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1.
Microb Biotechnol ; 10(4): 858-872, 2017 07.
Article in English | MEDLINE | ID: mdl-28447391

ABSTRACT

In large-scale production processes, metabolic control is typically achieved by limited supply of essential nutrients such as glucose or ammonia. With increasing bioreactor dimensions, microbial producers such as Escherichia coli are exposed to changing substrate availabilities due to limited mixing. In turn, cells sense and respond to these dynamic conditions leading to frequent activation of their regulatory programmes. Previously, we characterized short- and long-term strategies of cells to adapt to glucose fluctuations. Here, we focused on fluctuating ammonia supply while studying a continuously running two-compartment bioreactor system comprising a stirred tank reactor (STR) and a plug-flow reactor (PFR). The alarmone ppGpp rapidly accumulated in PFR, initiating considerable transcriptional responses after 70 s. About 400 genes were repeatedly switched on/off when E. coli returned to the STR. E. coli revealed highly diverging long-term transcriptional responses in ammonia compared to glucose fluctuations. In contrast, the induction of stringent regulation was a common feature of both short-term responses. Cellular ATP demands for coping with fluctuating ammonia supply were found to increase maintenance by 15%. The identification of genes contributing to the increased ATP demand together with the elucidation of regulatory mechanisms may help to create robust cells and processes for large-scale application.


Subject(s)
Ammonia/metabolism , Bioreactors/microbiology , Culture Media/chemistry , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression Regulation, Bacterial , Glucose/metabolism , Adaptation, Physiological , Energy Metabolism , Gene Expression Profiling
2.
J Biotechnol ; 258: 2-12, 2017 Sep 20.
Article in English | MEDLINE | ID: mdl-28412516

ABSTRACT

Transcriptional control under nitrogen and carbon-limitation conditions have been well analyzed for Escherichia coli. However, the transcriptional dynamics that underlie the shift in regulatory programs from nitrogen to carbon limitation is not well studied. In the present study, cells were cultivated at steady state under nitrogen (ammonia)-limited conditions then shifted to carbon (glucose) limitation to monitor changes in transcriptional dynamics. Nitrogen limitation was found to be dominated by sigma 54 (RpoN) and sigma 38 (RpoS), whereas the "housekeeping" sigma factor 70 (RpoD) and sigma 38 regulate cellular status under glucose limitation. During the transition, nitrogen-mediated control was rapidly redeemed and mRNAs that encode active uptake systems, such as ptsG and manXYZ, were quickly amplified. Next, genes encoding facilitators such as lamB were overexpressed, followed by high affinity uptake systems such as mglABC and non-specific porins such as ompF. These regulatory programs are complex and require well-equilibrated and superior control. At the metabolome level, 2-oxoglutarate is the likely component that links carbon- and nitrogen-mediated regulation by interacting with major regulatory elements. In the case of dual glucose and ammonia limitation, sigma 24 (RpoE) appears to play a key role in orchestrating these complex regulatory networks.


Subject(s)
Escherichia coli Proteins/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression Regulation, Bacterial/genetics , Glucose/metabolism , Nitrogen/metabolism , Acetates/metabolism , DNA-Directed RNA Polymerases/analysis , DNA-Directed RNA Polymerases/genetics , DNA-Directed RNA Polymerases/metabolism , Escherichia coli Proteins/analysis , Escherichia coli Proteins/genetics , Ketoglutaric Acids/metabolism , Sigma Factor/analysis , Sigma Factor/genetics , Sigma Factor/metabolism
3.
Metab Eng ; 38: 73-85, 2016 11.
Article in English | MEDLINE | ID: mdl-27378496

