Literature DB >> 30022156

Multiple stable states in microbial communities explained by the stable marriage problem.

Akshit Goyal1, Veronika Dubinkina2, Sergei Maslov3.   

Abstract

Experimental studies of microbial communities routinely reveal that they have multiple stable states. While each of these states is generally resilient, certain perturbations such as antibiotics, probiotics, and diet shifts, result in transitions to other states. Can we reliably both predict such stable states as well as direct and control transitions between them? Here we present a new conceptual model-inspired by the stable marriage problem in game theory and economics-in which microbial communities naturally exhibit multiple stable states, each state with a different species' abundance profile. Our model's core ingredient is that microbes utilize nutrients one at a time while competing with each other. Using only two ranked tables, one with microbes' nutrient preferences and one with their competitive abilities, we can determine all possible stable states as well as predict inter-state transitions, triggered by the removal or addition of a specific nutrient or microbe. Further, using an example of seven Bacteroides species common to the human gut utilizing nine polysaccharides, we predict that mutual complementarity in nutrient preferences enables these species to coexist at high abundances.

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Year:  2018        PMID: 30022156      PMCID: PMC6246551          DOI: 10.1038/s41396-018-0222-x

Source DB:  PubMed          Journal:  ISME J        ISSN: 1751-7362            Impact factor:   10.302


  44 in total

1.  Higher-order interactions stabilize dynamics in competitive network models.

Authors:  Jacopo Grilli; György Barabás; Matthew J Michalska-Smith; Stefano Allesina
Journal:  Nature       Date:  2017-07-26       Impact factor: 49.962

2.  Diversity, Stability, and Reproducibility in Stochastically Assembled Microbial Ecosystems.

Authors:  Akshit Goyal; Sergei Maslov
Journal:  Phys Rev Lett       Date:  2018-04-13       Impact factor: 9.161

3.  Ecological Networks over the Edge: Hypergraph Trait-Mediated Indirect Interaction (TMII) Structure.

Authors:  Antonio J Golubski; Erik E Westlund; John Vandermeer; Mercedes Pascual
Journal:  Trends Ecol Evol       Date:  2016-02-26       Impact factor: 17.712

4.  An ecological network of polysaccharide utilization among human intestinal symbionts.

Authors:  Seth Rakoff-Nahoum; Michael J Coyne; Laurie E Comstock
Journal:  Curr Biol       Date:  2013-12-12       Impact factor: 10.834

5.  Complementary Mechanisms for Degradation of Inulin-Type Fructans and Arabinoxylan Oligosaccharides among Bifidobacterial Strains Suggest Bacterial Cooperation.

Authors:  Audrey Rivière; Marija Selak; Annelies Geirnaert; Pieter Van den Abbeele; Luc De Vuyst
Journal:  Appl Environ Microbiol       Date:  2018-04-16       Impact factor: 4.792

Review 6.  Sequencing and beyond: integrating molecular 'omics' for microbial community profiling.

Authors:  Eric A Franzosa; Tiffany Hsu; Alexandra Sirota-Madi; Afrah Shafquat; Galeb Abu-Ali; Xochitl C Morgan; Curtis Huttenhower
Journal:  Nat Rev Microbiol       Date:  2015-04-27       Impact factor: 60.633

7.  Structure, function and diversity of the healthy human microbiome.

Authors: 
Journal:  Nature       Date:  2012-06-13       Impact factor: 49.962

8.  Parallelized, Aerobic, Single Carbon-Source Enrichments from Different Natural Environments Contain Divergent Microbial Communities.

Authors:  Theodore M Flynn; Jason C Koval; Stephanie M Greenwald; Sarah M Owens; Kenneth M Kemner; Dionysios A Antonopoulos
Journal:  Front Microbiol       Date:  2017-11-28       Impact factor: 5.640

9.  Reciprocal Prioritization to Dietary Glycans by Gut Bacteria in a Competitive Environment Promotes Stable Coexistence.

Authors:  Yunus E Tuncil; Yao Xiao; Nathan T Porter; Bradley L Reuhs; Eric C Martens; Bruce R Hamaker
Journal:  mBio       Date:  2017-10-10       Impact factor: 7.867

10.  Deciphering microbial interactions in synthetic human gut microbiome communities.

Authors:  Ophelia S Venturelli; Alex C Carr; Garth Fisher; Ryan H Hsu; Rebecca Lau; Benjamin P Bowen; Susan Hromada; Trent Northen; Adam P Arkin
Journal:  Mol Syst Biol       Date:  2018-06-21       Impact factor: 11.429

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  19 in total

Review 1.  Pseudomonad reverse carbon catabolite repression, interspecies metabolite exchange, and consortial division of labor.

Authors:  Heejoon Park; S Lee McGill; Adrienne D Arnold; Ross P Carlson
Journal:  Cell Mol Life Sci       Date:  2019-11-25       Impact factor: 9.261

2.  The initial inoculation ratio regulates bacterial coculture interactions and metabolic capacity.

Authors:  Chun-Hui Gao; Hui Cao; Peng Cai; Søren J Sørensen
Journal:  ISME J       Date:  2020-09-04       Impact factor: 10.302

3.  Quantifying the impact of ecological memory on the dynamics of interacting communities.

Authors:  Moein Khalighi; Guilhem Sommeria-Klein; Didier Gonze; Karoline Faust; Leo Lahti
Journal:  PLoS Comput Biol       Date:  2022-06-03       Impact factor: 4.779

4.  Multistability and regime shifts in microbial communities explained by competition for essential nutrients.

Authors:  Veronika Dubinkina; Yulia Fridman; Parth Pratim Pandey; Sergei Maslov
Journal:  Elife       Date:  2019-11-22       Impact factor: 8.140

Review 5.  Synthetic ecology of the human gut microbiota.

Authors:  Gino Vrancken; Ann C Gregory; Geert R B Huys; Karoline Faust; Jeroen Raes
Journal:  Nat Rev Microbiol       Date:  2019-10-02       Impact factor: 60.633

Review 6.  Microfluidic and mathematical modeling of aquatic microbial communities.

Authors:  Fangchen Liu; Andrea Giometto; Mingming Wu
Journal:  Anal Bioanal Chem       Date:  2020-11-26       Impact factor: 4.142

7.  Diauxic lags explain unexpected coexistence in multi-resource environments.

Authors:  Blox Bloxham; Hyunseok Lee; Jeff Gore
Journal:  Mol Syst Biol       Date:  2022-05       Impact factor: 13.068

8.  Uncultured Microbial Phyla Suggest Mechanisms for Multi-Thousand-Year Subsistence in Baltic Sea Sediments.

Authors:  Jordan T Bird; Eric D Tague; Laura Zinke; Jenna M Schmidt; Andrew D Steen; Brandi Reese; Ian P G Marshall; Gordon Webster; Andrew Weightman; Hector F Castro; Shawn R Campagna; Karen G Lloyd
Journal:  mBio       Date:  2019-04-16       Impact factor: 7.867

9.  Dynamic metabolic adaptation can promote species coexistence in competitive microbial communities.

Authors:  Leonardo Pacciani-Mori; Andrea Giometto; Samir Suweis; Amos Maritan
Journal:  PLoS Comput Biol       Date:  2020-05-07       Impact factor: 4.475

10.  Metabolic adaptations underlying genome flexibility in prokaryotes.

Authors:  Akshit Goyal
Journal:  PLoS Genet       Date:  2018-10-29       Impact factor: 5.917

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