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Taking Particle Tracking into Practice by Novel Software and Screening Approach: Case-Study of Oral Lipid Nanocarriers
The success on the design of new oral nanocarriers greatly depends on the identification of the best physicochemical properties that would allow their diffusion across the mucus layer that protects the intestinal epithelium. In this context, particle tracking (PT) has arisen in the pharmaceutical fi...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8001040/ https://www.ncbi.nlm.nih.gov/pubmed/33802226 http://dx.doi.org/10.3390/pharmaceutics13030370 |
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author | Plaza-Oliver, María Cano, Emilio L. Arroyo-Jimenez, María Mar Gámez, Matías Lozano-López, María Victoria Santander-Ortega, Manuel J. |
author_facet | Plaza-Oliver, María Cano, Emilio L. Arroyo-Jimenez, María Mar Gámez, Matías Lozano-López, María Victoria Santander-Ortega, Manuel J. |
author_sort | Plaza-Oliver, María |
collection | PubMed |
description | The success on the design of new oral nanocarriers greatly depends on the identification of the best physicochemical properties that would allow their diffusion across the mucus layer that protects the intestinal epithelium. In this context, particle tracking (PT) has arisen in the pharmaceutical field as an excellent tool to evaluate the diffusion of individual particles across the intestinal mucus. In PT, the trajectories of individual particles are characterized by the mean square displacement (MSD), which is used to calculate the coefficient of diffusion (D) and the anomalous diffusion parameter (α) as [Formula: see text]. Unfortunately, there is no stablished criteria to evaluate the goodness-of-fit of the experimental data to the mathematical model. This work shows that the commonly used R(2) parameter may lead to an overestimation of the diffusion capacity of oral nanocarriers. We propose a screening approach based on a combination of R(2) with further statistical parameters. We have analyzed the effect of this approach to study the intestinal mucodiffusion of lipid oral nanocarriers, compared to the conventional screening approach. Last, we have developed software able to perform the whole PT analysis in a time-saving, user-friendly, and rational fashion. |
format | Online Article Text |
id | pubmed-8001040 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80010402021-03-28 Taking Particle Tracking into Practice by Novel Software and Screening Approach: Case-Study of Oral Lipid Nanocarriers Plaza-Oliver, María Cano, Emilio L. Arroyo-Jimenez, María Mar Gámez, Matías Lozano-López, María Victoria Santander-Ortega, Manuel J. Pharmaceutics Article The success on the design of new oral nanocarriers greatly depends on the identification of the best physicochemical properties that would allow their diffusion across the mucus layer that protects the intestinal epithelium. In this context, particle tracking (PT) has arisen in the pharmaceutical field as an excellent tool to evaluate the diffusion of individual particles across the intestinal mucus. In PT, the trajectories of individual particles are characterized by the mean square displacement (MSD), which is used to calculate the coefficient of diffusion (D) and the anomalous diffusion parameter (α) as [Formula: see text]. Unfortunately, there is no stablished criteria to evaluate the goodness-of-fit of the experimental data to the mathematical model. This work shows that the commonly used R(2) parameter may lead to an overestimation of the diffusion capacity of oral nanocarriers. We propose a screening approach based on a combination of R(2) with further statistical parameters. We have analyzed the effect of this approach to study the intestinal mucodiffusion of lipid oral nanocarriers, compared to the conventional screening approach. Last, we have developed software able to perform the whole PT analysis in a time-saving, user-friendly, and rational fashion. MDPI 2021-03-10 /pmc/articles/PMC8001040/ /pubmed/33802226 http://dx.doi.org/10.3390/pharmaceutics13030370 Text en © 2021 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 (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Article Plaza-Oliver, María Cano, Emilio L. Arroyo-Jimenez, María Mar Gámez, Matías Lozano-López, María Victoria Santander-Ortega, Manuel J. Taking Particle Tracking into Practice by Novel Software and Screening Approach: Case-Study of Oral Lipid Nanocarriers |
title | Taking Particle Tracking into Practice by Novel Software and Screening Approach: Case-Study of Oral Lipid Nanocarriers |
title_full | Taking Particle Tracking into Practice by Novel Software and Screening Approach: Case-Study of Oral Lipid Nanocarriers |
title_fullStr | Taking Particle Tracking into Practice by Novel Software and Screening Approach: Case-Study of Oral Lipid Nanocarriers |
title_full_unstemmed | Taking Particle Tracking into Practice by Novel Software and Screening Approach: Case-Study of Oral Lipid Nanocarriers |
title_short | Taking Particle Tracking into Practice by Novel Software and Screening Approach: Case-Study of Oral Lipid Nanocarriers |
title_sort | taking particle tracking into practice by novel software and screening approach: case-study of oral lipid nanocarriers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8001040/ https://www.ncbi.nlm.nih.gov/pubmed/33802226 http://dx.doi.org/10.3390/pharmaceutics13030370 |
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