ABSTRACT

Microbial producers such as Escherichia coli are evolutionarily trained to adapt to changing substrate availabilities. Being exposed to large-scale production conditions, their complex, multilayered regulatory programs are frequently activated because they face changing substrate supply due to limited mixing. Here, we show that E. coli can adopt both short- and long-term strategies to withstand these stress conditions. Experiments in which glucose availability was changed over a short time scale were performed in a two-compartment bioreactor system. Quick metabolic responses were observed during the first 30s of glucose shortage, and after 70s, fundamental transcriptional programs were initiated. Since cells are fluctuating under simulated large-scale conditions, this scenario represents a continuous on/off switching of about 600 genes. Furthermore, the resulting ATP maintenance demands were increased by about 40-50%, allowing us to conclude that hyper-producing strains could become ATP-limited under large-scale production conditions. Based on the observed transcriptional patterns, we identified a number of candidate gene deletions that may reduce unwanted ATP losses. In summary, we present a theoretical framework that provides biological targets that could be used to engineer novel E. coli strains such that large-scale performance equals laboratory-scale expectations.


Subject(s)
Adenosine Triphosphate/metabolism , Batch Cell Culture Techniques/methods , Escherichia coli/physiology , Glucose/metabolism , Metabolic Engineering/methods , Models, Biological , Transcription Factors/metabolism , Biosynthetic Pathways/physiology , Computer Simulation , Escherichia coli Proteins/metabolism , Metabolic Flux Analysis/methods , Metabolic Networks and Pathways/physiology , Stress, Physiological/physiology
4.
J Biol Chem ; 288(19): 13243-57, 2013 May 10.
Article in English | MEDLINE | ID: mdl-23530043

ABSTRACT

BACKGROUND: ATP-dependent proteases translocate and unfold their substrates. RESULTS: A human virus sequence with only Gly and Ala residues causes similar dysfunctions of eukaryotic and prokaryotic protease motors: unfolding failure. CONCLUSION: Sequences with amino acids of simple shape and small size impair unfolding of contiguous stable domains. SIGNIFICANCE: Compartmented ATP-dependent proteases of diverse origin share conserved principles of interaction between translocase/effector and substrate/recipient. ATP-dependent proteases engage, translocate, and unfold substrate proteins. A sequence with only Gly and Ala residues (glycine-alanine repeat; GAr) encoded by the Epstein-Barr virus of humans inhibits eukaryotic proteasome activity. It causes the ATPase translocase to slip on its protein track, stalling unfolding and interrupting degradation. The bacterial protease ClpXP is structurally simpler than the proteasome but has related elements: a regulatory ATPase complex (ClpX) and associated proteolytic chamber (ClpP). In this study, GAr sequences were found to impair ClpXP function much as in proteasomes. Stalling depended on interaction between a GAr and a suitably spaced and positioned folded domain resistant to mechanical unfolding. Persistent unfolding failure results in the interruption of degradation and the production of partial degradation products that include the resistant domain. The capacity of various sequences to cause unfolding failure was investigated. Among those tested, a GAr was most effective, implying that viral selection had optimized processivity failure. More generally, amino acids of simple shape and small size promoted unfolding failure. The ClpX ATPase is a homohexamer. Partial degradation products could exit the complex through transient gaps between the ClpX monomers or, alternatively, by backing out. Production of intermediates by diverse topological forms of the hexamer was shown to be similar, excluding lateral escape. In principle, a GAr could interrupt degradation because 1) the translocase thrusts forward less effectively or because 2) the translocase retains substrate less well when resetting between forward strokes. Kinetic analysis showed that the predominant effect was through the second of these mechanisms.


Subject(s)
Adenosine Triphosphatases/chemistry , Endopeptidase Clp/chemistry , Escherichia coli Proteins/chemistry , Escherichia coli/enzymology , Molecular Chaperones/chemistry , ATPases Associated with Diverse Cellular Activities , Amino Acid Sequence , Amino Acid Substitution , Connectin , Humans , Hydrophobic and Hydrophilic Interactions , Kinetics , Models, Molecular , Molecular Sequence Data , Muscle Proteins/chemistry , Muscle Proteins/genetics , Peptide Fragments/chemistry , Protein Kinases/chemistry , Protein Kinases/genetics , Protein Stability , Protein Structure, Tertiary , Protein Transport , Protein Unfolding , Proteolysis , Repetitive Sequences, Amino Acid , Tetrahydrofolate Dehydrogenase/chemistry
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