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Mechanistic model of nutrient uptake explains dichotomy between marine oligotrophic and copiotrophic bacteria

Marine bacterial diversity is immense and believed to be driven in part by trade-offs in metabolic strategies. Here we consider heterotrophs that rely on organic carbon as an energy source and present a molecular-level model of cell metabolism that explains the dichotomy between copiotrophs—which do...

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Autores principales: Norris, Noele, Levine, Naomi M., Fernandez, Vicente I., Stocker, Roman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8168909/
https://www.ncbi.nlm.nih.gov/pubmed/34010286
http://dx.doi.org/10.1371/journal.pcbi.1009023
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author Norris, Noele
Levine, Naomi M.
Fernandez, Vicente I.
Stocker, Roman
author_facet Norris, Noele
Levine, Naomi M.
Fernandez, Vicente I.
Stocker, Roman
author_sort Norris, Noele
collection PubMed
description Marine bacterial diversity is immense and believed to be driven in part by trade-offs in metabolic strategies. Here we consider heterotrophs that rely on organic carbon as an energy source and present a molecular-level model of cell metabolism that explains the dichotomy between copiotrophs—which dominate in carbon-rich environments—and oligotrophs—which dominate in carbon-poor environments—as the consequence of trade-offs between nutrient transport systems. While prototypical copiotrophs, like Vibrios, possess numerous phosphotransferase systems (PTS), prototypical oligotrophs, such as SAR11, lack PTS and rely on ATP-binding cassette (ABC) transporters, which use binding proteins. We develop models of both transport systems and use them in proteome allocation problems to predict the optimal nutrient uptake and metabolic strategy as a function of carbon availability. We derive a Michaelis–Menten approximation of ABC transport, analytically demonstrating how the half-saturation concentration is a function of binding protein abundance. We predict that oligotrophs can attain nanomolar half-saturation concentrations using binding proteins with only micromolar dissociation constants and while closely matching transport and metabolic capacities. However, our model predicts that this requires large periplasms and that the slow diffusion of the binding proteins limits uptake. Thus, binding proteins are critical for oligotrophic survival yet severely constrain growth rates. We propose that this trade-off fundamentally shaped the divergent evolution of oligotrophs and copiotrophs.
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spelling pubmed-81689092021-06-11 Mechanistic model of nutrient uptake explains dichotomy between marine oligotrophic and copiotrophic bacteria Norris, Noele Levine, Naomi M. Fernandez, Vicente I. Stocker, Roman PLoS Comput Biol Research Article Marine bacterial diversity is immense and believed to be driven in part by trade-offs in metabolic strategies. Here we consider heterotrophs that rely on organic carbon as an energy source and present a molecular-level model of cell metabolism that explains the dichotomy between copiotrophs—which dominate in carbon-rich environments—and oligotrophs—which dominate in carbon-poor environments—as the consequence of trade-offs between nutrient transport systems. While prototypical copiotrophs, like Vibrios, possess numerous phosphotransferase systems (PTS), prototypical oligotrophs, such as SAR11, lack PTS and rely on ATP-binding cassette (ABC) transporters, which use binding proteins. We develop models of both transport systems and use them in proteome allocation problems to predict the optimal nutrient uptake and metabolic strategy as a function of carbon availability. We derive a Michaelis–Menten approximation of ABC transport, analytically demonstrating how the half-saturation concentration is a function of binding protein abundance. We predict that oligotrophs can attain nanomolar half-saturation concentrations using binding proteins with only micromolar dissociation constants and while closely matching transport and metabolic capacities. However, our model predicts that this requires large periplasms and that the slow diffusion of the binding proteins limits uptake. Thus, binding proteins are critical for oligotrophic survival yet severely constrain growth rates. We propose that this trade-off fundamentally shaped the divergent evolution of oligotrophs and copiotrophs. Public Library of Science 2021-05-19 /pmc/articles/PMC8168909/ /pubmed/34010286 http://dx.doi.org/10.1371/journal.pcbi.1009023 Text en https://creativecommons.org/publicdomain/zero/1.0/This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Norris, Noele
Levine, Naomi M.
Fernandez, Vicente I.
Stocker, Roman
Mechanistic model of nutrient uptake explains dichotomy between marine oligotrophic and copiotrophic bacteria
title Mechanistic model of nutrient uptake explains dichotomy between marine oligotrophic and copiotrophic bacteria
title_full Mechanistic model of nutrient uptake explains dichotomy between marine oligotrophic and copiotrophic bacteria
title_fullStr Mechanistic model of nutrient uptake explains dichotomy between marine oligotrophic and copiotrophic bacteria
title_full_unstemmed Mechanistic model of nutrient uptake explains dichotomy between marine oligotrophic and copiotrophic bacteria
title_short Mechanistic model of nutrient uptake explains dichotomy between marine oligotrophic and copiotrophic bacteria
title_sort mechanistic model of nutrient uptake explains dichotomy between marine oligotrophic and copiotrophic bacteria
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8168909/
https://www.ncbi.nlm.nih.gov/pubmed/34010286
http://dx.doi.org/10.1371/journal.pcbi.1009023
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