Literature DB >> 35245282

Global dynamics of microbial communities emerge from local interaction rules.

Simon van Vliet1,2, Christoph Hauert1,3, Kyle Fridberg4, Martin Ackermann5,6, Alma Dal Co4,5,6,7.   

Abstract

Most microbes live in spatially structured communities (e.g., biofilms) in which they interact with their neighbors through the local exchange of diffusible molecules. To understand the functioning of these communities, it is essential to uncover how these local interactions shape community-level properties, such as the community composition, spatial arrangement, and growth rate. Here, we present a mathematical framework to derive community-level properties from the molecular mechanisms underlying the cell-cell interactions for systems consisting of two cell types. Our framework consists of two parts: a biophysical model to derive the local interaction rules (i.e. interaction range and strength) from the molecular parameters underlying the cell-cell interactions and a graph based model to derive the equilibrium properties of the community (i.e. composition, spatial arrangement, and growth rate) from these local interaction rules. Our framework shows that key molecular parameters underlying the cell-cell interactions (e.g., the uptake and leakage rates of molecules) determine community-level properties. We apply our model to mutualistic cross-feeding communities and show that spatial structure can be detrimental for these communities. Moreover, our model can qualitatively recapitulate the properties of an experimental microbial community. Our framework can be extended to a variety of systems of two interacting cell types, within and beyond the microbial world, and contributes to our understanding of how community-level properties emerge from microscopic interactions between cells.

Entities:  

Mesh:

Year:  2022        PMID: 35245282      PMCID: PMC8926250          DOI: 10.1371/journal.pcbi.1009877

Source DB:  PubMed          Journal:  PLoS Comput Biol        ISSN: 1553-734X            Impact factor:   4.475


  41 in total

Review 1.  Five rules for the evolution of cooperation.

Authors:  Martin A Nowak
Journal:  Science       Date:  2006-12-08       Impact factor: 47.728

Review 2.  Microenvironmental characteristics and physiology of biofilms in chronic infections of CF patients are strongly affected by the host immune response.

Authors:  Peter Ø Jensen; Mette Kolpen; Kasper N Kragh; Michael Kühl
Journal:  APMIS       Date:  2017-04       Impact factor: 3.205

3.  Landscape ecology: spatial heterogeneity in ecological systems.

Authors:  S T Pickett; M L Cadenasso
Journal:  Science       Date:  1995-07-21       Impact factor: 47.728

4.  Metabolic activity affects the response of single cells to a nutrient switch in structured populations.

Authors:  Alma Dal Co; Martin Ackermann; Simon van Vliet
Journal:  J R Soc Interface       Date:  2019-07-10       Impact factor: 4.118

Review 5.  Molecular mechanisms of biofilm-based antibiotic resistance and tolerance in pathogenic bacteria.

Authors:  Clayton W Hall; Thien-Fah Mah
Journal:  FEMS Microbiol Rev       Date:  2017-05-01       Impact factor: 16.408

6.  Competition and coexistence between a syntrophic consortium and a metabolic generalist, and its effect on productivity.

Authors:  Simon M Stump; Christopher A Klausmeier
Journal:  J Theor Biol       Date:  2016-06-16       Impact factor: 2.691

7.  Spatially Correlated Gene Expression in Bacterial Groups: The Role of Lineage History, Spatial Gradients, and Cell-Cell Interactions.

Authors:  Simon van Vliet; Alma Dal Co; Annina R Winkler; Stefanie Spriewald; Bärbel Stecher; Martin Ackermann
Journal:  Cell Syst       Date:  2018-04-11       Impact factor: 10.304

8.  Spatial determinants of quorum signaling in a Pseudomonas aeruginosa infection model.

Authors:  Sophie E Darch; Olja Simoska; Mignon Fitzpatrick; Juan P Barraza; Keith J Stevenson; Roger T Bonnecaze; Jason B Shear; Marvin Whiteley
Journal:  Proc Natl Acad Sci U S A       Date:  2018-04-17       Impact factor: 11.205

9.  Short-range quorum sensing controls horizontal gene transfer at micron scale in bacterial communities.

Authors:  Jordi van Gestel; Tasneem Bareia; Bar Tenennbaum; Alma Dal Co; Polina Guler; Nitzan Aframian; Shani Puyesky; Ilana Grinberg; Glen G D'Souza; Zohar Erez; Martin Ackermann; Avigdor Eldar
Journal:  Nat Commun       Date:  2021-04-19       Impact factor: 14.919

10.  Spatial structure facilitates cooperation in a social dilemma: empirical evidence from a bacterial community.

Authors:  Felix J H Hol; Peter Galajda; Krisztina Nagy; Rutger G Woolthuis; Cees Dekker; Juan E Keymer
Journal:  PLoS One       Date:  2013-10-22       Impact factor: 3.240

View more
  3 in total

1.  Social evolution of shared biofilm matrix components.

Authors:  Jung-Shen B Tai; Saikat Mukherjee; Thomas Nero; Rich Olson; Jeffrey Tithof; Carey D Nadell; Jing Yan
Journal:  Proc Natl Acad Sci U S A       Date:  2022-06-30       Impact factor: 12.779

2.  Suppressors of fixation can increase average fitness beyond amplifiers of selection.

Authors:  Nikhil Sharma; Arne Traulsen
Journal:  Proc Natl Acad Sci U S A       Date:  2022-09-06       Impact factor: 12.779

3.  Dynamic cybergenetic control of bacterial co-culture composition via optogenetic feedback.

Authors:  Joaquín Gutiérrez Mena; Sant Kumar; Mustafa Khammash
Journal:  Nat Commun       Date:  2022-08-16       Impact factor: 17.694

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.