Constrained proteome allocation affects coexistence in models of competitive microbial communities
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作者:
Leonardo Pacciani-Mori
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机构:Università degli Studi di Padova,Dipartimento di Fisica e Astronomia “Galileo Galilei”
Leonardo Pacciani-Mori
Samir Suweis
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机构:Università degli Studi di Padova,Dipartimento di Fisica e Astronomia “Galileo Galilei”
Samir Suweis
Amos Maritan
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机构:Università degli Studi di Padova,Dipartimento di Fisica e Astronomia “Galileo Galilei”
Amos Maritan
Andrea Giometto
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机构:Università degli Studi di Padova,Dipartimento di Fisica e Astronomia “Galileo Galilei”
Andrea Giometto
机构:
[1] Università degli Studi di Padova,Dipartimento di Fisica e Astronomia “Galileo Galilei”
[2] Harvard University,Department of Physics
[3] Cornell University,School of Civil and Environmental Engineering
来源:
The ISME Journal
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2021年
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15卷
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摘要:
Microbial communities are ubiquitous and play crucial roles in many natural processes. Despite their importance for the environment, industry and human health, there are still many aspects of microbial community dynamics that we do not understand quantitatively. Recent experiments have shown that the structure and composition of microbial communities are intertwined with the metabolism of the species that inhabit them, suggesting that properties at the intracellular level such as the allocation of cellular proteomic resources must be taken into account when describing microbial communities with a population dynamics approach. In this work, we reconsider one of the theoretical frameworks most commonly used to model population dynamics in competitive ecosystems, MacArthur’s consumer-resource model, in light of experimental evidence showing how proteome allocation affects microbial growth. This new framework allows us to describe community dynamics at an intermediate level of complexity between classical consumer-resource models and biochemical models of microbial metabolism, accounting for temporally-varying proteome allocation subject to constraints on growth and protein synthesis in the presence of multiple resources, while preserving analytical insight into the dynamics of the system. We first show with a simple experiment that proteome allocation needs to be accounted for to properly understand the dynamics of even the simplest microbial community, i.e. two bacterial strains competing for one common resource. Then, we study our consumer-proteome-resource model analytically and numerically to determine the conditions that allow multiple species to coexist in systems with arbitrary numbers of species and resources.
机构:
Univ British Columbia, Biodivers Res Ctr, Vancouver, BC V6T 1Z4, CanadaUniv British Columbia, Biodivers Res Ctr, Vancouver, BC V6T 1Z4, Canada
Louca, Stilianos
Doebeli, Michael
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机构:
Univ British Columbia, Dept Zool, Vancouver, BC V6T 1Z4, Canada
Univ British Columbia, Dept Math, Vancouver, BC V6T 1Z2, CanadaUniv British Columbia, Biodivers Res Ctr, Vancouver, BC V6T 1Z4, Canada
机构:
Univ Michigan, Sch Environm & Sustainabil, 440 Church St, Ann Arbor, MI 48109 USA
Univ Michigan, Cooperat Inst Great Lakes Res, 440 Church St, Ann Arbor, MI 48109 USAUniv Michigan, Sch Environm & Sustainabil, 440 Church St, Ann Arbor, MI 48109 USA
Godwin, Casey M.
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机构:
Chang, Feng-Hsun
Cardinale, Bradley J.
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机构:
Univ Michigan, Sch Environm & Sustainabil, 440 Church St, Ann Arbor, MI 48109 USA
Univ Michigan, Cooperat Inst Great Lakes Res, 440 Church St, Ann Arbor, MI 48109 USAUniv Michigan, Sch Environm & Sustainabil, 440 Church St, Ann Arbor, MI 48109 USA
机构:
Univ Elect Sci & Technol China, Sch Publ Adm, Chengdu, Peoples R ChinaUniv Elect Sci & Technol China, Sch Publ Adm, Chengdu, Peoples R China
Chen, Xia
Dong, Yucheng
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机构:
Sichuan Univ, Ctr Network Big Data & Decis Making, Business Sch, Chengdu, Peoples R ChinaUniv Elect Sci & Technol China, Sch Publ Adm, Chengdu, Peoples R China
Dong, Yucheng
Zhuang, Jun
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机构:
SUNY Buffalo, Dept Ind & Syst Engn, Buffalo, NY USAUniv Elect Sci & Technol China, Sch Publ Adm, Chengdu, Peoples R China