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Quantum Chemical Approach to Estimating the Thermodynamics of Metabolic Reactions

Thermodynamics plays an increasingly important role in modeling and engineering metabolism. We present the first nonempirical computational method for estimating standard Gibbs reaction energies of metabolic reactions based on quantum chemistry, which can help fill in the gaps in the existing thermo...

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Autores principales: Jinich, Adrian, Rappoport, Dmitrij, Dunn, Ian, Sanchez-Lengeling, Benjamin, Olivares-Amaya, Roberto, Noor, Elad, Even, Arren Bar, Aspuru-Guzik, Alán
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5381496/
https://www.ncbi.nlm.nih.gov/pubmed/25387603
http://dx.doi.org/10.1038/srep07022
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author Jinich, Adrian
Rappoport, Dmitrij
Dunn, Ian
Sanchez-Lengeling, Benjamin
Olivares-Amaya, Roberto
Noor, Elad
Even, Arren Bar
Aspuru-Guzik, Alán
author_facet Jinich, Adrian
Rappoport, Dmitrij
Dunn, Ian
Sanchez-Lengeling, Benjamin
Olivares-Amaya, Roberto
Noor, Elad
Even, Arren Bar
Aspuru-Guzik, Alán
author_sort Jinich, Adrian
collection PubMed
description Thermodynamics plays an increasingly important role in modeling and engineering metabolism. We present the first nonempirical computational method for estimating standard Gibbs reaction energies of metabolic reactions based on quantum chemistry, which can help fill in the gaps in the existing thermodynamic data. When applied to a test set of reactions from core metabolism, the quantum chemical approach is comparable in accuracy to group contribution methods for isomerization and group transfer reactions and for reactions not including multiply charged anions. The errors in standard Gibbs reaction energy estimates are correlated with the charges of the participating molecules. The quantum chemical approach is amenable to systematic improvements and holds potential for providing thermodynamic data for all of metabolism.
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spelling pubmed-53814962017-04-11 Quantum Chemical Approach to Estimating the Thermodynamics of Metabolic Reactions Jinich, Adrian Rappoport, Dmitrij Dunn, Ian Sanchez-Lengeling, Benjamin Olivares-Amaya, Roberto Noor, Elad Even, Arren Bar Aspuru-Guzik, Alán Sci Rep Article Thermodynamics plays an increasingly important role in modeling and engineering metabolism. We present the first nonempirical computational method for estimating standard Gibbs reaction energies of metabolic reactions based on quantum chemistry, which can help fill in the gaps in the existing thermodynamic data. When applied to a test set of reactions from core metabolism, the quantum chemical approach is comparable in accuracy to group contribution methods for isomerization and group transfer reactions and for reactions not including multiply charged anions. The errors in standard Gibbs reaction energy estimates are correlated with the charges of the participating molecules. The quantum chemical approach is amenable to systematic improvements and holds potential for providing thermodynamic data for all of metabolism. Nature Publishing Group 2014-11-12 /pmc/articles/PMC5381496/ /pubmed/25387603 http://dx.doi.org/10.1038/srep07022 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Article
Jinich, Adrian
Rappoport, Dmitrij
Dunn, Ian
Sanchez-Lengeling, Benjamin
Olivares-Amaya, Roberto
Noor, Elad
Even, Arren Bar
Aspuru-Guzik, Alán
Quantum Chemical Approach to Estimating the Thermodynamics of Metabolic Reactions
title Quantum Chemical Approach to Estimating the Thermodynamics of Metabolic Reactions
title_full Quantum Chemical Approach to Estimating the Thermodynamics of Metabolic Reactions
title_fullStr Quantum Chemical Approach to Estimating the Thermodynamics of Metabolic Reactions
title_full_unstemmed Quantum Chemical Approach to Estimating the Thermodynamics of Metabolic Reactions
title_short Quantum Chemical Approach to Estimating the Thermodynamics of Metabolic Reactions
title_sort quantum chemical approach to estimating the thermodynamics of metabolic reactions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5381496/
https://www.ncbi.nlm.nih.gov/pubmed/25387603
http://dx.doi.org/10.1038/srep07022
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