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Mining protein lists from proteomics studies: applications for drug discovery.
1Institute for Bioinformatics and Systems Biology, Helmholtz Zentrum München - German Research Center for Environmental Health (GmbH), Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany +49 89 3187 2788 ; +49 89 3187 3585 ; alexey.antonov@helmholtz-muenchen.de.
Proteomics studies generate valuable protein lists used for biomarker discovery and drug development. These lists offer insights into therapeutic implications and chemical properties of drugs.
Area of Science:
- Proteomics
- Bioinformatics
- Drug Discovery
Background:
- Proteomics is a widely used technique for identifying biomarkers and monitoring drug treatments.
- The primary output of most proteomics studies is a protein list.
- Thousands of proteomics studies have generated protein lists across various scientific domains.
Purpose of the Study:
- To review the applications of proteomics in generating protein lists.
- To compare bioinformatics methods for analyzing these protein lists.
- To explore the potential of protein lists in drug discovery.
Main Methods:
- Review of scientific literature on proteomics applications.
- Comparison of bioinformatics tools for protein list analysis.
Main Results:
- Discussion of common functional properties of reported protein lists.
- Exploration of scientific problems addressable by protein list analysis, with an emphasis on drug discovery.
- Identification of potential therapeutic implications of known drugs through protein list analysis.
Conclusions:
- Protein lists from proteomics studies are a valuable resource.
- These lists can be utilized for biomarker discovery.
- Protein lists aid in identifying novel therapeutic applications for existing drugs.
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