Skip to content

treangenlab/somatem

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

520 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Anaconda-Server Badge Anaconda-Server Badge Anaconda-Server Badge

somatem

A modular, open-source Nextflow toolkit for long-read microbiome analysis.

Somatem supports Oxford Nanopore and PacBio 16S, metagenomic, isolate, and longitudinal datasets. It provides preprocessing, taxonomic profiling, assembly and MAG recovery, isolate characterization, pathogen screening, and genome-dynamics workflows with reproducible Conda environments and HTML summaries.

Install

Somatem supports Linux and macOS and requires Nextflow 26.04.6 or newer. Install the Bioconda package with conda, mamba, or micromamba:

micromamba create -n somatem -c bioconda somatem
micromamba activate somatem
somatem help

Download the example datasets and sample sheets before trying a workflow without --input:

somatem examples --outdir /path/to/somatem-examples
somatem 16S --outdir results

The downloaded location is remembered automatically; set SOMATEM_EXAMPLE_DIR to override it.

Environment variables

The defaults work for local installations, but shared systems and HPC users may want to relocate databases and caches:

  • SOMATEM_DB_DIR: downloaded databases (default: ~/somatem_databases)
  • NXF_CONDA_CACHEDIR: generated Nextflow Conda environments
  • MAMBA_ROOT_PREFIX: downloaded and extracted micromamba packages
  • SOMATEM_UNIFIED_DB_DIR: unified databases used for ensemble species detection (defaults to SOMATEM_DB_DIR)

Set overrides in your shell or source assets/scripts/somatem_env.sh from your shell profile:

export SOMATEM_DB_DIR=/path/to/databases
echo "source /path/to/somatem_env.sh" >> ~/.bashrc

Workflows

Command Purpose
somatem pre_processing NanoPlot QC, Chopper filtering, and Deacon host depletion
somatem 16S Emu 16S profiling and Taxburst visualization
somatem taxonomic_profiling Metagenomic profiling with Sylph (default), Lemur + MAGnet, Kraken2, or SingleM
somatem assembly_mags Flye assembly, AGB graph reports, read mapping, Pigeon/SemiBin2 binning, CheckM2 assessment, SingleM appraisal, and Bakta annotation
somatem isolate_analysis Autocycler/Flye isolate assembly, optional Polypolish/Pypolca hybrid polishing, Kraken2, CheckM2, MOB-suite, Bakta, and BTyper3
somatem seqscreen Modular SeqScreen pathogen and functional screening with TSV and portable HTML reports
somatem genome_dynamics Rhea structural-variation and horizontal-gene-transfer analysis with Bandage output
somatem pre_download_databases Pre-fetch databases for the selected configuration

Each subworkflow will have a dedicated page in the Somatem wiki covering inputs, options, databases, and examples. Common options are --input, --outdir, --threads, --data_type, and -params-file; run somatem help for the current CLI reference.

Storage and databases

Reference databases can require 100 GB or more; Bakta alone is approximately 60 GB. The first applicable run downloads missing databases for reuse.

export SOMATEM_HOME=/path/to/somatem-data
export SOMATEM_DB_DIR=/path/to/databases
export SOMATEM_CONDA_CACHE=/path/to/nextflow-conda-envs
export MAMBA_ROOT_PREFIX=/path/to/micromamba-cache
export SOMATEM_UNIFIED_DB_DIR=/path/to/unified-databases

Explicit variables override SOMATEM_HOME. The installed launcher otherwise keeps Nextflow environments and micromamba packages under $CONDA_PREFIX/share/somatem. Direct nextflow run launches use the active $CONDA_PREFIX, or .somatem/conda_cache when no Conda environment is active. On a cluster, cache directories must be accessible from every compute node.

The assembly_mags workflow is compute- and storage-intensive. Plan for large temporary files and substantially longer runtimes than preprocessing or profiling workflows.

Documentation and citation

Developer notes are in docs/dev_notes.md, and software citations are collected in CITATIONS.md. If Somatem supports your research, please cite Somatem and the tools used by your selected workflow.

Contributions are welcome. Somatem is licensed under the GNU GPLv3.

About

LLM accessible long-read metagenomics pipeline with best practices

Resources

Stars

Watchers

Forks

Releases

Packages

Contributors

Languages