DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Elucidating central metabolic redox obstacles hindering ethanol production in Clostridium thermocellum

Abstract

Clostridium thermocellum is an anaerobic, Gram-positive, thermophilic bacterium that has generated great interest due to its ability to ferment lignocellulosic biomass to ethanol. However, ethanol production is low due to the complex and poorly understood branched metabolism of C. thermocellum, and in some cases overflow metabolism as well. In this work, we developed a predictive stoichiometric metabolic model for C. thermocellum which incorporates the current state of understanding, with particular attention to cofactor specificity in the atypical glycolytic enzymes and the complex energy, redox, and fermentative pathways with the goal of aiding metabolic engineering efforts. We validated the model s capability to encompass experimentally observed phenotypes for the parent strain and derived mutants designed for significant perturbation of redox and energy pathways. Metabolic flux distributions revealed significant alterations in key metabolic branch points (e.g., phosphoenol pyruvate, pyruvate, acetyl-CoA, and cofactor nodes) in engineered strains for channeling electron and carbon fluxes for enhanced ethanol synthesis, with the best performing strain doubling ethanol yield and titer compared to the parent strain. In silico predictions of a redox-imbalanced genotype incapable of growth were confirmed in vivo, and a mutant strain was used as a platform to probe redox bottlenecks in the central metabolismmore » that hinder efficient ethanol production. The results highlight the robustness of the redox metabolism of C. thermocellum and the necessity of streamlined electron flux from reduced ferredoxin to NAD(P)H for high ethanol production. The model was further used to design a metabolic engineering strategy to phenotypically constrain C. thermocellum to achieve high ethanol yields while requiring minimal genetic manipulations. Furthermore, the model can be applied to design C. thermocellum as a platform microbe for consolidated bioprocessing to produce ethanol and other reduced metabolites.« less

Authors:
 [1];  [2];  [1];  [3];  [3];  [1]
  1. The Univ. of Tennessee, Knoxville, TN (United States); Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
  2. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States); The Univ. of Tennessee, Knoxville, TN (United States)
  3. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States); Dartmouth College, Hanover, NH (United States)
Publication Date:
Research Org.:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). BioEnergy Science Center (BESC)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1327638
Alternate Identifier(s):
OSTI ID: 1250937
Grant/Contract Number:  
AC05-00OR22725; AC05-000R22725
Resource Type:
Accepted Manuscript
Journal Name:
Metabolic Engineering
Additional Journal Information:
Journal Volume: 32; Journal Issue: C; Journal ID: ISSN 1096-7176
Publisher:
Elsevier
Country of Publication:
United States
Language:
English
Subject:
37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; 59 BASIC BIOLOGICAL SCIENCES; Clostridium thermocellum; redox metabolism; energy metabolism; elementary mode analysis; minimal metabolic functionality; ethanol

