Multiplex growth rate phenotyping of synthetic mutants in selection to engineer glucose and xylose co‐utilization in Escherichia coli
Abstract
ABSTRACT Engineering the simultaneous consumption of glucose and xylose sugars is critical to enable the sustainable production of biofuels from lignocellulosic biomass. In most major industrial microorganisms glucose completely inhibits the uptake of xylose, limiting efficient sugar mixture conversion. In E . coli removal of the major glucose transporter PTS allows for glucose and xylose co‐consumption but only after prolonged adaptation, which is an effective process but hard to control and prone to co‐evolving undesired traits. Here we synthetically engineer mutants to target sugar co‐consumption properties; we subject a PTS − mutant to a short adaptive step and subsequently either delete or overexpress key genes previously suggested to affect sugar consumption. Screening the co‐consumption properties of these mutants individually is very laborious. We show we can evaluate sugar co‐consumption properties in parallel by culturing the mutants in selection and applying a novel approach that computes mutant growth rates in selection using chromosomal barcode counts obtained from Next‐Generation Sequencing. We validate this multiplex growth rate phenotyping approach with individual mutant pure cultures, identify new instances of mutants cross‐feeding on metabolic byproducts, and, importantly, find that the rates of glucose and xylose co‐consumption can be tuned by altering glucokinase expression in ourmore »
- Authors:
-
- Department of Chemical and Biological Engineering University of Colorado Boulder Colorado
- Biofrontiers Institute University of Colorado Boulder Colorado
- Publication Date:
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1400465
- Grant/Contract Number:
- BER DE‐SCOOO8812
- Resource Type:
- Publisher's Accepted Manuscript
- Journal Name:
- Biotechnology and Bioengineering
- Additional Journal Information:
- Journal Name: Biotechnology and Bioengineering Journal Volume: 114 Journal Issue: 4; Journal ID: ISSN 0006-3592
- Publisher:
- Wiley Blackwell (John Wiley & Sons)
- Country of Publication:
- United States
- Language:
- English
Citation Formats
Groot, Joost, Cepress‐Mclean, Sidney C., Robbins‐Pianka, Adam, Knight, Rob, and Gill, Ryan T. Multiplex growth rate phenotyping of synthetic mutants in selection to engineer glucose and xylose co‐utilization in Escherichia coli. United States: N. p., 2016.
Web. doi:10.1002/bit.26217.
Groot, Joost, Cepress‐Mclean, Sidney C., Robbins‐Pianka, Adam, Knight, Rob, & Gill, Ryan T. Multiplex growth rate phenotyping of synthetic mutants in selection to engineer glucose and xylose co‐utilization in Escherichia coli. United States. https://doi.org/10.1002/bit.26217
Groot, Joost, Cepress‐Mclean, Sidney C., Robbins‐Pianka, Adam, Knight, Rob, and Gill, Ryan T. Thu .
"Multiplex growth rate phenotyping of synthetic mutants in selection to engineer glucose and xylose co‐utilization in Escherichia coli". United States. https://doi.org/10.1002/bit.26217.
@article{osti_1400465,
title = {Multiplex growth rate phenotyping of synthetic mutants in selection to engineer glucose and xylose co‐utilization in Escherichia coli},
author = {Groot, Joost and Cepress‐Mclean, Sidney C. and Robbins‐Pianka, Adam and Knight, Rob and Gill, Ryan T.},
abstractNote = {ABSTRACT Engineering the simultaneous consumption of glucose and xylose sugars is critical to enable the sustainable production of biofuels from lignocellulosic biomass. In most major industrial microorganisms glucose completely inhibits the uptake of xylose, limiting efficient sugar mixture conversion. In E . coli removal of the major glucose transporter PTS allows for glucose and xylose co‐consumption but only after prolonged adaptation, which is an effective process but hard to control and prone to co‐evolving undesired traits. Here we synthetically engineer mutants to target sugar co‐consumption properties; we subject a PTS − mutant to a short adaptive step and subsequently either delete or overexpress key genes previously suggested to affect sugar consumption. Screening the co‐consumption properties of these mutants individually is very laborious. We show we can evaluate sugar co‐consumption properties in parallel by culturing the mutants in selection and applying a novel approach that computes mutant growth rates in selection using chromosomal barcode counts obtained from Next‐Generation Sequencing. We validate this multiplex growth rate phenotyping approach with individual mutant pure cultures, identify new instances of mutants cross‐feeding on metabolic byproducts, and, importantly, find that the rates of glucose and xylose co‐consumption can be tuned by altering glucokinase expression in our PTS − background. Biotechnol. Bioeng. 2017;114: 885–893. © 2016 Wiley Periodicals, Inc.},
doi = {10.1002/bit.26217},
journal = {Biotechnology and Bioengineering},
number = 4,
volume = 114,
place = {United States},
year = {Thu Dec 15 00:00:00 EST 2016},
month = {Thu Dec 15 00:00:00 EST 2016}
}
https://doi.org/10.1002/bit.26217
Web of Science
Works referenced in this record:
Relative rates of sugar utilization by an ethanologenic recombinantEscherichia coli using mixtures of glucose, mannose, and xylose
journal, March 1994
- Lawford, Hugh G.; Rousseau, Joyce D.
