Literature DB >> 26660305

Matrix group structure and Markov invariants in the strand symmetric phylogenetic substitution model.

Peter D Jarvis1, Jeremy G Sumner2.   

Abstract

We consider the continuous-time presentation of the strand symmetric phylogenetic substitution model (in which rate parameters are unchanged under nucleotide permutations given by Watson-Crick base conjugation). Algebraic analysis of the model's underlying structure as a matrix group leads to a change of basis where the rate generator matrix is given by a two-part block decomposition. We apply representation theoretic techniques and, for any (fixed) number of phylogenetic taxa L and polynomial degree D of interest, provide the means to classify and enumerate the associated Markov invariants. In particular, in the quadratic and cubic cases we prove there are precisely [Formula: see text] and [Formula: see text] linearly independent Markov invariants, respectively. Additionally, we give the explicit polynomial forms of the Markov invariants for (i) the quadratic case with any number of taxa L, and (ii) the cubic case in the special case of a three-taxon phylogenetic tree. We close by showing our results are of practical interest since the quadratic Markov invariants provide independent estimates of phylogenetic distances based on (i) substitution rates within Watson-Crick conjugate pairs, and (ii) substitution rates across conjugate base pairs.

Keywords:  Group theory; Markov invariants; Phylogenetics; Representation theory

Mesh:

Year:  2015        PMID: 26660305     DOI: 10.1007/s00285-015-0951-7

Source DB:  PubMed          Journal:  J Math Biol        ISSN: 0303-6812            Impact factor:   2.259


  22 in total

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2.  Markov invariants for phylogenetic rate matrices derived from embedded submodels.

Authors:  Peter D Jarvis; Jeremy G Sumner
Journal:  IEEE/ACM Trans Comput Biol Bioinform       Date:  2012 May-Jun       Impact factor: 3.710

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5.  Markov invariants and the isotropy subgroup of a quartet tree.

Authors:  J G Sumner; P D Jarvis
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6.  Counting phylogenetic invariants in some simple cases.

Authors:  J Felsenstein
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8.  Lie Markov models with purine/pyrimidine symmetry.

Authors:  Jesús Fernández-Sánchez; Jeremy G Sumner; Peter D Jarvis; Michael D Woodhams
Journal:  J Math Biol       Date:  2014-04-11       Impact factor: 2.259

9.  A rate-independent technique for analysis of nucleic acid sequences: evolutionary parsimony.

Authors:  J A Lake
Journal:  Mol Biol Evol       Date:  1987-03       Impact factor: 16.240

10.  A New Hierarchy of Phylogenetic Models Consistent with Heterogeneous Substitution Rates.

Authors:  Michael D Woodhams; Jesús Fernández-Sánchez; Jeremy G Sumner
Journal:  Syst Biol       Date:  2015-04-08       Impact factor: 15.683

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