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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
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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. |
format | Online Article Text |
id | pubmed-5458546 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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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