Abstract
Natural bacterial populations are subjected to constant predation pressure by bacteriophages. Bacteria use a variety of molecular mechanisms to defend themselves from phage predation. However, since phages are nonmotile, perhaps the simplest defense against phage is for bacteria to move faster than phages. In particular, chemotaxis, the active migration of bacteria up attractant gradients, may help the bacteria escape slowly diffusing phages. Here we study phage infection dynamics in migrating bacterial populations driven by chemotaxis through low viscosity agar plates. We find that expanding phage–bacteria populations supports two moving fronts, an outermost bacterial front driven by nutrient uptake and chemotaxis and an inner phage front at which the bacterial population collapses due to phage predation. We show that with increasing adsorption rate and initial phage population, the speed of the moving phage front increases, eventually overtaking the bacterial front and driving the system across a transition from a regime where bacterial front speed exceeds that of the phage front to one where bacteria must evolve phage resistance to survive. Our data support the claim that this process requires phage to hitchhike with moving bacteria. A deterministic model recapitulates the transition under the assumption that phage virulence declines with host growth rate which we confirm experimentally. Finally, near the transition between regimes we observe macroscopic fluctuations in bacterial densities at the phage front. Our work opens a new, spatio-temporal, line of investigation into the eco-evolutionary struggle between bacteria and phage.
Access options
Subscribe to Journal
Get full journal access for 1 year
$499.00
only $41.58 per issue
All prices are NET prices.
VAT will be added later in the checkout.
Rent or Buy article
Get time limited or full article access on ReadCube.
from$8.99
All prices are NET prices.



References
- 1.
Datta MS, Sliwerska E, Gore J, Polz MF, Cordero OX. Microbial interactions lead to rapid micro-scale successions on model marine particles. Nat Commun. 2016;7:11965.
- 2.
Michalak AM, Anderson EJ, Beletsky D, Boland S, Bosch NS, Bridgeman TB, et al. Record-setting algal bloom in Lake Erie caused by agricultural and meteorological trends consistent with expected future conditions. Proc Natl Acad Sci USA. 2013;110:6448–52.
- 3.
Campbell A. Conditions for the existence of bacteriophage. Evolution. 1961;15:153.
- 4.
Levin BR, Stewart FM, Chao L. Resource-limited growth, competition, and predation—a model and experimental studies with bacteria and bacteriophage. Am Nat. 1977;111:3–24.
- 5.
Thingstad TF. Elements of a theory for the mechanisms controlling abundance, diversity, and biogeochemical role of lytic bacterial viruses in aquatic systems. Limnol Oceanogr. 2000;45:1320–8.
- 6.
Bohannan BJ, Lenski RE. Effect of resource enrichment on a chemostat community of bacteria and bacteriophage. Ecology. 1997;78:2303–15.
- 7.
Wang Z, Goldenfeld N. Fixed points and limit cycles in the population dynamics of lysogenic viruses and their hosts. Phys Rev E. 2010;82:171–18.
- 8.
Jover LF, Cortez MH, Weitz JS. Mechanisms of multi-strain coexistence in host–phage systems with nested infection networks. J Theor Biol. 2013;332:65–77.
- 9.
Chao L, Levin BR, Stewart FM. A complex community in a simple habitat: an experimental study with bacteria and phage. Ecology. 1977;58:369–78.
- 10.
Mizoguchi K, Morita M, Fischer CR, Yoichi M, Tanji Y, Unno H. Coevolution of bacteriophage PP01 and Escherichia coli O157:H7 in continuous culture. Appl Environ Microbiol. 2003;69:170–6.
- 11.
Waterbury JB, Valois FW. Resistance to co-occurring phages enables marine synechococcus communities to coexist with cyanophages abundant in seawater. Appl Environ Microbiol. 1993;59:3393–9.
- 12.
Fort J, Méndez V. Time-delayed spread of viruses in growing plaques. Phys Rev Lett. 2002;89:786–4.
- 13.
Yin J, McCaskill JS. Replication of viruses in a growing plaque—a reaction-diffusion model. Biophys J. 1992;61:1540–9.
- 14.
Gallet R, Shao Y, Wang I-N. High adsorption rate is detrimental to bacteriophage fitness in a biofilm-like environment. BMC Evolut Biol. 2009;9:241–12.
- 15.
Roychoudhury P, Shrestha N, Wiss VR, Krone SM. Fitness benefits of low infectivity in a spatially structured population of bacteriophages. Proc Biol Sci. 2014;281:20132563–9.
- 16.
Dennehy JJ, Abedon ST, Turner PE. Host density impacts relative fitness of bacteriophage Phi6 genotypes in structured habitats. Evolution. 2007;61:2516–27.
- 17.
Eriksen RS, Svenningsen SL, Sneppen K, Mitarai N. A growing microcolony can survive and support persistent propagation of virulent phages. Proc Nat Acad Sci. 2018;115:337–42.
- 18.
Sutherland IW, Hughes KA, Skillman LC, Tait K. The interaction of phage and biofilms. FEMS Microbiol Lett. 2004;232:1–6.
- 19.
Vidakovic L, Singh PK, Hartmann R, Nadell CD, Drescher K. Dynamic biofilm architecture confers individual and collective mechanisms of viral protection. Nat Microbiol. 2018;3:26–31.
- 20.
Hughes KA, Sutherland IW, Jones MV. Biofilm susceptibility to bacteriophage attack: the role of phage-borne polysaccharide depolymerase. Microbiology. 1998;144:3039–47.
- 21.
Corbin BD, McLean RJ, Aron GM. Bacteriophage T4 multiplication in a glucose-limited Escherichia colibiofilm. Can J Microbiol. 2001;47:680–4.
- 22.
Abedon ST, editor. Bacteriophage ecology: population growth, evolution, and impact of bacterial viruses. 2008. Cambridge University Press; 2008 May 1.
- 23.
Heilmann S, Sneppen K, Krishna S. Sustainability of virulence in a phage-bacterial ecosystem. J Virol. 2010;84:3016–22.
- 24.
Heilmann S, Sneppen K, Krishna S. Coexistence of phage and bacteria on the boundary of self-organized refuges. Proc Nat Acad Sci. 2012;109:12828–33.
- 25.
Adler J. Chemotaxis in bacteria. Science. 1966;153:708–16.
- 26.
Fraebel DT, Mickalide H, Schnitkey D, Merritt J, Kuhlman TE, Kuehn S. Environment determines evolutionary trajectory in a constrained phenotypic space. Elife. 2017;6:e24669.
- 27.
Stocker R, Seymour JR. Ecology and physics of bacterial chemotaxis in the ocean. Microbiol Mol Biol Rev. 2012;76:792–812.
- 28.
Allweiss B, Dostal J, Carey KE, Edwards TF, Freter R. The role of chemotaxis in the ecology of bacterial pathogens of mucosal surfaces. Nature. 1977;266:448–50.
- 29.
Chet I, Mitchell R. Ecological aspects of microbial chemotactic behavior. Annu Rev Microbiol. 1976;30:221–39.
- 30.
Cremer J, Honda T, Tang Y, Wong-Ng J, Vergassola M, Hwa T. Chemotaxis as a navigation strategy to boost range expansion. Nature. 2019;575:658–63. https://doi.org/10.1038/s41586-019-1733-y.
- 31.
Getz WM, Dougherty ER. Discrete stochastic analogs of Erlang epidemic models. J Biol Dyn. 2018;12:16–38.
- 32.
Hurtado PJ, Kirosingh AS. Generalizations of the ‘Linear Chain Trick’: incorporating more flexible dwell time distributions into mean field ODE models. J Math Biol. 2019;79:1831–83.
- 33.
Champredon D, Dushoff J, Earn DJD. Equivalence of the Erlang-distributed SEIR epidemic model and the renewal equation. SIAM J Appl Math 2018;78:3258–78.
- 34.
Hadas H, Einav M, Fishov I, Zaritsky A. Bacteriophage T4 development depends on the physiology of its host Escherichia coli. Microbiology. 1997;143:179–85.
- 35.
Middelboe M. Bacterial growth rate and marine virus-host dynamics. Microb Ecol. 2000;40:114–24.
- 36.
Golec P, Karczewska-Golec J, Łoś M, Węgrzyn G. Bacteriophage T4 can produce progeny virions in extremely slowly growing Escherichia colihost: comparison of a mathematical model with the experimental data. FEMS Microbiol Lett. 2014;351:156–61.
- 37.
Choua M, Bonachela JA. Ecological and evolutionary consequences of viral plasticity. Am Naturalist. 2019;193:346–58.
- 38.
Fehér T, Karcagi I, Blattner FR, Pósfai G. Bacteriophage recombineering in the lytic state using the lambda red recombinases. Microb Biotechnol. 2011;5:466–76.
- 39.
Baltus RE, Badireddy AR, Delavari A, Chellam S. Free diffusivity of icosahedral and tailed bacteriophages: experiments, modeling, and implications for virus behavior in media filtration and flocculation. Environ Sci Technol. 2017;51:1433–40.
