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@bigbio

BigBio Stack

Provide big data solutions Bioinformatics

Welcome to bigbio 👋

bigbio is an open-source organization dedicated to advancing bioinformatics and computational proteomics and multiomics research. We develop scalable tools, workflows, and libraries to support complex experimental designs in proteomics, genomics and multiomics. Our mission is to empower researchers with accessible, efficient, and cutting-edge solutions for data analysis and integration.

🌟 Key Projects

🔬 Proteomics and Quantitative Analysis

  • quantms: A comprehensive workflow for proteomics experiments supporting DDA-LFQ, DDA-Isobaric, and DIA-LFQ quantification.
  • qpx: A proteomics quantification format extending mzTab for large-scale datasets.
  • ibaqpy: A package for absolute quantification based on the quantms.io format.
  • quantms.org: Code for quantms.org, a resource for reanalysis and public proteomics data.

🧪 Multiomics and Metadata Tools

⚡ Workflow Utilities

  • pmultiqc: A QC report library based on the MultiQC framework.
  • spectrafuse: An incremental clustering pipeline for quantms data.
  • quantms-utils: Helper scripts and classes for the quantms workflow.
  • quantms-rescoring: Helper functions and scripts for quantms and ms2rescore.

🤝 Contributions

We welcome contributions from the community! Whether it's bug fixes, feature suggestions, or documentation improvements, every contribution helps drive bioinformatics research forward.

🔗 Stay Connected

Join us on this journey to revolutionize data analysis in proteomics and beyond!

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  1. proteomics-sample-metadata proteomics-sample-metadata Public

    The Proteomics sample metadata: Standard for experimental design annotation in proteomics datasets

    HTML 102 115

  2. quantms quantms Public

    Quantitative mass spectrometry workflow. Currently supports proteomics experiments with complex experimental designs for DDA-LFQ, DDA-Isobaric and DIA-LFQ quantification.

    Nextflow 71 54

Repositories

Showing 10 of 60 repositories
  • quantmsdiann Public

    quantms workflow for DIANN tool including DIA and DDA analysis

    bigbio/quantmsdiann’s past year of commit activity
    Nextflow 7 MIT 6 3 2 Updated Apr 21, 2026
  • msgfplus Public Forked from MSGFPlus/msgfplus

    MS-GF+ (aka MSGF+ or MSGFPlus) performs peptide identification by scoring MS/MS spectra against peptides derived from a protein sequence database.

    bigbio/msgfplus’s past year of commit activity
    Java 1 38 0 1 Updated Apr 21, 2026
  • quantms Public

    Quantitative mass spectrometry workflow. Currently supports proteomics experiments with complex experimental designs for DDA-LFQ, DDA-Isobaric and DIA-LFQ quantification.

    bigbio/quantms’s past year of commit activity
    Nextflow 71 MIT 54 53 (2 issues need help) 1 Updated Apr 21, 2026
  • sdrf-annotated-datasets Public

    A repository of datasets in ProteomeXchange annotated in SDRF, previously part of the specification

    bigbio/sdrf-annotated-datasets’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Apr 20, 2026
  • sdrf-templates Public

    SDRF templates and validation yaml files from specification proteomics-sample-metadata

    bigbio/sdrf-templates’s past year of commit activity
    Python 1 Apache-2.0 8 1 4 Updated Apr 20, 2026
  • qpx Public

    qpx (Quantitative Proteomics eXchange) format (aka quantms.io) a format to capture a full proteomics experiment

    bigbio/qpx’s past year of commit activity
    Python 18 Apache-2.0 6 25 (1 issue needs help) 0 Updated Apr 20, 2026
  • proteomics-sample-metadata Public

    The Proteomics sample metadata: Standard for experimental design annotation in proteomics datasets

    bigbio/proteomics-sample-metadata’s past year of commit activity
    HTML 102 GPL-2.0 115 43 (5 issues need help) 1 Updated Apr 19, 2026
  • sdrf-skills Public

    SDRF skills that enables to perform multiple tasks on SDRF annotations - validations using Claude

    bigbio/sdrf-skills’s past year of commit activity
    Shell 3 MIT 3 0 3 Updated Apr 19, 2026
  • sdrfedit Public

    lightweight, self hosted javascript editor for sdrf.

    bigbio/sdrfedit’s past year of commit activity
    TypeScript 0 Apache-2.0 0 0 0 Updated Apr 19, 2026
  • mokume Public

    Integrated library to perform feature normalization and multiple abundance computing based on qpx

    bigbio/mokume’s past year of commit activity
    Python 1 MIT 2 1 0 Updated Apr 18, 2026

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