Literature DB >> 34951650

Using Information Theory to Detect Rogue Taxa and Improve Consensus Trees.

Martin R Smith1.   

Abstract

"Rogue" taxa of uncertain affinity can confound attempts to summarize the results of phylogenetic analyses. Rogues reduce resolution and support values in consensus trees, potentially obscuring strong evidence for relationships between other taxa. Information theory provides a principled means of assessing the congruence between a set of trees and their consensus, allowing rogue taxa to be identified more effectively than when using ad hoc measures of tree quality. A basic implementation of this approach in R recovers reduced consensus trees that are better resolved, more accurate, and more informative than those generated by existing methods. [Consensus trees; information theory; phylogenetic software; Rogue taxa.].
© The Author(s) 2021. Published by Oxford University Press on behalf of the Society of Systematic Biologists.

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Year:  2022        PMID: 34951650      PMCID: PMC9366444          DOI: 10.1093/sysbio/syab099

Source DB:  PubMed          Journal:  Syst Biol        ISSN: 1063-5157            Impact factor:   9.160


  19 in total

1.  Fragmentary taxa, missing data, and ambiguity: mistaken assumptions and conclusions.

Authors:  Maureen Kearney
Journal:  Syst Biol       Date:  2002-04       Impact factor: 15.683

2.  Hierarchical mutual information for the comparison of hierarchical community structures in complex networks.

Authors:  Juan Ignacio Perotti; Claudio Juan Tessone; Guido Caldarelli
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2015-12-22

3.  The information content of trees and their matrix representations.

Authors:  Mark Wilkinson; James Cotton; Joseph Thorley
Journal:  Syst Biol       Date:  2004-12       Impact factor: 15.683

4.  RAxML-VI-HPC: maximum likelihood-based phylogenetic analyses with thousands of taxa and mixed models.

Authors:  Alexandros Stamatakis
Journal:  Bioinformatics       Date:  2006-08-23       Impact factor: 6.937

5.  A justification for reporting the majority-rule consensus tree in Bayesian phylogenetics.

Authors:  Mark T Holder; Jeet Sukumaran; Paul O Lewis
Journal:  Syst Biol       Date:  2008-10       Impact factor: 15.683

6.  Identifying unstable taxa: Efficient implementation of triplet-based measures of stability, and comparison with Phyutility and RogueNaRok.

Authors:  Pablo A Goloboff; Claudia A Szumik
Journal:  Mol Phylogenet Evol       Date:  2015-04-10       Impact factor: 4.286

7.  tqDist: a library for computing the quartet and triplet distances between binary or general trees.

Authors:  Andreas Sand; Morten K Holt; Jens Johansen; Gerth Stølting Brodal; Thomas Mailund; Christian N S Pedersen
Journal:  Bioinformatics       Date:  2014-03-20       Impact factor: 6.937

Review 8.  Review Paper: The Shape of Phylogenetic Treespace.

Authors:  Katherine St. John
Journal:  Syst Biol       Date:  2017-01-01       Impact factor: 15.683

9.  Pruning rogue taxa improves phylogenetic accuracy: an efficient algorithm and webservice.

Authors:  Andre J Aberer; Denis Krompass; Alexandros Stamatakis
Journal:  Syst Biol       Date:  2012-09-06       Impact factor: 15.683

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