- 40.
Fu X, Kato S, Long J, Mattingly HH, He C, Vural, et al. Spatial self-organization resolves conflicts between individuality and collective migration. Nat Commun. 2018;9:1–12. https://doi.org/10.1038/s41467-018-04539-4.
- 41.
Yang Y, Pollard AM, Höfler C, Poschet G, Wirtz M, Hell R, et al. Relation between chemotaxis and consumption of amino acids in bacteria. Mol Microbiol. 2015;96:1272–82. https://doi.org/10.1111/mmi.13006.
- 42.
Hama H, Shimamoto T, Tsuda M, Tsuchiya T. Characterization of a novel L-serine transport system in Escherichia coli. J Bacteriol. 1988;170:2236–9.
- 43.
Schellenberg GD, Furlong CE. Resolution of the multiplicity of the glutamate and aspartate transport systems of Escherichia coli. J Biol Chem. 1977;252:9055–64.
- 44.
Franklin NC. Mutation in gal U gene of E. coli blocks phage P1 infection. Virology. 1969;38:189–91.
- 45.
Thomason LC, Costantino N, Court DL. E. coli genome manipulation by P1 transduction. Curr Protoc Mol Biol. 2007;Chapter 1:Unit 1.17.
- 46.
Demerec M, Fano U. Bacteriophage-resistant mutants in Escherichia Coli. Genetics. 1945;30:119–36.
- 47.
Baym M, Lieberman TD, Kelsic ED, Chait R, Gross R, Yelin I, Kishony R. Spatiotemporal microbial evolution on antibiotic landscapes. Science. 2016;353:1147–51.
- 48.
De Paepe M, Taddei F. Viruses’ life history: towards a mechanistic basis of a trade-off between survival and reproduction among phages. PLoS Biol. 2006;4:e193–9.
- 49.
Wall JD, Harriman PD. Phage P1 mutants with altered transducing abilities for Escherichia coli. Virology. 1974;59:532–44.
- 50.
García LR, Molineux IJ. Rate of translocation of bacteriophage T7 DNA across the membranes of Escherichia coli. J Bacteriol. 1995;177:4066–76.
- 51.
Novick SL, Baldeschwieler JD. Fluorescence measurement of the kinetics of DNA injection by bacteriophage lambda into liposomes. Biochemistry. 1988;27:7919–24.
- 52.
Dixit PD, Pang TY, Studier FW, Maslov S. Recombinant transfer in the basic genome of Escherichia coli. Proc Nat Acad Sci. 2015;112:9070–5.
- 53.
Rabinovitch A, Fishov I, Hadas H, Einav M, Zaritsky A. Bacteriophage T4 development in Escherichia coli is growth rate dependent. J Theor Biol. 2002;216:1–4.
- 54.
Edwards KF, Steward GF. Host traits drive viral life histories across phytoplankton viruses. Am Nat. 2018;191:566–81.
- 55.
Birch EW, Ruggero NA, Covert MW. Determining host metabolic limitations on viral replication via integrated modeling and experimental perturbation. PLoS Comput Biol. 2012;8:e1002746–12.
- 56.
Hallatschek O, Hersen P, Ramanathan S, Nelson DR. Genetic drift at expanding frontiers promotes gene segregation. Proc Natl Acad Sci USA. 2007;104:19926–30.
- 57.
Weitz JS, Dushoff J. Alternative stable states in host–phage dynamics. Theor Ecol. 2007;1:13–9.
Acknowledgements
This research has received funding from the European Research Council under the European Union’s Seventh Framework Programme (FP/2007 2013)/ERC Grant Agreement No. 740704. DP and SK acknowledge the support from the National Science Foundation Physics Frontiers Center Program (PHY 0822613 and PHY 1430124). This work was performed in part at the Aspen Center for Physics, which is supported by National Science Foundation grant PHY 1607611.
Author information
Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
About this article
Cite this article
Ping, D., Wang, T., Fraebel, D.T. et al. Hitchhiking, collapse, and contingency in phage infections of migrating bacterial populations. ISME J 14, 2007–2018 (2020). https://doi.org/10.1038/s41396-020-0664-9
Received:
Revised:
Accepted:
Published:
Issue Date:
Further reading
-
Intermicrobial Hitchhiking: How Nonmotile Microbes Leverage Communal Motility
Trends in Microbiology (2020)
-
Hitchhiking Behavior in Bacteriophages Facilitates Phage Infection and Enhances Carrier Bacteria Colonization
Environmental Science & Technology (2020)