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Potential for bias and low precision in molecular divergence time estimation of the Canopy of Life: an example from aquatic bird families

Uncertainty in divergence time estimation is frequently studied from many angles but rarely from the perspective of phylogenetic node age. If appropriate molecular models and fossil priors are used, a multi-locus, partitioned analysis is expected to equally minimize error in accuracy and precision a...

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Autores principales: van Tuinen, Marcel, Torres, Christopher R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4459087/
https://www.ncbi.nlm.nih.gov/pubmed/26106406
http://dx.doi.org/10.3389/fgene.2015.00203
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author van Tuinen, Marcel
Torres, Christopher R.
author_facet van Tuinen, Marcel
Torres, Christopher R.
author_sort van Tuinen, Marcel
collection PubMed
description Uncertainty in divergence time estimation is frequently studied from many angles but rarely from the perspective of phylogenetic node age. If appropriate molecular models and fossil priors are used, a multi-locus, partitioned analysis is expected to equally minimize error in accuracy and precision across all nodes of a given phylogeny. In contrast, if available models fail to completely account for rate heterogeneity, substitution saturation and incompleteness of the fossil record, uncertainty in divergence time estimation may increase with node age. While many studies have stressed this concern with regard to deep nodes in the Tree of Life, the inference that molecular divergence time estimation of shallow nodes is less sensitive to erroneous model choice has not been tested explicitly in a Bayesian framework. Because of available divergence time estimation methods that permit fossil priors across any phylogenetic node and the present increase in efficient, cheap collection of species-level genomic data, insight is needed into the performance of divergence time estimation of shallow (<10 MY) nodes. Here, we performed multiple sensitivity analyses in a multi-locus data set of aquatic birds with six fossil constraints. Comparison across divergence time analyses that varied taxon and locus sampling, number and position of fossil constraint and shape of prior distribution showed various insights. Deviation from node ages obtained from a reference analysis was generally highest for the shallowest nodes but determined more by temporal placement than number of fossil constraints. Calibration with only the shallowest nodes significantly underestimated the aquatic bird fossil record, indicating the presence of saturation. Although joint calibration with all six priors yielded ages most consistent with the fossil record, ages of shallow nodes were overestimated. This bias was found in both mtDNA and nDNA regions. Thus, divergence time estimation of shallow nodes may suffer from bias and low precision, even when appropriate fossil priors and best available substitution models are chosen. Much care must be taken to address the possible ramifications of substitution saturation across the entire Tree of Life.
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spelling pubmed-44590872015-06-23 Potential for bias and low precision in molecular divergence time estimation of the Canopy of Life: an example from aquatic bird families van Tuinen, Marcel Torres, Christopher R. Front Genet Genetics Uncertainty in divergence time estimation is frequently studied from many angles but rarely from the perspective of phylogenetic node age. If appropriate molecular models and fossil priors are used, a multi-locus, partitioned analysis is expected to equally minimize error in accuracy and precision across all nodes of a given phylogeny. In contrast, if available models fail to completely account for rate heterogeneity, substitution saturation and incompleteness of the fossil record, uncertainty in divergence time estimation may increase with node age. While many studies have stressed this concern with regard to deep nodes in the Tree of Life, the inference that molecular divergence time estimation of shallow nodes is less sensitive to erroneous model choice has not been tested explicitly in a Bayesian framework. Because of available divergence time estimation methods that permit fossil priors across any phylogenetic node and the present increase in efficient, cheap collection of species-level genomic data, insight is needed into the performance of divergence time estimation of shallow (<10 MY) nodes. Here, we performed multiple sensitivity analyses in a multi-locus data set of aquatic birds with six fossil constraints. Comparison across divergence time analyses that varied taxon and locus sampling, number and position of fossil constraint and shape of prior distribution showed various insights. Deviation from node ages obtained from a reference analysis was generally highest for the shallowest nodes but determined more by temporal placement than number of fossil constraints. Calibration with only the shallowest nodes significantly underestimated the aquatic bird fossil record, indicating the presence of saturation. Although joint calibration with all six priors yielded ages most consistent with the fossil record, ages of shallow nodes were overestimated. This bias was found in both mtDNA and nDNA regions. Thus, divergence time estimation of shallow nodes may suffer from bias and low precision, even when appropriate fossil priors and best available substitution models are chosen. Much care must be taken to address the possible ramifications of substitution saturation across the entire Tree of Life. Frontiers Media S.A. 2015-06-08 /pmc/articles/PMC4459087/ /pubmed/26106406 http://dx.doi.org/10.3389/fgene.2015.00203 Text en Copyright © 2015 van Tuinen and Torres. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
van Tuinen, Marcel
Torres, Christopher R.
Potential for bias and low precision in molecular divergence time estimation of the Canopy of Life: an example from aquatic bird families
title Potential for bias and low precision in molecular divergence time estimation of the Canopy of Life: an example from aquatic bird families
title_full Potential for bias and low precision in molecular divergence time estimation of the Canopy of Life: an example from aquatic bird families
title_fullStr Potential for bias and low precision in molecular divergence time estimation of the Canopy of Life: an example from aquatic bird families
title_full_unstemmed Potential for bias and low precision in molecular divergence time estimation of the Canopy of Life: an example from aquatic bird families
title_short Potential for bias and low precision in molecular divergence time estimation of the Canopy of Life: an example from aquatic bird families
title_sort potential for bias and low precision in molecular divergence time estimation of the canopy of life: an example from aquatic bird families
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4459087/
https://www.ncbi.nlm.nih.gov/pubmed/26106406
http://dx.doi.org/10.3389/fgene.2015.00203
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