Tools for engineering coordinated system behaviour in synthetic microbial consortia

Advancing synthetic biology to the multicellular level requires the development of multiple cell-to-cell communication channels that propagate information with minimal signal interference. The development of quorum-sensing devices, the cornerstone technology for building microbial communities with coordinated system behaviour, has largely focused on cognate acyl-homoserine lactone (AHL)/transcription factor pairs, while the use of non-cognate pairs as a design feature has received limited attention. Here, we demonstrate a large library of AHL-receiver devices, with all cognate and non-cognate chemical signal interactions quantified, and we develop a software tool that automatically selects orthogonal communication channels. We use this approach to identify up to four orthogonal channels in silico, and experimentally demonstrate the simultaneous use of three channels in co-culture. The development of multiple non-interfering cell-to-cell communication channels is an enabling step that facilitates the design of synthetic consortia for applications including distributed bio-computation, increased bioprocess efficiency, cell specialisation and spatial organisation.The engineering of synthetic microbial communities necessitates the use of synthetic, orthogonal cell-to-cell communication channels. Here the authors present a library of characterised AHL-receiver devices and a software tool for the automatic identification of non-interfering chemical communication channels.

[1]  James C Liao,et al.  Design and characterization of synthetic fungal-bacterial consortia for direct production of isobutanol from cellulosic biomass , 2013, Proceedings of the National Academy of Sciences.

[2]  E. Greenberg,et al.  Census and consensus in bacterial ecosystems: the LuxR-LuxI family of quorum-sensing transcriptional regulators. , 1996, Annual review of microbiology.

[3]  Christopher A. Voigt,et al.  Genetic programs constructed from layered logic gates in single cells , 2012, Nature.

[4]  Shun Che,et al.  Synthetic microbial consortia for biosynthesis and biodegradation: promises and challenges , 2019, Journal of Industrial Microbiology & Biotechnology.

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

[6]  A Fiechter,et al.  Isolation and characterization of a regulatory gene affecting rhamnolipid biosurfactant synthesis in Pseudomonas aeruginosa , 1994, Journal of bacteriology.

[7]  Christopher A. Voigt,et al.  Genomic Mining of Prokaryotic Repressors for Orthogonal Logic Gates , 2013, Nature chemical biology.

[8]  James C. Hu,et al.  Gene expression from plasmids containing the araBAD promoter at subsaturating inducer concentrations represents mixed populations. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[9]  Jeff Hasty,et al.  Quorum Sensing Communication Modules for Microbial Consortia. , 2016, ACS synthetic biology.

[10]  L. Passador,et al.  Cell-to-Cell Communication in Bacteria , 2005 .

[11]  T. Vo,et al.  Escherichia coli Binary Culture Engineered for Direct Fermentation of Hemicellulose to a Biofuel , 2010, Applied and Environmental Microbiology.

[12]  D. Endy,et al.  Refinement and standardization of synthetic biological parts and devices , 2008, Nature Biotechnology.

[13]  B. Bassler,et al.  Quorum sensing: cell-to-cell communication in bacteria. , 2005, Annual review of cell and developmental biology.

[14]  Andrew Phillips,et al.  Orthogonal intercellular signaling for programmed spatial behavior , 2016, Molecular systems biology.

[15]  M. Gambello,et al.  Cloning and characterization of the Pseudomonas aeruginosa lasR gene, a transcriptional activator of elastase expression , 1991, Journal of bacteriology.

[16]  Christopher A. Voigt,et al.  Genetic circuit design automation , 2016, Science.

[17]  Stephen K. Farrand,et al.  Conjugation factor of Agrobacterium tumefaciens regulates Ti plasmid transfer by autoinduction , 1993, Nature.

[18]  Garima Goyal,et al.  Surface Display of a Functional Minicellulosome by Intracellular Complementation Using a Synthetic Yeast Consortium and Its Application to Cellulose Hydrolysis and Ethanol Production , 2010, Applied and Environmental Microbiology.

[19]  Pamela A Silver,et al.  Designing biological compartmentalization. , 2012, Trends in cell biology.

[20]  J. Zehr,et al.  Genetic engineering of multispecies microbial cell factories as an alternative for bioenergy production. , 2013, Trends in biotechnology.

[21]  Franck Molina,et al.  Detection of pathological biomarkers in human clinical samples via amplifying genetic switches and logic gates , 2015, Science Translational Medicine.

[22]  Richard M. Murray,et al.  Population regulation in microbial consortia using dual feedback control , 2017 .

