CoReMicrob: Computational Resources for Micorbiome

Major resources used for Metaproteome analysis in metagenomic data

Tool Name Description PubMed ID
MetaLab A fully automated software platform providing an integrated data-processing pipeline for metaproteomics, including protein identification, quantification, and taxonomic profiling. 29197424
MetaNovo An open-source pipeline that integrates existing tools with a custom algorithm for probabilistic peptide discovery in complex metaproteomic datasets, enabling analyses without prior knowledge of sample composition. 37327214
metaprotr An R package providing tools for descriptive analysis of metaproteomics data, allowing clustering of peptide and protein abundances and manipulation into groups of metaproteins. N/A
MetaLab-MAG An extension of MetaLab designed for genome-level characterization of microbiomes from metagenome-assembled genomes, enhancing metaproteomic data analysis. 36508259
Unipept An open-source research tool for biodiversity analysis of metaproteomics samples, offering insights into taxonomic distributions and functional characteristics of complex ecosystems. 38995542
OpenMS An open-source software framework for mass spectrometry data analysis, providing tools for proteomics and metabolomics studies, including data preprocessing and visualization. 38366242
ProteoWizard A set of open-source, cross-platform tools and libraries for proteomics data analyses, facilitating data conversion, visualization, and analysis. 18606607
Nextflow A workflow management system enabling reproducible and scalable data analyses, widely adopted in bioinformatics for constructing and executing workflows. 28398311
MetaProteomeAnalyzer A scientific software for analyzing and visualizing metaproteomics 32859984
Prophane A workflow to annotate the metaproteomic search results. 32859984