Mutualisms are cooperative interactions between members of different species. We focus on obligate mutualism, where each species cannot survive without the other. From a theoretical aspect, obligate mutualism is similar to the relationship between male and female. Empirical data indicate a sex-ratio selection: male and female have a specific ratio in their population sizes. In the present paper, we apply lattice model to obligate mutualism between two species, and present a theory of “ratio selection” which is a generalization of sex-ratio selection. Computer simulations are carried out by two methods: local and global interactions. In the former, interactions occur between neighbouring cells, while in the latter they occur between any pair of cells. Simulations in both interactions show the so-called Allee effect: both species can survive, when both densities are large in some extent. However, we find a large difference between local and global simulations. In the case of local interaction, restriction for survival is found to be extremely severe compared to global interaction. Both species require a proper ratio for their sustainability. This result leads to the theory of ratio selection: when interaction occurs locally, the ratio of both species is uniquely determined. We discuss that the ratio selection explains not only the evolution of endosymbionts from free-living ancestors but also the evolution from endosymbionts to organelles.
Begon, M., Townsend, C.R. and Harper, J.L. (2006) Ecology: From Individuals to Ecosystems. Wiley, New York.
Bashary, R. and Bronstein, J.L. (2004) Game Structures in Mutualisms: What Can the Evidence Tell us about the Kind of Models We Need? Advances in the Study of Behavior, 34, 59-101. http://dx.doi.org/10.1016/S0065-3454(04)34002-7
Pellmyr, O. and Huth, C.J. (2002) Evolutionary Stability of Mutualism between Yuccas and Yucca Moths. Nature, 372, 257-260. http://dx.doi.org/10.1038/372257a0
Yokoi, H., Uehara, T., Kawai, T., Tateoka, Y. and Tainaka, K. (2014) Lattice and Lattice Gas Models for Commensalism: Two Shellfishes in Intertidal Zone. Open Journal of Ecology, 4, 671-677. http://dx.doi.org/10.4236/oje.2014.411057
Madigan, M.T., Martinko, J.M. and Parker, J. (2000) Biology of Microorganisms. Prentice Hall, Inc., New Jersey.
Goto, R., Okamoto, T., Kiers, E.T., Kawakita, A. and Kato, M. (2010) Selective Flower Abortion Maintains Moth Cooperation in a Newly Discovered Pollination Mutualism. Ecology Letters, 13, 321-329. http://dx.doi.org/10.1111/j.1461-0248.2009.01425.x
Berec, L. Boukal, D.S. and Berec, M. (2001) Linking the Allee Effect, Sexual Reproduction and Temperature-Dependent Sex Determination via Spatial Dynamics. American Naturalist, 157, 217-230. http://dx.doi.org/10.1086/318626
Tainaka, K., Hayashi, T. and Yoshimura, J. (2006) Sustainable Sex Ratio in Lattice Populations. Europhysics Letters, 74, 554-559. http://dx.doi.org/10.1209/epl/i2005-10558-3
Iwata, S., Kobayashi, K., Higa, S., Yoshimura, J. and Tainaka, K. (2011) A Simple Population Theory for Mutualism by the Use of Lattice Gas Model. Ecological Modelling, 222, 2042-2048. http://dx.doi.org/10.1016/j.ecolmodel.2011.04.009
Fisher, R.A. (1930) The Genetical Theory of Natural Selection. Clarendon Press, Oxford. http://dx.doi.org/10.5962/bhl.title.27468
Smith, J.M. (1968) Mathematical Ideas in Biology. Cambridge University Press, Cambridge. http://dx.doi.org/10.1017/CBO9780511565144
Charnov, E.L. (1982) The Theory of Sex Allocation. Princeton University Press, Princeton.
Shaw, R.F. and Mohler, J.D. (1953) The Selective Advantage of the Sex Ratio. American Naturalist, 87, 337-342. http://dx.doi.org/10.1086/281794
Karlin, S. and Lessard, S. (1986) Theoretical Studies on Sex Ratio Evolution. Princeton University Press, Princeton.
Cowgill, U.M. and Hutchinson, G.E. (1963) Differential Mortality among the Sexes in Childhood and Its Possible Significance in Human Evolution. Proceedings of the National Academy of Sciences of the United States of America, 49, 425-429. http://dx.doi.org/10.1073/pnas.49.4.425
Ito, H., Uehara, T., Morita, S., Tainaka, K. and Yoshimura, J. (2011) Slightly Male-Biased Sex Ratios for the Avoidance of Extinction. Evolutionary Ecology Research, 13, 759-764.
