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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....
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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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. |
format | Online Article Text |
id | pubmed-6542817 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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