Convergence rate estimation for the TKF91 model of biological sequence length evolution

被引:5
作者
Mitrophanov, Alexander Y.
Borodovsky, Mark [1 ]
机构
[1] Georgia Inst Technol, Wallace H Coulter Dept Biomed Engn, Atlanta, GA 30332 USA
[2] Emory Univ, Atlanta, GA 30322 USA
[3] Georgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
关键词
evolution of biological sequences; mutation; TKF91; model; birth-death process; exponential convergence; convergence bound;
D O I
10.1016/j.mbs.2007.02.011
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The TKF91 model of biological sequence evolution describes changes in the sequence length via an infinite state-space birth-death process, which we term the TKF91-BD process. The TKF91 model assumes that, for any pair of modern sequences, the ancestral sequence has equilibrium length distribution, an assumption whose validity has not been rigorously investigated. We obtain explicit upper and lower bounds on the rate of convergence to equilibrium for the distribution of the TKF91-BD process. We show that the rate of convergence of the TKF91-BD process for protein sequences with parameter values inferred from sequence data on alpha and beta globins is too low to guarantee convergence to equilibrium on a reasonable time-scale. For the analyzed nucleotide sequences, the convergence is faster, but the equilibrium sequence length is unrealistically small. The Jukes-Cantor model of nucleotide substitutions can converge considerably faster than the length evolution model for both amino acid and nucleotide sequences, while the speed of convergence for the Kimura model is close to that for the TKF91-BD process describing nucleotide sequences. (C) 2007 Published by Elsevier Inc.
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页码:470 / 485
页数:16
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