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ReactionCode: format for reaction searching, analysis, classification, transform, and encoding/decoding
In the past two decades a lot of different formats for molecules and reactions have been created. These formats were mostly developed for the purposes of identifiers, representation, classification, analysis and data exchange. A lot of efforts have been made on molecule formats but only few for reac...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7713369/ https://www.ncbi.nlm.nih.gov/pubmed/33292568 http://dx.doi.org/10.1186/s13321-020-00476-x |
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author | Delannée, Victorien Nicklaus, Marc C. |
author_facet | Delannée, Victorien Nicklaus, Marc C. |
author_sort | Delannée, Victorien |
collection | PubMed |
description | In the past two decades a lot of different formats for molecules and reactions have been created. These formats were mostly developed for the purposes of identifiers, representation, classification, analysis and data exchange. A lot of efforts have been made on molecule formats but only few for reactions where the endeavors have been made mostly by companies leading to proprietary formats. Here, we present ReactionCode: a new open-source format that allows one to encode and decode a reaction into multi-layer machine readable code, which aggregates reactants and products into a condensed graph of reaction (CGR). This format is flexible and can be used in a context of reaction similarity searching and classification. It is also designed for database organization, machine learning applications and as a new transform reaction language. [Image: see text] |
format | Online Article Text |
id | pubmed-7713369 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-77133692020-12-03 ReactionCode: format for reaction searching, analysis, classification, transform, and encoding/decoding Delannée, Victorien Nicklaus, Marc C. J Cheminform Research Article In the past two decades a lot of different formats for molecules and reactions have been created. These formats were mostly developed for the purposes of identifiers, representation, classification, analysis and data exchange. A lot of efforts have been made on molecule formats but only few for reactions where the endeavors have been made mostly by companies leading to proprietary formats. Here, we present ReactionCode: a new open-source format that allows one to encode and decode a reaction into multi-layer machine readable code, which aggregates reactants and products into a condensed graph of reaction (CGR). This format is flexible and can be used in a context of reaction similarity searching and classification. It is also designed for database organization, machine learning applications and as a new transform reaction language. [Image: see text] Springer International Publishing 2020-12-03 /pmc/articles/PMC7713369/ /pubmed/33292568 http://dx.doi.org/10.1186/s13321-020-00476-x Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Delannée, Victorien Nicklaus, Marc C. ReactionCode: format for reaction searching, analysis, classification, transform, and encoding/decoding |
title | ReactionCode: format for reaction searching, analysis, classification, transform, and encoding/decoding |
title_full | ReactionCode: format for reaction searching, analysis, classification, transform, and encoding/decoding |
title_fullStr | ReactionCode: format for reaction searching, analysis, classification, transform, and encoding/decoding |
title_full_unstemmed | ReactionCode: format for reaction searching, analysis, classification, transform, and encoding/decoding |
title_short | ReactionCode: format for reaction searching, analysis, classification, transform, and encoding/decoding |
title_sort | reactioncode: format for reaction searching, analysis, classification, transform, and encoding/decoding |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7713369/ https://www.ncbi.nlm.nih.gov/pubmed/33292568 http://dx.doi.org/10.1186/s13321-020-00476-x |
work_keys_str_mv | AT delanneevictorien reactioncodeformatforreactionsearchinganalysisclassificationtransformandencodingdecoding AT nicklausmarcc reactioncodeformatforreactionsearchinganalysisclassificationtransformandencodingdecoding |