Taxonomic addition for complete trees: Adds tips to a backbone phylogeny using taxonomy simulated with birth-death models
Project description
TACT - Taxonomy addition for complete trees
Adds tips to a backbone phylogeny using taxonomy simulated with birth-death models
Installation
TACT requires Python 3. We recommend using the PyPy 3 implementation as it can significantly speed up TACT analyses, particularly on large datasets. In addition, TACT depends on the click, DendroPy, NumPy, and SciPy packages.
Homebrew
Using Homebrew is the recommended way to install TACT. Install Homebrew on macOS or Install Homebrew on Linux or Windows 10. Once Homebrew has been installed, run
brew install jonchang/biology/tact
pipx
If you are unable or unwilling to use Homebrew, the next recommended (but unsupported) way to install TACT is via pipx
. Install pipx
, then run:
pipx install --spec git+https://github.com/jonchang/tact.git tact
Other
Other ways of installing TACT, including unpacking the tarball somewhere or directly using pip
, are neither supported nor recommended.
Example
Files used are in the examples folder.
Build a taxonomic tree using the provided CSV file. Run tact_build_taxonomic_tree --help
to see the required format for this file.
$ tact_build_taxonomic_tree Carangaria.csv --output Carangaria.taxonomy.tre
Output written to: Carangaria.taxonomy.tre
Carangaria.taxonomy.tre
now contains a Newick phylogeny with many polytomies and named nodes indicating relevant taxonomic ranks. Now run the TACT stochastic polytomy resolver algorithm in conjunction with the backbone phylogeny Caragaria.tre
.
$ tact_add_taxa --backbone Carangaria.tre --taxonomy Carangaria.taxonomy.tre --output Carangaria.tacted --verbose --verbose
Rates [####################################] 226/226
TACT [####################################] 642/642 Carangaria
There will be several files created with the prefix Carangaria.tacted
. These include newick.tre
and nexus.tre
(your primary output in the form of Newick and NEXUS format phylogenies), rates.csv
(estimated diversification rates on the backbone phylogeny), and log.txt
(extremely verbose output on what TACT is doing and why).
You should check the TACT results now for any issues:
$ tact_check_results Carangaria.tacted.newick.tre --backbone Carangaria.tre --taxonomy Carangaria.taxonomy.tre > checkresults.csv
Open up checkresults.csv
in your favorite spreadsheet viewer and check the warnings
column for any issues.
Citation
The manuscript for TACT is currently in review.
TACT owes its existence to much foundational work in the area of stochastic polytomy resolution, namely PASTIS and CorSiM.
-
Thomas, G. H., Hartmann, K., Jetz, W., Joy, J. B., Mimoto, A., & Mooers, A. O. (2013). PASTIS: an R package to facilitate phylogenetic assembly with soft taxonomic inferences. Methods in Ecology and Evolution, 4(11), 1011–1017. doi:10.1111/2041-210x.12117
-
Cusimano, N., Stadler, T., & Renner, S. S. (2012). A New Method for Handling Missing Species in Diversification Analysis Applicable to Randomly or Nonrandomly Sampled Phylogenies. Systematic Biology, 61(5), 785–792. doi:10.1093/sysbio/sys031
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