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Enabling reactive microscopy with MicroMator

Microscopy image analysis has recently made enormous progress both in terms of accuracy and speed thanks to machine learning methods and improved computational resources. This greatly facilitates the online adaptation of microscopy experimental plans using real-time information of the observed syste...

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Autores principales: Fox, Zachary R., Fletcher, Steven, Fraisse, Achille, Aditya, Chetan, Sosa-Carrillo, Sebastián, Petit, Julienne, Gilles, Sébastien, Bertaux, François, Ruess, Jakob, Batt, Gregory
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9033843/
https://www.ncbi.nlm.nih.gov/pubmed/35459274
http://dx.doi.org/10.1038/s41467-022-29888-z
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author Fox, Zachary R.
Fletcher, Steven
Fraisse, Achille
Aditya, Chetan
Sosa-Carrillo, Sebastián
Petit, Julienne
Gilles, Sébastien
Bertaux, François
Ruess, Jakob
Batt, Gregory
author_facet Fox, Zachary R.
Fletcher, Steven
Fraisse, Achille
Aditya, Chetan
Sosa-Carrillo, Sebastián
Petit, Julienne
Gilles, Sébastien
Bertaux, François
Ruess, Jakob
Batt, Gregory
author_sort Fox, Zachary R.
collection PubMed
description Microscopy image analysis has recently made enormous progress both in terms of accuracy and speed thanks to machine learning methods and improved computational resources. This greatly facilitates the online adaptation of microscopy experimental plans using real-time information of the observed systems and their environments. Applications in which reactiveness is needed are multifarious. Here we report MicroMator, an open and flexible software for defining and driving reactive microscopy experiments. It provides a Python software environment and an extensible set of modules that greatly facilitate the definition of events with triggers and effects interacting with the experiment. We provide a pedagogic example performing dynamic adaptation of fluorescence illumination on bacteria, and demonstrate MicroMator’s potential via two challenging case studies in yeast to single-cell control and single-cell recombination, both requiring real-time tracking and light targeting at the single-cell level.
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spelling pubmed-90338432022-04-28 Enabling reactive microscopy with MicroMator Fox, Zachary R. Fletcher, Steven Fraisse, Achille Aditya, Chetan Sosa-Carrillo, Sebastián Petit, Julienne Gilles, Sébastien Bertaux, François Ruess, Jakob Batt, Gregory Nat Commun Article Microscopy image analysis has recently made enormous progress both in terms of accuracy and speed thanks to machine learning methods and improved computational resources. This greatly facilitates the online adaptation of microscopy experimental plans using real-time information of the observed systems and their environments. Applications in which reactiveness is needed are multifarious. Here we report MicroMator, an open and flexible software for defining and driving reactive microscopy experiments. It provides a Python software environment and an extensible set of modules that greatly facilitate the definition of events with triggers and effects interacting with the experiment. We provide a pedagogic example performing dynamic adaptation of fluorescence illumination on bacteria, and demonstrate MicroMator’s potential via two challenging case studies in yeast to single-cell control and single-cell recombination, both requiring real-time tracking and light targeting at the single-cell level. Nature Publishing Group UK 2022-04-22 /pmc/articles/PMC9033843/ /pubmed/35459274 http://dx.doi.org/10.1038/s41467-022-29888-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Fox, Zachary R.
Fletcher, Steven
Fraisse, Achille
Aditya, Chetan
Sosa-Carrillo, Sebastián
Petit, Julienne
Gilles, Sébastien
Bertaux, François
Ruess, Jakob
Batt, Gregory
Enabling reactive microscopy with MicroMator
title Enabling reactive microscopy with MicroMator
title_full Enabling reactive microscopy with MicroMator
title_fullStr Enabling reactive microscopy with MicroMator
title_full_unstemmed Enabling reactive microscopy with MicroMator
title_short Enabling reactive microscopy with MicroMator
title_sort enabling reactive microscopy with micromator
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9033843/
https://www.ncbi.nlm.nih.gov/pubmed/35459274
http://dx.doi.org/10.1038/s41467-022-29888-z
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