Cargando…

The genetic basis for adaptation of model-designed syntrophic co-cultures

Understanding the fundamental characteristics of microbial communities could have far reaching implications for human health and applied biotechnology. Despite this, much is still unknown regarding the genetic basis and evolutionary strategies underlying the formation of viable synthetic communities...

Descripción completa

Detalles Bibliográficos
Autores principales: Lloyd, Colton J., King, Zachary A., Sandberg, Troy E., Hefner, Ying, Olson, Connor A., Phaneuf, Patrick V., O’Brien, Edward J., Sanders, Jon G., Salido, Rodolfo A., Sanders, Karenina, Brennan, Caitriona, Humphrey, Gregory, Knight, Rob, Feist, Adam M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6415869/
https://www.ncbi.nlm.nih.gov/pubmed/30822347
http://dx.doi.org/10.1371/journal.pcbi.1006213
_version_ 1783403250471403520
author Lloyd, Colton J.
King, Zachary A.
Sandberg, Troy E.
Hefner, Ying
Olson, Connor A.
Phaneuf, Patrick V.
O’Brien, Edward J.
Sanders, Jon G.
Salido, Rodolfo A.
Sanders, Karenina
Brennan, Caitriona
Humphrey, Gregory
Knight, Rob
Feist, Adam M.
author_facet Lloyd, Colton J.
King, Zachary A.
Sandberg, Troy E.
Hefner, Ying
Olson, Connor A.
Phaneuf, Patrick V.
O’Brien, Edward J.
Sanders, Jon G.
Salido, Rodolfo A.
Sanders, Karenina
Brennan, Caitriona
Humphrey, Gregory
Knight, Rob
Feist, Adam M.
author_sort Lloyd, Colton J.
collection PubMed
description Understanding the fundamental characteristics of microbial communities could have far reaching implications for human health and applied biotechnology. Despite this, much is still unknown regarding the genetic basis and evolutionary strategies underlying the formation of viable synthetic communities. By pairing auxotrophic mutants in co-culture, it has been demonstrated that viable nascent E. coli communities can be established where the mutant strains are metabolically coupled. A novel algorithm, OptAux, was constructed to design 61 unique multi-knockout E. coli auxotrophic strains that require significant metabolite uptake to grow. These predicted knockouts included a diverse set of novel non-specific auxotrophs that result from inhibition of major biosynthetic subsystems. Three OptAux predicted non-specific auxotrophic strains—with diverse metabolic deficiencies—were co-cultured with an L-histidine auxotroph and optimized via adaptive laboratory evolution (ALE). Time-course sequencing revealed the genetic changes employed by each strain to achieve higher community growth rates and provided insight into mechanisms for adapting to the syntrophic niche. A community model of metabolism and gene expression was utilized to predict the relative community composition and fundamental characteristics of the evolved communities. This work presents new insight into the genetic strategies underlying viable nascent community formation and a cutting-edge computational method to elucidate metabolic changes that empower the creation of cooperative communities.
format Online
Article
Text
id pubmed-6415869
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-64158692019-04-01 The genetic basis for adaptation of model-designed syntrophic co-cultures Lloyd, Colton J. King, Zachary A. Sandberg, Troy E. Hefner, Ying Olson, Connor A. Phaneuf, Patrick V. O’Brien, Edward J. Sanders, Jon G. Salido, Rodolfo A. Sanders, Karenina Brennan, Caitriona Humphrey, Gregory Knight, Rob Feist, Adam M. PLoS Comput Biol Research Article Understanding the fundamental characteristics of microbial communities could have far reaching implications for human health and applied biotechnology. Despite this, much is still unknown regarding the genetic basis and evolutionary strategies underlying the formation of viable synthetic communities. By pairing auxotrophic mutants in co-culture, it has been demonstrated that viable nascent E. coli communities can be established where the mutant strains are metabolically coupled. A novel algorithm, OptAux, was constructed to design 61 unique multi-knockout E. coli auxotrophic strains that require significant metabolite uptake to grow. These predicted knockouts included a diverse set of novel non-specific auxotrophs that result from inhibition of major biosynthetic subsystems. Three OptAux predicted non-specific auxotrophic strains—with diverse metabolic deficiencies—were co-cultured with an L-histidine auxotroph and optimized via adaptive laboratory evolution (ALE). Time-course sequencing revealed the genetic changes employed by each strain to achieve higher community growth rates and provided insight into mechanisms for adapting to the syntrophic niche. A community model of metabolism and gene expression was utilized to predict the relative community composition and fundamental characteristics of the evolved communities. This work presents new insight into the genetic strategies underlying viable nascent community formation and a cutting-edge computational method to elucidate metabolic changes that empower the creation of cooperative communities. Public Library of Science 2019-03-01 /pmc/articles/PMC6415869/ /pubmed/30822347 http://dx.doi.org/10.1371/journal.pcbi.1006213 Text en © 2019 Lloyd et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Lloyd, Colton J.
King, Zachary A.
Sandberg, Troy E.
Hefner, Ying
Olson, Connor A.
Phaneuf, Patrick V.
O’Brien, Edward J.
Sanders, Jon G.
Salido, Rodolfo A.
Sanders, Karenina
Brennan, Caitriona
Humphrey, Gregory
Knight, Rob
Feist, Adam M.
The genetic basis for adaptation of model-designed syntrophic co-cultures
title The genetic basis for adaptation of model-designed syntrophic co-cultures
title_full The genetic basis for adaptation of model-designed syntrophic co-cultures
title_fullStr The genetic basis for adaptation of model-designed syntrophic co-cultures
title_full_unstemmed The genetic basis for adaptation of model-designed syntrophic co-cultures
title_short The genetic basis for adaptation of model-designed syntrophic co-cultures
title_sort genetic basis for adaptation of model-designed syntrophic co-cultures
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6415869/
https://www.ncbi.nlm.nih.gov/pubmed/30822347
http://dx.doi.org/10.1371/journal.pcbi.1006213
work_keys_str_mv AT lloydcoltonj thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT kingzacharya thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT sandbergtroye thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT hefnerying thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT olsonconnora thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT phaneufpatrickv thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT obrienedwardj thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT sandersjong thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT salidorodolfoa thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT sanderskarenina thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT brennancaitriona thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT humphreygregory thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT knightrob thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT feistadamm thegeneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT lloydcoltonj geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT kingzacharya geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT sandbergtroye geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT hefnerying geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT olsonconnora geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT phaneufpatrickv geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT obrienedwardj geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT sandersjong geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT salidorodolfoa geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT sanderskarenina geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT brennancaitriona geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT humphreygregory geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT knightrob geneticbasisforadaptationofmodeldesignedsyntrophiccocultures
AT feistadamm geneticbasisforadaptationofmodeldesignedsyntrophiccocultures