A mathematical model to investigate quorum sensing regulation and its heterogeneity in Pseudomonas syringae on leaves

被引:12
作者
Perez-Velazquez, Judith [1 ]
Quinones, Beatriz [2 ]
Hense, Burkhard A. [1 ]
Kuttler, Christina [3 ]
机构
[1] German Res Ctr Enviromental Hlth, Helmholtz Zentrum Munchen, Inst Computat Biol, D-85764 Neuherberg, Germany
[2] USDA, Western Reg Res Ctr, Produce Safety & Microbiol Unit, Berkeley, CA 94710 USA
[3] Tech Univ Munich, Ctr Math Sci, D-85747 Garching, Germany
关键词
Pseudomonas syringae; Quorum sensing; Autoinducers; Population growth dynamics; Signal molecules; AHL; Stochastic process; GENE-EXPRESSION; SINGLE CELLS; SIZE; ENVIRONMENT; DIFFUSION; BACTERIA; AVAILABILITY; PATHOGENS; MOTILITY; DENSITY;
D O I
10.1016/j.ecocom.2014.12.003
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Pseudomonas syringae is a plant-pathogen which, through the signalling system quorum sensing (QS), controls virulence. In this paper, we use the integral of a non-negative stochastic process to study the QS state of the bacterial colonies it forms when living on leaf surfaces. We investigate the extent to which factors such as water availability and diffusional losses of QS signalling molecules (autoinducers) would affect QS across colonies. Our results support that QS activation is indeed a good indicator of diffusional limitation, as QS is enhanced when diffusion of autoinducers signal decreases (either as a result of water availability or loss by diffusion). Using further experimental data, we explore heterogeneity of QS activation of this bacterium (colonies do not become homogeneously activated) when growing in this natural habitat. We extend our model to test a hypothesis regarding the initial QS potential of the cells. We are able to conclude that stochastic growth and uneven nutrient availability of the leaf surface may contribute only partially to the heterogeneity observed. We discuss the possible (evolutionary) explanations of this strategy. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:128 / 141
页数:14
相关论文
共 51 条
  • [1] Alfano JR, 1996, PLANT CELL, V8, P1683, DOI 10.1105/tpc.8.10.1683
  • [2] Heterogeneity in quorum sensing-regulated bioluminescence of Vibrio harveyi
    Anetzberger, Claudia
    Pirch, Torsten
    Jung, Kirsten
    [J]. MOLECULAR MICROBIOLOGY, 2009, 73 (02) : 267 - 277
  • [3] Quorum sensing in Yersinia enterocolitica controls swimming and swarming motility
    Atkinson, S
    Chang, CY
    Sockett, RE
    Cámara, M
    Williams, P
    [J]. JOURNAL OF BACTERIOLOGY, 2006, 188 (04) : 1451 - 1461
  • [4] Experimental evolution of bet hedging
    Beaumont, Hubertus J. E.
    Gallie, Jenna
    Kost, Christian
    Ferguson, Gayle C.
    Rainey, Paul B.
    [J]. NATURE, 2009, 462 (7269) : 90 - U97
  • [5] Microfluidic Confinement of Single Cells of Bacteria in Small Volumes Initiates High-Density Behavior of Quorum Sensing and Growth and Reveals Its Variability
    Boedicker, James Q.
    Vincent, Meghan E.
    Ismagilov, Rustem F.
    [J]. ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2009, 48 (32) : 5908 - 5911
  • [6] Heterogeneous transcription of an indoleacetic acid biosynthetic gene in Erwinia herbicola on plant surfaces
    Brandl, MT
    Quiñones, B
    Lindow, SE
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (06) : 3454 - 3459
  • [7] Differences among plane species in cuticular permeabilities and solute mobilities are not caused by differential size selectivities
    Buchholz, A
    Baur, P
    Schönherr, J
    [J]. PLANTA, 1998, 206 (02) : 322 - 328
  • [8] Carnes EC, 2010, NAT CHEM BIOL, V6, P41, DOI [10.1038/NCHEMBIO.264, 10.1038/nchembio.264]
  • [9] Quorum-sensing genes in Pseudomonas aeruginosa biofilms:: Their role and expression patterns
    De Kievit, TR
    Gillis, R
    Marx, S
    Brown, C
    Iglewski, BH
    [J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2001, 67 (04) : 1865 - 1873
  • [10] A mathematical model for quorum sensing in Pseudomonas aeruginosa
    Dockery, JD
    Keener, JP
    [J]. BULLETIN OF MATHEMATICAL BIOLOGY, 2001, 63 (01) : 95 - 116