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Selective Sampling of Species and Fossils Influences Age Estimates Under the Fossilized Birth–Death Model

The fossilized birth–death (FBD) model allows the estimation of species divergence times from molecular and fossil information in a coherent framework of diversification and fossil sampling. Some assumptions of the FBD model, however, are difficult to meet in phylogenetic analyses of highly diverse...

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Autor principal: Matschiner, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6836569/
https://www.ncbi.nlm.nih.gov/pubmed/31737047
http://dx.doi.org/10.3389/fgene.2019.01064
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author Matschiner, Michael
author_facet Matschiner, Michael
author_sort Matschiner, Michael
collection PubMed
description The fossilized birth–death (FBD) model allows the estimation of species divergence times from molecular and fossil information in a coherent framework of diversification and fossil sampling. Some assumptions of the FBD model, however, are difficult to meet in phylogenetic analyses of highly diverse groups. Here, I use simulations to assess the impact of extreme model violations, including diversified sampling of species and the exclusive use of the oldest fossils per clade, on divergence times estimated with the FBD model. My results demonstrate that selective sampling of fossils can produce dramatically overestimated divergence times when the FBD model is used for inference, due to an interplay of underestimates for the model parameters net diversification rate, turnover, and fossil-sampling proportion. In contrast, divergence times estimated with CladeAge, a method that uses information about the oldest fossils per clade together with estimates of sampling and diversification rates, are accurate under these conditions. Practitioners of Bayesian divergence-time estimation should therefore ensure that the dataset conforms to the expectations of the FBD model, or estimates of sampling and diversification rates should be obtained a priori so that CladeAge can be used for the inference.
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spelling pubmed-68365692019-11-15 Selective Sampling of Species and Fossils Influences Age Estimates Under the Fossilized Birth–Death Model Matschiner, Michael Front Genet Genetics The fossilized birth–death (FBD) model allows the estimation of species divergence times from molecular and fossil information in a coherent framework of diversification and fossil sampling. Some assumptions of the FBD model, however, are difficult to meet in phylogenetic analyses of highly diverse groups. Here, I use simulations to assess the impact of extreme model violations, including diversified sampling of species and the exclusive use of the oldest fossils per clade, on divergence times estimated with the FBD model. My results demonstrate that selective sampling of fossils can produce dramatically overestimated divergence times when the FBD model is used for inference, due to an interplay of underestimates for the model parameters net diversification rate, turnover, and fossil-sampling proportion. In contrast, divergence times estimated with CladeAge, a method that uses information about the oldest fossils per clade together with estimates of sampling and diversification rates, are accurate under these conditions. Practitioners of Bayesian divergence-time estimation should therefore ensure that the dataset conforms to the expectations of the FBD model, or estimates of sampling and diversification rates should be obtained a priori so that CladeAge can be used for the inference. Frontiers Media S.A. 2019-10-31 /pmc/articles/PMC6836569/ /pubmed/31737047 http://dx.doi.org/10.3389/fgene.2019.01064 Text en Copyright © 2019 Matschiner 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) and the copyright owner(s) 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
Matschiner, Michael
Selective Sampling of Species and Fossils Influences Age Estimates Under the Fossilized Birth–Death Model
title Selective Sampling of Species and Fossils Influences Age Estimates Under the Fossilized Birth–Death Model
title_full Selective Sampling of Species and Fossils Influences Age Estimates Under the Fossilized Birth–Death Model
title_fullStr Selective Sampling of Species and Fossils Influences Age Estimates Under the Fossilized Birth–Death Model
title_full_unstemmed Selective Sampling of Species and Fossils Influences Age Estimates Under the Fossilized Birth–Death Model
title_short Selective Sampling of Species and Fossils Influences Age Estimates Under the Fossilized Birth–Death Model
title_sort selective sampling of species and fossils influences age estimates under the fossilized birth–death model
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6836569/
https://www.ncbi.nlm.nih.gov/pubmed/31737047
http://dx.doi.org/10.3389/fgene.2019.01064
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