- Applied Biochemistry and Biotechnology, Vol. 45-46, Issue 1
Autoregulation of lactose uptake through the LacYpermease by enzyme IIAGlc of the PTS in Escherichia coli K-12
journal, April 1999
- Hogema, Boris M.; Arents, Jos C.; Bader, Rechien
- Molecular Microbiology, Vol. 31, Issue 6
Effect ofrpoS gene knockout on the metabolism ofEscherichia coli during exponential growth phase and early stationary phase based on gene expressions, enzyme activities and intracellular metabolite concentrations
journal, June 2006
- Rahman, Mahbuba; Hasan, Mohammad Rubayet; Oba, Takahiro
- Biotechnology and Bioengineering, Vol. 94, Issue 3
Quantitative phenotyping via deep barcode sequencing
journal, July 2009
- Smith, A. M.; Heisler, L. E.; Mellor, J.
- Genome Research, Vol. 19, Issue 10
The ptsH, ptsI, and crr genes of the Escherichia coli phosphoenolpyruvate-dependent phosphotransferase system: a complex operon with several modes of transcription.
journal, September 1988
- De Reuse, H.; Danchin, A.
- Journal of Bacteriology, Vol. 170, Issue 9
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
Speed versus Efficiency in Microbial Growth and the Role of Parallel Pathways
journal, February 2002
- Helling, R. B.
- Journal of Bacteriology, Vol. 184, Issue 4
Comparative studies of Escherichia coli strains using different glucose uptake systems: Metabolism and energetics
journal, December 1997
- Chen, Ruizhen; Yap, Wyanda M. G. J.; Postma, Pieter W.
- Biotechnology and Bioengineering, Vol. 56, Issue 5, p. 583-590
An evolved xylose transporter from Zymomonas mobilis enhances sugar transport in Escherichia coli
journal, January 2009
- Ren, Chuan; Chen, Tingjian; Zhang, Jingqing
- Microbial Cell Factories, Vol. 8, Issue 1
How Phosphotransferase System-Related Protein Phosphorylation Regulates Carbohydrate Metabolism in Bacteria
journal, December 2006
- Deutscher, J.; Francke, C.; Postma, P. W.
- Microbiology and Molecular Biology Reviews, Vol. 70, Issue 4, p. 939-1031
Simultaneous utilization of glucose and xylose via novel mechanisms in engineered Escherichia coli
journal, July 2015
- Kim, Suk Min; Choi, Bae Young; Ryu, Young Shin
- Metabolic Engineering, Vol. 30
Competition for mixed substrates by microbial populations
journal, August 1977
- Yoon, H.; Klinzing, G.; Blanch, H. W.
- Biotechnology and Bioengineering, Vol. 19, Issue 8
QIIME allows analysis of high-throughput community sequencing data
journal, April 2010
- Caporaso, J. Gregory; Kuczynski, Justin; Stombaugh, Jesse
- Nature Methods, Vol. 7, Issue 5
Condition-Dependent Cell Volume and Concentration of Escherichia coli to Facilitate Data Conversion for Systems Biology Modeling
journal, July 2011
- Volkmer, Benjamin; Heinemann, Matthias
- PLoS ONE, Vol. 6, Issue 7
Simultaneous utilization of glucose, xylose and arabinose in the presence of acetate by a consortium of Escherichia coli strains
journal, January 2012
- Xia, Tian; Eiteman, Mark A.; Altman, Elliot
- Microbial Cell Factories, Vol. 11, Issue 1
Recombineering: a homologous recombination-based method of genetic engineering
journal, January 2009
- Sharan, Shyam K.; Thomason, Lynn C.; Kuznetsov, Sergey G.
- Nature Protocols, Vol. 4, Issue 2
Culture Medium for Enterobacteria
journal, January 1974
- Neidhardt, Frederick C.; Bloch, Philip L.; Smith, David F.
- Journal of Bacteriology, Vol. 119, Issue 3
Simultaneous uptake of lignocellulose-based monosaccharides by Escherichia coli : Simultaneous Uptake of Monosaccharides by
journal, January 2014
- Jarmander, Johan; Hallström, Björn M.; Larsson, Gen
- Biotechnology and Bioengineering, Vol. 111, Issue 6
Adaptive Evolution of Escherichia coli Inactivated in the Phosphotransferase System Operon Improves Co-utilization of Xylose and Glucose Under Anaerobic Conditions
journal, August 2010
- Balderas-Hernández, Victor Emmanuel; Hernández-Montalvo, Verónica; Bolívar, Francisco
- Applied Biochemistry and Biotechnology, Vol. 163, Issue 4
Carbon catabolite repression in bacteria: many ways to make the most out of nutrients
journal, August 2008
- Görke, Boris; Stülke, Jörg
- Nature Reviews Microbiology, Vol. 6, Issue 8, p. 613-624
Novel approach to engineer strains for simultaneous sugar utilization
journal, November 2013
- Gawand, Pratish; Hyland, Patrick; Ekins, Andrew
- Metabolic Engineering, Vol. 20
Trehalase of Escherichia coli. Mapping and cloning of its structural gene and identification of the enzyme as a periplasmic protein induced under high osmolarity growth conditions.
journal, September 1987
- Boos, W.; Ehmann, U.; Bremer, E.
