pubmed/22844237 http://dx.doi.org/10.1371/journal.pcbi.1002603 |
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author | Kosti, Idit Radivojac, Predrag Mandel-Gutfreund, Yael |
author_facet | Kosti, Idit Radivojac, Predrag Mandel-Gutfreund, Yael |
author_sort | Kosti, Idit |
collection | PubMed |
description | Traditionally the gene expression pathway has been regarded as being comprised of independent steps, from RNA transcription to protein translation. To date there is increasing evidence of coupling between the different processes of the pathway, specifically between transcription and splicing. To study the interplay between these processes we derived a transcription-splicing integrated network. The nodes of the network included experimentally verified human proteins belonging to three groups of regulators: transcription factors, splicing factors and kinases. The nodes were wired by instances of predicted transcriptional and alternative splicing regulation. Analysis of the network indicated a pervasive cross-regulation among the nodes; specifically, splicing factors are significantly more connected by alternative splicing regulatory edges relative to the two other subgroups, while transcription factors are more extensively controlled by transcriptional regulation. Furthermore, we found that splicing factors are the most regulated of the three regulatory groups and are subject to extensive combinatorial control by alternative splicing and transcriptional regulation. Consistent with the network results, our bioinformatics analyses showed that the subgroup of kinases have the highest density of predicted phosphorylation sites. Overall, our systematic study reveals that an organizing principle in the logic of integrated networks favor the regulation of regulatory proteins by the specific regulation they conduct. Based on these results, we propose a new regulatory paradigm postulating that gene expression regulation of the master regulators in the cell is predominantly achieved by cross-regulation. |
format | Online Article Text |
id | pubmed-3405991 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-34059912012-07-27 An Integrated Regulatory Network Reveals Pervasive Cross-Regulation among Transcription and Splicing Factors Kosti, Idit Radivojac, Predrag Mandel-Gutfreund, Yael PLoS Comput Biol Research Article Traditionally the gene expression pathway has been regarded as being comprised of independent steps, from RNA transcription to protein translation. To date there is increasing evidence of coupling between the different processes of the pathway, specifically between transcription and splicing. To study the interplay between these processes we derived a transcription-splicing integrated network. The nodes of the network included experimentally verified human proteins belonging to three groups of regulators: transcription factors, splicing factors and kinases. The nodes were wired by instances of predicted transcriptional and alternative splicing regulation. Analysis of the network indicated a pervasive cross-regulation among the nodes; specifically, splicing factors are significantly more connected by alternative splicing regulatory edges relative to the two other subgroups, while transcription factors are more extensively controlled by transcriptional regulation. Furthermore, we found that splicing factors are the most regulated of the three regulatory groups and are subject to extensive combinatorial control by alternative splicing and transcriptional regulation. Consistent with the network results, our bioinformatics analyses showed that the subgroup of kinases have the highest density of predicted phosphorylation sites. Overall, our systematic study reveals that an organizing principle in the logic of integrated networks favor the regulation of regulatory proteins by the specific regulation they conduct. Based on these results, we propose a new regulatory paradigm postulating that gene expression regulation of the master regulators in the cell is predominantly achieved by cross-regulation. Public Library of Science 2012-07-26 /pmc/articles/PMC3405991/ /pubmed/22844237 http://dx.doi.org/10.1371/journal.pcbi.1002603 Text en Kosti et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Kosti, Idit Radivojac, Predrag Mandel-Gutfreund, Yael An Integrated Regulatory Network Reveals Pervasive Cross-Regulation among Transcription and Splicing Factors |
title | An Integrated Regulatory Network Reveals Pervasive Cross-Regulation among Transcription and Splicing Factors |
title_full | An Integrated Regulatory Network Reveals Pervasive Cross-Regulation among Transcription and Splicing Factors |
title_fullStr | An Integrated Regulatory Network Reveals Pervasive Cross-Regulation among Transcription and Splicing Factors |
title_full_unstemmed | An Integrated Regulatory Network Reveals Pervasive Cross-Regulation among Transcription and Splicing Factors |
title_short | An Integrated Regulatory Network Reveals Pervasive Cross-Regulation among Transcription and Splicing Factors |
title_sort | integrated regulatory network reveals pervasive cross-regulation among transcription and splicing factors |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3405991/ https://www.ncbi.nlm.nih.gov/pubmed/22844237 http://dx.doi.org/10.1371/journal.pcbi.1002603 |
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