Citation Formats

Thompson, R. Adam, Layton, Donovan S., Guss, Adam M., Olson, Daniel G., Lynd, Lee R., and Trinh, Cong T. Elucidating central metabolic redox obstacles hindering ethanol production in Clostridium thermocellum. United States: N. p., 2015. Web. doi:10.1016/j.ymben.2015.10.004.
Thompson, R. Adam, Layton, Donovan S., Guss, Adam M., Olson, Daniel G., Lynd, Lee R., & Trinh, Cong T. Elucidating central metabolic redox obstacles hindering ethanol production in Clostridium thermocellum. United States. https://doi.org/10.1016/j.ymben.2015.10.004
Thompson, R. Adam, Layton, Donovan S., Guss, Adam M., Olson, Daniel G., Lynd, Lee R., and Trinh, Cong T. Wed . "Elucidating central metabolic redox obstacles hindering ethanol production in Clostridium thermocellum". United States. https://doi.org/10.1016/j.ymben.2015.10.004. https://www.osti.gov/servlets/purl/1327638.
@article{osti_1327638,
title = {Elucidating central metabolic redox obstacles hindering ethanol production in Clostridium thermocellum},
author = {Thompson, R. Adam and Layton, Donovan S. and Guss, Adam M. and Olson, Daniel G. and Lynd, Lee R. and Trinh, Cong T.},
abstractNote = {Clostridium thermocellum is an anaerobic, Gram-positive, thermophilic bacterium that has generated great interest due to its ability to ferment lignocellulosic biomass to ethanol. However, ethanol production is low due to the complex and poorly understood branched metabolism of C. thermocellum, and in some cases overflow metabolism as well. In this work, we developed a predictive stoichiometric metabolic model for C. thermocellum which incorporates the current state of understanding, with particular attention to cofactor specificity in the atypical glycolytic enzymes and the complex energy, redox, and fermentative pathways with the goal of aiding metabolic engineering efforts. We validated the model s capability to encompass experimentally observed phenotypes for the parent strain and derived mutants designed for significant perturbation of redox and energy pathways. Metabolic flux distributions revealed significant alterations in key metabolic branch points (e.g., phosphoenol pyruvate, pyruvate, acetyl-CoA, and cofactor nodes) in engineered strains for channeling electron and carbon fluxes for enhanced ethanol synthesis, with the best performing strain doubling ethanol yield and titer compared to the parent strain. In silico predictions of a redox-imbalanced genotype incapable of growth were confirmed in vivo, and a mutant strain was used as a platform to probe redox bottlenecks in the central metabolism that hinder efficient ethanol production. The results highlight the robustness of the redox metabolism of C. thermocellum and the necessity of streamlined electron flux from reduced ferredoxin to NAD(P)H for high ethanol production. The model was further used to design a metabolic engineering strategy to phenotypically constrain C. thermocellum to achieve high ethanol yields while requiring minimal genetic manipulations. Furthermore, the model can be applied to design C. thermocellum as a platform microbe for consolidated bioprocessing to produce ethanol and other reduced metabolites.},
doi = {10.1016/j.ymben.2015.10.004},
journal = {Metabolic Engineering},
number = C,
volume = 32,
place = {United States},
year = {Wed Oct 21 00:00:00 EDT 2015},
month = {Wed Oct 21 00:00:00 EDT 2015}
}

Journal Article:

Citation Metrics:
Cited by: 26 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

High Ethanol Titers from Cellulose by Using Metabolically Engineered Thermophilic, Anaerobic Microbes
journal, September 2011

  • Argyros, D. Aaron; Tripathi, Shital A.; Barrett, Trisha F.
  • Applied and Environmental Microbiology, Vol. 77, Issue 23, p. 8288-8294
  • DOI: 10.1128/AEM.00646-11

Increase in Ethanol Yield via Elimination of Lactate Production in an Ethanol-Tolerant Mutant of Clostridium thermocellum
journal, February 2014


Elimination of hydrogenase active site assembly blocks H2 production and increases ethanol yield in Clostridium thermocellum
journal, January 2015

  • Biswas, Ranjita; Zheng, Tianyong; Olson, Daniel G.
  • Biotechnology for Biofuels, Vol. 8, Issue 1
  • DOI: 10.1186/s13068-015-0204-4

Mutant alcohol dehydrogenase leads to improved ethanol tolerance in Clostridium thermocellum
journal, August 2011

  • Brown, S. D.; Guss, A. M.; Karpinets, T. V.
  • Proceedings of the National Academy of Sciences, Vol. 108, Issue 33
  • DOI: 10.1073/pnas.1102444108

Linking genome content to biofuel production yields: a meta-analysis of major catabolic pathways among select H2 and ethanol-producing bacteria
journal, January 2012


Biosolutions to the energy problem
journal, January 2009


Redirecting carbon flux through exogenous pyruvate kinase to achieve high ethanol yields in Clostridium thermocellum
journal, January 2013


Closing the carbon balance for fermentation by Clostridium thermocellum (ATCC 27405)
journal, January 2012


Genome-scale metabolic model integrated with RNAseq data to identify metabolic states of Clostridium thermocellum
journal, July 2010


Dcm methylation is detrimental to plasmid transformation in Clostridium thermocellum
journal, January 2012

  • Guss, Adam M.; Olson, Daniel G.; Caiazza, Nicky C.
  • Biotechnology for Biofuels, Vol. 5, Issue 1
  • DOI: 10.1186/1754-6834-5-30

Computing complex metabolic intervention strategies using constrained minimal cut sets
journal, March 2011


The exometabolome of Clostridium thermocellum reveals overflow metabolism at high cellulose loading
journal, October 2014

  • Holwerda, Evert K.; Thorne, Philip G.; Olson, Daniel G.
  • Biotechnology for Biofuels, Vol. 7, Issue 1
  • DOI: 10.1186/s13068-014-0155-1

