Literature DB >> 11520502

On the dispersion index of a Markovian molecular clock.

Q Zheng1.   

Abstract

The number of nucleotide substitutions accumulated in a gene or in a lineage is an important random variable in the study of molecular evolution. Of particular interest is the ratio of the variance to the mean of that random variable, often known as the dispersion index. Because nucleotide substitution is most commonly modeled by a continuous-time four-state Markov chain, this paper provides a systematic method of computing the dispersion indices exhibited by a continuous-time four-state Markov chain. Using this method along with computer algebra and Monte Carlo simulation, this paper offers partially proven conjectures that were supported by thorough computer experiments. It is believed that the Tamura model, the equal-input model and the Takahata-Kimura model always exhibit dispersion indices less than 2. It is also believed that a general four-state model can be chosen to exhibit a dispersion index of any desired magnitude, although the chance of a randomly chosen such model exhibiting a dispersion index greater than 2 is as small as about 2%. Relevance of these findings to the neutral theory is discussed.

Mesh:

Year:  2001        PMID: 11520502     DOI: 10.1016/s0025-5564(01)00067-0

Source DB:  PubMed          Journal:  Math Biosci        ISSN: 0025-5564            Impact factor:   2.144


  4 in total

1.  Counting labeled transitions in continuous-time Markov models of evolution.

Authors:  Vladimir N Minin; Marc A Suchard
Journal:  J Math Biol       Date:  2007-09-14       Impact factor: 2.259

2.  Calculating Higher-Order Moments of Phylogenetic Stochastic Mapping Summaries in Linear Time.

Authors:  Amrit Dhar; Vladimir N Minin
Journal:  J Comput Biol       Date:  2017-02-08       Impact factor: 1.479

3.  A Kolmogorov-Smirnov test for the molecular clock based on Bayesian ensembles of phylogenies.

Authors:  Fernando Antoneli; Fernando M Passos; Luciano R Lopes; Marcelo R S Briones
Journal:  PLoS One       Date:  2018-01-04       Impact factor: 3.240

4.  A Simple, General Result for the Variance of Substitution Number in Molecular Evolution.

Authors:  Bahram Houchmandzadeh; Marcel Vallade
Journal:  Mol Biol Evol       Date:  2016-04-06       Impact factor: 16.240

  4 in total

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