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Including RNA secondary structures improves accuracy and robustness in reconstruction of phylogenetic trees

BACKGROUND: In several studies, secondary structures of ribosomal genes have been used to improve the quality of phylogenetic reconstructions. An extensive evaluation of the benefits of secondary structure, however, is lacking. RESULTS: This is the first study to counter this deficiency. We inspecte...

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Autores principales: Keller, Alexander, Förster, Frank, Müller, Tobias, Dandekar, Thomas, Schultz, Jörg, Wolf, Matthias
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2821295/
https://www.ncbi.nlm.nih.gov/pubmed/20078867
http://dx.doi.org/10.1186/1745-6150-5-4
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author Keller, Alexander
Förster, Frank
Müller, Tobias
Dandekar, Thomas
Schultz, Jörg
Wolf, Matthias
author_facet Keller, Alexander
Förster, Frank
Müller, Tobias
Dandekar, Thomas
Schultz, Jörg
Wolf, Matthias
author_sort Keller, Alexander
collection PubMed
description BACKGROUND: In several studies, secondary structures of ribosomal genes have been used to improve the quality of phylogenetic reconstructions. An extensive evaluation of the benefits of secondary structure, however, is lacking. RESULTS: This is the first study to counter this deficiency. We inspected the accuracy and robustness of phylogenetics with individual secondary structures by simulation experiments for artificial tree topologies with up to 18 taxa and for divergency levels in the range of typical phylogenetic studies. We chose the internal transcribed spacer 2 of the ribosomal cistron as an exemplary marker region. Simulation integrated the coevolution process of sequences with secondary structures. Additionally, the phylogenetic power of marker size duplication was investigated and compared with sequence and sequence-structure reconstruction methods. The results clearly show that accuracy and robustness of Neighbor Joining trees are largely improved by structural information in contrast to sequence only data, whereas a doubled marker size only accounts for robustness. CONCLUSIONS: Individual secondary structures of ribosomal RNA sequences provide a valuable gain of information content that is useful for phylogenetics. Thus, the usage of ITS2 sequence together with secondary structure for taxonomic inferences is recommended. Other reconstruction methods as maximum likelihood, bayesian inference or maximum parsimony may equally profit from secondary structure inclusion. REVIEWERS: This article was reviewed by Shamil Sunyaev, Andrea Tanzer (nominated by Frank Eisenhaber) and Eugene V. Koonin. OPEN PEER REVIEW: Reviewed by Shamil Sunyaev, Andrea Tanzer (nominated by Frank Eisenhaber) and Eugene V. Koonin. For the full reviews, please go to the Reviewers' comments section.
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spelling pubmed-28212952010-02-15 Including RNA secondary structures improves accuracy and robustness in reconstruction of phylogenetic trees Keller, Alexander Förster, Frank Müller, Tobias Dandekar, Thomas Schultz, Jörg Wolf, Matthias Biol Direct Research BACKGROUND: In several studies, secondary structures of ribosomal genes have been used to improve the quality of phylogenetic reconstructions. An extensive evaluation of the benefits of secondary structure, however, is lacking. RESULTS: This is the first study to counter this deficiency. We inspected the accuracy and robustness of phylogenetics with individual secondary structures by simulation experiments for artificial tree topologies with up to 18 taxa and for divergency levels in the range of typical phylogenetic studies. We chose the internal transcribed spacer 2 of the ribosomal cistron as an exemplary marker region. Simulation integrated the coevolution process of sequences with secondary structures. Additionally, the phylogenetic power of marker size duplication was investigated and compared with sequence and sequence-structure reconstruction methods. The results clearly show that accuracy and robustness of Neighbor Joining trees are largely improved by structural information in contrast to sequence only data, whereas a doubled marker size only accounts for robustness. CONCLUSIONS: Individual secondary structures of ribosomal RNA sequences provide a valuable gain of information content that is useful for phylogenetics. Thus, the usage of ITS2 sequence together with secondary structure for taxonomic inferences is recommended. Other reconstruction methods as maximum likelihood, bayesian inference or maximum parsimony may equally profit from secondary structure inclusion. REVIEWERS: This article was reviewed by Shamil Sunyaev, Andrea Tanzer (nominated by Frank Eisenhaber) and Eugene V. Koonin. OPEN PEER REVIEW: Reviewed by Shamil Sunyaev, Andrea Tanzer (nominated by Frank Eisenhaber) and Eugene V. Koonin. For the full reviews, please go to the Reviewers' comments section. BioMed Central 2010-01-15 /pmc/articles/PMC2821295/ /pubmed/20078867 http://dx.doi.org/10.1186/1745-6150-5-4 Text en Copyright ©2010 Keller et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Keller, Alexander
Förster, Frank
Müller, Tobias
Dandekar, Thomas
Schultz, Jörg
Wolf, Matthias
Including RNA secondary structures improves accuracy and robustness in reconstruction of phylogenetic trees
title Including RNA secondary structures improves accuracy and robustness in reconstruction of phylogenetic trees
title_full Including RNA secondary structures improves accuracy and robustness in reconstruction of phylogenetic trees
title_fullStr Including RNA secondary structures improves accuracy and robustness in reconstruction of phylogenetic trees
title_full_unstemmed Including RNA secondary structures improves accuracy and robustness in reconstruction of phylogenetic trees
title_short Including RNA secondary structures improves accuracy and robustness in reconstruction of phylogenetic trees
title_sort including rna secondary structures improves accuracy and robustness in reconstruction of phylogenetic trees
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2821295/
https://www.ncbi.nlm.nih.gov/pubmed/20078867
http://dx.doi.org/10.1186/1745-6150-5-4
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