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Identification of nanoparticles as vesicular cargo via Airy scanning fluorescence microscopy and spatial statistics

Many biomedical applications of nanoparticles on the cellular level require a characterisation of their subcellular distribution. Depending on the nanoparticle and its preferred intracellular compartment, this may be a nontrivial task, and consequently, the available methodologies are constantly inc...

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Autores principales: Wimmenauer, Christian, Heinzel, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: RSC 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10295176/
https://www.ncbi.nlm.nih.gov/pubmed/37383069
http://dx.doi.org/10.1039/d3na00188a
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author Wimmenauer, Christian
Heinzel, Thomas
author_facet Wimmenauer, Christian
Heinzel, Thomas
author_sort Wimmenauer, Christian
collection PubMed
description Many biomedical applications of nanoparticles on the cellular level require a characterisation of their subcellular distribution. Depending on the nanoparticle and its preferred intracellular compartment, this may be a nontrivial task, and consequently, the available methodologies are constantly increasing. Here, we show that super-resolution microscopy in combination with spatial statistics (SMSS), comprising the pair correlation and the nearest neighbour function, is a powerful tool to identify spatial correlations between nanoparticles and moving vesicles. Furthermore, various types of motion like for example diffusive, active or Lévy flight transport can be distinguished within this concept via suitable statistical functions, which also contain information about the factors limiting the motion, as well as regarding characteristic length scales. The SMSS concept fills a methodological gap related to mobile intracellular nanoparticle hosts and its extension to further scenarios is straightforward. It is exemplified on MCF-7 cells after exposure to carbon nanodots, demonstrating that these particles are stored predominantly in the lysosomes.
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spelling pubmed-102951762023-06-28 Identification of nanoparticles as vesicular cargo via Airy scanning fluorescence microscopy and spatial statistics Wimmenauer, Christian Heinzel, Thomas Nanoscale Adv Chemistry Many biomedical applications of nanoparticles on the cellular level require a characterisation of their subcellular distribution. Depending on the nanoparticle and its preferred intracellular compartment, this may be a nontrivial task, and consequently, the available methodologies are constantly increasing. Here, we show that super-resolution microscopy in combination with spatial statistics (SMSS), comprising the pair correlation and the nearest neighbour function, is a powerful tool to identify spatial correlations between nanoparticles and moving vesicles. Furthermore, various types of motion like for example diffusive, active or Lévy flight transport can be distinguished within this concept via suitable statistical functions, which also contain information about the factors limiting the motion, as well as regarding characteristic length scales. The SMSS concept fills a methodological gap related to mobile intracellular nanoparticle hosts and its extension to further scenarios is straightforward. It is exemplified on MCF-7 cells after exposure to carbon nanodots, demonstrating that these particles are stored predominantly in the lysosomes. RSC 2023-06-14 /pmc/articles/PMC10295176/ /pubmed/37383069 http://dx.doi.org/10.1039/d3na00188a Text en This journal is © The Royal Society of Chemistry https://creativecommons.org/licenses/by/3.0/
spellingShingle Chemistry
Wimmenauer, Christian
Heinzel, Thomas
Identification of nanoparticles as vesicular cargo via Airy scanning fluorescence microscopy and spatial statistics
title Identification of nanoparticles as vesicular cargo via Airy scanning fluorescence microscopy and spatial statistics
title_full Identification of nanoparticles as vesicular cargo via Airy scanning fluorescence microscopy and spatial statistics
title_fullStr Identification of nanoparticles as vesicular cargo via Airy scanning fluorescence microscopy and spatial statistics
title_full_unstemmed Identification of nanoparticles as vesicular cargo via Airy scanning fluorescence microscopy and spatial statistics
title_short Identification of nanoparticles as vesicular cargo via Airy scanning fluorescence microscopy and spatial statistics
title_sort identification of nanoparticles as vesicular cargo via airy scanning fluorescence microscopy and spatial statistics
topic Chemistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10295176/
https://www.ncbi.nlm.nih.gov/pubmed/37383069
http://dx.doi.org/10.1039/d3na00188a
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