Literature DB >> 29445038

Quantitative modelling of nutrient-limited growth of bacterial colonies in microfluidic cultivation.

Raphael Hornung1, Alexander Grünberger2,3, Christoph Westerwalbesloh2, Dietrich Kohlheyer2,4, Gerhard Gompper1, Jens Elgeti5.   

Abstract

Nutrient gradients and limitations play a pivotal role in the life of all microbes, both in their natural habitat as well as in artificial, microfluidic systems. Spatial concentration gradients of nutrients in densely packed cell configurations may locally affect the bacterial growth leading to heterogeneous micropopulations. A detailed understanding and quantitative modelling of cellular behaviour under nutrient limitations is thus highly desirable. We use microfluidic cultivations to investigate growth and microbial behaviour of the model organism Corynebacterium glutamicum under well-controlled conditions. With a reaction-diffusion-type model, parameters are extracted from steady-state experiments with a one-dimensional nutrient gradient. Subsequently, we employ particle-based simulations with these parameters to predict the dynamical growth of a colony in two dimensions. Comparing the results of those simulations with microfluidic experiments yields excellent agreement. Our modelling approach lays the foundation for a better understanding of dynamic microbial growth processes, both in nature and in applied biotechnology.
© 2018 The Author(s).

Entities:  

Keywords:  bacterial nutrient consumption; growth simulations; microfluidic cultivation; nutrient gradients

Mesh:

Year:  2018        PMID: 29445038      PMCID: PMC5832723          DOI: 10.1098/rsif.2017.0713

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  34 in total

1.  Modeling and CFD simulation of nutrient distribution in picoliter bioreactors for bacterial growth studies on single-cell level.

Authors:  Christoph Westerwalbesloh; Alexander Grünberger; Birgit Stute; Sophie Weber; Wolfgang Wiechert; Dietrich Kohlheyer; Eric von Lieres
Journal:  Lab Chip       Date:  2015-09-08       Impact factor: 6.799

2.  Beyond growth rate 0.6: What drives Corynebacterium glutamicum to higher growth rates in defined medium.

Authors:  Simon Unthan; Alexander Grünberger; Jan van Ooyen; Jochem Gätgens; Johanna Heinrich; Nicole Paczia; Wolfgang Wiechert; Dietrich Kohlheyer; Stephan Noack
Journal:  Biotechnol Bioeng       Date:  2013-09-24       Impact factor: 4.530

Review 3.  Single-cell microfluidics: opportunity for bioprocess development.

Authors:  Alexander Grünberger; Wolfgang Wiechert; Dietrich Kohlheyer
Journal:  Curr Opin Biotechnol       Date:  2014-03-16       Impact factor: 9.740

Review 4.  From 3D cell culture to organs-on-chips.

Authors:  Dongeun Huh; Geraldine A Hamilton; Donald E Ingber
Journal:  Trends Cell Biol       Date:  2011-10-25       Impact factor: 20.808

Review 5.  Growth factors in mammalian cell culture.

Authors:  D Gospodarowicz; J S Moran
Journal:  Annu Rev Biochem       Date:  1976       Impact factor: 23.643

6.  Spatiotemporal microbial single-cell analysis using a high-throughput microfluidics cultivation platform.

Authors:  Alexander Grünberger; Christopher Probst; Stefan Helfrich; Arun Nanda; Birgit Stute; Wolfgang Wiechert; Eric von Lieres; Katharina Nöh; Julia Frunzke; Dietrich Kohlheyer
Journal:  Cytometry A       Date:  2015-09-08       Impact factor: 4.355

7.  The role of mechanical forces in the planar-to-bulk transition in growing Escherichia coli microcolonies.

Authors:  Matthew A A Grant; Bartłomiej Wacław; Rosalind J Allen; Pietro Cicuta
Journal:  J R Soc Interface       Date:  2014-08-06       Impact factor: 4.118

Review 8.  Biofilms: microbial life on surfaces.

Authors:  Rodney M Donlan
Journal:  Emerg Infect Dis       Date:  2002-09       Impact factor: 6.883

9.  Antibiotic resistance: a physicist's view.

Authors:  Rosalind Allen; Bartłomiej Waclaw
Journal:  Phys Biol       Date:  2016-08-11       Impact factor: 2.583

10.  Impact of Nutrient Restriction on the Structure of Listeria monocytogenes Biofilm Grown in a Microfluidic System.

Authors:  Tamazight Cherifi; Mario Jacques; Sylvain Quessy; Philippe Fravalo
Journal:  Front Microbiol       Date:  2017-05-17       Impact factor: 5.640

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  5 in total

1.  Quantitative modelling of nutrient-limited growth of bacterial colonies in microfluidic cultivation.

Authors:  Raphael Hornung; Alexander Grünberger; Christoph Westerwalbesloh; Dietrich Kohlheyer; Gerhard Gompper; Jens Elgeti
Journal:  J R Soc Interface       Date:  2018-02       Impact factor: 4.118

2.  Observing Nutrient Gradients, Gene Expression and Growth Variation Using the "Yeast Machine" Microfluidic Device.

Authors:  Zoran S Marinkovic; Clément Vulin; Mislav Acman; Xiaohu Song; Jean Marc Di Meglio; Ariel B Lindner; Pascal Hersen
Journal:  Bio Protoc       Date:  2020-07-05

3.  A microfluidic device for inferring metabolic landscapes in yeast monolayer colonies.

Authors:  Zoran S Marinkovic; Clément Vulin; Mislav Acman; Xiaohu Song; Jean-Marc Di Meglio; Ariel B Lindner; Pascal Hersen
Journal:  Elife       Date:  2019-07-01       Impact factor: 8.140

4.  Spatiotemporal dynamics of growth and death within spherical bacterial colonies.

Authors:  Anton Welker; Marc Hennes; Niklas Bender; Tom Cronenberg; Gabriele Schneider; Berenike Maier
Journal:  Biophys J       Date:  2021-06-30       Impact factor: 3.699

5.  Microbial single-cell growth response at defined carbon limiting conditions.

Authors:  Dorina Lindemann; Christoph Westerwalbesloh; Dietrich Kohlheyer; Alexander Grünberger; Eric von Lieres
Journal:  RSC Adv       Date:  2019-05-07       Impact factor: 4.036

  5 in total

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