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

journal contribution
posted on 2023-05-18, 18:15 authored by Peter JarvisPeter Jarvis, Jeremy SumnerJeremy Sumner

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 12(3L + (−1)L) and 6L−1 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.

(This record is corrected by UTAS eCite record 145173)

Funding

Australian Research Council

History

Publication title

Journal of Mathematical Biology

Volume

73

Pagination

259-282

ISSN

0303-6812

Department/School

School of Natural Sciences

Publisher

Springer-Verlag

Place of publication

175 Fifth Ave, New York, USA, Ny, 10010

Rights statement

Copyright 2015 Springer-Verlag Berlin Heidelberg

Repository Status

  • Restricted

Socio-economic Objectives

Expanding knowledge in the physical sciences

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