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A tessellation-based colocalization analysis approach for single-molecule localization microscopy

Multicolor single-molecule localization microscopy (λSMLM) is a powerful technique to reveal the relative nanoscale organization and potential colocalization between different molecular species. While several standard analysis methods exist for pixel-based images, λSMLM still lacks such a standard....

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Autores principales: Levet, Florian, Julien, Guillaume, Galland, Rémi, Butler, Corey, Beghin, Anne, Chazeau, Anaël, Hoess, Philipp, Ries, Jonas, Giannone, Grégory, Sibarita, Jean-Baptiste
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6542817/
https://www.ncbi.nlm.nih.gov/pubmed/31147535
http://dx.doi.org/10.1038/s41467-019-10007-4
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author Levet, Florian
Julien, Guillaume
Galland, Rémi
Butler, Corey
Beghin, Anne
Chazeau, Anaël
Hoess, Philipp
Ries, Jonas
Giannone, Grégory
Sibarita, Jean-Baptiste
author_facet Levet, Florian
Julien, Guillaume
Galland, Rémi
Butler, Corey
Beghin, Anne
Chazeau, Anaël
Hoess, Philipp
Ries, Jonas
Giannone, Grégory
Sibarita, Jean-Baptiste
author_sort Levet, Florian
collection PubMed
description Multicolor single-molecule localization microscopy (λSMLM) is a powerful technique to reveal the relative nanoscale organization and potential colocalization between different molecular species. While several standard analysis methods exist for pixel-based images, λSMLM still lacks such a standard. Moreover, existing methods only work on 2D data and are usually sensitive to the relative molecular organization, a very important parameter to consider in quantitative SMLM. Here, we present an efficient, parameter-free colocalization analysis method for 2D and 3D λSMLM using tessellation analysis. We demonstrate that our method allows for the efficient computation of several popular colocalization estimators directly from molecular coordinates and illustrate its capability to analyze multicolor SMLM data in a robust and efficient manner.
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spelling pubmed-65428172019-06-03 A tessellation-based colocalization analysis approach for single-molecule localization microscopy Levet, Florian Julien, Guillaume Galland, Rémi Butler, Corey Beghin, Anne Chazeau, Anaël Hoess, Philipp Ries, Jonas Giannone, Grégory Sibarita, Jean-Baptiste Nat Commun Article Multicolor single-molecule localization microscopy (λSMLM) is a powerful technique to reveal the relative nanoscale organization and potential colocalization between different molecular species. While several standard analysis methods exist for pixel-based images, λSMLM still lacks such a standard. Moreover, existing methods only work on 2D data and are usually sensitive to the relative molecular organization, a very important parameter to consider in quantitative SMLM. Here, we present an efficient, parameter-free colocalization analysis method for 2D and 3D λSMLM using tessellation analysis. We demonstrate that our method allows for the efficient computation of several popular colocalization estimators directly from molecular coordinates and illustrate its capability to analyze multicolor SMLM data in a robust and efficient manner. Nature Publishing Group UK 2019-05-30 /pmc/articles/PMC6542817/ /pubmed/31147535 http://dx.doi.org/10.1038/s41467-019-10007-4 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Levet, Florian
Julien, Guillaume
Galland, Rémi
Butler, Corey
Beghin, Anne
Chazeau, Anaël
Hoess, Philipp
Ries, Jonas
Giannone, Grégory
Sibarita, Jean-Baptiste
A tessellation-based colocalization analysis approach for single-molecule localization microscopy
title A tessellation-based colocalization analysis approach for single-molecule localization microscopy
title_full A tessellation-based colocalization analysis approach for single-molecule localization microscopy
title_fullStr A tessellation-based colocalization analysis approach for single-molecule localization microscopy
title_full_unstemmed A tessellation-based colocalization analysis approach for single-molecule localization microscopy
title_short A tessellation-based colocalization analysis approach for single-molecule localization microscopy
title_sort tessellation-based colocalization analysis approach for single-molecule localization microscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6542817/
https://www.ncbi.nlm.nih.gov/pubmed/31147535
http://dx.doi.org/10.1038/s41467-019-10007-4
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