Metatool 5.0: fast and flexible elementary modes analysis
journal, May 2006


Nitrogen and sulfur requirements for Clostridium thermocellum and Caldicellulosiruptor bescii on cellulosic substrates in minimal nutrient media
journal, February 2013


Evolutionary engineering of mixed-sugar utilization by a xylose-fermenting strain
journal, July 2005


How biotech can transform biofuels
journal, February 2008

  • Lynd, Lee R.; Laser, Mark S.; Bransby, David
  • Nature Biotechnology, Vol. 26, Issue 2, p. 169-172
  • DOI: 10.1038/nbt0208-169

Consolidated bioprocessing of cellulosic biomass: an update
journal, October 2005

  • Lynd, Lee R.; van Zyl, Willem H.; McBride, John E.
  • Current Opinion in Biotechnology, Vol. 16, Issue 5, p. 577-583
  • DOI: 10.1016/j.copbio.2005.08.009

A Targetron System for Gene Targeting in Thermophiles and Its Application in Clostridium thermocellum
journal, July 2013


Insights into [FeFe]-Hydrogenase Structure, Mechanism, and Maturation
journal, August 2011


Metabolic engineering of Escherichia coli using synthetic small regulatory RNAs
journal, January 2013

  • Na, Dokyun; Yoo, Seung Min; Chung, Hannah
  • Nature Biotechnology, Vol. 31, Issue 2
  • DOI: 10.1038/nbt.2461

Mode of sugar phosphorylation inClostridium thermocellum
journal, April 1992

  • Nochur, S. V.; Jacobson, G. R.; Roberts, M. F.
  • Applied Biochemistry and Biotechnology, Vol. 33, Issue 1
  • DOI: 10.1007/BF02922182

Transformation of Clostridium Thermocellum by Electroporation
book, January 2012


Characterization of 13 newly isolated strains of anaerobic, cellulolytic, thermophilic bacteria
journal, November 2001

  • Ozkan, M.; Desai, Sg; Zhang, Y.
  • Journal of Industrial Microbiology and Biotechnology, Vol. 27, Issue 5
  • DOI: 10.1038/sj.jim.7000082

METATOOL: for studying metabolic networks
journal, March 1999


A method for the determination of flux in elementary modes, and its application toLactobacillus rhamnosus
journal, January 2004

  • Poolman, M. G.; Venkatesh, K. V.; Pidcock, M. K.
  • Biotechnology and Bioengineering, Vol. 88, Issue 5
  • DOI: 10.1002/bit.20273

Global Gene Expression Patterns in Clostridium thermocellum as Determined by Microarray Analysis of Chemostat Cultures on Cellulose or Cellobiose
journal, December 2010

  • Riederer, Allison; Takasuka, Taichi E.; Makino, Shin-ichi
  • Applied and Environmental Microbiology, Vol. 77, Issue 4
  • DOI: 10.1128/AEM.02008-10

Genome-scale metabolic analysis of Clostridium thermocellum for bioethanol production
journal, January 2010

  • Roberts, Seth B.; Gowen, Christopher M.; Brooks, J. Paul
  • BMC Systems Biology, Vol. 4, Issue 1, Article No. 31
  • DOI: 10.1186/1752-0509-4-31

Growth phase-dependant enzyme profile of pyruvate catabolism and end-product formation in Clostridium thermocellum ATCC 27405
journal, March 2009


End-product induced metabolic shifts in Clostridium thermocellum ATCC 27405
journal, August 2011

  • Rydzak, Thomas; Levin, David B.; Cicek, Nazim
  • Applied Microbiology and Biotechnology, Vol. 92, Issue 1
  • DOI: 10.1007/s00253-011-3511-0

Metabolic Flux Ratio Analysis of Genetic and Environmental Modulations of Escherichia coli Central Carbon Metabolism
journal, November 1999


Mutant selection and phenotypic and genetic characterization of ethanol-tolerant strains of Clostridium thermocellum
journal, August 2011

  • Shao, Xiongjun; Raman, Babu; Zhu, Mingjun
  • Applied Microbiology and Biotechnology, Vol. 92, Issue 3
  • DOI: 10.1007/s00253-011-3492-z

A theoretical study on the amount of ATP required for synthesis of microbial cell material
journal, December 1973


Bioreaction Network Topology and Metabolic Flux Ratio Analysis by Biosynthetic Fractional 13C Labeling and Two-Dimensional NMR Spectroscopy
journal, July 1999

