Literature DB >> 35042205

Tracking the stochastic growth of bacterial populations in microfluidic droplets.

Daniel Taylor1, Nia Verdon1, Peter Lomax2, Rosalind J Allen1, Simon Titmuss1.   

Abstract

Bacterial growth in microfluidic droplets is relevant in biotechnology, in microbial ecology, and in understanding stochastic population dynamics in small populations. However, it has proved challenging to automate measurement of absolute bacterial numbers within droplets, forcing the use of proxy measures for population size. Here we present a microfluidic device and imaging protocol that allows high-resolution imaging of thousands of droplets, such that individual bacteria stay in the focal plane and can be counted automatically. Using this approach, we track the stochastic growth of hundreds of replicateEscherichia colipopulations within droplets. We find that, for early times, the statistics of the growth trajectories obey the predictions of the Bellman-Harris model, in which there is no inheritance of division time. Our approach should allow further testing of models for stochastic growth dynamics, as well as contributing to broader applications of droplet-based bacterial culture. Creative Commons Attribution license.

Entities:  

Keywords:  bacterial growth; microfluidic droplets; stochastic population dynamics

Mesh:

Year:  2022        PMID: 35042205      PMCID: PMC7613235          DOI: 10.1088/1478-3975/ac4c9b

Source DB:  PubMed          Journal:  Phys Biol        ISSN: 1478-3967            Impact factor:   2.959


  52 in total

1.  The Poisson distribution and beyond: methods for microfluidic droplet production and single cell encapsulation.

Authors:  David J Collins; Adrian Neild; Andrew deMello; Ai-Qun Liu; Ye Ai
Journal:  Lab Chip       Date:  2015-07-30       Impact factor: 6.799

2.  Fluorescence-activated droplet sorting (FADS): efficient microfluidic cell sorting based on enzymatic activity.

Authors:  Jean-Christophe Baret; Oliver J Miller; Valerie Taly; Michaël Ryckelynck; Abdeslam El-Harrak; Lucas Frenz; Christian Rick; Michael L Samuels; J Brian Hutchison; Jeremy J Agresti; Darren R Link; David A Weitz; Andrew D Griffiths
Journal:  Lab Chip       Date:  2009-04-23       Impact factor: 6.799

3.  Simultaneous determination of gene expression and enzymatic activity in individual bacterial cells in microdroplet compartments.

Authors:  Jung-uk Shim; Luis F Olguin; Graeme Whyte; Duncan Scott; Ann Babtie; Chris Abell; Wilhelm T S Huck; Florian Hollfelder
Journal:  J Am Chem Soc       Date:  2009-10-28       Impact factor: 15.419

4.  Single cell kinase signaling assay using pinched flow coupled droplet microfluidics.

Authors:  Ramesh Ramji; Ming Wang; Ali Asgar S Bhagat; Daniel Tan Shao Weng; Nitish V Thakor; Chwee Teck Lim; Chia-Hung Chen
Journal:  Biomicrofluidics       Date:  2014-05-19       Impact factor: 2.800

5.  Noise-driven growth rate gain in clonal cellular populations.

Authors:  Mikihiro Hashimoto; Takashi Nozoe; Hidenori Nakaoka; Reiko Okura; Sayo Akiyoshi; Kunihiko Kaneko; Edo Kussell; Yuichi Wakamoto
Journal:  Proc Natl Acad Sci U S A       Date:  2016-03-07       Impact factor: 11.205

6.  Accelerating bacterial growth detection and antimicrobial susceptibility assessment in integrated picoliter droplet platform.

Authors:  Aniruddha M Kaushik; Kuangwen Hsieh; Liben Chen; Dong Jin Shin; Joseph C Liao; Tza-Huei Wang
Journal:  Biosens Bioelectron       Date:  2017-11-15       Impact factor: 10.618

7.  A constant size extension drives bacterial cell size homeostasis.

Authors:  Manuel Campos; Ivan V Surovtsev; Setsu Kato; Ahmad Paintdakhi; Bruno Beltran; Sarah E Ebmeier; Christine Jacobs-Wagner
Journal:  Cell       Date:  2014-12-04       Impact factor: 41.582

8.  Microdroplet-enabled highly parallel co-cultivation of microbial communities.

Authors:  Jihyang Park; Alissa Kerner; Mark A Burns; Xiaoxia Nina Lin
Journal:  PLoS One       Date:  2011-02-25       Impact factor: 3.240

9.  Detection of antibiotics synthetized in microfluidic picolitre-droplets by various actinobacteria.

Authors:  Lisa Mahler; Konstantin Wink; R Julia Beulig; Kirstin Scherlach; Miguel Tovar; Emerson Zang; Karin Martin; Christian Hertweck; Detlev Belder; Martin Roth
Journal:  Sci Rep       Date:  2018-08-30       Impact factor: 4.379

10.  Label-Free Analysis and Sorting of Microalgae and Cyanobacteria in Microdroplets by Intrinsic Chlorophyll Fluorescence for the Identification of Fast Growing Strains.

Authors:  Roshni J Best; Jan J Lyczakowski; Sara Abalde-Cela; Ziyi Yu; Chris Abell; Alison G Smith
Journal:  Anal Chem       Date:  2016-10-21       Impact factor: 6.986

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