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Excipient-excipient interactions in the development of nanocarriers: an innovative statistical approach for formulation decisions

Excipient interaction has become essential knowledge for rational formulation design of nanoparticles. Nanostructured lipid carriers (NLCs) include at least three types of excipient, which enhance excipient interaction possibilities and relevance. The present article introduces an alternative approa...

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Autores principales: Beraldo-de-Araújo, Viviane Lucia, Beraldo-de-Araújo, Anderson, Costa, Juliana Souza Ribeiro, Pelegrine, Ana Carolina Martins, Ribeiro, Lígia Nunes Moraes, Paula, Eneida de, Oliveira-Nascimento, Laura
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6656889/
https://www.ncbi.nlm.nih.gov/pubmed/31341227
http://dx.doi.org/10.1038/s41598-019-47270-w
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author Beraldo-de-Araújo, Viviane Lucia
Beraldo-de-Araújo, Anderson
Costa, Juliana Souza Ribeiro
Pelegrine, Ana Carolina Martins
Ribeiro, Lígia Nunes Moraes
Paula, Eneida de
Oliveira-Nascimento, Laura
author_facet Beraldo-de-Araújo, Viviane Lucia
Beraldo-de-Araújo, Anderson
Costa, Juliana Souza Ribeiro
Pelegrine, Ana Carolina Martins
Ribeiro, Lígia Nunes Moraes
Paula, Eneida de
Oliveira-Nascimento, Laura
author_sort Beraldo-de-Araújo, Viviane Lucia
collection PubMed
description Excipient interaction has become essential knowledge for rational formulation design of nanoparticles. Nanostructured lipid carriers (NLCs) include at least three types of excipient, which enhance excipient interaction possibilities and relevance. The present article introduces an alternative approach for evaluating a great number of excipients with few samples, using NLC as a model delivery system. This approach is based on two sequential experiments using Hall-2 experimental design and analysis of excipient interactions in respect to their physicochemical properties by multilevel statistics. NLCs were prepared using a hot emulsification-ultrasonication method with lidocaine and nine excipients (solid lipids, oils and surfactants). The evaluated parameters were z-average size (DLS), dispersity (DLS), zeta potential (electrophoretic mobility) and entrapment efficiency (HPLC). Cetyl palmitate, beeswax, castor oil, capric/caprylic acid and polysorbate 80 all presented larger effects amongst the studied factors as well as a clear pattern of synergistic interactions. Following the verified trends, we produced an optimized NLC that exhibited all desirable physicochemical characteristics and a modified drug release profile. Our results demonstrate the methodology’s robustness, which can be applied to other nanoparticles and establish a cost-effective excipient evaluation.
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spelling pubmed-66568892019-07-29 Excipient-excipient interactions in the development of nanocarriers: an innovative statistical approach for formulation decisions Beraldo-de-Araújo, Viviane Lucia Beraldo-de-Araújo, Anderson Costa, Juliana Souza Ribeiro Pelegrine, Ana Carolina Martins Ribeiro, Lígia Nunes Moraes Paula, Eneida de Oliveira-Nascimento, Laura Sci Rep Article Excipient interaction has become essential knowledge for rational formulation design of nanoparticles. Nanostructured lipid carriers (NLCs) include at least three types of excipient, which enhance excipient interaction possibilities and relevance. The present article introduces an alternative approach for evaluating a great number of excipients with few samples, using NLC as a model delivery system. This approach is based on two sequential experiments using Hall-2 experimental design and analysis of excipient interactions in respect to their physicochemical properties by multilevel statistics. NLCs were prepared using a hot emulsification-ultrasonication method with lidocaine and nine excipients (solid lipids, oils and surfactants). The evaluated parameters were z-average size (DLS), dispersity (DLS), zeta potential (electrophoretic mobility) and entrapment efficiency (HPLC). Cetyl palmitate, beeswax, castor oil, capric/caprylic acid and polysorbate 80 all presented larger effects amongst the studied factors as well as a clear pattern of synergistic interactions. Following the verified trends, we produced an optimized NLC that exhibited all desirable physicochemical characteristics and a modified drug release profile. Our results demonstrate the methodology’s robustness, which can be applied to other nanoparticles and establish a cost-effective excipient evaluation. Nature Publishing Group UK 2019-07-24 /pmc/articles/PMC6656889/ /pubmed/31341227 http://dx.doi.org/10.1038/s41598-019-47270-w Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Beraldo-de-Araújo, Viviane Lucia
Beraldo-de-Araújo, Anderson
Costa, Juliana Souza Ribeiro
Pelegrine, Ana Carolina Martins
Ribeiro, Lígia Nunes Moraes
Paula, Eneida de
Oliveira-Nascimento, Laura
Excipient-excipient interactions in the development of nanocarriers: an innovative statistical approach for formulation decisions
title Excipient-excipient interactions in the development of nanocarriers: an innovative statistical approach for formulation decisions
title_full Excipient-excipient interactions in the development of nanocarriers: an innovative statistical approach for formulation decisions
title_fullStr Excipient-excipient interactions in the development of nanocarriers: an innovative statistical approach for formulation decisions
title_full_unstemmed Excipient-excipient interactions in the development of nanocarriers: an innovative statistical approach for formulation decisions
title_short Excipient-excipient interactions in the development of nanocarriers: an innovative statistical approach for formulation decisions
title_sort excipient-excipient interactions in the development of nanocarriers: an innovative statistical approach for formulation decisions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6656889/
https://www.ncbi.nlm.nih.gov/pubmed/31341227
http://dx.doi.org/10.1038/s41598-019-47270-w
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