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ReactionCode: format for reaction searching, analysis, classification, transform, and encoding/decoding.
Victorien Delannée1, Marc C Nicklaus2
1Computer-Aided Drug Design Group, Chemical Biology Laboratory, Center for Cancer Research, National Cancer Institute, NIH, 376 Boyles Street, Frederick, MD, 21702, USA.
ReactionCode is a new open-source format for encoding chemical reactions. This machine-readable code facilitates reaction similarity searching, classification, and machine learning applications.
Area of Science:
- Chemical informatics
- Computational chemistry
Background:
- Numerous molecular and reaction formats exist, primarily for data exchange and analysis.
- Existing reaction formats are often proprietary, hindering open-source development and accessibility.
Purpose of the Study:
- Introduce ReactionCode, a novel open-source format for encoding chemical reactions.
- Provide a flexible and machine-readable representation for reactions.
Main Methods:
- Developed ReactionCode, an open-source format for encoding reactions.
- Represented reactions as a condensed graph of reaction (CGR), aggregating reactants and products.
- Designed the format for multi-layer machine readability.
Main Results:
- ReactionCode enables encoding and decoding of chemical reactions into a condensed graph representation.
- The format is flexible for various cheminformatics applications.
- Facilitates reaction similarity searching, classification, and database organization.
Conclusions:
- ReactionCode offers a standardized, open-source solution for reaction representation.
- The format supports advanced applications like machine learning and serves as a transform reaction language.
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