Literature DB >> 27265769

Advancing microbial sciences by individual-based modelling.

Ferdi L Hellweger1, Robert J Clegg2, James R Clark3, Caroline M Plugge4, Jan-Ulrich Kreft2.   

Abstract

Remarkable technological advances have revealed ever more properties and behaviours of individual microorganisms, but the novel data generated by these techniques have not yet been fully exploited. In this Opinion article, we explain how individual-based models (IBMs) can be constructed based on the findings of such techniques and how they help to explore competitive and cooperative microbial interactions. Furthermore, we describe how IBMs have provided insights into self-organized spatial patterns from biofilms to the oceans of the world, phage-CRISPR dynamics and other emergent phenomena. Finally, we discuss how combining individual-based observations with IBMs can advance our understanding at both the individual and population levels, leading to the new approach of microbial individual-based ecology (μIBE).

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Year:  2016        PMID: 27265769     DOI: 10.1038/nrmicro.2016.62

Source DB:  PubMed          Journal:  Nat Rev Microbiol        ISSN: 1740-1526            Impact factor:   60.633


  76 in total

1.  Apparent surface associated lag time in growth of primary biofilm cells.

Authors:  A R Rice; M A Hamilton; A K Camper
Journal:  Microb Ecol       Date:  2000-07       Impact factor: 4.552

2.  Bacterial persistence as a phenotypic switch.

Authors:  Nathalie Q Balaban; Jack Merrin; Remy Chait; Lukasz Kowalik; Stanislas Leibler
Journal:  Science       Date:  2004-08-12       Impact factor: 47.728

3.  Phenotypic diversity, population growth, and information in fluctuating environments.

Authors:  Edo Kussell; Stanislas Leibler
Journal:  Science       Date:  2005-08-25       Impact factor: 47.728

4.  A microfluidic chemostat for experiments with bacterial and yeast cells.

Authors:  Alex Groisman; Caroline Lobo; HoJung Cho; J Kyle Campbell; Yann S Dufour; Ann M Stevens; Andre Levchenko
Journal:  Nat Methods       Date:  2005-09       Impact factor: 28.547

5.  Local migration promotes competitive restraint in a host-pathogen 'tragedy of the commons'.

Authors:  Benjamin Kerr; Claudia Neuhauser; Brendan J M Bohannan; Antony M Dean
Journal:  Nature       Date:  2006-07-06       Impact factor: 49.962

6.  Microbial individuality in the natural environment.

Authors:  M Ackermann
Journal:  ISME J       Date:  2012-11-22       Impact factor: 10.302

7.  Dynamic modeling of cellular populations within iBioSim.

Authors:  Jason T Stevens; Chris J Myers
Journal:  ACS Synth Biol       Date:  2012-11-29       Impact factor: 5.110

8.  Stochasticity of metabolism and growth at the single-cell level.

Authors:  Daniel J Kiviet; Philippe Nghe; Noreen Walker; Sarah Boulineau; Vanda Sunderlikova; Sander J Tans
Journal:  Nature       Date:  2014-09-03       Impact factor: 49.962

9.  Strong inter-population cooperation leads to partner intermixing in microbial communities.

Authors:  Babak Momeni; Kristen A Brileya; Matthew W Fields; Wenying Shou
Journal:  Elife       Date:  2013-01-22       Impact factor: 8.140

10.  Complete nitrification by Nitrospira bacteria.

Authors:  Holger Daims; Elena V Lebedeva; Petra Pjevac; Ping Han; Craig Herbold; Mads Albertsen; Nico Jehmlich; Marton Palatinszky; Julia Vierheilig; Alexandr Bulaev; Rasmus H Kirkegaard; Martin von Bergen; Thomas Rattei; Bernd Bendinger; Per H Nielsen; Michael Wagner
Journal:  Nature       Date:  2015-11-26       Impact factor: 49.962

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  53 in total

1.  Uncovering the rules of microbial community invasions.

Authors:  Jean C C Vila; Matt L Jones; Matishalin Patel; Tom Bell; James Rosindell
Journal:  Nat Ecol Evol       Date:  2019-07-29       Impact factor: 15.460

Review 2.  Continuum and discrete approach in modeling biofilm development and structure: a review.

Authors:  M R Mattei; L Frunzo; B D'Acunto; Y Pechaud; F Pirozzi; G Esposito
Journal:  J Math Biol       Date:  2017-07-24       Impact factor: 2.259

Review 3.  Emergent Properties of Microbial Activity in Heterogeneous Soil Microenvironments: Different Research Approaches Are Slowly Converging, Yet Major Challenges Remain.

Authors:  Philippe C Baveye; Wilfred Otten; Alexandra Kravchenko; María Balseiro-Romero; Éléonore Beckers; Maha Chalhoub; Christophe Darnault; Thilo Eickhorst; Patricia Garnier; Simona Hapca; Serkan Kiranyaz; Olivier Monga; Carsten W Mueller; Naoise Nunan; Valérie Pot; Steffen Schlüter; Hannes Schmidt; Hans-Jörg Vogel
Journal:  Front Microbiol       Date:  2018-08-27       Impact factor: 5.640

4.  INDISIM-Denitrification, an individual-based model for study the denitrification process.

Authors:  Pablo Araujo-Granda; Anna Gras; Marta Ginovart; Vincent Moulton
Journal:  J Ind Microbiol Biotechnol       Date:  2019-11-05       Impact factor: 3.346

5.  Understanding the evolution of interspecies interactions in microbial communities.

Authors:  Florien A Gorter; Michael Manhart; Martin Ackermann
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2020-03-23       Impact factor: 6.237

6.  Micro-scale intermixing: a requisite for stable and synergistic co-establishment in a four-species biofilm.

Authors:  Wenzheng Liu; Jakob Russel; Mette Burmølle; Søren J Sørensen; Jonas S Madsen
Journal:  ISME J       Date:  2018-04-18       Impact factor: 10.302

Review 7.  Understanding and Engineering Distributed Biochemical Pathways in Microbial Communities.

Authors:  Xinyun Cao; Joshua J Hamilton; Ophelia S Venturelli
Journal:  Biochemistry       Date:  2018-11-20       Impact factor: 3.162

8.  Carbon limitation drives GC content evolution of a marine bacterium in an individual-based genome-scale model.

Authors:  Ferdi L Hellweger; Yongjie Huang; Haiwei Luo
Journal:  ISME J       Date:  2018-01-12       Impact factor: 10.302

Review 9.  Common principles and best practices for engineering microbiomes.

Authors:  Christopher E Lawson; William R Harcombe; Roland Hatzenpichler; Stephen R Lindemann; Frank E Löffler; Michelle A O'Malley; Héctor García Martín; Brian F Pfleger; Lutgarde Raskin; Ophelia S Venturelli; David G Weissbrodt; Daniel R Noguera; Katherine D McMahon
Journal:  Nat Rev Microbiol       Date:  2019-09-23       Impact factor: 60.633

10.  MI-Sim: A MATLAB package for the numerical analysis of microbial ecological interactions.

Authors:  Matthew J Wade; Jordan Oakley; Sophie Harbisher; Nicholas G Parker; Jan Dolfing
Journal:  PLoS One       Date:  2017-03-08       Impact factor: 3.240

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