A microbial modified prisoner's dilemma game: how frequency-dependent selection can lead to random phase variation
- PMID: 15757682
- DOI: 10.1016/j.jtbi.2004.11.021
A microbial modified prisoner's dilemma game: how frequency-dependent selection can lead to random phase variation
Abstract
Random phase variation (RPV) is a control strategy in which the expression of a cell state or phenotype randomly alternates between discrete 'on' and 'off' states. Though this mode of control is common for bacterial virulence factors like pili and toxins, precise conditions under which RPV confers an advantage have not been well defined. In Part I of this study, we predicted that fluctuating environments select for RPV if transitions between different selective environments cannot be reliably sensed (J. Theor. Biol. (2005)). However, selective forces both inside and outside of human hosts are also likely to be frequency dependent in the sense that the fitnesses of some bacterial states are greatest when rare. Here we show that RPV at slow rates can provide a survival advantage in such a frequency-dependent environment by generating population heterogeneity, essentially mimicking a polymorphism. More surprisingly, RPV at a faster 'optimal' rate can shift the population composition toward an optimal growth rate that exceeds that possible for polymorphic populations, but this optimal strategy is not evolutionarily stable. The population would be most fit if all cells randomly phase varied at the optimal rate, but individual cells have a growth-rate incentive to defect (mutate) to other switching rates or non-phase variable phenotype expression, leading to an overall loss of fitness of the individual and the population. This scenario describes a modified Prisoner's Dilemma game (Evolution and the Theory of Games, Cambridge University Press, Cambridge, New York, 1982, viii, 224pp.; Nature 398 (6726) (1999) 367), with random phase variation at optimal switching rates serving as the cooperation strategy.
Similar articles
-
Diversity in times of adversity: probabilistic strategies in microbial survival games.J Theor Biol. 2005 May 21;234(2):227-53. doi: 10.1016/j.jtbi.2004.11.020. Epub 2005 Jan 24. J Theor Biol. 2005. PMID: 15757681
-
Evolutionary dynamics of finite populations in games with polymorphic fitness equilibria.J Theor Biol. 2007 Aug 7;247(3):426-41. doi: 10.1016/j.jtbi.2007.03.004. Epub 2007 Mar 12. J Theor Biol. 2007. PMID: 17466341
-
No strategy is evolutionarily stable in the repeated prisoner's dilemma.J Theor Biol. 1994 May 21;168(2):117-30. doi: 10.1006/jtbi.1994.1092. J Theor Biol. 1994. PMID: 8022193
-
Modelling the evolution of mutualistic symbioses.Methods Mol Biol. 2012;804:481-99. doi: 10.1007/978-1-61779-361-5_24. Methods Mol Biol. 2012. PMID: 22144168 Review.
-
Bacteria and game theory: the rise and fall of cooperation in spatially heterogeneous environments.Interface Focus. 2014 Aug 6;4(4):20140029. doi: 10.1098/rsfs.2014.0029. Interface Focus. 2014. PMID: 25097750 Free PMC article. Review.
Cited by
-
Negative frequency-dependent interactions can underlie phenotypic heterogeneity in a clonal microbial population.Mol Syst Biol. 2016 Aug 3;12(8):877. doi: 10.15252/msb.20167033. Mol Syst Biol. 2016. PMID: 27487817 Free PMC article.
-
Contribution of SPI-1 bistability to Salmonella enterica cooperative virulence: insights from single cell analysis.Sci Rep. 2018 Oct 5;8(1):14875. doi: 10.1038/s41598-018-33137-z. Sci Rep. 2018. PMID: 30291285 Free PMC article.
-
Temperature control of fimbriation circuit switch in uropathogenic Escherichia coli: quantitative analysis via automated model abstraction.PLoS Comput Biol. 2010 Mar 26;6(3):e1000723. doi: 10.1371/journal.pcbi.1000723. PLoS Comput Biol. 2010. PMID: 20361050 Free PMC article.
-
Generalized Solutions of Parrondo's Games.Adv Sci (Weinh). 2020 Nov 7;7(24):2001126. doi: 10.1002/advs.202001126. eCollection 2020 Dec. Adv Sci (Weinh). 2020. PMID: 33344113 Free PMC article.
-
Evolution of a bistable genetic system in fluctuating and nonfluctuating environments.Proc Natl Acad Sci U S A. 2024 Sep 3;121(36):e2322371121. doi: 10.1073/pnas.2322371121. Epub 2024 Aug 30. Proc Natl Acad Sci U S A. 2024. PMID: 39213178 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources