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RMechDB: A Public Database of Elementary Radical Reaction Steps

[Image: see text] We introduce RMechDB, an open-access platform for aggregating, curating, and distributing reliable data about elementary radical reaction steps for computational radical reaction modeling and prediction. RMechDB contains over 5,300 elementary radical reaction steps, each with a sin...

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Autores principales: Tavakoli, Mohammadamin, Chiu, Yin Ting T., Baldi, Pierre, Carlton, Ann Marie, Van Vranken, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9976277/
https://www.ncbi.nlm.nih.gov/pubmed/36799778
http://dx.doi.org/10.1021/acs.jcim.2c01359
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author Tavakoli, Mohammadamin
Chiu, Yin Ting T.
Baldi, Pierre
Carlton, Ann Marie
Van Vranken, David
author_facet Tavakoli, Mohammadamin
Chiu, Yin Ting T.
Baldi, Pierre
Carlton, Ann Marie
Van Vranken, David
author_sort Tavakoli, Mohammadamin
collection PubMed
description [Image: see text] We introduce RMechDB, an open-access platform for aggregating, curating, and distributing reliable data about elementary radical reaction steps for computational radical reaction modeling and prediction. RMechDB contains over 5,300 elementary radical reaction steps, each with a single transition state at or around room temperature. These elementary step reactions are manually curated plausible arrow-pushing steps for organic radical reactions. The steps were taken from a variety of sources. Over 2,000 mechanistic steps were extracted from textbooks and/or constructed from research publications. Another 3,000 were taken from gas-phase atmospheric reactions of isoprene and other organic molecules on the MCM (Master Chemical Mechanism) Web site. Reactions are encoded in the SMIRKS format with accurate atom mapping and annotations for arrow-pushing mechanisms. At its core, RMechDB consists of a database schema with an online interactive search interface and a request portal for downloading the raw form of elementary step reactions with their metadata. It also offers an interface for submitting new reactions to RMechDB and expanding the data set through community contributions. Although there are several applications for RMechDB, it is primarily designed as a central platform of radical elementary steps with a unified and structured representation. We believe that this open access to this data and platform enables the extension of data-driven models for chemical reaction predictions and other chemoinformatics predictive tasks.
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spelling pubmed-99762772023-03-02 RMechDB: A Public Database of Elementary Radical Reaction Steps Tavakoli, Mohammadamin Chiu, Yin Ting T. Baldi, Pierre Carlton, Ann Marie Van Vranken, David J Chem Inf Model [Image: see text] We introduce RMechDB, an open-access platform for aggregating, curating, and distributing reliable data about elementary radical reaction steps for computational radical reaction modeling and prediction. RMechDB contains over 5,300 elementary radical reaction steps, each with a single transition state at or around room temperature. These elementary step reactions are manually curated plausible arrow-pushing steps for organic radical reactions. The steps were taken from a variety of sources. Over 2,000 mechanistic steps were extracted from textbooks and/or constructed from research publications. Another 3,000 were taken from gas-phase atmospheric reactions of isoprene and other organic molecules on the MCM (Master Chemical Mechanism) Web site. Reactions are encoded in the SMIRKS format with accurate atom mapping and annotations for arrow-pushing mechanisms. At its core, RMechDB consists of a database schema with an online interactive search interface and a request portal for downloading the raw form of elementary step reactions with their metadata. It also offers an interface for submitting new reactions to RMechDB and expanding the data set through community contributions. Although there are several applications for RMechDB, it is primarily designed as a central platform of radical elementary steps with a unified and structured representation. We believe that this open access to this data and platform enables the extension of data-driven models for chemical reaction predictions and other chemoinformatics predictive tasks. American Chemical Society 2023-02-17 /pmc/articles/PMC9976277/ /pubmed/36799778 http://dx.doi.org/10.1021/acs.jcim.2c01359 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Tavakoli, Mohammadamin
Chiu, Yin Ting T.
Baldi, Pierre
Carlton, Ann Marie
Van Vranken, David
RMechDB: A Public Database of Elementary Radical Reaction Steps
title RMechDB: A Public Database of Elementary Radical Reaction Steps
title_full RMechDB: A Public Database of Elementary Radical Reaction Steps
title_fullStr RMechDB: A Public Database of Elementary Radical Reaction Steps
title_full_unstemmed RMechDB: A Public Database of Elementary Radical Reaction Steps
title_short RMechDB: A Public Database of Elementary Radical Reaction Steps
title_sort rmechdb: a public database of elementary radical reaction steps
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9976277/
https://www.ncbi.nlm.nih.gov/pubmed/36799778
http://dx.doi.org/10.1021/acs.jcim.2c01359
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