author_facet Chubukov, Victor
Uhr, Markus
Le Chat, Ludovic
Kleijn, Roelco J
Jules, Matthieu
Link, Hannes
Aymerich, Stephane
Stelling, Jörg
Sauer, Uwe
Chubukov, Victor
Uhr, Markus
Le Chat, Ludovic
Kleijn, Roelco J
Jules, Matthieu
Link, Hannes
Aymerich, Stephane
Stelling, Jörg
Sauer, Uwe
author Chubukov, Victor
Uhr, Markus
Le Chat, Ludovic
Kleijn, Roelco J
Jules, Matthieu
Link, Hannes
Aymerich, Stephane
Stelling, Jörg
Sauer, Uwe
spellingShingle Chubukov, Victor
Uhr, Markus
Le Chat, Ludovic
Kleijn, Roelco J
Jules, Matthieu
Link, Hannes
Aymerich, Stephane
Stelling, Jörg
Sauer, Uwe
Molecular Systems Biology
Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
Applied Mathematics
Computational Theory and Mathematics
General Agricultural and Biological Sciences
General Immunology and Microbiology
General Biochemistry, Genetics and Molecular Biology
Information Systems
author_sort chubukov, victor
spelling Chubukov, Victor Uhr, Markus Le Chat, Ludovic Kleijn, Roelco J Jules, Matthieu Link, Hannes Aymerich, Stephane Stelling, Jörg Sauer, Uwe 1744-4292 1744-4292 Springer Science and Business Media LLC Applied Mathematics Computational Theory and Mathematics General Agricultural and Biological Sciences General Immunology and Microbiology General Biochemistry, Genetics and Molecular Biology Information Systems http://dx.doi.org/10.1038/msb.2013.66 <jats:p>One of the key ways in which microbes are thought to regulate their metabolism is by modulating the availability of enzymes through transcriptional regulation. However, the limited success of efforts to manipulate metabolic fluxes by rewiring the transcriptional network has cast doubt on the idea that transcript abundance controls metabolic fluxes. In this study, we investigate control of metabolic flux in the model bacterium <jats:italic>Bacillus subtilis</jats:italic> by quantifying fluxes, transcripts, and metabolites in eight metabolic states enforced by different environmental conditions. We find that most enzymes whose flux switches between on and off states, such as those involved in substrate uptake, exhibit large corresponding transcriptional changes. However, for the majority of enzymes in central metabolism, enzyme concentrations were insufficient to explain the observed fluxes—only for a number of reactions in the tricarboxylic acid cycle were enzyme changes approximately proportional to flux changes. Surprisingly, substrate changes revealed by metabolomics were also insufficient to explain observed fluxes, leaving a large role for allosteric regulation and enzyme modification in the control of metabolic fluxes.</jats:p> Transcriptional regulation is insufficient to explain substrate‐induced flux changes in <i>Bacillus subtilis</i> Molecular Systems Biology
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series Molecular Systems Biology
source_id 49
title Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_unstemmed Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_full Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_fullStr Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_full_unstemmed Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_short Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_sort transcriptional regulation is insufficient to explain substrate‐induced flux changes in <i>bacillus subtilis</i>
topic Applied Mathematics
Computational Theory and Mathematics
General Agricultural and Biological Sciences
General Immunology and Microbiology
General Biochemistry, Genetics and Molecular Biology
Information Systems
url http://dx.doi.org/10.1038/msb.2013.66
publishDate 2013
physical
description <jats:p>One of the key ways in which microbes are thought to regulate their metabolism is by modulating the availability of enzymes through transcriptional regulation. However, the limited success of efforts to manipulate metabolic fluxes by rewiring the transcriptional network has cast doubt on the idea that transcript abundance controls metabolic fluxes. In this study, we investigate control of metabolic flux in the model bacterium <jats:italic>Bacillus subtilis</jats:italic> by quantifying fluxes, transcripts, and metabolites in eight metabolic states enforced by different environmental conditions. We find that most enzymes whose flux switches between on and off states, such as those involved in substrate uptake, exhibit large corresponding transcriptional changes. However, for the majority of enzymes in central metabolism, enzyme concentrations were insufficient to explain the observed fluxes—only for a number of reactions in the tricarboxylic acid cycle were enzyme changes approximately proportional to flux changes. Surprisingly, substrate changes revealed by metabolomics were also insufficient to explain observed fluxes, leaving a large role for allosteric regulation and enzyme modification in the control of metabolic fluxes.</jats:p>
