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Genetic distance and species formation in evolving populations

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Summary

We compare the behavior of the genetic distance between individuals in evolving populations for three stochastic models.

In the first model reproduction is asexual and the distribution of genetic distances reflects the genealogical tree of the population. This distribution fluctuates greatly in time, even for very large populations.

In the second model reproduction is sexual with random mating allowed between any pair of individuals. In this case, the population becomes homogeneous and the genetic distance between pairs of individuals has small fluctuations which vanish in the limit of an infinitely large population.

In the third model reproduction is still sexual but instead of random mating, mating only occurs between individuals which are genetically similar to each other. In that case, the population splits spontaneously into species which are in reproductive isolation from one another and one observes a steady state with a continual appearance and extinction of species in the population. We discuss this model in relation to the biological theory of speciation and isolating mechanisms.

We also point out similarities between these three models of evolving populations and the theory of disordered systems in physics.

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References

  • Abbott LF (1988) A model of autocatalytic replication. J Mol Evol 27:114

    Google Scholar 

  • Amitrano C, Peliti L, Saber M (1989) Population dynamics in a spin-glass model of chemical evolution. J Mol Evol 29:513

    Google Scholar 

  • Binder K, Young AP (1986) Spin glasses: experimental facts, theoretical concepts and open questions. Rev Mod Phys 58: 801

    Google Scholar 

  • Bishop MJ, Friday AE (1985) Evolutionary trees from nucleic acid and protein sequences. Proc Roy Soc Lond B226:271

    Google Scholar 

  • Blaisdell BE (1989) Effectiveness of measures requiring and not requiring prior sequence alignment for estimating the dissimilarity of natural sequences. J Mol Evol 29:526

    Google Scholar 

  • Crosby JL (1970) The evolution of genetic discontinuity: computer models of the selection of barriers to interbreeding between species. Heredity 25:253

    Google Scholar 

  • Crow JF, Kimura M (1970) An introduction to population genetics theory. Harper and Row, New York

    Google Scholar 

  • Derrida B, Bessis D (1988) Statistical properties of valleys in the annealed random map model. J Phys A Math Gen 21:L509

    Google Scholar 

  • Derrida B, Flyvbjerg H (1987a) The random map model: a disordered system with deterministic dynamics. J Phys France 48:971

    Google Scholar 

  • Derrida B, Flyvbjerg H (1987b) Statistical properties of randomly broken objects and of multi-valley structures in disordered systems. J Phys A Math Gen 20:5273

    Google Scholar 

  • Derrida B, Peliti L (1991) Evolution in a flat fitness landscape. Bull Math Biol 53:355

    Google Scholar 

  • Epstein H, Ruelle D (1989) Test of a probabilistic model of evolutionary success. Physics Reports 184:289

    Google Scholar 

  • Felsenstein J (1981) Evolutionary trees from DNA sequences: a maximum likelihood approach. J Mol Evol 17:368

    CAS  PubMed  Google Scholar 

  • Fontana W, Schnabl W, Schuster P (1989) Physical aspects of evolutionary optimization and adaptation. Phys Rev A 40: 3301

    Google Scholar 

  • Fontanari JF (1991) The adaptive map model. J Phys A Math Gen 24:L615

    Google Scholar 

  • Goodman M (1981) Decoding the pattern of protein evolution. Prog Biophys Mol Biol 38:105

    Google Scholar 

  • Grant V (1991) The evolutionary process. Columbia University Press, New York

    Google Scholar 

  • Higgs PG, Derrida B (1991) Stochastic models for species formation in evolving population. J Phys A Math Gen 24:L985

    Google Scholar 

  • Higgs PG, Orland H (1991) Scaling of polyelectrolytes and polyamphlytes—Simulation by an ensemble growth method. J Chem Phys 95:4506

    Google Scholar 

  • Kauffman SA (1989) Lectures in the science of complexity. In Stein DL (ed) (Proceedings of the Summer School on Complex Systems, Santa Fe 1988). Addison-Wesley, Reading MA

    Google Scholar 

  • Kauffman SA, Levin S (1987) Towards a general theory of adaptive walks in rugged fitness landscapes. J Theor Biol 128:11

    Google Scholar 

  • Kimura M (1983) The neutral theory of molecular evolution. Cambridge University Press, Cambridge

    Google Scholar 

  • Li WH, Nei M (1975) Drift variances of heterozygosity and genetic distance in transient states. Genet Res Camb 25:229

    Google Scholar 

  • Maynard Smith J (1966) Sympatric speciation. American Naturalist 100:637

    Google Scholar 

  • Maynard Smith J (1989) Evolutionary genetics. Oxford University Press, Oxford

    Google Scholar 

  • Mayr E (1970) Populations, species and evolution. Harvard University Press, Cambridge

    Google Scholar 

  • Mézard M, Parisi G, Virasoro MA (1987) Spin glass theory and beyond. World Scientific, Singapore

    Google Scholar 

  • Peliti L (1990) A spin glass model of chemical evolution. Physica A 168:619

    Google Scholar 

  • Rammal R, Toulouse G, Virasoro MA (1986) Ultrametricity for physicists. Rev Mod Phys 58:765

    Google Scholar 

  • Rokhsar DS, Anderson PW, Stein DL (1986) Self-organization in prebiological systems: simulation of a model for the origin of genetic information. J Mol Evol 23:119

    Google Scholar 

  • Sankoff D, Kruskal JB (1983) Time warps, string edits, and macromolecules: theory and practice of sequence comparison. Addison-Wesley, Reading MA

    Google Scholar 

  • Schuster P, Swetina J (1988) Stationary mutant distributions and evolutionary optimization. Bull Math Biol 50:635

    Google Scholar 

  • Serva M, Peliti L (1991) A statistical model of an evolving population with sexual reproduction. J Phys A Math Gen 24:L705

    Google Scholar 

  • Shakhnovich EI, Gutin AM (1989) Formation of a unique structure in polypeptide chains. Theoretical investigation with the aid of a replica approach. Biophys Chem 34:187

    Google Scholar 

  • Sokal RR, Sneath PHA (1963) Principles of numerical taxonomy. WH Freeman, San Francisco

    Google Scholar 

  • Stewart FM (1976) Variability in the amount of heterozygosity maintained by neutral mutations. Theor Pop Biol 9:188

    Google Scholar 

  • Tarazona P (1991) Error thresholds for molecular quasispecies as phase transitions: from simple landscapes to spin glass models. Preprint

  • Wright S (1931) Evolution in Mendelian populations. Genetics 16:97

    Google Scholar 

  • Zhang YC, Serva M, Polikarpov M (1990) Diffusion reproduction processes. J Stat Phys 58:849

    Google Scholar 

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Higgs, P.G., Derrida, B. Genetic distance and species formation in evolving populations. J Mol Evol 35, 454–465 (1992). https://doi.org/10.1007/BF00171824

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  • DOI: https://doi.org/10.1007/BF00171824

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