Integration of Metabolic and Quorum Sensing Signals Governing the Decision to Cooperate in a Bacterial Social Trait

被引:47
作者
Boyle, Kerry E. [1 ,2 ]
Monaco, Hilary [2 ,3 ]
van Ditmarsch, Dave [2 ]
Deforet, Maxime [2 ]
Xavier, Joao B. [1 ,2 ,3 ]
机构
[1] Weill Cornell Grad Sch Med Sci, Program Immunol & Microbial Pathogenesis, New York, NY 10065 USA
[2] Mem Sloan Kettering Canc Ctr, Program Computat Biol, New York, NY 10021 USA
[3] Triinst Training Program Computat Biol & Med, New York, NY USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
PSEUDOMONAS-AERUGINOSA; GENE-EXPRESSION; RHAMNOLIPID SYNTHESIS; CELL COMMUNICATION; SWARMING MOTILITY; BIOFILM FORMATION; PUBLIC-GOODS; EVOLUTION; GROWTH; STARVATION;
D O I
10.1371/journal.pcbi.1004279
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Many unicellular organisms live in multicellular communities that rely on cooperation between cells. However, cooperative traits are vulnerable to exploitation by non-cooperators (cheaters). We expand our understanding of the molecular mechanisms that allow multicellular systems to remain robust in the face of cheating by dissecting the dynamic regulation of cooperative rhamnolipids required for swarming in Pseudomonas aeruginosa. We combine mathematical modeling and experiments to quantitatively characterize the integration of metabolic and population density signals (quorum sensing) governing expression of the rhamnolipid synthesis operon rhlAB. The combined computational/experimental analysis reveals that when nutrients are abundant, rhlAB promoter activity increases gradually in a density dependent way. When growth slows down due to nutrient limitation, rhlAB promoter activity can stop abruptly, decrease gradually or even increase depending on whether the growth-limiting nutrient is the carbon source, nitrogen source or iron. Starvation by specific nutrients drives growth on intracellular nutrient pools as well as the qualitative rhlAB promoter response, which itself is modulated by quorum sensing. Our quantitative analysis suggests a supply-driven activation that integrates metabolic prudence with quorum sensing in a non-digital manner and allows P. aeruginosa cells to invest in cooperation only when the population size is large enough (quorum sensing) and individual cells have enough metabolic resources to do so (metabolic prudence). Thus, the quantitative description of rhlAB regulatory dynamics brings a greater understating to the regulation required to make swarming cooperation stable.
引用
收藏
页数:26
相关论文
共 59 条
  • [1] Bacterial sugar utilization gives rise to distinct single-cell behaviours
    Afroz, Taliman
    Biliouris, Konstantinos
    Kaznessis, Yiannis
    Beisel, Chase L.
    [J]. MOLECULAR MICROBIOLOGY, 2014, 93 (06) : 1093 - 1103
  • [2] Alon Uri, 2006, An Introduction to Systems Biology: Design Principles of Biological Circuits
  • [3] Anat Bren YH, 2013, BMC SYSTEMS BIOL, V7
  • [4] Autoinducer 2 production by Streptococcus gordonii DL1 and the biofilm phenotype of a luxS mutant are influenced by nutritional conditions
    Blehert, DS
    Palmer, RJ
    Xavier, JB
    Almeida, JS
    Kolenbrander, PE
    [J]. JOURNAL OF BACTERIOLOGY, 2003, 185 (16) : 4851 - 4860
  • [5] Rhamnolipids mediate detachment of Pseudomonas aeruginosa from biofilms
    Boles, BR
    Thoendel, M
    Singh, PK
    [J]. MOLECULAR MICROBIOLOGY, 2005, 57 (05) : 1210 - 1223
  • [6] Exploiting social evolution in biofilms
    Boyle, Kerry E.
    Heilmann, Silja
    van Ditmarsch, Dave
    Xavier, Joao B.
    [J]. CURRENT OPINION IN MICROBIOLOGY, 2013, 16 (02) : 207 - 212
  • [7] Conservation of the metabolomic response to starvation across two divergent microbes
    Brauer, Matthew J.
    Yuan, Jie
    Bennett, Bryson D.
    Lu, Wenyun
    Kimball, Elizabeth
    Botstein, David
    Rabinowitz, Joshua D.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (51) : 19302 - 19307
  • [8] Rhamnolipids modulate swarming motility patterns of Pseudomonas aeruginosa
    Caiazza, NC
    Shanks, RMQ
    O'Toole, GA
    [J]. JOURNAL OF BACTERIOLOGY, 2005, 187 (21) : 7351 - 7361
  • [9] Simpson's Paradox in a Synthetic Microbial System
    Chuang, John S.
    Rivoire, Olivier
    Leibler, Stanislas
    [J]. SCIENCE, 2009, 323 (5911) : 272 - 275
  • [10] Bacterial Quorum Sensing and Metabolic Incentives to Cooperate
    Dandekar, Ajai A.
    Chugani, Sudha
    Greenberg, E. Peter
    [J]. SCIENCE, 2012, 338 (6104) : 264 - 266