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Identification of cis-regulatory modules in promoters of human genes exploiting mutual positioning of transcription factors

In higher organisms, gene regulation is controlled by the interplay of non-random combinations of multiple transcription factors (TFs). Although numerous attempts have been made to identify these combinations, important details, such as mutual positioning of the factors that have an important role i...

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Autores principales: Nandi, Soumyadeep, Blais, Alexandre, Ioshikhes, Ilya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3799424/
https://www.ncbi.nlm.nih.gov/pubmed/23913413
http://dx.doi.org/10.1093/nar/gkt578
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author Nandi, Soumyadeep
Blais, Alexandre
Ioshikhes, Ilya
author_facet Nandi, Soumyadeep
Blais, Alexandre
Ioshikhes, Ilya
author_sort Nandi, Soumyadeep
collection PubMed
description In higher organisms, gene regulation is controlled by the interplay of non-random combinations of multiple transcription factors (TFs). Although numerous attempts have been made to identify these combinations, important details, such as mutual positioning of the factors that have an important role in the TF interplay, are still missing. The goal of the present work is in silico mapping of some of such associating factors based on their mutual positioning, using computational screening. We have selected the process of myogenesis as a study case, and we focused on TF combinations involving master myogenic TF Myogenic differentiation (MyoD) with other factors situated at specific distances from it. The results of our work show that some muscle-specific factors occur together with MyoD within the range of ±100 bp in a large number of promoters. We confirm co-occurrence of the MyoD with muscle-specific factors as described in earlier studies. However, we have also found novel relationships of MyoD with other factors not specific for muscle. Additionally, we have observed that MyoD tends to associate with different factors in proximal and distal promoter areas. The major outcome of our study is establishing the genome-wide connection between biological interactions of TFs and close co-occurrence of their binding sites.
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spelling pubmed-37994242013-10-21 Identification of cis-regulatory modules in promoters of human genes exploiting mutual positioning of transcription factors Nandi, Soumyadeep Blais, Alexandre Ioshikhes, Ilya Nucleic Acids Res Computational Biology In higher organisms, gene regulation is controlled by the interplay of non-random combinations of multiple transcription factors (TFs). Although numerous attempts have been made to identify these combinations, important details, such as mutual positioning of the factors that have an important role in the TF interplay, are still missing. The goal of the present work is in silico mapping of some of such associating factors based on their mutual positioning, using computational screening. We have selected the process of myogenesis as a study case, and we focused on TF combinations involving master myogenic TF Myogenic differentiation (MyoD) with other factors situated at specific distances from it. The results of our work show that some muscle-specific factors occur together with MyoD within the range of ±100 bp in a large number of promoters. We confirm co-occurrence of the MyoD with muscle-specific factors as described in earlier studies. However, we have also found novel relationships of MyoD with other factors not specific for muscle. Additionally, we have observed that MyoD tends to associate with different factors in proximal and distal promoter areas. The major outcome of our study is establishing the genome-wide connection between biological interactions of TFs and close co-occurrence of their binding sites. Oxford University Press 2013-10 2013-08-02 /pmc/articles/PMC3799424/ /pubmed/23913413 http://dx.doi.org/10.1093/nar/gkt578 Text en © The Author(s) 2013. Published by Oxford University Press. http://creativecommons.org/licenses/by/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Computational Biology
Nandi, Soumyadeep
Blais, Alexandre
Ioshikhes, Ilya
Identification of cis-regulatory modules in promoters of human genes exploiting mutual positioning of transcription factors
title Identification of cis-regulatory modules in promoters of human genes exploiting mutual positioning of transcription factors
title_full Identification of cis-regulatory modules in promoters of human genes exploiting mutual positioning of transcription factors
title_fullStr Identification of cis-regulatory modules in promoters of human genes exploiting mutual positioning of transcription factors
title_full_unstemmed Identification of cis-regulatory modules in promoters of human genes exploiting mutual positioning of transcription factors
title_short Identification of cis-regulatory modules in promoters of human genes exploiting mutual positioning of transcription factors
title_sort identification of cis-regulatory modules in promoters of human genes exploiting mutual positioning of transcription factors
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3799424/
https://www.ncbi.nlm.nih.gov/pubmed/23913413
http://dx.doi.org/10.1093/nar/gkt578
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