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treedater

treedater fits a strict or relaxed molecular clock to a phylogenetic tree and estimates evolutionary rates and times of common ancestry. The calendar time of each sample must be specified (possibly with bounds of uncertainty) and the length of the sequences used to estimate the tree.

treedater uses heuristic search to optimise the TMRCAs of a phylogeny and the substitution rate. An uncorrelated relaxed molecular clock accounts for rate variation between lineages of the phylogeny which is parameterised using a Gamma-Poisson mixture model.

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Installation

You can install the latest development version from github using the devtools package:

library(devtools)
install_github( 'emvolz/treedater')

Basic usage

dater( tre, sts, s)

where

  • tre is an ape::phylo phylogeny,
  • sts is a named vector of sample times for each tip in tre
  • s is the length of the genetic sequences used to estimate tre

For a detailed introduction to features available in treedater, see the vignette on analysis of Influena H3N2: vignette('h3n2').

Command line

You can also use treedater from the command line without starting R using the tdcl script:

./tdcl -h
Usage: ./tdcl [-[-help|h] [<logical>]] [-[-treefn|t] <character>] [-[-samplefn|s] <character>] [-[-sequenceLength|l] <double>] [-[-output|o] [<character>]]

-t <file> : file name of tree in newick format  
-s  <file> : should be a comma-separated-value file with sample times in format <taxon-id,sample-time> and no header
-l <length> :  the integer length of sequences in alignment used to construct the tree 
-o <file>: name of file for saving output 

Note that you may need to modify the first line of the tdcl script with the correct path to Rscript or littler.

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Version

Install

install.packages('treedater')

Monthly Downloads

171

Version

0.5.0

License

GPL-2

Maintainer

Erik Volz

Last Published

January 26th, 2020

Functions in treedater (0.5.0)

sampleYearsFromLabels

Compute a vector of numeric sample times from labels in a sequence aligment or phylogeny
outlierLineages

Detect lineages with unusually large evolutionary divergence under the fitted treedater model
outlierTips

Detect terminal lineages with unusually large evolutionary divergence under the fitted treedater model
plot.bootTreedater

Plots lineages through time and confidence intervals estimated by bootstrap.
treedater-package

treedater fits a molecular clock to a phylogenetic tree and estimates evolutionary rates and times of common ancestry.
relaxedClockTest

Use parametric bootstrap to test if relaxed clock offers improved fit to data.
rootToTipRegressionPlot

Plot evolutionary distance from root to sample times and estimated internal node times and regression lines
boot

Estimate of confidence intervals of molecular clock parameters with user-supplied set of bootstrap trees
dater

Estimate a time-scaled tree and fit a molecular clock
goodnessOfFitPlot

Produce a goodness of fit plot
parboot

Estimate of confidence intervals using parametric bootstrap for molecular clock dating.