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Characterization of the SOS meta-regulon in the human gut microbiome

Motivation: Data from metagenomics projects remain largely untapped for the analysis of transcriptional regulatory networks. Here, we provide proof-of-concept that metagenomic data can be effectively leveraged to analyze regulatory networks by characterizing the SOS meta-regulon in the human gut mic...

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Autores principales: Cornish, Joseph P., Sanchez-Alberola, Neus, O’Neill, Patrick K., O'Keefe, Ronald, Gheba, Jameel, Erill, Ivan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3998124/
https://www.ncbi.nlm.nih.gov/pubmed/24407225
http://dx.doi.org/10.1093/bioinformatics/btt753
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author Cornish, Joseph P.
Sanchez-Alberola, Neus
O’Neill, Patrick K.
O'Keefe, Ronald
Gheba, Jameel
Erill, Ivan
author_facet Cornish, Joseph P.
Sanchez-Alberola, Neus
O’Neill, Patrick K.
O'Keefe, Ronald
Gheba, Jameel
Erill, Ivan
author_sort Cornish, Joseph P.
collection PubMed
description Motivation: Data from metagenomics projects remain largely untapped for the analysis of transcriptional regulatory networks. Here, we provide proof-of-concept that metagenomic data can be effectively leveraged to analyze regulatory networks by characterizing the SOS meta-regulon in the human gut microbiome. Results: We combine well-established in silico and in vitro techniques to mine the human gut microbiome data and determine the relative composition of the SOS network in a natural setting. Our analysis highlights the importance of translesion synthesis as a primary function of the SOS response. We predict the association of this network with three novel protein clusters involved in cell wall biogenesis, chromosome partitioning and restriction modification, and we confirm binding of the SOS response transcriptional repressor to sites in the promoter of a cell wall biogenesis enzyme, a phage integrase and a death-on-curing protein. We discuss the implications of these findings and the potential for this approach for metagenome analysis. Contact: erill@umbc.edu Supplementary information: Supplementary data are available at Bioinformatics online.
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spelling pubmed-39981242014-04-24 Characterization of the SOS meta-regulon in the human gut microbiome Cornish, Joseph P. Sanchez-Alberola, Neus O’Neill, Patrick K. O'Keefe, Ronald Gheba, Jameel Erill, Ivan Bioinformatics Discovery Note Motivation: Data from metagenomics projects remain largely untapped for the analysis of transcriptional regulatory networks. Here, we provide proof-of-concept that metagenomic data can be effectively leveraged to analyze regulatory networks by characterizing the SOS meta-regulon in the human gut microbiome. Results: We combine well-established in silico and in vitro techniques to mine the human gut microbiome data and determine the relative composition of the SOS network in a natural setting. Our analysis highlights the importance of translesion synthesis as a primary function of the SOS response. We predict the association of this network with three novel protein clusters involved in cell wall biogenesis, chromosome partitioning and restriction modification, and we confirm binding of the SOS response transcriptional repressor to sites in the promoter of a cell wall biogenesis enzyme, a phage integrase and a death-on-curing protein. We discuss the implications of these findings and the potential for this approach for metagenome analysis. Contact: erill@umbc.edu Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2014-05-01 2014-01-08 /pmc/articles/PMC3998124/ /pubmed/24407225 http://dx.doi.org/10.1093/bioinformatics/btt753 Text en © The Author 2014. 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 Discovery Note
Cornish, Joseph P.
Sanchez-Alberola, Neus
O’Neill, Patrick K.
O'Keefe, Ronald
Gheba, Jameel
Erill, Ivan
Characterization of the SOS meta-regulon in the human gut microbiome
title Characterization of the SOS meta-regulon in the human gut microbiome
title_full Characterization of the SOS meta-regulon in the human gut microbiome
title_fullStr Characterization of the SOS meta-regulon in the human gut microbiome
title_full_unstemmed Characterization of the SOS meta-regulon in the human gut microbiome
title_short Characterization of the SOS meta-regulon in the human gut microbiome
title_sort characterization of the sos meta-regulon in the human gut microbiome
topic Discovery Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3998124/
https://www.ncbi.nlm.nih.gov/pubmed/24407225
http://dx.doi.org/10.1093/bioinformatics/btt753
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