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Kinetics of Drug Release from Clay Using Enhanced Sampling Methods
A key step in the development of a new drug, is the design of drug–excipient complexes that lead to optimal drug release kinetics. Computational chemistry and specifically enhanced sampling molecular dynamics methods can play a key role in this context, by minimizing the need for expensive experimen...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9781022/ https://www.ncbi.nlm.nih.gov/pubmed/36559081 http://dx.doi.org/10.3390/pharmaceutics14122586 |
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author | Borrego-Sánchez, Ana Debnath, Jayashrita Parrinello, Michele |
author_facet | Borrego-Sánchez, Ana Debnath, Jayashrita Parrinello, Michele |
author_sort | Borrego-Sánchez, Ana |
collection | PubMed |
description | A key step in the development of a new drug, is the design of drug–excipient complexes that lead to optimal drug release kinetics. Computational chemistry and specifically enhanced sampling molecular dynamics methods can play a key role in this context, by minimizing the need for expensive experiments, and reducing cost and time. Here we show that recent advances in enhanced sampling methodologies can be brought to fruition in this area. We demonstrate the potential of these methodologies by simulating the drug release kinetics of the complex praziquantel–montmorillonite in water. Praziquantel finds promising applications in the treatment of schistosomiasis, but its biopharmaceutical profile needs to be improved, and a cheap material such as the montmorillonite clay would be a very convenient excipient. We simulate the drug release both from surface and interlayer space, and find that the diffusion of the praziquantel inside the interlayer space is the process that limits the rate of drug release. |
format | Online Article Text |
id | pubmed-9781022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97810222022-12-24 Kinetics of Drug Release from Clay Using Enhanced Sampling Methods Borrego-Sánchez, Ana Debnath, Jayashrita Parrinello, Michele Pharmaceutics Article A key step in the development of a new drug, is the design of drug–excipient complexes that lead to optimal drug release kinetics. Computational chemistry and specifically enhanced sampling molecular dynamics methods can play a key role in this context, by minimizing the need for expensive experiments, and reducing cost and time. Here we show that recent advances in enhanced sampling methodologies can be brought to fruition in this area. We demonstrate the potential of these methodologies by simulating the drug release kinetics of the complex praziquantel–montmorillonite in water. Praziquantel finds promising applications in the treatment of schistosomiasis, but its biopharmaceutical profile needs to be improved, and a cheap material such as the montmorillonite clay would be a very convenient excipient. We simulate the drug release both from surface and interlayer space, and find that the diffusion of the praziquantel inside the interlayer space is the process that limits the rate of drug release. MDPI 2022-11-24 /pmc/articles/PMC9781022/ /pubmed/36559081 http://dx.doi.org/10.3390/pharmaceutics14122586 Text en © 2022 by the authors. 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 Borrego-Sánchez, Ana Debnath, Jayashrita Parrinello, Michele Kinetics of Drug Release from Clay Using Enhanced Sampling Methods |
title | Kinetics of Drug Release from Clay Using Enhanced Sampling Methods |
title_full | Kinetics of Drug Release from Clay Using Enhanced Sampling Methods |
title_fullStr | Kinetics of Drug Release from Clay Using Enhanced Sampling Methods |
title_full_unstemmed | Kinetics of Drug Release from Clay Using Enhanced Sampling Methods |
title_short | Kinetics of Drug Release from Clay Using Enhanced Sampling Methods |
title_sort | kinetics of drug release from clay using enhanced sampling methods |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9781022/ https://www.ncbi.nlm.nih.gov/pubmed/36559081 http://dx.doi.org/10.3390/pharmaceutics14122586 |
work_keys_str_mv | AT borregosanchezana kineticsofdrugreleasefromclayusingenhancedsamplingmethods AT debnathjayashrita kineticsofdrugreleasefromclayusingenhancedsamplingmethods AT parrinellomichele kineticsofdrugreleasefromclayusingenhancedsamplingmethods |