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A Coarse-Grained Molecular Dynamics Description of Docetaxel-Conjugate Release from PLGA Matrices
[Image: see text] Despite the extensive use of poly-lactic-glycolic-acid (PLGA) in biomedical applications, computational research on the mesoscopic characterization of PLGA-based delivery systems is limited. In this study, a computational model for PLGA is proposed, developed, and validated for the...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9667470/ https://www.ncbi.nlm.nih.gov/pubmed/36237166 http://dx.doi.org/10.1021/acs.biomac.2c00903 |
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author | Pannuzzo, Martina Felici, Alessia Decuzzi, Paolo |
author_facet | Pannuzzo, Martina Felici, Alessia Decuzzi, Paolo |
author_sort | Pannuzzo, Martina |
collection | PubMed |
description | [Image: see text] Despite the extensive use of poly-lactic-glycolic-acid (PLGA) in biomedical applications, computational research on the mesoscopic characterization of PLGA-based delivery systems is limited. In this study, a computational model for PLGA is proposed, developed, and validated for the reproducibility of transport properties that can influence drug release, the rate of which remains difficult to control. For computational efficiency, coarse-grained (CG) models of the molecular components under consideration were built using the MARTINI force field version 2.2. The translocation free energy barrier ΔG(t)(*) across the PLGA matrix in the aqueous phase of docetaxel and derivatives of varying sizes and solubilities was predicted via molecular dynamics (MD) simulations and compared with experimental release data. The thermodynamic quantity ΔG(t)(*) anticipates and can help explain the release kinetics of hydrophobic compounds from the PLGA matrix, albeit within the limit of a drug concentration below a critical aggregation concentration. The proposed computational framework would allow one to predict the pharmacological behavior of polymeric implants loaded with a variety of payloads under different conditions, limiting the experimental workload and associated costs. |
format | Online Article Text |
id | pubmed-9667470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-96674702022-11-17 A Coarse-Grained Molecular Dynamics Description of Docetaxel-Conjugate Release from PLGA Matrices Pannuzzo, Martina Felici, Alessia Decuzzi, Paolo Biomacromolecules [Image: see text] Despite the extensive use of poly-lactic-glycolic-acid (PLGA) in biomedical applications, computational research on the mesoscopic characterization of PLGA-based delivery systems is limited. In this study, a computational model for PLGA is proposed, developed, and validated for the reproducibility of transport properties that can influence drug release, the rate of which remains difficult to control. For computational efficiency, coarse-grained (CG) models of the molecular components under consideration were built using the MARTINI force field version 2.2. The translocation free energy barrier ΔG(t)(*) across the PLGA matrix in the aqueous phase of docetaxel and derivatives of varying sizes and solubilities was predicted via molecular dynamics (MD) simulations and compared with experimental release data. The thermodynamic quantity ΔG(t)(*) anticipates and can help explain the release kinetics of hydrophobic compounds from the PLGA matrix, albeit within the limit of a drug concentration below a critical aggregation concentration. The proposed computational framework would allow one to predict the pharmacological behavior of polymeric implants loaded with a variety of payloads under different conditions, limiting the experimental workload and associated costs. American Chemical Society 2022-10-14 2022-11-14 /pmc/articles/PMC9667470/ /pubmed/36237166 http://dx.doi.org/10.1021/acs.biomac.2c00903 Text en © 2022 The Authors. Published by 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 | Pannuzzo, Martina Felici, Alessia Decuzzi, Paolo A Coarse-Grained Molecular Dynamics Description of Docetaxel-Conjugate Release from PLGA Matrices |
title | A Coarse-Grained
Molecular Dynamics Description of
Docetaxel-Conjugate Release from PLGA Matrices |
title_full | A Coarse-Grained
Molecular Dynamics Description of
Docetaxel-Conjugate Release from PLGA Matrices |
title_fullStr | A Coarse-Grained
Molecular Dynamics Description of
Docetaxel-Conjugate Release from PLGA Matrices |
title_full_unstemmed | A Coarse-Grained
Molecular Dynamics Description of
Docetaxel-Conjugate Release from PLGA Matrices |
title_short | A Coarse-Grained
Molecular Dynamics Description of
Docetaxel-Conjugate Release from PLGA Matrices |
title_sort | coarse-grained
molecular dynamics description of
docetaxel-conjugate release from plga matrices |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9667470/ https://www.ncbi.nlm.nih.gov/pubmed/36237166 http://dx.doi.org/10.1021/acs.biomac.2c00903 |
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