Exometabolomics Assisted Design and Validation of Synthetic Obligate Mutualism.

Synthetic microbial ecology has the potential to enhance the productivity and resiliency of biotechnology processes compared to approaches using single isolates. Engineering microbial consortia is challenging; however, one approach that has attracted significant attention is the creation of synthetic obligate mutualism using auxotrophic mutants that depend on each other for exchange or cross-feeding of metabolites. Here, we describe the integration of mutant library fitness profiling with mass spectrometry based exometabolomics as a method for constructing synthetic mutualism based on cross-feeding. Two industrially important species lacking known ecological interactions, Zymomonas mobilis and Escherichia coli, were selected as the test species. Amino acid exometabolites identified in the spent medium of Z. mobilis were used to select three corresponding E. coli auxotrophs (proA, pheA and IlvA), as potential E. coli counterparts for the coculture. A pooled mutant fitness assay with a Z. mobilis transposon mutant library was used to identify mutants with improved growth in the presence of E. coli. An auxotroph mutant in a gene (ZMO0748) with sequence similarity to cysteine synthase A (cysK), was selected as the Z. mobilis counterpart for the coculture. Exometabolomic analysis of spent E. coli medium identified glutathione related metabolites as potentially available for rescue of the Z. mobilis cysteine synthase mutant. Three sets of cocultures between the Z. mobilis auxotroph and each of the three E. coli auxotrophs were monitored by optical density for growth and analyzed by flow cytometry to confirm high cell counts for each species. Taken together, our methods provide a technological framework for creating synthetic mutualisms combining existing screening based methods and exometabolomics for both the selection of obligate mutualism partners and elucidation of metabolites involved in auxotroph rescue.

[1]  Adam P. Arkin,et al.  Evidence-Based Annotation of Gene Function in Shewanella oneidensis MR-1 Using Genome-Wide Fitness Profiling across 121 Conditions , 2011, PLoS genetics.

[2]  Adam P. Arkin,et al.  Functional Genomics with a Comprehensive Library of Transposon Mutants for the Sulfate-Reducing Bacterium Desulfovibrio alaskensis G20 , 2014, mBio.

[3]  Adam P. Arkin,et al.  A universal TagModule collection for parallel genetic analysis of microorganisms , 2010, Nucleic acids research.

[4]  Nan Fu,et al.  A novel co-culture process with Zymomonas mobilis and Pichia stipitis for efficient ethanol production on glucose/xylose mixtures , 2009 .

[5]  P. Punt,et al.  Exometabolomics Approaches in Studying the Application of Lignocellulosic Biomass as Fermentation Feedstock , 2013, Metabolites.

[6]  Wayne M Patrick,et al.  Multicopy suppression underpins metabolic evolvability. , 2007, Molecular biology and evolution.

[7]  Terry Hazen,et al.  Molecular Systems Biology 9; Article number 674; doi:10.1038/msb.2013.30 Citation: Molecular Systems Biology 9:674 , 2022 .

[8]  Shihui Yang,et al.  Phenotype MicroArray Profiling of Zymomonas mobilis ZM4 , 2009, Applied biochemistry and biotechnology.

[9]  H. Huber,et al.  Microbial syntrophy: interaction for the common good. , 2013, FEMS microbiology reviews.

[10]  C. A. Stahl,et al.  1 Structure and Function of Microbial , 2013 .

[11]  Hans C. Bernstein,et al.  Synthetic Escherichia coli consortia engineered for syntrophy demonstrate enhanced biomass productivity. , 2012, Journal of biotechnology.

[12]  W. Wade,et al.  Strategies for culture of 'unculturable' bacteria. , 2010, FEMS microbiology letters.

[13]  H. Shimizu,et al.  Systems metabolic engineering: the creation of microbial cell factories by rational metabolic design and evolution. , 2013, Advances in biochemical engineering/biotechnology.

[14]  Juan C Aon,et al.  Exometabolome analysis reveals hypoxia at the up-scaling of a Saccharomyces cerevisiae high-cell density fed-batch biopharmaceutical process , 2014, Microbial Cell Factories.

[15]  L. S. Buzoleva,et al.  Influence of extrametabolites of marine microalgae on the reproduction of the bacterium Listeria monocytogenes , 2009, Russian Journal of Marine Biology.

[16]  L. Rasmussen,et al.  Functional Genomics , 2012, Methods in Molecular Biology.

[17]  D. Stahl,et al.  The Structure and Function of Microbial Communities , 2006 .

[18]  Peter D. Karp,et al.  EcoCyc: a comprehensive database resource for Escherichia coli , 2004, Nucleic Acids Res..

[19]  L. You,et al.  Engineering microbial systems to explore ecological and evolutionary dynamics. , 2012, Current opinion in biotechnology.

