nf-core/diaproteomics
Version 1

nf-core/diaproteomics

Automated quantitative analysis of DIA proteomics mass spectrometry measurements.

Build Status
Nextflow

install with bioconda
Docker

Introduction

nfcore/diaproteomics is a bioinformatics analysis pipeline used for quantitative processing of data independant (DIA) proteomics data.

The workflow is based on the OpenSwathWorkflow for SWATH-MS proteomic data. DIA RAW files (mzML) serve as inputs and library search is performed based on a given input spectral library. If specified internal retention time standarts (irts) will be used to align library and DIA measurements into the same retention time space. FDR rescoring is applied using Pyprophet based on a competitive target-decoy approach on peakgroup or global peptide and protein level. Finally, exctracted chromatograms are realigned and quantified using the TRIC algorithm.

Run

bash
nextflow run nf-core/diaproteomics --diamzmls '*.mzML' --spectrallib '.pqp' --irts '.pqp' --swath_windows '*.txt' -profile test,docker

See usage docs for all of the available options when running the pipeline.

Documentation

The nf-core/diaproteomics pipeline comes with documentation about the pipeline, found in the docs/ directory:


  1. Installation

  2. Pipeline configuration

  3. Running the pipeline

  4. Output and how to interpret the results

  5. Troubleshooting

Credits

nf-core/diaproteomics was originally written by Leon Bichmann.

Contributions and Support

If you would like to contribute to this pipeline, please see the contributing guidelines.

For further information or help, don't hesitate to get in touch on Slack (you can join with this invite).

Citation

You can cite the nf-core pre-print as follows:

Ewels PA, Peltzer A, Fillinger S, Alneberg JA, Patel H, Wilm A, Garcia MU, Di Tommaso P, Nahnsen S. nf-core: Community curated bioinformatics pipelines. bioRxiv. 2019. p. 610741. doi: 10.1101/610741.

help Creators and Submitter
Creator
  • Leon Bichmann
Submitter
License
Activity

Views: 170   Downloads: 4

Created: 25th Feb 2020 at 11:05

Last updated: 25th Feb 2020 at 15:19

Last used: 24th Sep 2020 at 02:09

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