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Comparative genomic reconstruction of transcriptional networks controlling central metabolism in the Shewanella genus
BACKGROUND: Genome-scale prediction of gene regulation and reconstruction of transcriptional regulatory networks in bacteria is one of the critical tasks of modern genomics. The Shewanella genus is comprised of metabolically versatile gamma-proteobacteria, whose lifestyles and natural environments a...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3223726/ https://www.ncbi.nlm.nih.gov/pubmed/21810205 http://dx.doi.org/10.1186/1471-2164-12-S1-S3 |
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author | Rodionov, Dmitry A Novichkov, Pavel S Stavrovskaya, Elena D Rodionova, Irina A Li, Xiaoqing Kazanov, Marat D Ravcheev, Dmitry A Gerasimova, Anna V Kazakov, Alexey E Kovaleva, Galina Yu Permina, Elizabeth A Laikova, Olga N Overbeek, Ross Romine, Margaret F Fredrickson, James K Arkin, Adam P Dubchak, Inna Osterman, Andrei L Gelfand, Mikhail S |
author_facet | Rodionov, Dmitry A Novichkov, Pavel S Stavrovskaya, Elena D Rodionova, Irina A Li, Xiaoqing Kazanov, Marat D Ravcheev, Dmitry A Gerasimova, Anna V Kazakov, Alexey E Kovaleva, Galina Yu Permina, Elizabeth A Laikova, Olga N Overbeek, Ross Romine, Margaret F Fredrickson, James K Arkin, Adam P Dubchak, Inna Osterman, Andrei L Gelfand, Mikhail S |
author_sort | Rodionov, Dmitry A |
collection | PubMed |
description | BACKGROUND: Genome-scale prediction of gene regulation and reconstruction of transcriptional regulatory networks in bacteria is one of the critical tasks of modern genomics. The Shewanella genus is comprised of metabolically versatile gamma-proteobacteria, whose lifestyles and natural environments are substantially different from Escherichia coli and other model bacterial species. The comparative genomics approaches and computational identification of regulatory sites are useful for the in silico reconstruction of transcriptional regulatory networks in bacteria. RESULTS: To explore conservation and variations in the Shewanella transcriptional networks we analyzed the repertoire of transcription factors and performed genomics-based reconstruction and comparative analysis of regulons in 16 Shewanella genomes. The inferred regulatory network includes 82 transcription factors and their DNA binding sites, 8 riboswitches and 6 translational attenuators. Forty five regulons were newly inferred from the genome context analysis, whereas others were propagated from previously characterized regulons in the Enterobacteria and Pseudomonas spp.. Multiple variations in regulatory strategies between the Shewanella spp. and E. coli include regulon contraction and expansion (as in the case of PdhR, HexR, FadR), numerous cases of recruiting non-orthologous regulators to control equivalent pathways (e.g. PsrA for fatty acid degradation) and, conversely, orthologous regulators to control distinct pathways (e.g. TyrR, ArgR, Crp). CONCLUSIONS: We tentatively defined the first reference collection of ~100 transcriptional regulons in 16 Shewanella genomes. The resulting regulatory network contains ~600 regulated genes per genome that are mostly involved in metabolism of carbohydrates, amino acids, fatty acids, vitamins, metals, and stress responses. Several reconstructed regulons including NagR for N-acetylglucosamine catabolism were experimentally validated in S. oneidensis MR-1. Analysis of correlations in gene expression patterns helps to interpret the reconstructed regulatory network. The inferred regulatory interactions will provide an additional regulatory constrains for an integrated model of metabolism and regulation in S. oneidensis MR-1. |
format | Online Article Text |
