Bactopia Tool - `eggnog`¶

The eggnog module uses eggNOG-mapper to assign functional annotation to protein sequences. eggNOG-mapper uses orthologous groups and phylogenies from the eggNOG database to more precisely functionally annotate than traditional homology methods.

Example Usage¶

bactopia --wf eggnog \
  --bactopia /path/to/your/bactopia/results \ 
  --include includes.txt

Output Overview¶

Below is the default output structure for the eggnog tool. Where possible the file descriptions below were modified from a tools description.

eggnog/
├── <SAMPLE_NAME>
│   ├── <SAMPLE_NAME>.emapper.annotations
│   ├── <SAMPLE_NAME>.emapper.hits
│   ├── <SAMPLE_NAME>.emapper.seed_orthologs
│   └── logs
│       └── eggnog
│           ├── nf-eggnog.{begin,err,log,out,run,sh,trace}
│           └── versions.yml
├── logs
│   └── custom_dumpsoftwareversions
│       ├── nf-custom_dumpsoftwareversions.{begin,err,log,out,run,sh,trace}
│       └── versions.yml
├── nf-reports
│   └── eggnog-trace.txt
├── software_versions.yml
└── software_versions_mqc.yml

Results¶

eggNOG-mapper¶

Below is a description of the per-sample results from eggNOG-mapper. For full details about each of the eggNOG output files, see eggNOG-mapper - Ouputs.

Filename	Description
<SAMPLE_NAME>.emapper.annotations	Results from the annotation phase
<SAMPLE_NAME>.emapper.hits	Results from the search phase, from HMMER, Diamond or MMseqs2
<SAMPLE_NAME>.emapper.seed_orthologs	Results from parsing the hits
<SAMPLE_NAME>.emapper.annotations.xlsx	(Optional) Annotations in .xlsx format
<SAMPLE_NAME>.emapper.orthologs	(Optional) List of orthologs found for each query
<SAMPLE_NAME>.emapper.genepred.fasta	(Optional) Sequences of predicted CDS
<SAMPLE_NAME>.emapper.gff	(Optional) GFF of predicted CDS
<SAMPLE_NAME>.emapper.no_annotations.fasta	(Optional) Sequences without annotation
<SAMPLE_NAME>.emapper.pfam	(Optional) Positions of the PFAM domains identified

Audit Trail¶

Below are files that can assist you in understanding which parameters and program versions were used.

Logs¶

Each process that is executed will have a logs folder containing helpful files for you to review if the need ever arises.

Filename	Description
nf-<PROCESS_NAME>.begin	An empty file used to designate the process started
nf-<PROCESS_NAME>.err	Contains STDERR outputs from the process
nf-<PROCESS_NAME>.log	Contains both STDERR and STDOUT outputs from the process
nf-<PROCESS_NAME>.out	Contains STDOUT outputs from the process
nf-<PROCESS_NAME>.run	The script Nextflow uses to stage/unstage files and queue processes based on given profile
nf-<PROCESS_NAME>.sh	The script executed by bash for the process
nf-<PROCESS_NAME>.trace	The Nextflow Trace report for the process
versions.yml	A YAML formatted file with program versions

Nextflow Reports¶

These Nextflow reports provide great a great summary of your run. These can be used to optimize resource usage and estimate expected costs if using cloud platforms.

Filename	Description
eggnog-dag.dot	The Nextflow DAG visualisation
eggnog-report.html	The Nextflow Execution Report
eggnog-timeline.html	The Nextflow Timeline Report
eggnog-trace.txt	The Nextflow Trace report

Program Versions¶

At the end of each run, each of the versions.yml files are merged into the files below.

Filename	Description
software_versions.yml	A complete list of programs and versions used by each process
software_versions_mqc.yml	A complete list of programs and versions formatted for MultiQC

Parameters¶

Required Parameters¶

Define where the pipeline should find input data and save output data.

Parameter	Description	Default
`--bactopia`	The path to bactopia results to use as inputs

Filtering Parameters¶

Use these parameters to specify which samples to include or exclude.

Parameter	Description	Default
`--include`	A text file containing sample names (one per line) to include from the analysis
`--exclude`	A text file containing sample names (one per line) to exclude from the analysis

eggNOG Downloader Parameters¶

Parameter	Description	Default
`--eggnog`	Path to existing or destination for eggNOG databases
`--download_eggnog`	Required if downloading latest eggNOG database, will overwrite existing databases.	False
`--skip_diamond`	Do not install the diamond database	False
`--install_mmseq`	Install the MMseqs2 database	False
`--install_pfam`	Install the Pfam database, required for de novo annotation or realignment	False
`--install_hmm`	Install the HMMER database specified with --hmmer_taxid	False
`--hmmer_taxid`	Tax ID of eggNOG HMM database to download	2

eggNOG Mapper Parameters¶

Parameter	Description	Default
`--genepred`	Method to use for gene prediction	search
`--mode`	Method to search against eggNOG sequences	diamond
`--eggnog_opts`	Extra eggNOG Mapper options in quotes

Optional Parameters¶

These optional parameters can be useful in certain settings.

Parameter	Description	Default
`--outdir`	Base directory to write results to	./
`--run_name`	Name of the directory to hold results	bactopia
`--skip_compression`	Ouput files will not be compressed	False
`--keep_all_files`	Keeps all analysis files created	False

Max Job Request Parameters¶

Set the top limit for requested resources for any single job.

Parameter	Description	Default
`--max_retry`	Maximum times to retry a process before allowing it to fail.	3
`--max_cpus`	Maximum number of CPUs that can be requested for any single job.	4
`--max_memory`	Maximum amount of memory (in GB) that can be requested for any single job.	32
`--max_time`	Maximum amount of time (in minutes) that can be requested for any single job.	120
`--max_downloads`	Maximum number of samples to download at a time	3

Nextflow Configuration Parameters¶

Parameters to fine-tune your Nextflow setup.

Parameter	Description	Default
`--nfconfig`	A Nextflow compatible config file for custom profiles, loaded last and will overwrite existing variables if set.
`--publish_dir_mode`	Method used to save pipeline results to output directory.	copy
`--infodir`	Directory to keep pipeline Nextflow logs and reports.	${params.outdir}/pipeline_info
`--force`	Nextflow will overwrite existing output files.	False
`--cleanup_workdir`	After Bactopia is successfully executed, the `work` directory will be deleted.	False

Nextflow Profile Parameters¶