A small python package to trace orthology neighborhood across feature files
Project description
Vicinator
What is Vicinator for?
Vicinator traces and visualizes the microsynteny of a window of orthologs across genomes. It takes as input a mapping of proteins across different genomes to protein groups (typically orthologous groups) and a collection of the genome feature files, i.e. .gff or _feature_table.txt. With a user specified center-protein on a reference genome and a neighborhood size the program starts tracing this window across the genomes.
What is Vicinator not for?
Vicinator relies on a pre-computed grouping of proteins across genomes. It can not find these groups of genes for you.
Installation
Vicinator is written for Python 3.6+
Its recommended to install vicinator in a virtual environment, e.g. with venv:
python3 -m venv myenv
This activates the new environment myenv. Then, while activated, install the latest version via pip. This downloads and installs all unmet requirements automatically.
pip install --upgrades vicinator
Requirements:
- ansi2html>=1.5.2
- colorama>=0.4.4
- ete3>=3.1.2
- pandas>=1.1.3
- importlib-metadata>=3.1.1
Options
python3 vicinator/vicinator.py --help
usage: Vicinator [-h] --tabular-ortholog-groups <orthology_table>
--feat-tables-dir <dir_path> --reference <file_path>
--centerprotein-accession <str> --extension-size <int>
[--tree <newick_tree_file_path>] [--outdir <dir_path>]
[--prefix <str>] [--outputlabel-map <file_path>]
[--nprocs <int>] [--force] [--version]
Track Microsynteny of target proteins and its orthologs across genomes.
required arguments:
--tabular-ortholog-groups <orthology_table>
path to mapping file with format
ortholog_group_id<tab>genome_id<tab>protein_seq_id
--feat-tables-dir <dir_path>
path to directory of *.feature_tables.txt or *.gff3
files that shall be screen
required arguments (neighborhood):
--reference <file_path>
path to a ncbi style feature table file that acts as a
reference
--centerprotein-accession <str>
unique identifier of the central gene of the window
--extension-size <int>
defines the #features that are co-checked to the left
and right of the centerprotein
optional arguments (output):
--tree <newick_tree_file_path>
path to newick tree that includes all taxa to be
screened
--outdir <dir_path> path to desired output directory
--prefix <str> if option is set, shows intergenic distances of genes
surrounding the center gene
--outputlabel-map <file_path>
Attempts to replace genome accessions in the outputs
with a replacement string. Requires a two-column map
file formatted like so: 'genome file accession' <tab>
'replacement string'
optional arguments (run):
--nprocs <int> Number of CPUs for parallel processing of genomes.
Default: Number of CPUs-1
--force if option is set, existing ortholog databases in the
output dir are ignored and will be overwritten
Input: Required Arguments
--tabular-ortholog-groups <orthology_table>
Vicinator requires a tab-separated three-column mapping of orthologs that is formatted like so:
group_id tab genome_id tab protein_id
--feat-tables-dir <dir_path>
Vicinator expects the path to a directory containing .gff format or _feature_table.txt files of all the genomes you want to trace the microsynteny in.
A recommended source for these files is NCBI RefSeq. For the mapping to work, the filenames should correspond to the genome_ids specified in the mapping file:
e.g. the entry: ortho_group1 genome_1 protein_1 corresponds to a feature file named genome_1.gff or genome_1_feature_table.txt in the specified directory.
--reference <file_path>
the path to a reference genome feature file where the center-protein accession must be found
--centerprotein-accession & --extension-size <int>
Identifies the window of vicinity around a center-protein which is traced based on the findings in the reference genome.
E.g.
Reference Genome: ... GeneT [ GeneU GeneV GeneW GeneX GeneY ] GeneZ ... with center protein GeneW and an extension size of 2, brackets indicate window boundaries
Example Basic Usage
vicinator --tabular-ortholog-groups orthogenome_map.tsv --feat-tables-dir ./gff_dir --outdir ./results --reference gff_dir/MUSMU@10090@1.gff --centerprotein XP_006539605.1 --extension-size 3
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