id | pubmed-3223726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-32237262011-11-26 Comparative genomic reconstruction of transcriptional networks controlling central metabolism in the Shewanella genus Rodionov, Dmitry A Novichkov, Pavel S Stavrovskaya, Elena D Rodionova, Irina A Li, Xiaoqing Kazanov, Marat D Ravcheev, Dmitry A Gerasimova, Anna V Kazakov, Alexey E Kovaleva, Galina Yu Permina, Elizabeth A Laikova, Olga N Overbeek, Ross Romine, Margaret F Fredrickson, James K Arkin, Adam P Dubchak, Inna Osterman, Andrei L Gelfand, Mikhail S BMC Genomics Research BACKGROUND: Genome-scale prediction of gene regulation and reconstruction of transcriptional regulatory networks in bacteria is one of the critical tasks of modern genomics. The Shewanella genus is comprised of metabolically versatile gamma-proteobacteria, whose lifestyles and natural environments are substantially different from Escherichia coli and other model bacterial species. The comparative genomics approaches and computational identification of regulatory sites are useful for the in silico reconstruction of transcriptional regulatory networks in bacteria. RESULTS: To explore conservation and variations in the Shewanella transcriptional networks we analyzed the repertoire of transcription factors and performed genomics-based reconstruction and comparative analysis of regulons in 16 Shewanella genomes. The inferred regulatory network includes 82 transcription factors and their DNA binding sites, 8 riboswitches and 6 translational attenuators. Forty five regulons were newly inferred from the genome context analysis, whereas others were propagated from previously characterized regulons in the Enterobacteria and Pseudomonas spp.. Multiple variations in regulatory strategies between the Shewanella spp. and E. coli include regulon contraction and expansion (as in the case of PdhR, HexR, FadR), numerous cases of recruiting non-orthologous regulators to control equivalent pathways (e.g. PsrA for fatty acid degradation) and, conversely, orthologous regulators to control distinct pathways (e.g. TyrR, ArgR, Crp). CONCLUSIONS: We tentatively defined the first reference collection of ~100 transcriptional regulons in 16 Shewanella genomes. The resulting regulatory network contains ~600 regulated genes per genome that are mostly involved in metabolism of carbohydrates, amino acids, fatty acids, vitamins, metals, and stress responses. Several reconstructed regulons including NagR for N-acetylglucosamine catabolism were experimentally validated in S. oneidensis MR-1. Analysis of correlations in gene expression patterns helps to interpret the reconstructed regulatory network. The inferred regulatory interactions will provide an additional regulatory constrains for an integrated model of metabolism and regulation in S. oneidensis MR-1. BioMed Central 2011-06-15 /pmc/articles/PMC3223726/ /pubmed/21810205 http://dx.doi.org/10.1186/1471-2164-12-S1-S3 Text en Copyright ©2011 Rodionov et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Rodionov, Dmitry A Novichkov, Pavel S Stavrovskaya, Elena D Rodionova, Irina A Li, Xiaoqing Kazanov, Marat D Ravcheev, Dmitry A Gerasimova, Anna V Kazakov, Alexey E Kovaleva, Galina Yu Permina, Elizabeth A Laikova, Olga N Overbeek, Ross Romine, Margaret F Fredrickson, James K Arkin, Adam P Dubchak, Inna Osterman, Andrei L Gelfand, Mikhail S Comparative genomic reconstruction of transcriptional networks controlling central metabolism in the Shewanella genus |
title | Comparative genomic reconstruction of transcriptional networks controlling central metabolism in the Shewanella genus |
title_full | Comparative genomic reconstruction of transcriptional networks controlling central metabolism in the Shewanella genus |
title_fullStr | Comparative genomic reconstruction of transcriptional networks controlling central metabolism in the Shewanella genus |
title_full_unstemmed | Comparative genomic reconstruction of transcriptional networks controlling central metabolism in the Shewanella genus |
title_short | Comparative genomic reconstruction of transcriptional networks controlling central metabolism in the Shewanella genus |
title_sort | comparative genomic reconstruction of transcriptional networks controlling central metabolism in the shewanella genus |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3223726/ https://www.ncbi.nlm.nih.gov/pubmed/21810205 http://dx.doi.org/10.1186/1471-2164-12-S1-S3 |
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