Yoshimura, J. (1997) The Evolutionary Origins of Periodical Cicadas during Ice Ages. The American Naturalist, 149, 112-124. http://dx.doi.org/10.1086/285981
Tanaka, Y., Yoshimura, J., Simon, C., Cooley, J.R. and Tainaka, K. (2009) The Allee Effect in the Selection for Prime-Numbered Cycles in Periodical Cicadas. Proceedings of the National Academy of Sciences of the United States of America, 106, 8975-8979. http://dx.doi.org/10.1073/pnas.0900215106
Tainaka, K. (2003) Perturbation Expansion and Optimized Death Rate in a Lattice Ecosystem. Ecological Modelling, 163, 73-85. http://dx.doi.org/10.1016/S0304-3800(02)00414-3
Tainaka, K. (1988) Lattice Model for the Lotka-Volterra System. Journal of the Physical Society of Japan, 57, 2588-2590. http://dx.doi.org/10.1143/JPSJ.57.2588
Tainaka, K. and Araki, N. (1999) Press Perturbation in Lattice Ecosystems: Parity Law and Optimum Strategy. Journal of Theoretical Biology, 197, 1-13. http://dx.doi.org/10.1006/jtbi.1998.0829
Frisch, U., Hasslacher, B. and Pomeau. Y. (1986) Lattice-Gas Automata for the Navier-Stokes Equation. Physical Review Letters, 56, 1505-1508. http://dx.doi.org/10.1103/PhysRevLett.56.1505
Hagiwara, T., Ushimaru, T., Tainaka, K., Kurachi, H. and Yoshimura, J. (2011) Apoptosis at Inflection Point in Liquid Culture of Budding Yeasts. PLoS ONE, 6, e19224. http://dx.doi.org/10.1371/journal.pone.0019224
Hofbauer, J. and Sigmund, K. (1998) Evolutionary Games and Population Dynamics. Cambridge University Press, Cambridge. http://dx.doi.org/10.1017/CBO9781139173179
Takeuchi, Y. (1996) Global Dynamical Properties of Lotka-Volterra Systems. World Scientific, Singapore.
Hardy, I.C.W. (2002) Sex Ratios: Concepts and Research Methods. Cambridge University Press, Cambridge. http://dx.doi.org/10.1017/CBO9780511542053
Hamilton, W.D. (1967) Extraordinary Sex Ratios. Science, 156, 477-488. http://dx.doi.org/10.1126/science.156.3774.477
Rosenberg, E., Koren, O., Reshef, L., Efrony, R. and Zilber-Rosenberg, I. (2007) The Role of Microorganisms in Coral Health, Disease and Evolution. Nature Reviews Microbiology, 5, 355-362. http://dx.doi.org/10.1038/nrmicro1635
Miwa, I. (2009) Regulation of Circadian Rhythms of Paramecium Bursaria by Symbiotic Chlorella Species. In: Fujishima, M., Ed., Endosymbionts in Paramecium, Springer-Verlag, Berlin, 83-110. http://dx.doi.org/10.1007/978-3-540-92677-1_4
Fiegna, F., Yu, Y.-T.N., Kadam, S.V. and Velicer, G.J. (2006). Evolution of an Obligate Social Cheater to a Superior Cooperator. Nature, 441, 310-314. http://dx.doi.org/10.1038/nature04677
Milo, R. and Philips, R. (2014) Cell Biology by the Number. http://book.bionumbers.org/
Hosokawa, T., Ishii, Y., Nikoh, N., Fujie, M., Satoh, N. and Fukatsu, T. (2016) Obligate Bacterial Mutualists Evolving from Environmental Bacteria in Natural Insect Populations. Nature Microbiology, 1, Article Number: 15011. http://dx.doi.org/10.1038/nmicrobiol.2015.11
Sagan, L. (1967) On the Origin of Mitosing Cells. Journal of Theoretical Biology, 14, 255-274. http://dx.doi.org/10.1016/0022-5193(67)90079-3
Margulis, L. and Sagan, D. (2001) Marvellous Microbes. Resurgence, 206, 10-12.