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author Chubukov, Victor, Uhr, Markus, Le Chat, Ludovic, Kleijn, Roelco J, Jules, Matthieu, Link, Hannes, Aymerich, Stephane, Stelling, Jörg, Sauer, Uwe
author_facet Chubukov, Victor, Uhr, Markus, Le Chat, Ludovic, Kleijn, Roelco J, Jules, Matthieu, Link, Hannes, Aymerich, Stephane, Stelling, Jörg, Sauer, Uwe, Chubukov, Victor, Uhr, Markus, Le Chat, Ludovic, Kleijn, Roelco J, Jules, Matthieu, Link, Hannes, Aymerich, Stephane, Stelling, Jörg, Sauer, Uwe
author_sort chubukov, victor
container_issue 1
container_start_page 0
container_title Molecular Systems Biology
container_volume 9
description <jats:p>One of the key ways in which microbes are thought to regulate their metabolism is by modulating the availability of enzymes through transcriptional regulation. However, the limited success of efforts to manipulate metabolic fluxes by rewiring the transcriptional network has cast doubt on the idea that transcript abundance controls metabolic fluxes. In this study, we investigate control of metabolic flux in the model bacterium <jats:italic>Bacillus subtilis</jats:italic> by quantifying fluxes, transcripts, and metabolites in eight metabolic states enforced by different environmental conditions. We find that most enzymes whose flux switches between on and off states, such as those involved in substrate uptake, exhibit large corresponding transcriptional changes. However, for the majority of enzymes in central metabolism, enzyme concentrations were insufficient to explain the observed fluxes—only for a number of reactions in the tricarboxylic acid cycle were enzyme changes approximately proportional to flux changes. Surprisingly, substrate changes revealed by metabolomics were also insufficient to explain observed fluxes, leaving a large role for allosteric regulation and enzyme modification in the control of metabolic fluxes.</jats:p>
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spelling Chubukov, Victor Uhr, Markus Le Chat, Ludovic Kleijn, Roelco J Jules, Matthieu Link, Hannes Aymerich, Stephane Stelling, Jörg Sauer, Uwe 1744-4292 1744-4292 Springer Science and Business Media LLC Applied Mathematics Computational Theory and Mathematics General Agricultural and Biological Sciences General Immunology and Microbiology General Biochemistry, Genetics and Molecular Biology Information Systems http://dx.doi.org/10.1038/msb.2013.66 <jats:p>One of the key ways in which microbes are thought to regulate their metabolism is by modulating the availability of enzymes through transcriptional regulation. However, the limited success of efforts to manipulate metabolic fluxes by rewiring the transcriptional network has cast doubt on the idea that transcript abundance controls metabolic fluxes. In this study, we investigate control of metabolic flux in the model bacterium <jats:italic>Bacillus subtilis</jats:italic> by quantifying fluxes, transcripts, and metabolites in eight metabolic states enforced by different environmental conditions. We find that most enzymes whose flux switches between on and off states, such as those involved in substrate uptake, exhibit large corresponding transcriptional changes. However, for the majority of enzymes in central metabolism, enzyme concentrations were insufficient to explain the observed fluxes—only for a number of reactions in the tricarboxylic acid cycle were enzyme changes approximately proportional to flux changes. Surprisingly, substrate changes revealed by metabolomics were also insufficient to explain observed fluxes, leaving a large role for allosteric regulation and enzyme modification in the control of metabolic fluxes.</jats:p> Transcriptional regulation is insufficient to explain substrate‐induced flux changes in <i>Bacillus subtilis</i> Molecular Systems Biology
spellingShingle Chubukov, Victor, Uhr, Markus, Le Chat, Ludovic, Kleijn, Roelco J, Jules, Matthieu, Link, Hannes, Aymerich, Stephane, Stelling, Jörg, Sauer, Uwe, Molecular Systems Biology, Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis, Applied Mathematics, Computational Theory and Mathematics, General Agricultural and Biological Sciences, General Immunology and Microbiology, General Biochemistry, Genetics and Molecular Biology, Information Systems
title Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_full Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_fullStr Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_full_unstemmed Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_short Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
title_sort transcriptional regulation is insufficient to explain substrate‐induced flux changes in <i>bacillus subtilis</i>
title_unstemmed Transcriptional regulation is insufficient to explain substrate‐induced flux changes in Bacillus subtilis
topic Applied Mathematics, Computational Theory and Mathematics, General Agricultural and Biological Sciences, General Immunology and Microbiology, General Biochemistry, Genetics and Molecular Biology, Information Systems
url http://dx.doi.org/10.1038/msb.2013.66