  • Szyperski, Thomas; Glaser, Ralf W.; Hochuli, Michel
  • Metabolic Engineering, Vol. 1, Issue 3
  • DOI: 10.1006/mben.1999.0116

Minimal Escherichia coli Cell for the Most Efficient Production of Ethanol from Hexoses and Pentoses
journal, April 2008

  • Trinh, C. T.; Unrean, P.; Srienc, F.
  • Applied and Environmental Microbiology, Vol. 74, Issue 12, p. 3634-3643
  • DOI: 10.1128/AEM.02708-07

Elementary mode analysis: a useful metabolic pathway analysis tool for characterizing cellular metabolism
journal, November 2008

  • Trinh, Cong T.; Wlaschin, Aaron; Srienc, Friedrich
  • Applied Microbiology and Biotechnology, Vol. 81, Issue 5
  • DOI: 10.1007/s00253-008-1770-1

Development of pyrF-Based Genetic System for Targeted Gene Deletion in Clostridium thermocellum and Creation of a pta Mutant
journal, August 2010

  • Tripathi, S. A.; Olson, D. G.; Argyros, D. A.
  • Applied and Environmental Microbiology, Vol. 76, Issue 19, p. 6591-6599
  • DOI: 10.1128/AEM.01484-10

Design of Antisense RNA Constructs for Downregulation of the Acetone Formation Pathway of Clostridium acetobutylicum
journal, March 2003


The free radical of pyruvate formate-lyase. Characterization by EPR spectroscopy and involvement in catalysis as studied with the substrate-analogue hypopthosphite
journal, October 1989


Characterization of Clostridium thermocellum strains with disrupted fermentation end-product pathways
journal, May 2013

  • van der Veen, Douwe; Lo, Jonathan; Brown, Steven D.
  • Journal of Industrial Microbiology & Biotechnology, Vol. 40, Issue 7
  • DOI: 10.1007/s10295-013-1275-5

Markerless chromosomal gene deletion in Clostridium beijerinckii using CRISPR/Cas9 system
journal, April 2015


Proteomic profile changes in membranes of ethanol-tolerant Clostridium thermocellum
journal, November 2006

  • Williams, Taufika Islam; Combs, Jennifer C.; Lynn, Bert C.
  • Applied Microbiology and Biotechnology, Vol. 74, Issue 2
  • DOI: 10.1007/s00253-006-0689-7

Isolation and characterization of ethanol-tolerant mutants of Escherichia coli KO11 for fuel ethanol production
journal, February 1998

  • Yomano, L. P.; York, S. W.; Ingram, L. O.
  • Journal of Industrial Microbiology and Biotechnology, Vol. 20, Issue 2
  • DOI: 10.1038/sj.jim.2900496

Atypical Glycolysis in Clostridium thermocellum
journal, February 2013

  • Zhou, Jilai; Olson, Daniel G.; Argyros, D. Aaron
  • Applied and Environmental Microbiology, Vol. 79, Issue 9, p. 3000-3008
  • DOI: 10.1128/AEM.04037-12

Works referencing / citing this record:

Development of a core Clostridium thermocellum kinetic metabolic model consistent with multiple genetic perturbations
journal, May 2017


Rex in Caldicellulosiruptor bescii : Novel regulon members and its effect on the production of ethanol and overflow metabolites
journal, April 2018

  • Sander, Kyle; Chung, Daehwan; Hyatt, Doug
  • MicrobiologyOpen, Vol. 8, Issue 2
  • DOI: 10.1002/mbo3.639

Specialized activities and expression differences for Clostridium thermocellum biofilm and planktonic cells
journal, February 2017

  • Dumitrache, Alexandru; Klingeman, Dawn M.; Natzke, Jace
  • Scientific Reports, Vol. 7, Issue 1
  • DOI: 10.1038/srep43583

Improved growth rate in Clostridium thermocellum hydrogenase mutant via perturbed sulfur metabolism
journal, January 2017

  • Biswas, Ranjita; Wilson, Charlotte M.; Giannone, Richard J.
  • Biotechnology for Biofuels, Vol. 10, Issue 1
  • DOI: 10.1186/s13068-016-0684-x

Rex in Caldicellulosiruptor bescii : Novel regulon members and its effect on the production of ethanol and overflow metabolites
journal, April 2018

  • Sander, Kyle; Chung, Daehwan; Hyatt, Doug
  • MicrobiologyOpen, Vol. 8, Issue 2
  • DOI: 10.1002/mbo3.639