Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Plaza-Oliver, María, Cano, Emilio L., Arroyo-Jimenez, María Mar, Gámez, Matías, Lozano-López, María Victoria, Santander-Ortega, Manuel J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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
_version_ 1783671136929710080
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
work_keys_str_mv AT plazaolivermaria takingparticletrackingintopracticebynovelsoftwareandscreeningapproachcasestudyoforallipidnanocarriers
AT canoemiliol takingparticletrackingintopracticebynovelsoftwareandscreeningapproachcasestudyoforallipidnanocarriers
AT arroyojimenezmariamar takingparticletrackingintopracticebynovelsoftwareandscreeningapproachcasestudyoforallipidnanocarriers
AT gamezmatias takingparticletrackingintopracticebynovelsoftwareandscreeningapproachcasestudyoforallipidnanocarriers
AT lozanolopezmariavictoria takingparticletrackingintopracticebynovelsoftwareandscreeningapproachcasestudyoforallipidnanocarriers
AT santanderortegamanuelj takingparticletrackingintopracticebynovelsoftwareandscreeningapproachcasestudyoforallipidnanocarriers