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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...

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Detalles Bibliográficos
Autores principales: Kosti, Idit, Radivojac, Predrag, Mandel-Gutfreund, Yael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
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.
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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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