[20]  Adam M. Feist,et al.  A genome-scale metabolic reconstruction for Escherichia coli K-12 MG1655 that accounts for 1260 ORFs and thermodynamic information , 2007, Molecular systems biology.

[21]  J. Strassmann,et al.  Evolution of microbial markets , 2014, Proceedings of the National Academy of Sciences.

[22]  Adam P Arkin,et al.  The energy-conserving electron transfer system used by Desulfovibrio alaskensis strain G20 during pyruvate fermentation involves reduction of endogenously formed fumarate and cytoplasmic and membrane-bound complexes, Hdr-Flox and Rnf. , 2014, Environmental microbiology.

[23]  Mariana Benítez,et al.  Ecological perspectives on synthetic biology: insights from microbial population biology , 2015, Front. Microbiol..

[24]  G. Khachatourians,et al.  Isolation of Noninhibitory Strains of Zymomonas mobilis , 1985, Applied and environmental microbiology.

[25]  Sam P. Brown,et al.  The demographic determinants of human microbiome health. , 2015, Trends in microbiology.

[26]  P. Rogers,et al.  Minimal Medium for Isolation of Auxotrophic Zymomonas Mutants , 1982, Applied and environmental microbiology.

[27]  W. Lu,et al.  An ethanol-tolerant recombinant Escherichia coli expressing Zymomonas mobilis pdc and adhB genes for enhanced ethanol production from xylose , 2008, Biotechnology Letters.

[28]  Michael Y. Galperin,et al.  The COG database: new developments in phylogenetic classification of proteins from complete genomes , 2001, Nucleic Acids Res..

[29]  L. N. Petrov,et al.  Regulatory functions of bacterial exometabolites , 2006, Microbiology.

[30]  Hyun Seok Park,et al.  The genome sequence of the ethanologenic bacterium Zymomonas mobilis ZM4 , 2005, Nature Biotechnology.

[31]  A. Arkin,et al.  Metabolic footprinting of mutant libraries to map metabolite utilization to genotype. , 2013, ACS chemical biology.

[32]  R. Gunsalus,et al.  Microbial syntrophy: Ecosystem-level biochemical cooperation , 2011 .

[33]  J. Gordon,et al.  Identifying microbial fitness determinants by insertion sequencing using genome-wide transposon mutant libraries , 2011, Nature Protocols.

[34]  Harris H. Wang,et al.  Engineering ecosystems and synthetic ecologies. , 2012, Molecular bioSystems.

[35]  Andrew R. Joyce,et al.  Experimental and Computational Assessment of Conditionally Essential Genes in Escherichia coli , 2006, Journal of bacteriology.

[36]  Richard Baran,et al.  Functional Genomics of Novel Secondary Metabolites from Diverse Cyanobacteria Using Untargeted Metabolomics , 2013, Marine drugs.

[37]  Kelly M. Wetmore,et al.  Indirect and suboptimal control of gene expression is widespread in bacteria , 2013, Molecular systems biology.

[38]  C. Chenu,et al.  Gas chromatographic metabolic profiling: a sensitive tool for functional microbial ecology. , 2008, Journal of microbiological methods.

[39]  Adam P. Arkin,et al.  Towards an Informative Mutant Phenotype for Every Bacterial Gene , 2014, Journal of bacteriology.

[40]  N. Krogan,et al.  Phenotypic Landscape of a Bacterial Cell , 2011, Cell.

[41]  Jing Zhang,et al.  Ethanol production from dilute-acid softwood hydrolysate by co-culture , 2006, Applied biochemistry and biotechnology.

[42]  Xiaoxia Nina Lin,et al.  A Programmable Escherichia coli Consortium via Tunable Symbiosis , 2012, PloS one.

[43]  David A. Stahl,et al.  Rapid evolution of stability and productivity at the origin of a microbial mutualism , 2010, Proceedings of the National Academy of Sciences.

[44]  James J Collins,et al.  Syntrophic exchange in synthetic microbial communities , 2014, Proceedings of the National Academy of Sciences.

[45]  J. Raes,et al.  Microbial interactions: from networks to models , 2012, Nature Reviews Microbiology.

[46]  H. Mori,et al.  Construction of Escherichia coli K-12 in-frame, single-gene knockout mutants: the Keio collection , 2006, Molecular systems biology.

[47]  Trevor R. Zuroff,et al.  Developing symbiotic consortia for lignocellulosic biofuel production , 2012, Applied Microbiology and Biotechnology.

[48]  T. Northen,et al.  Untargeted metabolic footprinting reveals a surprising breadth of metabolite uptake and release by Synechococcus sp. PCC 7002. , 2011, Molecular bioSystems.