Coexistence of phage and bacteria on the boundary of self-organized refuges

Bacteriophage are voracious predators of bacteria and a major determinant in shaping bacterial life strategies. Many phage species are virulent, meaning that infection leads to certain death of the host and immediate release of a large batch of phage progeny. Despite this apparent voraciousness, bacteria have stably coexisted with virulent phages for eons. Here, using individual-based stochastic spatial models, we study the conditions for achieving coexistence on the edge between two habitats, one of which is a bacterial refuge with conditions hostile to phage whereas the other is phage friendly. We show how bacterial density-dependent, or quorum-sensing, mechanisms such as the formation of biofilm can produce such refuges and edges in a self-organized manner. Coexistence on these edges exhibits the following properties, all of which are observed in real phage–bacteria ecosystems but difficult to achieve together in nonspatial ecosystem models: (i) highly efficient virulent phage with relatively long lifetimes, high infection rates and large burst sizes; (ii) large, stable, and high-density populations of phage and bacteria; (iii) a fast turnover of both phage and bacteria; and (iv) stability over evolutionary timescales despite imbalances in the rates of phage vs. bacterial evolution.

[1]  Allan Campbell,et al.  CONDITIONS FOR THE EXISTENCE OF BACTERIOPHAGE , 1961 .

[2]  L. V. Valen,et al.  A new evolutionary law , 1973 .

[3]  H. Comins,et al.  Prey-predator models in spatially heterogeneous environments. , 1974, Journal of theoretical biology.

[4]  M. de Pedro,et al.  Structural modifications in the peptidoglycan of Escherichia coli associated with changes in the state of growth of the culture , 1985, Journal of bacteriology.

[5]  J. Costerton,et al.  Bacterial biofilms in nature and disease. , 1987, Annual review of microbiology.

[6]  P. Kareiva Population dynamics in spatially complex environments: theory and data , 1990 .

[7]  T. Ferenci,et al.  Derepression of LamB protein facilitates outer membrane permeation of carbohydrates into Escherichia coli under conditions of nutrient stress , 1993, Journal of bacteriology.

[8]  K. Moebus Marine bacteriophage reproduction under nutrient-limited growth of host bacteria. I. Investigations with six phage-host systems , 1996 .

[9]  J. Mittler,et al.  Host-Parasite Coexistence: The Role of Spatial Refuges in Stabilizing Bacteria-Phage Interactions , 1996, The American Naturalist.

[10]  R. Lignell,et al.  THEORETICAL MODELS FOR THE CONTROL OF BACTERIAL GROWTH RATE, ABUNDANCE, DIVERSITY AND CARBON DEMAND , 1997 .

[11]  B. Christensen,et al.  Distribution of Bacterial Growth Activity in Flow-Chamber Biofilms , 1999, Applied and Environmental Microbiology.

[12]  M. Middelboe,et al.  Bacterial Growth Rate and Marine Virus–Host Dynamics , 2000, Microbial Ecology.

[13]  Bacteriophage T4 multiplication in a glucose-limited Escherichia coli biofilm. , 2001 .

[14]  Paul B Rainey,et al.  Antagonistic coevolution between a bacterium and a bacteriophage , 2002, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[15]  A. Rabinovitch,et al.  Bacteriophage T4 development in Escherichia coli is growth rate dependent. , 2002, Journal of theoretical biology.

[16]  K. Tait,et al.  The efficacy of bacteriophage as a method of biofilm eradication , 2002 .

[17]  A. Rabinovitch,et al.  Bacterial debris-an ecological mechanism for coexistence of bacteria and their viruses. , 2003, Journal of theoretical biology.

[18]  J. Fry,et al.  Elevated Abundance of Bacteriophage Infecting Bacteria in Soil , 2003, Applied and Environmental Microbiology.

[19]  N. High,et al.  Bacterial coaggregation: an integral process in the development of multi-species biofilms. , 2003, Trends in microbiology.

[20]  M. Vieira,et al.  Pseudomonas fluorescens infection by bacteriophage PhiS1: the influence of temperature, host growth phase and media. , 2004, FEMS microbiology letters.

[21]  T. Guillemaud,et al.  Asymmetry in host and parasitoid diffuse coevolution: when the red queen has to keep a finger in more than one pie , 2005, Frontiers in Zoology.

[22]  S. Levin,et al.  Coevolutionary arms races between bacteria and bacteriophage. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[23]  C. Suttle Viruses in the sea , 2005, Nature.

[24]  François Taddei,et al.  Viruses' Life History: Towards a Mechanistic Basis of a Trade-Off between Survival and Reproduction among Phages , 2006, PLoS biology.

[25]  M. Weinbauer,et al.  Viral burst size of heterotrophic prokaryotes in aquatic systems , 2006, Journal of the Marine Biological Association of the United Kingdom.

[26]  A. Buckling,et al.  Spatial heterogeneity and the stability of host‐parasite coexistence , 2006, Journal of evolutionary biology.

[27]  B. Kerr,et al.  Local migration promotes competitive restraint in a host–pathogen 'tragedy of the commons' , 2006, Nature.

[28]  K. Sneppen,et al.  Network models of phage-bacteria coevolution. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[29]  C. Suttle Marine viruses — major players in the global ecosystem , 2007, Nature Reviews Microbiology.

[30]  J. Dushoff,et al.  Alternative stable states in host–phage dynamics , 2008, Theoretical Ecology.

[31]  I. Sutherland,et al.  The use of phages for the removal of infectious biofilms. , 2008, Current pharmaceutical biotechnology.

[32]  E. Chapman-McQuiston,et al.  Stochastic receptor expression allows sensitive bacteria to evade phage attack. Part I: experiments. , 2008, Biophysical journal.

[33]  C. Jessup,et al.  Ecology and evolution in microbial systems: the generation and maintenance of diversity in phage-host interactions. , 2008, Research in microbiology.

[34]  P. Scheunders,et al.  Ecotones in vegetation ecology: methodologies and definitions revisited , 2009, Ecological Research.

[35]  A. Buckling,et al.  Local Adaptation of Bacteriophages to Their Bacterial Hosts in Soil , 2009, Science.

[36]  S. Krone,et al.  Space, Time, and Host Evolution Facilitate Coexistence of Competing Bacteriophages: Theory and Experiment , 2009, The American Naturalist.

[37]  Kim Sneppen,et al.  Sustainability of Virulence in a Phage-Bacterial Ecosystem , 2010, Journal of Virology.

[38]  T. Frede,et al.  Theoretical models for the control of bacterial growth rate , abundance , diversity and carbon demand , 2022 .