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Implementation of adaptive integration method for free energy calculations in molecular systems
Estimating free energy differences by computer simulation is useful for a wide variety of applications such as virtual screening for drug design and for understanding how amino acid mutations modify protein interactions. However, calculating free energy differences remains challenging and often requ...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7808261/ https://www.ncbi.nlm.nih.gov/pubmed/33457645 http://dx.doi.org/10.7717/peerj-cs.264 |
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author | Mirabzadeh, Christopher A. Ytreberg, F. Marty |
author_facet | Mirabzadeh, Christopher A. Ytreberg, F. Marty |
author_sort | Mirabzadeh, Christopher A. |
collection | PubMed |
description | Estimating free energy differences by computer simulation is useful for a wide variety of applications such as virtual screening for drug design and for understanding how amino acid mutations modify protein interactions. However, calculating free energy differences remains challenging and often requires extensive trial and error and very long simulation times in order to achieve converged results. Here, we present an implementation of the adaptive integration method (AIM). We tested our implementation on two molecular systems and compared results from AIM to those from a suite of other methods. The model systems tested here include calculating the solvation free energy of methane, and the free energy of mutating the peptide GAG to GVG. We show that AIM is more efficient than other tested methods for these systems, that is, AIM results converge to a higher level of accuracy and precision for a given simulation time. |
format | Online Article Text |
id | pubmed-7808261 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78082612021-01-14 Implementation of adaptive integration method for free energy calculations in molecular systems Mirabzadeh, Christopher A. Ytreberg, F. Marty PeerJ Comput Sci Computational Biology Estimating free energy differences by computer simulation is useful for a wide variety of applications such as virtual screening for drug design and for understanding how amino acid mutations modify protein interactions. However, calculating free energy differences remains challenging and often requires extensive trial and error and very long simulation times in order to achieve converged results. Here, we present an implementation of the adaptive integration method (AIM). We tested our implementation on two molecular systems and compared results from AIM to those from a suite of other methods. The model systems tested here include calculating the solvation free energy of methane, and the free energy of mutating the peptide GAG to GVG. We show that AIM is more efficient than other tested methods for these systems, that is, AIM results converge to a higher level of accuracy and precision for a given simulation time. PeerJ Inc. 2020-03-16 /pmc/articles/PMC7808261/ /pubmed/33457645 http://dx.doi.org/10.7717/peerj-cs.264 Text en ©2020 Mirabzadeh and Ytreberg https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. |
spellingShingle | Computational Biology Mirabzadeh, Christopher A. Ytreberg, F. Marty Implementation of adaptive integration method for free energy calculations in molecular systems |
title | Implementation of adaptive integration method for free energy calculations in molecular systems |
title_full | Implementation of adaptive integration method for free energy calculations in molecular systems |
title_fullStr | Implementation of adaptive integration method for free energy calculations in molecular systems |
title_full_unstemmed | Implementation of adaptive integration method for free energy calculations in molecular systems |
title_short | Implementation of adaptive integration method for free energy calculations in molecular systems |
title_sort | implementation of adaptive integration method for free energy calculations in molecular systems |
topic | Computational Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7808261/ https://www.ncbi.nlm.nih.gov/pubmed/33457645 http://dx.doi.org/10.7717/peerj-cs.264 |
work_keys_str_mv | AT mirabzadehchristophera implementationofadaptiveintegrationmethodforfreeenergycalculationsinmolecularsystems AT ytrebergfmarty implementationofadaptiveintegrationmethodforfreeenergycalculationsinmolecularsystems |