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Applying Cheminformatics to Develop a Structure Searchable Database of Analytical Methods
Published on: June 6, 2025
Functional group and substructure searching as a tool in metabolomics
Masaaki Kotera1, Andrew G McDonald, Sinéad Boyce
1School of Biochemistry and Immunology, Trinity College, Dublin, Ireland. koteram@tcd.ie
Plos One
|February 7, 2008
Summary
The Biochemical Substructure Search Catalogue (BiSSCat) database links compound structures to functional groups. This tool aids in identifying biologically relevant compounds and predicting enzyme-substrate interactions for metabolic modeling and drug design.
Area of Science:
- Biochemistry
- Cheminformatics
- Bioinformatics
Background:
- Accurate identification of functional groups in chemical compounds is crucial for biochemical research.
- Metabolic modeling relies on established enzyme-substrate connections stored in databases.
Purpose of the Study:
- To develop a comprehensive database for searching and identifying chemical compounds based on their functional groups and substructures.
- To facilitate the discovery of novel enzyme-substrate relationships and support metabolic pathway analysis.
Main Methods:
- Development of the Biochemical Substructure Search Catalogue (BiSSCat) database.
- Inclusion of 489 functional groups, over 200,000 compounds, and over 1,000,000 computationally derived substructures.
- Creation of a web-based search interface for querying the database.
Main Results:
- BiSSCat enables the identification of compounds containing specific combinations of substructures and functional groups.
- The database facilitates the prediction of potential substrates for known and putative enzymes.
- Applications for enzyme inhibitor design are demonstrated.
Conclusions:
- The BiSSCat database and its search tool provide a valuable resource for biochemical and metabolic research.
- It supports the identification of novel enzyme-substrate interactions and aids in genome-based enzyme discovery.
- The tool has practical applications in the design of enzyme inhibitors.
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