Cargando…

Polarization of microbial communities between competitive and cooperative metabolism

Resource competition and metabolic cross-feeding are among the main drivers of microbial community assembly. Yet, the degree to which these two conflicting forces are reflected in the composition of natural communities has not been systematically investigated. Here we use genome-scale metabolic mode...

Descripción completa

Detalles Bibliográficos
Autores principales: Machado, Daniel, Maistrenko, Oleksandr M., Andrejev, Sergej, Kim, Yongkyu, Bork, Peer, Patil, Kaustubh R., Patil, Kiran R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7610595/
https://www.ncbi.nlm.nih.gov/pubmed/33398106
http://dx.doi.org/10.1038/s41559-020-01353-4
_version_ 1783605208761237504
author Machado, Daniel
Maistrenko, Oleksandr M.
Andrejev, Sergej
Kim, Yongkyu
Bork, Peer
Patil, Kaustubh R.
Patil, Kiran R.
author_facet Machado, Daniel
Maistrenko, Oleksandr M.
Andrejev, Sergej
Kim, Yongkyu
Bork, Peer
Patil, Kaustubh R.
Patil, Kiran R.
author_sort Machado, Daniel
collection PubMed
description Resource competition and metabolic cross-feeding are among the main drivers of microbial community assembly. Yet, the degree to which these two conflicting forces are reflected in the composition of natural communities has not been systematically investigated. Here we use genome-scale metabolic modeling to assess resource competition and metabolic cooperation potential in large co-occurring groups (up to 40 members) across thousands of habitats. Our analysis revealed two distinct community types, clustering at opposite ends in a trade-off between competition and cooperation. On one end, lie highly cooperative communities, characterized by smaller genomes and multiple auxotrophies. At the other end, lie highly competitive communities, featuring larger genomes, overlapping nutritional requirements, and harboring more genes related to antimicrobial activity. While the latter are mainly present in soils, the former are found both in free-living and host-associated habitats. Community-scale flux simulations showed that, while the competitive communities can better resist species invasion but not nutrient shift, the cooperative communities are susceptible to species invasion but resilient to nutrient change. In accord, we show, through analyzing an additional dataset, that colonization by probiotic species is positively associated with the presence of cooperative species in the recipient microbiome. Together, our analysis highlights the bifurcation between competitive and cooperative metabolism in the assembly of natural communities and its implications for community modulation.
format Online
Article
Text
id pubmed-7610595
institution National Center for Biotechnology Information
language English
publishDate 2021
record_format MEDLINE/PubMed
spelling pubmed-76105952021-07-04 Polarization of microbial communities between competitive and cooperative metabolism Machado, Daniel Maistrenko, Oleksandr M. Andrejev, Sergej Kim, Yongkyu Bork, Peer Patil, Kaustubh R. Patil, Kiran R. Nat Ecol Evol Article Resource competition and metabolic cross-feeding are among the main drivers of microbial community assembly. Yet, the degree to which these two conflicting forces are reflected in the composition of natural communities has not been systematically investigated. Here we use genome-scale metabolic modeling to assess resource competition and metabolic cooperation potential in large co-occurring groups (up to 40 members) across thousands of habitats. Our analysis revealed two distinct community types, clustering at opposite ends in a trade-off between competition and cooperation. On one end, lie highly cooperative communities, characterized by smaller genomes and multiple auxotrophies. At the other end, lie highly competitive communities, featuring larger genomes, overlapping nutritional requirements, and harboring more genes related to antimicrobial activity. While the latter are mainly present in soils, the former are found both in free-living and host-associated habitats. Community-scale flux simulations showed that, while the competitive communities can better resist species invasion but not nutrient shift, the cooperative communities are susceptible to species invasion but resilient to nutrient change. In accord, we show, through analyzing an additional dataset, that colonization by probiotic species is positively associated with the presence of cooperative species in the recipient microbiome. Together, our analysis highlights the bifurcation between competitive and cooperative metabolism in the assembly of natural communities and its implications for community modulation. 2021-02-01 2021-01-04 /pmc/articles/PMC7610595/ /pubmed/33398106 http://dx.doi.org/10.1038/s41559-020-01353-4 Text en http://www.nature.com/authors/editorial_policies/license.html#termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Machado, Daniel
Maistrenko, Oleksandr M.
Andrejev, Sergej
Kim, Yongkyu
Bork, Peer
Patil, Kaustubh R.
Patil, Kiran R.
Polarization of microbial communities between competitive and cooperative metabolism
title Polarization of microbial communities between competitive and cooperative metabolism
title_full Polarization of microbial communities between competitive and cooperative metabolism
title_fullStr Polarization of microbial communities between competitive and cooperative metabolism
title_full_unstemmed Polarization of microbial communities between competitive and cooperative metabolism
title_short Polarization of microbial communities between competitive and cooperative metabolism
title_sort polarization of microbial communities between competitive and cooperative metabolism
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7610595/
https://www.ncbi.nlm.nih.gov/pubmed/33398106
http://dx.doi.org/10.1038/s41559-020-01353-4
work_keys_str_mv AT machadodaniel polarizationofmicrobialcommunitiesbetweencompetitiveandcooperativemetabolism
AT maistrenkooleksandrm polarizationofmicrobialcommunitiesbetweencompetitiveandcooperativemetabolism
AT andrejevsergej polarizationofmicrobialcommunitiesbetweencompetitiveandcooperativemetabolism
AT kimyongkyu polarizationofmicrobialcommunitiesbetweencompetitiveandcooperativemetabolism
AT borkpeer polarizationofmicrobialcommunitiesbetweencompetitiveandcooperativemetabolism
AT patilkaustubhr polarizationofmicrobialcommunitiesbetweencompetitiveandcooperativemetabolism
AT patilkiranr polarizationofmicrobialcommunitiesbetweencompetitiveandcooperativemetabolism