Burst statistics in an early biofilm quorum sensing model: the role of spatial colony-growth heterogeneity

被引:27
作者
Kindler, Oliver [1 ]
Pulkkinen, Otto [2 ,3 ]
Cherstvy, Andrey G. [1 ]
Metzler, Ralf [1 ]
机构
[1] Univ Potsdam, Inst Phys & Astron, D-14476 Potsdam, Germany
[2] Univ Helsinki, Inst Mol Med Finland, FI-00014 Helsinki, Finland
[3] Univ Helsinki, Helsinki Inst Informat Technol, FI-00014 Helsinki, Finland
关键词
BACTERIAL BIOFILMS; DIFFUSION; COMMUNICATION; BIODIVERSITY; COOPERATION; EXPRESSION; RESISTANCE; PROMOTES; SYSTEMS; SEARCH;
D O I
10.1038/s41598-019-48525-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Quorum-sensing bacteria in a growing colony of cells send out signalling molecules (so-called "autoinducers") and themselves sense the autoinducer concentration in their vicinity. Once-due to increased local cell density inside a "cluster" of the growing colony-the concentration of autoinducers exceeds a threshold value, cells in this clusters get "induced" into a communal, multi-cell biofilm-forming mode in a cluster-wide burst event. We analyse quantitatively the influence of spatial disorder, the local heterogeneity of the spatial distribution of cells in the colony, and additional physical parameters such as the autoinducer signal range on the induction dynamics of the cell colony. Spatial inhomogeneity with higher local cell concentrations in clusters leads to earlier but more localised induction events, while homogeneous distributions lead to comparatively delayed but more concerted induction of the cell colony, and, thus, a behaviour close to the mean-field dynamics. We quantify the induction dynamics with quantifiers such as the time series of induction events and burst sizes, the grouping into induction families, and the mean autoinducer concentration levels. Consequences for different scenarios of biofilm growth are discussed, providing possible cues for biofilm control in both health care and biotechnology.
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页数:19
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共 96 条
  • [1] Cell-to-cell signalling in Escherichia coli and Salmonella enterica
    Ahmer, BMM
    [J]. MOLECULAR MICROBIOLOGY, 2004, 52 (04) : 933 - 945
  • [2] Consequences of relative cellular positioning on quorum sensing and bacterial cell-to-cell communication
    Alberghini, Sara
    Polone, Elisa
    Corich, Viviana
    Carlot, Milena
    Seno, Flavio
    Trovato, Antonio
    Squartini, Andrea
    [J]. FEMS MICROBIOLOGY LETTERS, 2009, 292 (02) : 149 - 161
  • [3] [Anonymous], 2006, MATH MODELING BIOFIL
  • [4] Swarming bacteria migrate by Levy Walk
    Ariel, Gil
    Rabani, Amit
    Benisty, Sivan
    Partridge, Jonathan D.
    Harshey, Rasika M.
    Be'er, Avraham
    [J]. NATURE COMMUNICATIONS, 2015, 6
  • [5] Quorum sensing and social networking in the microbial world
    Atkinson, Steve
    Williams, Paul
    [J]. JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2009, 6 (40) : 959 - 978
  • [6] How bacteria talk to each other: regulation of gene expression by quorum sensing
    Bassler, BL
    [J]. CURRENT OPINION IN MICROBIOLOGY, 1999, 2 (06) : 582 - 587
  • [7] Bacterially speaking
    Bassler, BL
    Losick, R
    [J]. CELL, 2006, 125 (02) : 237 - 246
  • [8] Ecological feedback in quorum-sensing microbial populations can induce heterogeneous production of autoinducers
    Bauer, Matthias
    Knebel, Johannes
    Lechner, Matthias
    Pickl, Peter
    Frey, Erwin
    [J]. ELIFE, 2017, 6
  • [9] Verticalization of bacterial biofilms
    Beroz, Farzan
    Yan, Jing
    Meir, Yigal
    Sabass, Benedikt
    Stone, Howard A.
    Bassler, Bonnie L.
    Wingreen, Ned S.
    [J]. NATURE PHYSICS, 2018, 14 (09) : 954 - +
  • [10] AHL-driven quorum-sensing circuits: their frequency and function among the Proteobacteria
    Case, Rebecca J.
    Labbate, Maurizio
    Kjelleberg, Staffan
    [J]. ISME JOURNAL, 2008, 2 (04) : 345 - 349