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Finding multiple reaction pathways via global optimization of action

Global searching for reaction pathways is a long-standing challenge in computational chemistry and biology. Most existing approaches perform only local searches due to computational complexity. Here we present a computational approach, Action-CSA, to find multiple diverse reaction pathways connectin...

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Autores principales: Lee, Juyong, Lee, In-Ho, Joung, InSuk, Lee, Jooyoung, Brooks, Bernard R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5458546/
https://www.ncbi.nlm.nih.gov/pubmed/28548089
http://dx.doi.org/10.1038/ncomms15443
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author Lee, Juyong
Lee, In-Ho
Joung, InSuk
Lee, Jooyoung
Brooks, Bernard R.
author_facet Lee, Juyong
Lee, In-Ho
Joung, InSuk
Lee, Jooyoung
Brooks, Bernard R.
author_sort Lee, Juyong
collection PubMed
description Global searching for reaction pathways is a long-standing challenge in computational chemistry and biology. Most existing approaches perform only local searches due to computational complexity. Here we present a computational approach, Action-CSA, to find multiple diverse reaction pathways connecting fixed initial and final states through global optimization of the Onsager–Machlup action using the conformational space annealing (CSA) method. Action-CSA successfully overcomes large energy barriers via crossovers and mutations of pathways and finds all possible pathways of small systems without initial guesses on pathways. The rank order and the transition time distribution of multiple pathways are in good agreement with those of long Langevin dynamics simulations. The lowest action folding pathway of FSD-1 is consistent with recent experiments. The results show that Action-CSA is an efficient and robust computational approach to study the multiple pathways of complex reactions and large-scale conformational changes.
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spelling pubmed-54585462017-07-11 Finding multiple reaction pathways via global optimization of action Lee, Juyong Lee, In-Ho Joung, InSuk Lee, Jooyoung Brooks, Bernard R. Nat Commun Article Global searching for reaction pathways is a long-standing challenge in computational chemistry and biology. Most existing approaches perform only local searches due to computational complexity. Here we present a computational approach, Action-CSA, to find multiple diverse reaction pathways connecting fixed initial and final states through global optimization of the Onsager–Machlup action using the conformational space annealing (CSA) method. Action-CSA successfully overcomes large energy barriers via crossovers and mutations of pathways and finds all possible pathways of small systems without initial guesses on pathways. The rank order and the transition time distribution of multiple pathways are in good agreement with those of long Langevin dynamics simulations. The lowest action folding pathway of FSD-1 is consistent with recent experiments. The results show that Action-CSA is an efficient and robust computational approach to study the multiple pathways of complex reactions and large-scale conformational changes. Nature Publishing Group 2017-05-26 /pmc/articles/PMC5458546/ /pubmed/28548089 http://dx.doi.org/10.1038/ncomms15443 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 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 to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Lee, Juyong
Lee, In-Ho
Joung, InSuk
Lee, Jooyoung
Brooks, Bernard R.
Finding multiple reaction pathways via global optimization of action
title Finding multiple reaction pathways via global optimization of action
title_full Finding multiple reaction pathways via global optimization of action
title_fullStr Finding multiple reaction pathways via global optimization of action
title_full_unstemmed Finding multiple reaction pathways via global optimization of action
title_short Finding multiple reaction pathways via global optimization of action
title_sort finding multiple reaction pathways via global optimization of action
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5458546/
https://www.ncbi.nlm.nih.gov/pubmed/28548089
http://dx.doi.org/10.1038/ncomms15443
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