Literature DB >> 26589823

The free energy method and the Wright-Fisher model with 2 alleles.

Tat Dat Tran1, Julian Hofrichter2, Jürgen Jost3,4.   

Abstract

We systematically investigate the Wright-Fisher model of population genetics with the free energy functional formalism of statistical mechanics and in the light of recent mathematical work on the connection between Fokker-Planck equations and free energy functionals. In statistical physics, entropy increases, or equivalently, free energy decreases, and the asymptotic state is given by a Gibbs-type distribution. This also works for the Wright-Fisher model when rewritten in divergence to identify the correct free energy functional. We not only recover the known results about the stationary distribution, that is, the asymptotic equilibrium state of the model, in the presence of positive mutation rates and possibly also selection, but can also provide detailed formulae for the rate of convergence towards that stationary distribution. In the present paper, the method is illustrated for the simplest case only, that of two alleles.

Keywords:  Entropy; Entropy production; Free energy functional; Mutations; Random genetic drift; Reversible distribution; Selection; Stationary distribution; Wright–Fisher model

Mesh:

Year:  2015        PMID: 26589823     DOI: 10.1007/s12064-015-0218-2

Source DB:  PubMed          Journal:  Theory Biosci        ISSN: 1431-7613            Impact factor:   1.919


  8 in total

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Authors:  A J McKane; D Waxman
Journal:  J Theor Biol       Date:  2007-04-27       Impact factor: 2.691

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Authors:  Bahram Houchmandzadeh; Marcel Vallade
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2010-11-09

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Authors:  G A Watterson
Journal:  Theor Popul Biol       Date:  1977-10       Impact factor: 1.570

4.  Exact results for a noise-induced bistable system.

Authors:  Bahram Houchmandzadeh; Marcel Vallade
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2015-02-11

5.  The frequency-dependent Wright-Fisher model: diffusive and non-diffusive approximations.

Authors:  Fabio A C C Chalub; Max O Souza
Journal:  J Math Biol       Date:  2013-03-16       Impact factor: 2.259

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Authors:  S N Ethier; M F Norman
Journal:  Proc Natl Acad Sci U S A       Date:  1977-11       Impact factor: 11.205

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Authors:  Y Iwasa
Journal:  J Theor Biol       Date:  1988-12-07       Impact factor: 2.691

8.  An introduction to the mathematical structure of the Wright-Fisher model of population genetics.

Authors:  Tat Dat Tran; Julian Hofrichter; Jürgen Jost
Journal:  Theory Biosci       Date:  2012-12-14       Impact factor: 1.919

  8 in total
  1 in total

1.  A stochastic differential game approach toward animal migration.

Authors:  Hidekazu Yoshioka
Journal:  Theory Biosci       Date:  2019-04-11       Impact factor: 1.919

  1 in total

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