PathwayPilot: A User-Friendly Tool for Visualizing and Navigating Metabolic Pathways

Metaproteomics, the study of collective proteomes in environmental communities, plays a crucial role in understanding microbial functionalities affecting ecosystems and human health. Pathway analysis offers structured insights into the biochemical processes within these communities. However, no existing tool effectively combines pathway analysis with peptide- or protein-level data. We here introduce PathwayPilot, a web-based application designed to improve metaproteomic data analysis by integrating pathway analysis with peptide- and protein-level data, filling a critical gap in current metaproteomics bioinformatics tools. By allowing users to compare functional annotations across different samples or multiple organisms within a sample, PathwayPilot provides valuable insights into microbial functions. In the re-analysis of a study examining the effects of caloric restriction on gut microbiota, the tool successfully identified shifts in enzyme expressions linked to short-chain fatty acid biosynthesis, aligning with its original findings. PathwayPilot's user-friendly interface and robust capabilities make it a significant advancement in metaproteomics, with the potential for widespread application in microbial ecology and health sciences. All code is open source under the Apache2 license and is available at https://pathwaypilot.ugent.be.

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Publication Details

Journal
Molecular & Cellular Proteomics
Published
2025-01-27
DOI
https://doi.org/10.1016/j.mcpro.2025.100918
Citations
3
Primary Topic
Bioinformatics and Genomic Networks
Type
article
Field-Weighted Citation Impact
1.61

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PathwayPilot: A User-Friendly Tool for Visualizing and Navigating Metabolic Pathways

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Molecular & Cellular Proteomics
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PathwayPilot: A User-Friendly Tool for Visualizing and Navigating Metabolic Pathways

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article en
3 citations

Abstract

Metaproteomics, the study of collective proteomes in environmental communities, plays a crucial role in understanding microbial functionalities affecting ecosystems and human health. Pathway analysis offers structured insights into the biochemical processes within these communities. However, no existing tool effectively combines pathway analysis with peptide- or protein-level data. We here introduce PathwayPilot, a web-based application designed to improve metaproteomic data analysis by integrating pathway analysis with peptide- and protein-level data, filling a critical gap in current metaproteomics bioinformatics tools. By allowing users to compare functional annotations across different samples or multiple organisms within a sample, PathwayPilot provides valuable insights into microbial functions. In the re-analysis of a study examining the effects of caloric restriction on gut microbiota, the tool successfully identified shifts in enzyme expressions linked to short-chain fatty acid biosynthesis, aligning with its original findings. PathwayPilot's user-friendly interface and robust capabilities make it a significant advancement in metaproteomics, with the potential for widespread application in microbial ecology and health sciences. All code is open source under the Apache2 license and is available at https://pathwaypilot.ugent.be.

Molecular & Cellular ProteomicsVol. 24(3)
University of Copenhagen (DK), HOGENT University of Applied Sciences and Arts (BE), SIB Swiss Institute of Bioinformatics (CH), Novo Nordisk Foundation (DK), Ghent University (BE), VIB-UGent Center for Medical Biotechnology (BE)
Fonds Wetenschappelijk Onderzoek, Universiteit Gent, Vlaamse regering
Openalex Percentile: Top 20%
Bioinformatics and Genomic Networks
1.61
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