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Collective Variables for Conformational Polymorphism in Molecular Crystals
[Image: see text] Controlling polymorphism in molecular crystals is crucial in the pharmaceutical, dye, and pesticide industries. However, its theoretical description is extremely challenging, due to the associated long time scales (>1 μs). We present an efficient procedure for identifying collec...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9900638/ https://www.ncbi.nlm.nih.gov/pubmed/36689770 http://dx.doi.org/10.1021/acs.jpclett.2c03491 |
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author | Elishav, Oren Podgaetsky, Roy Meikler, Olga Hirshberg, Barak |
author_facet | Elishav, Oren Podgaetsky, Roy Meikler, Olga Hirshberg, Barak |
author_sort | Elishav, Oren |
collection | PubMed |
description | [Image: see text] Controlling polymorphism in molecular crystals is crucial in the pharmaceutical, dye, and pesticide industries. However, its theoretical description is extremely challenging, due to the associated long time scales (>1 μs). We present an efficient procedure for identifying collective variables that promote transitions between conformational polymorphs in molecular dynamics simulations. It involves applying a simple dimensionality reduction algorithm to data from short (∼ps) simulations of the isolated conformers that correspond to each polymorph. We demonstrate the utility of our method in the challenging case of the important energetic material, CL-20, which has three anhydrous conformational polymorphs at ambient pressure. Using these collective variables in Metadynamics simulations, we observe transitions between all solid polymorphs in the biased trajectories. We reconstruct the free energy surface and identify previously unknown defect and intermediate forms in the transition from one known polymorph to another. Our method provides insights into complex conformational polymorphic transitions of flexible molecular crystals. |
format | Online Article Text |
id | pubmed-9900638 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-99006382023-02-07 Collective Variables for Conformational Polymorphism in Molecular Crystals Elishav, Oren Podgaetsky, Roy Meikler, Olga Hirshberg, Barak J Phys Chem Lett [Image: see text] Controlling polymorphism in molecular crystals is crucial in the pharmaceutical, dye, and pesticide industries. However, its theoretical description is extremely challenging, due to the associated long time scales (>1 μs). We present an efficient procedure for identifying collective variables that promote transitions between conformational polymorphs in molecular dynamics simulations. It involves applying a simple dimensionality reduction algorithm to data from short (∼ps) simulations of the isolated conformers that correspond to each polymorph. We demonstrate the utility of our method in the challenging case of the important energetic material, CL-20, which has three anhydrous conformational polymorphs at ambient pressure. Using these collective variables in Metadynamics simulations, we observe transitions between all solid polymorphs in the biased trajectories. We reconstruct the free energy surface and identify previously unknown defect and intermediate forms in the transition from one known polymorph to another. Our method provides insights into complex conformational polymorphic transitions of flexible molecular crystals. American Chemical Society 2023-01-23 /pmc/articles/PMC9900638/ /pubmed/36689770 http://dx.doi.org/10.1021/acs.jpclett.2c03491 Text en © 2023 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 | Elishav, Oren Podgaetsky, Roy Meikler, Olga Hirshberg, Barak Collective Variables for Conformational Polymorphism in Molecular Crystals |
title | Collective Variables
for Conformational Polymorphism
in Molecular Crystals |
title_full | Collective Variables
for Conformational Polymorphism
in Molecular Crystals |
title_fullStr | Collective Variables
for Conformational Polymorphism
in Molecular Crystals |
title_full_unstemmed | Collective Variables
for Conformational Polymorphism
in Molecular Crystals |
title_short | Collective Variables
for Conformational Polymorphism
in Molecular Crystals |
title_sort | collective variables
for conformational polymorphism
in molecular crystals |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9900638/ https://www.ncbi.nlm.nih.gov/pubmed/36689770 http://dx.doi.org/10.1021/acs.jpclett.2c03491 |
work_keys_str_mv | AT elishavoren collectivevariablesforconformationalpolymorphisminmolecularcrystals AT podgaetskyroy collectivevariablesforconformationalpolymorphisminmolecularcrystals AT meiklerolga collectivevariablesforconformationalpolymorphisminmolecularcrystals AT hirshbergbarak collectivevariablesforconformationalpolymorphisminmolecularcrystals |