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Free Energy Analyses of Cell-Penetrating Peptides Using the Weighted Ensemble Method
Cell-penetrating peptides (CPPs) have been widely used for drug-delivery agents; however, it has not been fully understood how they translocate across cell membranes. The Weighted Ensemble (WE) method, one of the most powerful and flexible path sampling techniques, can be helpful to reveal transloca...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8706838/ https://www.ncbi.nlm.nih.gov/pubmed/34940475 http://dx.doi.org/10.3390/membranes11120974 |
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author | Choe, Seungho |
author_facet | Choe, Seungho |
author_sort | Choe, Seungho |
collection | PubMed |
description | Cell-penetrating peptides (CPPs) have been widely used for drug-delivery agents; however, it has not been fully understood how they translocate across cell membranes. The Weighted Ensemble (WE) method, one of the most powerful and flexible path sampling techniques, can be helpful to reveal translocation paths and free energy barriers along those paths. Within the WE approach we show how Arg [Formula: see text] (nona-arginine) and Tat interact with a DOPC/DOPG(4:1) model membrane, and we present free energy (or potential mean of forces, PMFs) profiles of penetration, although a translocation across the membrane has not been observed in the current simulations. Two different compositions of lipid molecules were also tried and compared. Our approach can be applied to any CPPs interacting with various model membranes, and it will provide useful information regarding the transport mechanisms of CPPs. |
format | Online Article Text |
id | pubmed-8706838 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87068382021-12-25 Free Energy Analyses of Cell-Penetrating Peptides Using the Weighted Ensemble Method Choe, Seungho Membranes (Basel) Article Cell-penetrating peptides (CPPs) have been widely used for drug-delivery agents; however, it has not been fully understood how they translocate across cell membranes. The Weighted Ensemble (WE) method, one of the most powerful and flexible path sampling techniques, can be helpful to reveal translocation paths and free energy barriers along those paths. Within the WE approach we show how Arg [Formula: see text] (nona-arginine) and Tat interact with a DOPC/DOPG(4:1) model membrane, and we present free energy (or potential mean of forces, PMFs) profiles of penetration, although a translocation across the membrane has not been observed in the current simulations. Two different compositions of lipid molecules were also tried and compared. Our approach can be applied to any CPPs interacting with various model membranes, and it will provide useful information regarding the transport mechanisms of CPPs. MDPI 2021-12-09 /pmc/articles/PMC8706838/ /pubmed/34940475 http://dx.doi.org/10.3390/membranes11120974 Text en © 2021 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Choe, Seungho Free Energy Analyses of Cell-Penetrating Peptides Using the Weighted Ensemble Method |
title | Free Energy Analyses of Cell-Penetrating Peptides Using the Weighted Ensemble Method |
title_full | Free Energy Analyses of Cell-Penetrating Peptides Using the Weighted Ensemble Method |
title_fullStr | Free Energy Analyses of Cell-Penetrating Peptides Using the Weighted Ensemble Method |
title_full_unstemmed | Free Energy Analyses of Cell-Penetrating Peptides Using the Weighted Ensemble Method |
title_short | Free Energy Analyses of Cell-Penetrating Peptides Using the Weighted Ensemble Method |
title_sort | free energy analyses of cell-penetrating peptides using the weighted ensemble method |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8706838/ https://www.ncbi.nlm.nih.gov/pubmed/34940475 http://dx.doi.org/10.3390/membranes11120974 |
work_keys_str_mv | AT choeseungho freeenergyanalysesofcellpenetratingpeptidesusingtheweightedensemblemethod |