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Dynamics of Nanoparticle-Protein Corona Complex Formation: Analytical Results from Population Balance Equations

BACKGROUND: Nanoparticle-protein corona complex formation involves absorption of protein molecules onto nanoparticle surfaces in a physiological environment. Understanding the corona formation process is crucial in predicting nanoparticle behavior in biological systems, including applications of nan...

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Detalles Bibliográficos
Autores principales: Darabi Sahneh, Faryad, Scoglio, Caterina, Riviere, Jim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3669406/
https://www.ncbi.nlm.nih.gov/pubmed/23741371
http://dx.doi.org/10.1371/journal.pone.0064690
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author Darabi Sahneh, Faryad
Scoglio, Caterina
Riviere, Jim
author_facet Darabi Sahneh, Faryad
Scoglio, Caterina
Riviere, Jim
author_sort Darabi Sahneh, Faryad
collection PubMed
description BACKGROUND: Nanoparticle-protein corona complex formation involves absorption of protein molecules onto nanoparticle surfaces in a physiological environment. Understanding the corona formation process is crucial in predicting nanoparticle behavior in biological systems, including applications of nanotoxicology and development of nano drug delivery platforms. METHOD: This paper extends the modeling work in to derive a mathematical model describing the dynamics of nanoparticle corona complex formation from population balance equations. We apply nonlinear dynamics techniques to derive analytical results for the composition of nanoparticle-protein corona complex, and validate our results through numerical simulations. RESULTS: The model presented in this paper exhibits two phases of corona complex dynamics. In the first phase, proteins rapidly bind to the free surface of nanoparticles, leading to a metastable composition. During the second phase, continuous association and dissociation of protein molecules with nanoparticles slowly changes the composition of the corona complex. Given sufficient time, composition of the corona complex reaches an equilibrium state of stable composition. We find analytical approximate formulae for metastable and stable compositions of corona complex. Our formulae are very well-structured to clearly identify important parameters determining corona composition. CONCLUSION: The dynamics of biocorona formation constitute vital aspect of interactions between nanoparticles and living organisms. Our results further understanding of these dynamics through quantitation of experimental conditions, modeling results for in vitro systems to better predict behavior for in vivo systems. One potential application would involve a single cell culture medium related to a complex protein medium, such as blood or tissue fluid.
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spelling pubmed-36694062013-06-05 Dynamics of Nanoparticle-Protein Corona Complex Formation: Analytical Results from Population Balance Equations Darabi Sahneh, Faryad Scoglio, Caterina Riviere, Jim PLoS One Research Article BACKGROUND: Nanoparticle-protein corona complex formation involves absorption of protein molecules onto nanoparticle surfaces in a physiological environment. Understanding the corona formation process is crucial in predicting nanoparticle behavior in biological systems, including applications of nanotoxicology and development of nano drug delivery platforms. METHOD: This paper extends the modeling work in to derive a mathematical model describing the dynamics of nanoparticle corona complex formation from population balance equations. We apply nonlinear dynamics techniques to derive analytical results for the composition of nanoparticle-protein corona complex, and validate our results through numerical simulations. RESULTS: The model presented in this paper exhibits two phases of corona complex dynamics. In the first phase, proteins rapidly bind to the free surface of nanoparticles, leading to a metastable composition. During the second phase, continuous association and dissociation of protein molecules with nanoparticles slowly changes the composition of the corona complex. Given sufficient time, composition of the corona complex reaches an equilibrium state of stable composition. We find analytical approximate formulae for metastable and stable compositions of corona complex. Our formulae are very well-structured to clearly identify important parameters determining corona composition. CONCLUSION: The dynamics of biocorona formation constitute vital aspect of interactions between nanoparticles and living organisms. Our results further understanding of these dynamics through quantitation of experimental conditions, modeling results for in vitro systems to better predict behavior for in vivo systems. One potential application would involve a single cell culture medium related to a complex protein medium, such as blood or tissue fluid. Public Library of Science 2013-05-31 /pmc/articles/PMC3669406/ /pubmed/23741371 http://dx.doi.org/10.1371/journal.pone.0064690 Text en © 2013 Darabi Sahneh et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Darabi Sahneh, Faryad
Scoglio, Caterina
Riviere, Jim
Dynamics of Nanoparticle-Protein Corona Complex Formation: Analytical Results from Population Balance Equations
title Dynamics of Nanoparticle-Protein Corona Complex Formation: Analytical Results from Population Balance Equations
title_full Dynamics of Nanoparticle-Protein Corona Complex Formation: Analytical Results from Population Balance Equations
title_fullStr Dynamics of Nanoparticle-Protein Corona Complex Formation: Analytical Results from Population Balance Equations
title_full_unstemmed Dynamics of Nanoparticle-Protein Corona Complex Formation: Analytical Results from Population Balance Equations
title_short Dynamics of Nanoparticle-Protein Corona Complex Formation: Analytical Results from Population Balance Equations
title_sort dynamics of nanoparticle-protein corona complex formation: analytical results from population balance equations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3669406/
https://www.ncbi.nlm.nih.gov/pubmed/23741371
http://dx.doi.org/10.1371/journal.pone.0064690
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