[23]  Drew Endy,et al.  Measuring the activity of BioBrick promoters using an in vivo reference standard , 2009, Journal of biological engineering.

[24]  Christopher Bystroff,et al.  Directed evolution of the quorum-sensing regulator EsaR for increased signal sensitivity. , 2013, ACS chemical biology.

[25]  Thomas E. Gorochowski,et al.  Pathways to cellular supremacy in biocomputing , 2019, Nature Communications.

[26]  R. Weiss,et al.  Programmed population control by cell–cell communication and regulated killing , 2004, Nature.

[27]  J. Reiser,et al.  Autoinducer-mediated regulation of rhamnolipid biosurfactant synthesis in Pseudomonas aeruginosa. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[28]  M. Silverman,et al.  Identification of genes and gene products necessary for bacterial bioluminescence. , 1984, Proceedings of the National Academy of Sciences of the United States of America.

[29]  Jasmine Shong,et al.  Towards synthetic microbial consortia for bioprocessing. , 2012, Current opinion in biotechnology.

[30]  Mario di Bernardo,et al.  In-Silico Analysis and Implementation of a Multicellular Feedback Control Strategy in a Synthetic Bacterial Consortium. , 2017, ACS synthetic biology.

[31]  Martin Fussenegger,et al.  Synthetic two-way communication between mammalian cells , 2012, Nature Biotechnology.

[32]  Christopher A. Voigt,et al.  Robust multicellular computing using genetically encoded NOR gates and chemical ‘wires’ , 2011, Nature.

[33]  G. Stan,et al.  Quantifying cellular capacity identifies gene expression designs with reduced burden , 2015, Nature Methods.

[34]  Stefan Hennig,et al.  Artificial cell-cell communication as an emerging tool in synthetic biology applications , 2015, Journal of biological engineering.

[35]  Wael Sabra,et al.  Biosystems analysis and engineering of microbial consortia for industrial biotechnology , 2010 .

[36]  Yaniv Dotan,et al.  A Novel Host-Proteome Signature for Distinguishing between Acute Bacterial and Viral Infections , 2015, PloS one.

[37]  Somsak Phattarasukol,et al.  Activity of the Rhodopseudomonas palustris p-Coumaroyl-Homoserine Lactone-Responsive Transcription Factor RpaR , 2011, Journal of bacteriology.

[38]  E. Greenberg,et al.  Structure of the autoinducer required for expression of Pseudomonas aeruginosa virulence genes. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[39]  Richard J. R. Kelwick,et al.  A protease-based biosensor for the detection of schistosome cercariae , 2016, Scientific Reports.

[40]  A. Griffin,et al.  Social evolution theory for microorganisms , 2006, Nature Reviews Microbiology.

[41]  Kristina Stephens,et al.  Bacterial co-culture with cell signaling translator and growth controller modules for autonomously regulated culture composition , 2019, Nature Communications.

[42]  Nicolas Perry,et al.  Wiring Together Synthetic Bacterial Consortia to Create a Biological Integrated Circuit. , 2016, ACS synthetic biology.

[43]  Tom Ellis,et al.  Engineering control of bacterial cellulose production using a genetic toolkit and a new cellulose-producing strain , 2016, Proceedings of the National Academy of Sciences.

[44]  Franck Molina,et al.  Bringing next‐generation diagnostics to the clinic through synthetic biology , 2016, EMBO molecular medicine.

[45]  Timothy S. Ham,et al.  Production of the antimalarial drug precursor artemisinic acid in engineered yeast , 2006, Nature.

[46]  F. Wisniewski-Dyé,et al.  Cell-cell signalling in bacteria: not simply a matter of quorum. , 2009, FEMS microbiology ecology.

[47]  R. Weiss,et al.  Multi-input Rnai-based Logic Circuit for Identification of Specific , 2022 .

[48]  M. Dworkin,et al.  Multicellular behavior in bacteria: communication, cooperation, competition and cheating. , 2008, BioEssays : news and reviews in molecular, cellular and developmental biology.

[49]  Guillaume Lambert,et al.  Rapid, Low-Cost Detection of Zika Virus Using Programmable Biomolecular Components , 2016, Cell.

[50]  Matthew R. Bennett,et al.  Emergent genetic oscillations in a synthetic microbial consortium , 2015, Science.

[51]  F. Wisniewski-Dyé,et al.  The regulatory locus cinRI in Rhizobium leguminosarum controls a network of quorum‐sensing loci , 2000, Molecular microbiology.