Rates and Rocks: Strengths and Weaknesses of Molecular Dating Methods

I present here an in-depth, although non-exhaustive, review of two topics in molecular dating. Clock models, which describe the evolution of the rate of evolution, are considered first. Some of the shortcomings of popular approaches—uncorrelated clock models in particular—are presented and discussed...

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Main Author: Stéphane Guindon
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-05-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2020.00526/full
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spelling doaj-f95d87cf673c4850a68d44c0b00e0a852020-11-25T02:23:30ZengFrontiers Media S.A.Frontiers in Genetics1664-80212020-05-011110.3389/fgene.2020.00526493652Rates and Rocks: Strengths and Weaknesses of Molecular Dating MethodsStéphane GuindonI present here an in-depth, although non-exhaustive, review of two topics in molecular dating. Clock models, which describe the evolution of the rate of evolution, are considered first. Some of the shortcomings of popular approaches—uncorrelated clock models in particular—are presented and discussed. Autocorrelated models are shown to be more reasonable from a biological perspective. Some of the most recent autocorrelated models also rely on a coherent treatment of instantaneous and average substitution rates while previous models are based on implicit approximations. Second, I provide a brief overview of the processes involved in collecting and preparing fossil data. I then review the main techniques that use this data for calibrating the molecular clock. I argue that, in its current form, the fossilized birth-death process relies on assumptions about the mechanisms underlying fossilization and the data collection process that may negatively impact the date estimates. Node-dating approaches make better use of the data available, even though they rest on paleontologists' intervention to prepare raw fossil data. Altogether, this study provides indications that may help practitioners in selecting appropriate methods for molecular dating. It will also hopefully participate in defining the contour of future methodological developments in the field.https://www.frontiersin.org/article/10.3389/fgene.2020.00526/fullfossilscalibrationBayesian inferencerelaxed clock modelsfossilized-birth-death processtotal-evidence
collection DOAJ
language English
format Article
sources DOAJ
author Stéphane Guindon
spellingShingle Stéphane Guindon
Rates and Rocks: Strengths and Weaknesses of Molecular Dating Methods
Frontiers in Genetics
fossils
calibration
Bayesian inference
relaxed clock models
fossilized-birth-death process
total-evidence
author_facet Stéphane Guindon
author_sort Stéphane Guindon
title Rates and Rocks: Strengths and Weaknesses of Molecular Dating Methods
title_short Rates and Rocks: Strengths and Weaknesses of Molecular Dating Methods
title_full Rates and Rocks: Strengths and Weaknesses of Molecular Dating Methods
title_fullStr Rates and Rocks: Strengths and Weaknesses of Molecular Dating Methods
title_full_unstemmed Rates and Rocks: Strengths and Weaknesses of Molecular Dating Methods
title_sort rates and rocks: strengths and weaknesses of molecular dating methods
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2020-05-01
description I present here an in-depth, although non-exhaustive, review of two topics in molecular dating. Clock models, which describe the evolution of the rate of evolution, are considered first. Some of the shortcomings of popular approaches—uncorrelated clock models in particular—are presented and discussed. Autocorrelated models are shown to be more reasonable from a biological perspective. Some of the most recent autocorrelated models also rely on a coherent treatment of instantaneous and average substitution rates while previous models are based on implicit approximations. Second, I provide a brief overview of the processes involved in collecting and preparing fossil data. I then review the main techniques that use this data for calibrating the molecular clock. I argue that, in its current form, the fossilized birth-death process relies on assumptions about the mechanisms underlying fossilization and the data collection process that may negatively impact the date estimates. Node-dating approaches make better use of the data available, even though they rest on paleontologists' intervention to prepare raw fossil data. Altogether, this study provides indications that may help practitioners in selecting appropriate methods for molecular dating. It will also hopefully participate in defining the contour of future methodological developments in the field.
topic fossils
calibration
Bayesian inference
relaxed clock models
fossilized-birth-death process
total-evidence
url https://www.frontiersin.org/article/10.3389/fgene.2020.00526/full
work_keys_str_mv AT stephaneguindon ratesandrocksstrengthsandweaknessesofmoleculardatingmethods
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