On the dispersion index of a Markovian molecular clock

Authors
Citation
Q. Zheng, On the dispersion index of a Markovian molecular clock, MATH BIOSCI, 172(2), 2001, pp. 115-128
Citations number
35
Categorie Soggetti
Multidisciplinary
Journal title
MATHEMATICAL BIOSCIENCES
ISSN journal
00255564 → ACNP
Volume
172
Issue
2
Year of publication
2001
Pages
115 - 128
Database
ISI
SICI code
0025-5564(200108)172:2<115:OTDIOA>2.0.ZU;2-W
Abstract
The number of nucleotide substitutions accumulated in a gene or in a lineag e is an important random variable in the study of molecular evolution. Of p articular interest is the ratio of the variance to the mean of that random variable, often known as the dispersion index. Because nucleotide substitut ion 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 p artially proven conjectures that were supported by thorough computer experi ments. 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 di spersion 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 . (C) 2001 Published by Elsevier Science Inc.