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Related Concept Videos

Proteomics01:33

Proteomics

7.6K
A proteome is the entire set of proteins that a cell type produces. We can study proteomes using the knowledge of genomes because genes code for mRNAs, and the mRNAs encode proteins. Although mRNA analysis is a step in the right direction, not all mRNAs are translated into proteins.
Proteomics is the study of proteomes' function. It involves the large-scale systematic study of the proteome to denote the protein complement expressed by a genome. Scientist Mark Wilkins coined the term...
7.6K

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Related Experiment Video

Updated: Aug 6, 2025

A Clinical Metaproteomics Workflow Implemented within Galaxy Bioinformatics Platform to Analyze Host-Microbiome Interactions Underlying Human Disease
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PROTEOMAS: a workflow enabling harmonized proteomic meta-analysis and proteomic signature mapping.

Aileen Bahl1, Celine Ibrahim1, Kristina Plate1

  • 1Department of Chemicals and Product Safety, German Federal Institute for Risk Assessment (BfR), Berlin, Germany.

Journal of Cheminformatics
|March 20, 2023
PubMed
Summary

A new tool, PROTEOMAS, enables harmonized analysis of public proteomics data for regulatory toxicology. This supports developing alternative testing strategies and understanding substance mechanisms of action, reducing animal testing.

Keywords:
Adverse outcome pathways (AOP)FAIR dataHarmonized proteomics data analysisMeta-analysisMode-of-action (MoA)NanomaterialsProteomics

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Area of Science:

  • Toxicology
  • Proteomics
  • Computational Biology

Background:

  • Regulatory toxicology heavily relies on animal testing, necessitating alternative strategies.
  • Omics methods, particularly proteomics, offer potential for understanding substance mechanisms but face data integration challenges.
  • Publicly available proteomics datasets are underutilized due to inconsistent data processing.

Purpose of the Study:

  • To introduce PROTEOMAS, a workflow for harmonized meta-analysis of public proteomics data.
  • To facilitate the integration of proteomics into regulatory toxicology and support the development of Adverse Outcome Pathways (AOPs).
  • To enhance transparency and reliability in analyzing proteomic data for regulatory decision-making.

Main Methods:

  • Development of the PROTEOMAS workflow for standardized proteomic data analysis.
  • Adherence to OECD Omics Reporting Framework guidelines.
  • Meta-analysis of 25 proteomic datasets investigating nanomaterial lung toxicity as a case study.

Main Results:

  • Demonstrated robustness and reliability of the PROTEOMAS workflow through comparison with original study findings.
  • Successful meta-analysis of diverse proteomic datasets, yielding insights into toxicological effects.
  • The workflow adheres to FAIR data principles, promoting data accessibility and reusability.

Conclusions:

  • PROTEOMAS provides a robust solution for meta-analysis of proteomic data, advancing alternative testing strategies in toxicology.
  • The tool contributes to understanding substance mechanisms of action and developing AOPs.
  • Standardized analysis of proteomics data supports regulatory toxicology and reduces reliance on animal experiments.