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Correlation of Dual Colour Single Particle Trajectories for Improved Detection and Analysis of Interactions in Living Cells

Interactions between objects inside living cells are often investigated by looking for colocalization between fluorescence microscopy images that are recorded in separate colours corresponding to the fluorescent label of each object. The fundamental limitation of this approach in the case of dynamic...

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Autores principales: Deschout, Hendrik, Martens, Thomas, Vercauteren, Dries, Remaut, Katrien, Demeester, Jo, De Smedt, Stefaan C., Neyts, Kristiaan, Braeckmans, Kevin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3759922/
https://www.ncbi.nlm.nih.gov/pubmed/23965965
http://dx.doi.org/10.3390/ijms140816485
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author Deschout, Hendrik
Martens, Thomas
Vercauteren, Dries
Remaut, Katrien
Demeester, Jo
De Smedt, Stefaan C.
Neyts, Kristiaan
Braeckmans, Kevin
author_facet Deschout, Hendrik
Martens, Thomas
Vercauteren, Dries
Remaut, Katrien
Demeester, Jo
De Smedt, Stefaan C.
Neyts, Kristiaan
Braeckmans, Kevin
author_sort Deschout, Hendrik
collection PubMed
description Interactions between objects inside living cells are often investigated by looking for colocalization between fluorescence microscopy images that are recorded in separate colours corresponding to the fluorescent label of each object. The fundamental limitation of this approach in the case of dynamic objects is that coincidental colocalization cannot be distinguished from true interaction. Instead, correlation between motion trajectories obtained by dual colour single particle tracking provides a much stronger indication of interaction. However, frequently occurring phenomena in living cells, such as immobile phases or transient interactions, can limit the correlation to small parts of the trajectories. The method presented here, developed for the detection of interaction, is based on the correlation inside a window that is scanned along the trajectories, covering different subsets of the positions. This scanning window method was validated by simulations and, as an experimental proof of concept, it was applied to the investigation of the intracellular trafficking of polymeric gene complexes by endosomes in living retinal pigment epithelium cells, which is of interest to ocular gene therapy.
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spelling pubmed-37599222013-09-03 Correlation of Dual Colour Single Particle Trajectories for Improved Detection and Analysis of Interactions in Living Cells Deschout, Hendrik Martens, Thomas Vercauteren, Dries Remaut, Katrien Demeester, Jo De Smedt, Stefaan C. Neyts, Kristiaan Braeckmans, Kevin Int J Mol Sci Article Interactions between objects inside living cells are often investigated by looking for colocalization between fluorescence microscopy images that are recorded in separate colours corresponding to the fluorescent label of each object. The fundamental limitation of this approach in the case of dynamic objects is that coincidental colocalization cannot be distinguished from true interaction. Instead, correlation between motion trajectories obtained by dual colour single particle tracking provides a much stronger indication of interaction. However, frequently occurring phenomena in living cells, such as immobile phases or transient interactions, can limit the correlation to small parts of the trajectories. The method presented here, developed for the detection of interaction, is based on the correlation inside a window that is scanned along the trajectories, covering different subsets of the positions. This scanning window method was validated by simulations and, as an experimental proof of concept, it was applied to the investigation of the intracellular trafficking of polymeric gene complexes by endosomes in living retinal pigment epithelium cells, which is of interest to ocular gene therapy. MDPI 2013-08-08 /pmc/articles/PMC3759922/ /pubmed/23965965 http://dx.doi.org/10.3390/ijms140816485 Text en © 2013 by the authors; licensee MDPI, Basel, Switzerland http://creativecommons.org/licenses/by/3.0 This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Deschout, Hendrik
Martens, Thomas
Vercauteren, Dries
Remaut, Katrien
Demeester, Jo
De Smedt, Stefaan C.
Neyts, Kristiaan
Braeckmans, Kevin
Correlation of Dual Colour Single Particle Trajectories for Improved Detection and Analysis of Interactions in Living Cells
title Correlation of Dual Colour Single Particle Trajectories for Improved Detection and Analysis of Interactions in Living Cells
title_full Correlation of Dual Colour Single Particle Trajectories for Improved Detection and Analysis of Interactions in Living Cells
title_fullStr Correlation of Dual Colour Single Particle Trajectories for Improved Detection and Analysis of Interactions in Living Cells
title_full_unstemmed Correlation of Dual Colour Single Particle Trajectories for Improved Detection and Analysis of Interactions in Living Cells
title_short Correlation of Dual Colour Single Particle Trajectories for Improved Detection and Analysis of Interactions in Living Cells
title_sort correlation of dual colour single particle trajectories for improved detection and analysis of interactions in living cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3759922/
https://www.ncbi.nlm.nih.gov/pubmed/23965965
http://dx.doi.org/10.3390/ijms140816485
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