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Issue No.01 - January-March (2005 vol.2)
pp: 15-28
ABSTRACT
The problem of reconstructing the duplication history of a set of tandemly repeated sequences was first introduced by Fitch [4]. Many recent studies deal with this problem, showing the validity of the unequal recombination model proposed by Fitch, describing numerous inference algorithms, and exploring the combinatorial properties of these new mathematical objects, which are duplication trees. In this paper, we deal with the topological rearrangement of these trees. Classical rearrangements used in phylogeny (NNI, SPR, TBR, ...) cannot be applied directly on duplication trees. We show that restricting the neighborhood defined by the SPR (Subtree Pruning and Regrafting) rearrangement to valid duplication trees, allows exploring the whole duplication tree space. We use these restricted rearrangements in a local search method which improves an initial tree via successive rearrangements. This method is applied to the optimization of parsimony and minimum evolution criteria. We show through simulations that this method improves all existing programs for both reconstructing the topology of the true tree and recovering its duplication events. We apply this approach to tandemly repeated human Zinc finger genes and observe that a much better duplication tree is obtained by our method than using any other program.
INDEX TERMS
Tandem duplication trees, phylogeny, topological rearrangements, local search, parsimony, minimum evolution, Zinc finger genes.
CITATION
Denis Bertrand, Olivier Gascuel, "Topological Rearrangements and Local Search Method for Tandem Duplication Trees", IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol.2, no. 1, pp. 15-28, January-March 2005, doi:10.1109/TCBB.2005.15
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