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Consequences of Substitution Model Selection on Protein Ancestral Sequence Reconstruction
The selection of the best-fitting substitution model of molecular evolution is a traditional step for phylogenetic inferences, including ancestral sequence reconstruction (ASR). However, a few recent studies suggested that applying this procedure does not affect the accuracy of phylogenetic tree rec...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9254009/ https://www.ncbi.nlm.nih.gov/pubmed/35789388 http://dx.doi.org/10.1093/molbev/msac144 |
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author | Del Amparo, Roberto Arenas, Miguel |
author_facet | Del Amparo, Roberto Arenas, Miguel |
author_sort | Del Amparo, Roberto |
collection | PubMed |
description | The selection of the best-fitting substitution model of molecular evolution is a traditional step for phylogenetic inferences, including ancestral sequence reconstruction (ASR). However, a few recent studies suggested that applying this procedure does not affect the accuracy of phylogenetic tree reconstruction. Here, we revisited this debate topic by analyzing the influence of selection among substitution models of protein evolution, with focus on exchangeability matrices, on the accuracy of ASR using simulated and real data. We found that the selected best-fitting substitution model produces the most accurate ancestral sequences, especially if the data present large genetic diversity. Indeed, ancestral sequences reconstructed under substitution models with similar exchangeability matrices were similar, suggesting that if the selected best-fitting model cannot be used for the reconstruction, applying a model similar to the selected one is preferred. We conclude that selecting among substitution models of protein evolution is recommended for reconstructing accurate ancestral sequences. |
format | Online Article Text |
id | pubmed-9254009 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-92540092022-07-05 Consequences of Substitution Model Selection on Protein Ancestral Sequence Reconstruction Del Amparo, Roberto Arenas, Miguel Mol Biol Evol Methods The selection of the best-fitting substitution model of molecular evolution is a traditional step for phylogenetic inferences, including ancestral sequence reconstruction (ASR). However, a few recent studies suggested that applying this procedure does not affect the accuracy of phylogenetic tree reconstruction. Here, we revisited this debate topic by analyzing the influence of selection among substitution models of protein evolution, with focus on exchangeability matrices, on the accuracy of ASR using simulated and real data. We found that the selected best-fitting substitution model produces the most accurate ancestral sequences, especially if the data present large genetic diversity. Indeed, ancestral sequences reconstructed under substitution models with similar exchangeability matrices were similar, suggesting that if the selected best-fitting model cannot be used for the reconstruction, applying a model similar to the selected one is preferred. We conclude that selecting among substitution models of protein evolution is recommended for reconstructing accurate ancestral sequences. Oxford University Press 2022-07-05 /pmc/articles/PMC9254009/ /pubmed/35789388 http://dx.doi.org/10.1093/molbev/msac144 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Society for Molecular Biology and Evolution. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Methods Del Amparo, Roberto Arenas, Miguel Consequences of Substitution Model Selection on Protein Ancestral Sequence Reconstruction |
title | Consequences of Substitution Model Selection on Protein Ancestral Sequence Reconstruction |
title_full | Consequences of Substitution Model Selection on Protein Ancestral Sequence Reconstruction |
title_fullStr | Consequences of Substitution Model Selection on Protein Ancestral Sequence Reconstruction |
title_full_unstemmed | Consequences of Substitution Model Selection on Protein Ancestral Sequence Reconstruction |
title_short | Consequences of Substitution Model Selection on Protein Ancestral Sequence Reconstruction |
title_sort | consequences of substitution model selection on protein ancestral sequence reconstruction |
topic | Methods |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9254009/ https://www.ncbi.nlm.nih.gov/pubmed/35789388 http://dx.doi.org/10.1093/molbev/msac144 |
work_keys_str_mv | AT delamparoroberto consequencesofsubstitutionmodelselectiononproteinancestralsequencereconstruction AT arenasmiguel consequencesofsubstitutionmodelselectiononproteinancestralsequencereconstruction |