- Journal of Biological Chemistry, Vol. 262, Issue 27
Expression of galP and glk in a Escherichia coli PTS mutant restores glucose transport and increases glycolytic flux to fermentation products
journal, June 2003
- Hernández-Montalvo, Verónica; Martínez, Alfredo; Hernández-Chavez, Georgina
- Biotechnology and Bioengineering, Vol. 83, Issue 6
System-Level Analysis of Genes and Functions Affecting Survival During Nutrient Starvation in Saccharomyces cerevisiae
journal, October 2010
- Gresham, David; Boer, Viktor M.; Caudy, Amy
- Genetics, Vol. 187, Issue 1
Characterization of sugar mixtures utilization by an Escherichia coli mutant devoid of the phosphotransferase system
journal, October 2001
- Hernández-Montalvo, V.; Valle, F.; Bolivar, F.
- Applied Microbiology and Biotechnology, Vol. 57, Issue 1-2, p. 186-191
Fitness and its role in evolutionary genetics
journal, August 2009
- Orr, H. Allen
- Nature Reviews Genetics, Vol. 10, Issue 8
One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products
journal, May 2000
- Datsenko, K. A.; Wanner, B. L.
- Proceedings of the National Academy of Sciences, Vol. 97, Issue 12, p. 6640-6645
Glucose Transport in Escherichia coli Mutant Strains with Defects in Sugar Transport Systems
journal, August 2012
- Steinsiek, S.; Bettenbrock, K.
- Journal of Bacteriology, Vol. 194, Issue 21
Rapid profiling of a microbial genome using mixtures of barcoded oligonucleotides
journal, July 2010
- Warner, Joseph R.; Reeder, Philippa J.; Karimpour-Fard, Anis
- Nature Biotechnology, Vol. 28, Issue 8, p. 856-862
Sugar transporters in efficient utilization of mixed sugar substrates: current knowledge and outlook
journal, October 2009
- Jojima, Toru; Omumasaba, Crispinus A.; Inui, Masayuki
- Applied Microbiology and Biotechnology, Vol. 85, Issue 3
Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms
journal, March 2012
- Caporaso, J. Gregory; Lauber, Christian L.; Walters, William A.
- The ISME Journal, Vol. 6, Issue 8
A new mechanistic growth model for simultaneous determination of lag phase duration and exponential growth rate and a new Bĕlehdrádek-type model for evaluating the effect of temperature on growth rate
journal, June 2011
- Huang, Lihan
- Food Microbiology, Vol. 28, Issue 4
Combinatorial modulation of galP and glk gene expression for improved alternative glucose utilization
journal, December 2011
- Lu, Jiao; Tang, Jinlei; Liu, Yi
- Applied Microbiology and Biotechnology, Vol. 93, Issue 6
A genomics approach to improve the analysis and design of strain selections
journal, May 2008
- Warnecke, T. E.; Lynch, M. D.; Karimpour-Fard, A.
- Metabolic Engineering, Vol. 10, Issue 3-4, p. 154-165
Recent progress in metabolic engineering for the production of biofuels and biochemicals from renewable sources with particular emphasis on catabolite regulation and its modulation
journal, September 2013
- Yao, Ruilian; Shimizu, Kazuyuki
- Process Biochemistry, Vol. 48, Issue 9
Transcription Analysis of Central Metabolism Genes in Escherichia coli. Possible Roles of σ38 in Their Expression, as a Response to Carbon Limitation
journal, October 2009
- Olvera, Leticia; Mendoza-Vargas, Alfredo; Flores, Noemí
- PLoS ONE, Vol. 4, Issue 10
Phosphoenolpyruvate:carbohydrate phosphotransferase systems of bacteria.
journal, January 1993
- Postma, P. W.; Lengeler, J. W.; Jacobson, G. R.
- Microbiological Reviews, Vol. 57, Issue 3
EcoCyc: fusing model organism databases with systems biology
journal, November 2012
- Keseler, Ingrid M.; Mackie, Amanda; Peralta-Gil, Martin
- Nucleic Acids Research, Vol. 41, Issue D1
A hidden square-root boundary between growth rate and biomass yield
journal, January 2009
- Wong, Wilson W.; Tran, Linh M.; Liao, James C.
- Biotechnology and Bioengineering, Vol. 102, Issue 1